Causas y Avances Genéticos en los Trastornos del Espectro Autista Angel Carracedo Fundación Pública Galega de Medicina Xenómica- SERGAS CEGEN-Universidade de Santiago de Compostela Bata Vilargacía 2013
Causas y Avances Geneacuteticos en los Trastornos del Espectro Autista
Angel Carracedo Fundacioacuten Puacuteblica Galega de Medicina Xenoacutemica- SERGAS
CEGEN-Universidade de Santiago de Compostela
Bata Vilargaciacutea 2013
iquestQueacute es la Geneacutetica y el Genoma y como estaacuten organizados nuestros genes iquestCuaacuteles son las bases geneacuteticas de los TEA y por queacute es importante entenderlas
El genoma es
bull El conjunto completo de genes de un organismo donde se guarda toda la informacioacuten genetica
3200000000 de pares de
bases (A T C G)
GENOMA HUMANO
3300000000 de pares de
bases (A T C G)
Alrededor de 25000
genes
ATACCTGCGTCGGATGCTGCGATTGCTGACCAACATCGTGACAGTTAGACAAACGATTGACTGTTAGGATTGACCACCAATTACGATGACGTTGGhellip
Frederik Sanger
ATCGGCTAGCTGATCGACGATGACCGTAGCGTTGATCGGTAGGCTAGCTGAAACTTAACGGA
ATCTACGGATGGCTGACTGATG
ATCTACGGATGGCTGACTGATG
ATCTACGGATGGCTGACTGATG
GATA GATA GATA GATA GATA GATA GATA GATA
ATTACTGATCGGTAGCTGAGCCAATGGCAGTGATGGATGGTAGCTGAGTGCTGGACAT
Minisatellites
SNPs
MUTACIONES
CON ESE SOL HAY MAS LUZ
CON ESA SAL HAY MAS LUZ
ONE SES OLH AYM ASL UZ
CNVs- Duplication deletions (15-20)
CNV fragmento de ADN de tamantildeo ge 1 kb y que estaacute presente en nuacutemero de copia variable en relacioacuten a un genoma de referencia
PEacuteRDIDAS (deleciones hemicigotas y genotipos nulos o deleciones homocigotas) GANANCIAS (inserciones duplicaciones y amplificaciones)
Delecioacuten homocigota CN 0
Delecioacuten hemicigota CN 1
Normal CN 2
Copy neutral LOH UPD CN 2
Amplificacioacuten CN 6
El teacutermino CNV no implica datos de frecuencia CNV polimoacuterfica polimorfismo de nuacutemero de copia o CNP si gt 1 CNV rara si lt 1 La mayor parte de los CNVs no tienen implicacioacuten en las patologiacuteas y son solo variacioacuten normal pero perdidas o ganancias de copias pueden ser causa de enfermedad Base de datos de variantes genoacutemicas Data Base of Genomic Variants httpprojectstcagcavariation
Deteccioacuten y caracterizacioacuten de CNVs mediante arrays de SNPs
TEA SINDROacuteMICOS TEA NO SINDROacuteMICOS
Complex (~70)
Chromosomal abnormalities (~5)
Single gene disorders (~5-7)
CNVs Duplication Deletions 20
Currently a genetic cause can be identified in 20-25 of children with autism
Specific teratogenic exposures (~2)
Rubella Cytomegalovirus Alcohol Valproic acid Thalidomide Misoprostol
FISH Hibridacioacuten fluorescente in situ
Cromosopatiacuteas y defectos
estructurales
Arrays de CGH (Hibridacioacuten
genoacutemica comparada)
Microarrays de SNPs y sondas para
CNVs
Cariotipo
PCR
bull Chromosomal Disorders (5) Trisomy 21 Children with Down syndrome have autism more commonly than expected The incidence was at least 7 in one study [Kent et al 1999] 45X Turner syndrome 45X46XY mosaicism 47XYY del7q del22q112 Del22q133 del2q37 del18q delXp223
Williams Deletion Region
New findings about Williams syndrome may
shine light on autism research
Journal of Neuroscience 2010
Maternally derived duplication of the Prader-WilliAngelman syndrome critical region (15q11-q13) is the most commonly observed chromosome abnormality in autism detected in 1-3 of children with autism Most commonly this duplication is the result of a de novo supernumerary isodicentric 15q chromosome and less commonly the result of segregation of a parental chromosome translocation or a maternally derived interstitial 15q duplication
Single gene disorders (5) Fragile X syndrome Whereas 1 to 3 of children ascertained on the basis of an autism diagnosis have fragile X syndrome at least half the children with fragile X syndrome have some autistic behaviors
Single Genetic Disorders (molecular) PTEN germiline mutations Rett syndrome Smith-Lemli-Opitz syndrome Smith-Magenis syndrome Tuberous Sclerosis CHARGE syndrome Sotos syndrome Hypomelanosis of Ito San Filippo syndrome Cornelia de Lange syndrome Williams syndrome Timothy syndrome Joubert syndrome NF1 WAGR Duchenne muscular dystrophy
bull Disorders of purine metabolism bull Disorders of pyrimidine metabolism bull Unknown sulfation defect bull Disorders of GABA metabolism bull Disorders of creatine metabolism
mtDNA
CNVs- Duplication deletions (15-20)
A large-scale survey of the novel 15q24 microdeletion syndrome in autism spectrum disorders identifies an atypical deletion that narrows the critical region McInnes et al Molecular Autism 2010 15 doi1011862040-2392-1-5
16p112 deletion is characterized by developmental delay intellectual disability andor autism spectrum disorder (ASD) Developmental delays are more related to diminished language and cognitive function than motor disability Weiss et al [2008] reported 16p112 deletions or duplications in approximately 1 of individuals with autism and 15 of children with developmental or language delays
Mefford HC et al N Engl J Med 2012366733-743
Affymetrix CytoScan HD Array
Affymetrix CytoScan HD Array SOFTWARE Y VISUALIZACION
DISCAPACIDAD INTELECTUAL SEVERA TEA EJEMPLO DE DI DE HERENCIA LIGADA AL X (MRX60 MIM 300486) AFECTO 8E011 (varoacuten) MADRE 1H240 NO PORTADORA
AFECTO delecioacuten en cromosoma X (varoacuten) Madre SANA no portadora de la delecioacuten DELECIOacuteN de novo en Xq12 afectando a gen OPHN1 (gen que codifica la proteiacutena activadora de GTPasa Rho cuya LOF estaacute asociada con DI ligada al X (Kasri et al 2009))
Deteccioacuten y caracterizacioacuten de CNVs mediante arrays de SNPs
DISCAPACIDAD INTELECTUAL SEVERA TEA EJEMPLO DE TEA SINDROacuteMICO SINDROME DE WOLF-HIRSCHHORN (MIM 194190) Nombres alternativos Siacutendrome de la delecioacuten 4p163 Siacutendrome de PITT-ROGERS-DANKS PRDS Siacutendrome de PITT
FAMILIA 8B710 y 9H424
AFECTO delecioacuten en hemicigosis Madre SANA no portadora de la delecioacuten DELECIOacuteN en 4p163 afectando a muacuteltiples genes
The empiric aggregate risk to sibs of individuals with autism of unknown cause
varies across studies but is generally considered to range from 5 to 10 for
autism and 10 to 15 for milder symptoms including language social and
psychiatric disorders [Bolton et al 1994 Lauritsen et al 2005 Miles et al 2005
Landa 2008 Selkirk et al 2009] For families with two or more affected children
the recurrence risk approaches 35 [Ritvo et al 1989]
Risk to Family MembersmdashAutism of Unknown Cause
Mefford HC et al N Engl J Med 2012366733-743
NGS
Clinical Genetic Testing for Patients With Autism Spectrum Disorders excluding single gen disorders
bull Karyotype yielded abnormal results in 3
bull Fragile X testing was abnormal 2
bull CNVs identified deletions or duplications in 20
Affy Cytoscan 300 euro (reagents) 20 Fragil X 200 euro (reagents) (Δ25) Exome analysis 700 euro (reagents) (Δ30-35)
Mefford HC et al N Engl J Med 2012366733-743
Complex-Unknown (~70)
Chromosomal abnormalities (~7)
Single gene disorders (~5)
CNVs Duplication Deletions 15-20
Currently a genetic cause can be identified in 20-25 of children with autism
Specific teratogenic exposures (~2)
TEA NO TEA
Allele 1 Allele 2
Marker A is associated with
Phenotype
Marker A
Allele 1 =
Allele 2 =
Human Genetic Association Study Design
SNP SINGLE NUCLEOTIDE POLYMORPHISM
ATCGGCGTACCTGATTCCGAATCCGTATCG
ATCGGCGTACCTGAATCCGAATCCGTATCG
33 Gigabases Human Genome gt18 M SNP 1 SNPlt200 bp
1M SNPs
1M Tag SNPs
identified
Coordination
NODE 1 Santiago de
Compostela (USC)
NODE 2 Madrid (CNIO)
Scientific advisory board Board
Management unit
CENTRO NACIONAL DE GENOTIPADO CEGEN-ISCIII
Illumina 1K
Affymetrix 60
AXIOM
Assessing the impact of a combined analysis of four common low-risk genetic variants on autism risk Carayol et al Molecular autism 2010 14
Results In both samples odds ratios (ORs) increased significantly as a function of the number of risk alleles with a genetic score of 8 being associated with an OR of 554 (95 confidence interval [CI] 245 to 1249) The sensitivities and specificities for each genetic score were similar in both analyses and the resultant area under the receiver operating characteristic curves were identical (059) Conclusions These results suggest that the accumulation of multiple risk alleles in a genetic score is a useful strategy for assessing the risk of autism in siblings of affected individuals and may be better than studying single polymorphisms for identifying subgroups of individuals with significantly greater risk
Next-Generation Sequencing Technologies
Technology Sequencing method Ampliifcation method
Read lenght (bp) Throughput (Mbrun)
454 Synthesis (Pyrosequencing) emPCR 400 -1000 50-500-900
Illumina Synthesis Bridge PCR 100+100 1020-600000
SOLiD Ligation emPCR 75+35 100000-180000
HeliScope Synthesis None 35 28000
Ion Torrent Synthesis (H+ detection) emPCR 100 10 -100-1000
PacBio Synthesis None 860-1100
Single DNA Molecule Technologies
Recurrent
protein-altering
mutations were
observed in
two
genesCHD8
and
NTNG1 M
Trends Cogn Sci 2012 Jan16(1)81-91 Epub 2011 Dec 10 Neurocognitive endophenotypes of impulsivity and compulsivity towards dimensional psychiatry Robbins TW Gillan CM Smith DG de Wit S Ersche KD
iquestQueacute es la Geneacutetica y el Genoma y como estaacuten organizados nuestros genes iquestCuaacuteles son las bases geneacuteticas de los TEA y por queacute es importante entenderlas
El genoma es
bull El conjunto completo de genes de un organismo donde se guarda toda la informacioacuten genetica
3200000000 de pares de
bases (A T C G)
GENOMA HUMANO
3300000000 de pares de
bases (A T C G)
Alrededor de 25000
genes
ATACCTGCGTCGGATGCTGCGATTGCTGACCAACATCGTGACAGTTAGACAAACGATTGACTGTTAGGATTGACCACCAATTACGATGACGTTGGhellip
Frederik Sanger
ATCGGCTAGCTGATCGACGATGACCGTAGCGTTGATCGGTAGGCTAGCTGAAACTTAACGGA
ATCTACGGATGGCTGACTGATG
ATCTACGGATGGCTGACTGATG
ATCTACGGATGGCTGACTGATG
GATA GATA GATA GATA GATA GATA GATA GATA
ATTACTGATCGGTAGCTGAGCCAATGGCAGTGATGGATGGTAGCTGAGTGCTGGACAT
Minisatellites
SNPs
MUTACIONES
CON ESE SOL HAY MAS LUZ
CON ESA SAL HAY MAS LUZ
ONE SES OLH AYM ASL UZ
CNVs- Duplication deletions (15-20)
CNV fragmento de ADN de tamantildeo ge 1 kb y que estaacute presente en nuacutemero de copia variable en relacioacuten a un genoma de referencia
PEacuteRDIDAS (deleciones hemicigotas y genotipos nulos o deleciones homocigotas) GANANCIAS (inserciones duplicaciones y amplificaciones)
Delecioacuten homocigota CN 0
Delecioacuten hemicigota CN 1
Normal CN 2
Copy neutral LOH UPD CN 2
Amplificacioacuten CN 6
El teacutermino CNV no implica datos de frecuencia CNV polimoacuterfica polimorfismo de nuacutemero de copia o CNP si gt 1 CNV rara si lt 1 La mayor parte de los CNVs no tienen implicacioacuten en las patologiacuteas y son solo variacioacuten normal pero perdidas o ganancias de copias pueden ser causa de enfermedad Base de datos de variantes genoacutemicas Data Base of Genomic Variants httpprojectstcagcavariation
Deteccioacuten y caracterizacioacuten de CNVs mediante arrays de SNPs
TEA SINDROacuteMICOS TEA NO SINDROacuteMICOS
Complex (~70)
Chromosomal abnormalities (~5)
Single gene disorders (~5-7)
CNVs Duplication Deletions 20
Currently a genetic cause can be identified in 20-25 of children with autism
Specific teratogenic exposures (~2)
Rubella Cytomegalovirus Alcohol Valproic acid Thalidomide Misoprostol
FISH Hibridacioacuten fluorescente in situ
Cromosopatiacuteas y defectos
estructurales
Arrays de CGH (Hibridacioacuten
genoacutemica comparada)
Microarrays de SNPs y sondas para
CNVs
Cariotipo
PCR
bull Chromosomal Disorders (5) Trisomy 21 Children with Down syndrome have autism more commonly than expected The incidence was at least 7 in one study [Kent et al 1999] 45X Turner syndrome 45X46XY mosaicism 47XYY del7q del22q112 Del22q133 del2q37 del18q delXp223
Williams Deletion Region
New findings about Williams syndrome may
shine light on autism research
Journal of Neuroscience 2010
Maternally derived duplication of the Prader-WilliAngelman syndrome critical region (15q11-q13) is the most commonly observed chromosome abnormality in autism detected in 1-3 of children with autism Most commonly this duplication is the result of a de novo supernumerary isodicentric 15q chromosome and less commonly the result of segregation of a parental chromosome translocation or a maternally derived interstitial 15q duplication
Single gene disorders (5) Fragile X syndrome Whereas 1 to 3 of children ascertained on the basis of an autism diagnosis have fragile X syndrome at least half the children with fragile X syndrome have some autistic behaviors
Single Genetic Disorders (molecular) PTEN germiline mutations Rett syndrome Smith-Lemli-Opitz syndrome Smith-Magenis syndrome Tuberous Sclerosis CHARGE syndrome Sotos syndrome Hypomelanosis of Ito San Filippo syndrome Cornelia de Lange syndrome Williams syndrome Timothy syndrome Joubert syndrome NF1 WAGR Duchenne muscular dystrophy
bull Disorders of purine metabolism bull Disorders of pyrimidine metabolism bull Unknown sulfation defect bull Disorders of GABA metabolism bull Disorders of creatine metabolism
mtDNA
CNVs- Duplication deletions (15-20)
A large-scale survey of the novel 15q24 microdeletion syndrome in autism spectrum disorders identifies an atypical deletion that narrows the critical region McInnes et al Molecular Autism 2010 15 doi1011862040-2392-1-5
16p112 deletion is characterized by developmental delay intellectual disability andor autism spectrum disorder (ASD) Developmental delays are more related to diminished language and cognitive function than motor disability Weiss et al [2008] reported 16p112 deletions or duplications in approximately 1 of individuals with autism and 15 of children with developmental or language delays
Mefford HC et al N Engl J Med 2012366733-743
Affymetrix CytoScan HD Array
Affymetrix CytoScan HD Array SOFTWARE Y VISUALIZACION
DISCAPACIDAD INTELECTUAL SEVERA TEA EJEMPLO DE DI DE HERENCIA LIGADA AL X (MRX60 MIM 300486) AFECTO 8E011 (varoacuten) MADRE 1H240 NO PORTADORA
AFECTO delecioacuten en cromosoma X (varoacuten) Madre SANA no portadora de la delecioacuten DELECIOacuteN de novo en Xq12 afectando a gen OPHN1 (gen que codifica la proteiacutena activadora de GTPasa Rho cuya LOF estaacute asociada con DI ligada al X (Kasri et al 2009))
Deteccioacuten y caracterizacioacuten de CNVs mediante arrays de SNPs
DISCAPACIDAD INTELECTUAL SEVERA TEA EJEMPLO DE TEA SINDROacuteMICO SINDROME DE WOLF-HIRSCHHORN (MIM 194190) Nombres alternativos Siacutendrome de la delecioacuten 4p163 Siacutendrome de PITT-ROGERS-DANKS PRDS Siacutendrome de PITT
FAMILIA 8B710 y 9H424
AFECTO delecioacuten en hemicigosis Madre SANA no portadora de la delecioacuten DELECIOacuteN en 4p163 afectando a muacuteltiples genes
The empiric aggregate risk to sibs of individuals with autism of unknown cause
varies across studies but is generally considered to range from 5 to 10 for
autism and 10 to 15 for milder symptoms including language social and
psychiatric disorders [Bolton et al 1994 Lauritsen et al 2005 Miles et al 2005
Landa 2008 Selkirk et al 2009] For families with two or more affected children
the recurrence risk approaches 35 [Ritvo et al 1989]
Risk to Family MembersmdashAutism of Unknown Cause
Mefford HC et al N Engl J Med 2012366733-743
NGS
Clinical Genetic Testing for Patients With Autism Spectrum Disorders excluding single gen disorders
bull Karyotype yielded abnormal results in 3
bull Fragile X testing was abnormal 2
bull CNVs identified deletions or duplications in 20
Affy Cytoscan 300 euro (reagents) 20 Fragil X 200 euro (reagents) (Δ25) Exome analysis 700 euro (reagents) (Δ30-35)
Mefford HC et al N Engl J Med 2012366733-743
Complex-Unknown (~70)
Chromosomal abnormalities (~7)
Single gene disorders (~5)
CNVs Duplication Deletions 15-20
Currently a genetic cause can be identified in 20-25 of children with autism
Specific teratogenic exposures (~2)
TEA NO TEA
Allele 1 Allele 2
Marker A is associated with
Phenotype
Marker A
Allele 1 =
Allele 2 =
Human Genetic Association Study Design
SNP SINGLE NUCLEOTIDE POLYMORPHISM
ATCGGCGTACCTGATTCCGAATCCGTATCG
ATCGGCGTACCTGAATCCGAATCCGTATCG
33 Gigabases Human Genome gt18 M SNP 1 SNPlt200 bp
1M SNPs
1M Tag SNPs
identified
Coordination
NODE 1 Santiago de
Compostela (USC)
NODE 2 Madrid (CNIO)
Scientific advisory board Board
Management unit
CENTRO NACIONAL DE GENOTIPADO CEGEN-ISCIII
Illumina 1K
Affymetrix 60
AXIOM
Assessing the impact of a combined analysis of four common low-risk genetic variants on autism risk Carayol et al Molecular autism 2010 14
Results In both samples odds ratios (ORs) increased significantly as a function of the number of risk alleles with a genetic score of 8 being associated with an OR of 554 (95 confidence interval [CI] 245 to 1249) The sensitivities and specificities for each genetic score were similar in both analyses and the resultant area under the receiver operating characteristic curves were identical (059) Conclusions These results suggest that the accumulation of multiple risk alleles in a genetic score is a useful strategy for assessing the risk of autism in siblings of affected individuals and may be better than studying single polymorphisms for identifying subgroups of individuals with significantly greater risk
Next-Generation Sequencing Technologies
Technology Sequencing method Ampliifcation method
Read lenght (bp) Throughput (Mbrun)
454 Synthesis (Pyrosequencing) emPCR 400 -1000 50-500-900
Illumina Synthesis Bridge PCR 100+100 1020-600000
SOLiD Ligation emPCR 75+35 100000-180000
HeliScope Synthesis None 35 28000
Ion Torrent Synthesis (H+ detection) emPCR 100 10 -100-1000
PacBio Synthesis None 860-1100
Single DNA Molecule Technologies
Recurrent
protein-altering
mutations were
observed in
two
genesCHD8
and
NTNG1 M
Trends Cogn Sci 2012 Jan16(1)81-91 Epub 2011 Dec 10 Neurocognitive endophenotypes of impulsivity and compulsivity towards dimensional psychiatry Robbins TW Gillan CM Smith DG de Wit S Ersche KD
El genoma es
bull El conjunto completo de genes de un organismo donde se guarda toda la informacioacuten genetica
3200000000 de pares de
bases (A T C G)
GENOMA HUMANO
3300000000 de pares de
bases (A T C G)
Alrededor de 25000
genes
ATACCTGCGTCGGATGCTGCGATTGCTGACCAACATCGTGACAGTTAGACAAACGATTGACTGTTAGGATTGACCACCAATTACGATGACGTTGGhellip
Frederik Sanger
ATCGGCTAGCTGATCGACGATGACCGTAGCGTTGATCGGTAGGCTAGCTGAAACTTAACGGA
ATCTACGGATGGCTGACTGATG
ATCTACGGATGGCTGACTGATG
ATCTACGGATGGCTGACTGATG
GATA GATA GATA GATA GATA GATA GATA GATA
ATTACTGATCGGTAGCTGAGCCAATGGCAGTGATGGATGGTAGCTGAGTGCTGGACAT
Minisatellites
SNPs
MUTACIONES
CON ESE SOL HAY MAS LUZ
CON ESA SAL HAY MAS LUZ
ONE SES OLH AYM ASL UZ
CNVs- Duplication deletions (15-20)
CNV fragmento de ADN de tamantildeo ge 1 kb y que estaacute presente en nuacutemero de copia variable en relacioacuten a un genoma de referencia
PEacuteRDIDAS (deleciones hemicigotas y genotipos nulos o deleciones homocigotas) GANANCIAS (inserciones duplicaciones y amplificaciones)
Delecioacuten homocigota CN 0
Delecioacuten hemicigota CN 1
Normal CN 2
Copy neutral LOH UPD CN 2
Amplificacioacuten CN 6
El teacutermino CNV no implica datos de frecuencia CNV polimoacuterfica polimorfismo de nuacutemero de copia o CNP si gt 1 CNV rara si lt 1 La mayor parte de los CNVs no tienen implicacioacuten en las patologiacuteas y son solo variacioacuten normal pero perdidas o ganancias de copias pueden ser causa de enfermedad Base de datos de variantes genoacutemicas Data Base of Genomic Variants httpprojectstcagcavariation
Deteccioacuten y caracterizacioacuten de CNVs mediante arrays de SNPs
TEA SINDROacuteMICOS TEA NO SINDROacuteMICOS
Complex (~70)
Chromosomal abnormalities (~5)
Single gene disorders (~5-7)
CNVs Duplication Deletions 20
Currently a genetic cause can be identified in 20-25 of children with autism
Specific teratogenic exposures (~2)
Rubella Cytomegalovirus Alcohol Valproic acid Thalidomide Misoprostol
FISH Hibridacioacuten fluorescente in situ
Cromosopatiacuteas y defectos
estructurales
Arrays de CGH (Hibridacioacuten
genoacutemica comparada)
Microarrays de SNPs y sondas para
CNVs
Cariotipo
PCR
bull Chromosomal Disorders (5) Trisomy 21 Children with Down syndrome have autism more commonly than expected The incidence was at least 7 in one study [Kent et al 1999] 45X Turner syndrome 45X46XY mosaicism 47XYY del7q del22q112 Del22q133 del2q37 del18q delXp223
Williams Deletion Region
New findings about Williams syndrome may
shine light on autism research
Journal of Neuroscience 2010
Maternally derived duplication of the Prader-WilliAngelman syndrome critical region (15q11-q13) is the most commonly observed chromosome abnormality in autism detected in 1-3 of children with autism Most commonly this duplication is the result of a de novo supernumerary isodicentric 15q chromosome and less commonly the result of segregation of a parental chromosome translocation or a maternally derived interstitial 15q duplication
Single gene disorders (5) Fragile X syndrome Whereas 1 to 3 of children ascertained on the basis of an autism diagnosis have fragile X syndrome at least half the children with fragile X syndrome have some autistic behaviors
Single Genetic Disorders (molecular) PTEN germiline mutations Rett syndrome Smith-Lemli-Opitz syndrome Smith-Magenis syndrome Tuberous Sclerosis CHARGE syndrome Sotos syndrome Hypomelanosis of Ito San Filippo syndrome Cornelia de Lange syndrome Williams syndrome Timothy syndrome Joubert syndrome NF1 WAGR Duchenne muscular dystrophy
bull Disorders of purine metabolism bull Disorders of pyrimidine metabolism bull Unknown sulfation defect bull Disorders of GABA metabolism bull Disorders of creatine metabolism
mtDNA
CNVs- Duplication deletions (15-20)
A large-scale survey of the novel 15q24 microdeletion syndrome in autism spectrum disorders identifies an atypical deletion that narrows the critical region McInnes et al Molecular Autism 2010 15 doi1011862040-2392-1-5
16p112 deletion is characterized by developmental delay intellectual disability andor autism spectrum disorder (ASD) Developmental delays are more related to diminished language and cognitive function than motor disability Weiss et al [2008] reported 16p112 deletions or duplications in approximately 1 of individuals with autism and 15 of children with developmental or language delays
Mefford HC et al N Engl J Med 2012366733-743
Affymetrix CytoScan HD Array
Affymetrix CytoScan HD Array SOFTWARE Y VISUALIZACION
DISCAPACIDAD INTELECTUAL SEVERA TEA EJEMPLO DE DI DE HERENCIA LIGADA AL X (MRX60 MIM 300486) AFECTO 8E011 (varoacuten) MADRE 1H240 NO PORTADORA
AFECTO delecioacuten en cromosoma X (varoacuten) Madre SANA no portadora de la delecioacuten DELECIOacuteN de novo en Xq12 afectando a gen OPHN1 (gen que codifica la proteiacutena activadora de GTPasa Rho cuya LOF estaacute asociada con DI ligada al X (Kasri et al 2009))
Deteccioacuten y caracterizacioacuten de CNVs mediante arrays de SNPs
DISCAPACIDAD INTELECTUAL SEVERA TEA EJEMPLO DE TEA SINDROacuteMICO SINDROME DE WOLF-HIRSCHHORN (MIM 194190) Nombres alternativos Siacutendrome de la delecioacuten 4p163 Siacutendrome de PITT-ROGERS-DANKS PRDS Siacutendrome de PITT
FAMILIA 8B710 y 9H424
AFECTO delecioacuten en hemicigosis Madre SANA no portadora de la delecioacuten DELECIOacuteN en 4p163 afectando a muacuteltiples genes
The empiric aggregate risk to sibs of individuals with autism of unknown cause
varies across studies but is generally considered to range from 5 to 10 for
autism and 10 to 15 for milder symptoms including language social and
psychiatric disorders [Bolton et al 1994 Lauritsen et al 2005 Miles et al 2005
Landa 2008 Selkirk et al 2009] For families with two or more affected children
the recurrence risk approaches 35 [Ritvo et al 1989]
Risk to Family MembersmdashAutism of Unknown Cause
Mefford HC et al N Engl J Med 2012366733-743
NGS
Clinical Genetic Testing for Patients With Autism Spectrum Disorders excluding single gen disorders
bull Karyotype yielded abnormal results in 3
bull Fragile X testing was abnormal 2
bull CNVs identified deletions or duplications in 20
Affy Cytoscan 300 euro (reagents) 20 Fragil X 200 euro (reagents) (Δ25) Exome analysis 700 euro (reagents) (Δ30-35)
Mefford HC et al N Engl J Med 2012366733-743
Complex-Unknown (~70)
Chromosomal abnormalities (~7)
Single gene disorders (~5)
CNVs Duplication Deletions 15-20
Currently a genetic cause can be identified in 20-25 of children with autism
Specific teratogenic exposures (~2)
TEA NO TEA
Allele 1 Allele 2
Marker A is associated with
Phenotype
Marker A
Allele 1 =
Allele 2 =
Human Genetic Association Study Design
SNP SINGLE NUCLEOTIDE POLYMORPHISM
ATCGGCGTACCTGATTCCGAATCCGTATCG
ATCGGCGTACCTGAATCCGAATCCGTATCG
33 Gigabases Human Genome gt18 M SNP 1 SNPlt200 bp
1M SNPs
1M Tag SNPs
identified
Coordination
NODE 1 Santiago de
Compostela (USC)
NODE 2 Madrid (CNIO)
Scientific advisory board Board
Management unit
CENTRO NACIONAL DE GENOTIPADO CEGEN-ISCIII
Illumina 1K
Affymetrix 60
AXIOM
Assessing the impact of a combined analysis of four common low-risk genetic variants on autism risk Carayol et al Molecular autism 2010 14
Results In both samples odds ratios (ORs) increased significantly as a function of the number of risk alleles with a genetic score of 8 being associated with an OR of 554 (95 confidence interval [CI] 245 to 1249) The sensitivities and specificities for each genetic score were similar in both analyses and the resultant area under the receiver operating characteristic curves were identical (059) Conclusions These results suggest that the accumulation of multiple risk alleles in a genetic score is a useful strategy for assessing the risk of autism in siblings of affected individuals and may be better than studying single polymorphisms for identifying subgroups of individuals with significantly greater risk
Next-Generation Sequencing Technologies
Technology Sequencing method Ampliifcation method
Read lenght (bp) Throughput (Mbrun)
454 Synthesis (Pyrosequencing) emPCR 400 -1000 50-500-900
Illumina Synthesis Bridge PCR 100+100 1020-600000
SOLiD Ligation emPCR 75+35 100000-180000
HeliScope Synthesis None 35 28000
Ion Torrent Synthesis (H+ detection) emPCR 100 10 -100-1000
PacBio Synthesis None 860-1100
Single DNA Molecule Technologies
Recurrent
protein-altering
mutations were
observed in
two
genesCHD8
and
NTNG1 M
Trends Cogn Sci 2012 Jan16(1)81-91 Epub 2011 Dec 10 Neurocognitive endophenotypes of impulsivity and compulsivity towards dimensional psychiatry Robbins TW Gillan CM Smith DG de Wit S Ersche KD
GENOMA HUMANO
3300000000 de pares de
bases (A T C G)
Alrededor de 25000
genes
ATACCTGCGTCGGATGCTGCGATTGCTGACCAACATCGTGACAGTTAGACAAACGATTGACTGTTAGGATTGACCACCAATTACGATGACGTTGGhellip
Frederik Sanger
ATCGGCTAGCTGATCGACGATGACCGTAGCGTTGATCGGTAGGCTAGCTGAAACTTAACGGA
ATCTACGGATGGCTGACTGATG
ATCTACGGATGGCTGACTGATG
ATCTACGGATGGCTGACTGATG
GATA GATA GATA GATA GATA GATA GATA GATA
ATTACTGATCGGTAGCTGAGCCAATGGCAGTGATGGATGGTAGCTGAGTGCTGGACAT
Minisatellites
SNPs
MUTACIONES
CON ESE SOL HAY MAS LUZ
CON ESA SAL HAY MAS LUZ
ONE SES OLH AYM ASL UZ
CNVs- Duplication deletions (15-20)
CNV fragmento de ADN de tamantildeo ge 1 kb y que estaacute presente en nuacutemero de copia variable en relacioacuten a un genoma de referencia
PEacuteRDIDAS (deleciones hemicigotas y genotipos nulos o deleciones homocigotas) GANANCIAS (inserciones duplicaciones y amplificaciones)
Delecioacuten homocigota CN 0
Delecioacuten hemicigota CN 1
Normal CN 2
Copy neutral LOH UPD CN 2
Amplificacioacuten CN 6
El teacutermino CNV no implica datos de frecuencia CNV polimoacuterfica polimorfismo de nuacutemero de copia o CNP si gt 1 CNV rara si lt 1 La mayor parte de los CNVs no tienen implicacioacuten en las patologiacuteas y son solo variacioacuten normal pero perdidas o ganancias de copias pueden ser causa de enfermedad Base de datos de variantes genoacutemicas Data Base of Genomic Variants httpprojectstcagcavariation
Deteccioacuten y caracterizacioacuten de CNVs mediante arrays de SNPs
TEA SINDROacuteMICOS TEA NO SINDROacuteMICOS
Complex (~70)
Chromosomal abnormalities (~5)
Single gene disorders (~5-7)
CNVs Duplication Deletions 20
Currently a genetic cause can be identified in 20-25 of children with autism
Specific teratogenic exposures (~2)
Rubella Cytomegalovirus Alcohol Valproic acid Thalidomide Misoprostol
FISH Hibridacioacuten fluorescente in situ
Cromosopatiacuteas y defectos
estructurales
Arrays de CGH (Hibridacioacuten
genoacutemica comparada)
Microarrays de SNPs y sondas para
CNVs
Cariotipo
PCR
bull Chromosomal Disorders (5) Trisomy 21 Children with Down syndrome have autism more commonly than expected The incidence was at least 7 in one study [Kent et al 1999] 45X Turner syndrome 45X46XY mosaicism 47XYY del7q del22q112 Del22q133 del2q37 del18q delXp223
Williams Deletion Region
New findings about Williams syndrome may
shine light on autism research
Journal of Neuroscience 2010
Maternally derived duplication of the Prader-WilliAngelman syndrome critical region (15q11-q13) is the most commonly observed chromosome abnormality in autism detected in 1-3 of children with autism Most commonly this duplication is the result of a de novo supernumerary isodicentric 15q chromosome and less commonly the result of segregation of a parental chromosome translocation or a maternally derived interstitial 15q duplication
Single gene disorders (5) Fragile X syndrome Whereas 1 to 3 of children ascertained on the basis of an autism diagnosis have fragile X syndrome at least half the children with fragile X syndrome have some autistic behaviors
Single Genetic Disorders (molecular) PTEN germiline mutations Rett syndrome Smith-Lemli-Opitz syndrome Smith-Magenis syndrome Tuberous Sclerosis CHARGE syndrome Sotos syndrome Hypomelanosis of Ito San Filippo syndrome Cornelia de Lange syndrome Williams syndrome Timothy syndrome Joubert syndrome NF1 WAGR Duchenne muscular dystrophy
bull Disorders of purine metabolism bull Disorders of pyrimidine metabolism bull Unknown sulfation defect bull Disorders of GABA metabolism bull Disorders of creatine metabolism
mtDNA
CNVs- Duplication deletions (15-20)
A large-scale survey of the novel 15q24 microdeletion syndrome in autism spectrum disorders identifies an atypical deletion that narrows the critical region McInnes et al Molecular Autism 2010 15 doi1011862040-2392-1-5
16p112 deletion is characterized by developmental delay intellectual disability andor autism spectrum disorder (ASD) Developmental delays are more related to diminished language and cognitive function than motor disability Weiss et al [2008] reported 16p112 deletions or duplications in approximately 1 of individuals with autism and 15 of children with developmental or language delays
Mefford HC et al N Engl J Med 2012366733-743
Affymetrix CytoScan HD Array
Affymetrix CytoScan HD Array SOFTWARE Y VISUALIZACION
DISCAPACIDAD INTELECTUAL SEVERA TEA EJEMPLO DE DI DE HERENCIA LIGADA AL X (MRX60 MIM 300486) AFECTO 8E011 (varoacuten) MADRE 1H240 NO PORTADORA
AFECTO delecioacuten en cromosoma X (varoacuten) Madre SANA no portadora de la delecioacuten DELECIOacuteN de novo en Xq12 afectando a gen OPHN1 (gen que codifica la proteiacutena activadora de GTPasa Rho cuya LOF estaacute asociada con DI ligada al X (Kasri et al 2009))
Deteccioacuten y caracterizacioacuten de CNVs mediante arrays de SNPs
DISCAPACIDAD INTELECTUAL SEVERA TEA EJEMPLO DE TEA SINDROacuteMICO SINDROME DE WOLF-HIRSCHHORN (MIM 194190) Nombres alternativos Siacutendrome de la delecioacuten 4p163 Siacutendrome de PITT-ROGERS-DANKS PRDS Siacutendrome de PITT
FAMILIA 8B710 y 9H424
AFECTO delecioacuten en hemicigosis Madre SANA no portadora de la delecioacuten DELECIOacuteN en 4p163 afectando a muacuteltiples genes
The empiric aggregate risk to sibs of individuals with autism of unknown cause
varies across studies but is generally considered to range from 5 to 10 for
autism and 10 to 15 for milder symptoms including language social and
psychiatric disorders [Bolton et al 1994 Lauritsen et al 2005 Miles et al 2005
Landa 2008 Selkirk et al 2009] For families with two or more affected children
the recurrence risk approaches 35 [Ritvo et al 1989]
Risk to Family MembersmdashAutism of Unknown Cause
Mefford HC et al N Engl J Med 2012366733-743
NGS
Clinical Genetic Testing for Patients With Autism Spectrum Disorders excluding single gen disorders
bull Karyotype yielded abnormal results in 3
bull Fragile X testing was abnormal 2
bull CNVs identified deletions or duplications in 20
Affy Cytoscan 300 euro (reagents) 20 Fragil X 200 euro (reagents) (Δ25) Exome analysis 700 euro (reagents) (Δ30-35)
Mefford HC et al N Engl J Med 2012366733-743
Complex-Unknown (~70)
Chromosomal abnormalities (~7)
Single gene disorders (~5)
CNVs Duplication Deletions 15-20
Currently a genetic cause can be identified in 20-25 of children with autism
Specific teratogenic exposures (~2)
TEA NO TEA
Allele 1 Allele 2
Marker A is associated with
Phenotype
Marker A
Allele 1 =
Allele 2 =
Human Genetic Association Study Design
SNP SINGLE NUCLEOTIDE POLYMORPHISM
ATCGGCGTACCTGATTCCGAATCCGTATCG
ATCGGCGTACCTGAATCCGAATCCGTATCG
33 Gigabases Human Genome gt18 M SNP 1 SNPlt200 bp
1M SNPs
1M Tag SNPs
identified
Coordination
NODE 1 Santiago de
Compostela (USC)
NODE 2 Madrid (CNIO)
Scientific advisory board Board
Management unit
CENTRO NACIONAL DE GENOTIPADO CEGEN-ISCIII
Illumina 1K
Affymetrix 60
AXIOM
Assessing the impact of a combined analysis of four common low-risk genetic variants on autism risk Carayol et al Molecular autism 2010 14
Results In both samples odds ratios (ORs) increased significantly as a function of the number of risk alleles with a genetic score of 8 being associated with an OR of 554 (95 confidence interval [CI] 245 to 1249) The sensitivities and specificities for each genetic score were similar in both analyses and the resultant area under the receiver operating characteristic curves were identical (059) Conclusions These results suggest that the accumulation of multiple risk alleles in a genetic score is a useful strategy for assessing the risk of autism in siblings of affected individuals and may be better than studying single polymorphisms for identifying subgroups of individuals with significantly greater risk
Next-Generation Sequencing Technologies
Technology Sequencing method Ampliifcation method
Read lenght (bp) Throughput (Mbrun)
454 Synthesis (Pyrosequencing) emPCR 400 -1000 50-500-900
Illumina Synthesis Bridge PCR 100+100 1020-600000
SOLiD Ligation emPCR 75+35 100000-180000
HeliScope Synthesis None 35 28000
Ion Torrent Synthesis (H+ detection) emPCR 100 10 -100-1000
PacBio Synthesis None 860-1100
Single DNA Molecule Technologies
Recurrent
protein-altering
mutations were
observed in
two
genesCHD8
and
NTNG1 M
Trends Cogn Sci 2012 Jan16(1)81-91 Epub 2011 Dec 10 Neurocognitive endophenotypes of impulsivity and compulsivity towards dimensional psychiatry Robbins TW Gillan CM Smith DG de Wit S Ersche KD
Frederik Sanger
ATCGGCTAGCTGATCGACGATGACCGTAGCGTTGATCGGTAGGCTAGCTGAAACTTAACGGA
ATCTACGGATGGCTGACTGATG
ATCTACGGATGGCTGACTGATG
ATCTACGGATGGCTGACTGATG
GATA GATA GATA GATA GATA GATA GATA GATA
ATTACTGATCGGTAGCTGAGCCAATGGCAGTGATGGATGGTAGCTGAGTGCTGGACAT
Minisatellites
SNPs
MUTACIONES
CON ESE SOL HAY MAS LUZ
CON ESA SAL HAY MAS LUZ
ONE SES OLH AYM ASL UZ
CNVs- Duplication deletions (15-20)
CNV fragmento de ADN de tamantildeo ge 1 kb y que estaacute presente en nuacutemero de copia variable en relacioacuten a un genoma de referencia
PEacuteRDIDAS (deleciones hemicigotas y genotipos nulos o deleciones homocigotas) GANANCIAS (inserciones duplicaciones y amplificaciones)
Delecioacuten homocigota CN 0
Delecioacuten hemicigota CN 1
Normal CN 2
Copy neutral LOH UPD CN 2
Amplificacioacuten CN 6
El teacutermino CNV no implica datos de frecuencia CNV polimoacuterfica polimorfismo de nuacutemero de copia o CNP si gt 1 CNV rara si lt 1 La mayor parte de los CNVs no tienen implicacioacuten en las patologiacuteas y son solo variacioacuten normal pero perdidas o ganancias de copias pueden ser causa de enfermedad Base de datos de variantes genoacutemicas Data Base of Genomic Variants httpprojectstcagcavariation
Deteccioacuten y caracterizacioacuten de CNVs mediante arrays de SNPs
TEA SINDROacuteMICOS TEA NO SINDROacuteMICOS
Complex (~70)
Chromosomal abnormalities (~5)
Single gene disorders (~5-7)
CNVs Duplication Deletions 20
Currently a genetic cause can be identified in 20-25 of children with autism
Specific teratogenic exposures (~2)
Rubella Cytomegalovirus Alcohol Valproic acid Thalidomide Misoprostol
FISH Hibridacioacuten fluorescente in situ
Cromosopatiacuteas y defectos
estructurales
Arrays de CGH (Hibridacioacuten
genoacutemica comparada)
Microarrays de SNPs y sondas para
CNVs
Cariotipo
PCR
bull Chromosomal Disorders (5) Trisomy 21 Children with Down syndrome have autism more commonly than expected The incidence was at least 7 in one study [Kent et al 1999] 45X Turner syndrome 45X46XY mosaicism 47XYY del7q del22q112 Del22q133 del2q37 del18q delXp223
Williams Deletion Region
New findings about Williams syndrome may
shine light on autism research
Journal of Neuroscience 2010
Maternally derived duplication of the Prader-WilliAngelman syndrome critical region (15q11-q13) is the most commonly observed chromosome abnormality in autism detected in 1-3 of children with autism Most commonly this duplication is the result of a de novo supernumerary isodicentric 15q chromosome and less commonly the result of segregation of a parental chromosome translocation or a maternally derived interstitial 15q duplication
Single gene disorders (5) Fragile X syndrome Whereas 1 to 3 of children ascertained on the basis of an autism diagnosis have fragile X syndrome at least half the children with fragile X syndrome have some autistic behaviors
Single Genetic Disorders (molecular) PTEN germiline mutations Rett syndrome Smith-Lemli-Opitz syndrome Smith-Magenis syndrome Tuberous Sclerosis CHARGE syndrome Sotos syndrome Hypomelanosis of Ito San Filippo syndrome Cornelia de Lange syndrome Williams syndrome Timothy syndrome Joubert syndrome NF1 WAGR Duchenne muscular dystrophy
bull Disorders of purine metabolism bull Disorders of pyrimidine metabolism bull Unknown sulfation defect bull Disorders of GABA metabolism bull Disorders of creatine metabolism
mtDNA
CNVs- Duplication deletions (15-20)
A large-scale survey of the novel 15q24 microdeletion syndrome in autism spectrum disorders identifies an atypical deletion that narrows the critical region McInnes et al Molecular Autism 2010 15 doi1011862040-2392-1-5
16p112 deletion is characterized by developmental delay intellectual disability andor autism spectrum disorder (ASD) Developmental delays are more related to diminished language and cognitive function than motor disability Weiss et al [2008] reported 16p112 deletions or duplications in approximately 1 of individuals with autism and 15 of children with developmental or language delays
Mefford HC et al N Engl J Med 2012366733-743
Affymetrix CytoScan HD Array
Affymetrix CytoScan HD Array SOFTWARE Y VISUALIZACION
DISCAPACIDAD INTELECTUAL SEVERA TEA EJEMPLO DE DI DE HERENCIA LIGADA AL X (MRX60 MIM 300486) AFECTO 8E011 (varoacuten) MADRE 1H240 NO PORTADORA
AFECTO delecioacuten en cromosoma X (varoacuten) Madre SANA no portadora de la delecioacuten DELECIOacuteN de novo en Xq12 afectando a gen OPHN1 (gen que codifica la proteiacutena activadora de GTPasa Rho cuya LOF estaacute asociada con DI ligada al X (Kasri et al 2009))
Deteccioacuten y caracterizacioacuten de CNVs mediante arrays de SNPs
DISCAPACIDAD INTELECTUAL SEVERA TEA EJEMPLO DE TEA SINDROacuteMICO SINDROME DE WOLF-HIRSCHHORN (MIM 194190) Nombres alternativos Siacutendrome de la delecioacuten 4p163 Siacutendrome de PITT-ROGERS-DANKS PRDS Siacutendrome de PITT
FAMILIA 8B710 y 9H424
AFECTO delecioacuten en hemicigosis Madre SANA no portadora de la delecioacuten DELECIOacuteN en 4p163 afectando a muacuteltiples genes
The empiric aggregate risk to sibs of individuals with autism of unknown cause
varies across studies but is generally considered to range from 5 to 10 for
autism and 10 to 15 for milder symptoms including language social and
psychiatric disorders [Bolton et al 1994 Lauritsen et al 2005 Miles et al 2005
Landa 2008 Selkirk et al 2009] For families with two or more affected children
the recurrence risk approaches 35 [Ritvo et al 1989]
Risk to Family MembersmdashAutism of Unknown Cause
Mefford HC et al N Engl J Med 2012366733-743
NGS
Clinical Genetic Testing for Patients With Autism Spectrum Disorders excluding single gen disorders
bull Karyotype yielded abnormal results in 3
bull Fragile X testing was abnormal 2
bull CNVs identified deletions or duplications in 20
Affy Cytoscan 300 euro (reagents) 20 Fragil X 200 euro (reagents) (Δ25) Exome analysis 700 euro (reagents) (Δ30-35)
Mefford HC et al N Engl J Med 2012366733-743
Complex-Unknown (~70)
Chromosomal abnormalities (~7)
Single gene disorders (~5)
CNVs Duplication Deletions 15-20
Currently a genetic cause can be identified in 20-25 of children with autism
Specific teratogenic exposures (~2)
TEA NO TEA
Allele 1 Allele 2
Marker A is associated with
Phenotype
Marker A
Allele 1 =
Allele 2 =
Human Genetic Association Study Design
SNP SINGLE NUCLEOTIDE POLYMORPHISM
ATCGGCGTACCTGATTCCGAATCCGTATCG
ATCGGCGTACCTGAATCCGAATCCGTATCG
33 Gigabases Human Genome gt18 M SNP 1 SNPlt200 bp
1M SNPs
1M Tag SNPs
identified
Coordination
NODE 1 Santiago de
Compostela (USC)
NODE 2 Madrid (CNIO)
Scientific advisory board Board
Management unit
CENTRO NACIONAL DE GENOTIPADO CEGEN-ISCIII
Illumina 1K
Affymetrix 60
AXIOM
Assessing the impact of a combined analysis of four common low-risk genetic variants on autism risk Carayol et al Molecular autism 2010 14
Results In both samples odds ratios (ORs) increased significantly as a function of the number of risk alleles with a genetic score of 8 being associated with an OR of 554 (95 confidence interval [CI] 245 to 1249) The sensitivities and specificities for each genetic score were similar in both analyses and the resultant area under the receiver operating characteristic curves were identical (059) Conclusions These results suggest that the accumulation of multiple risk alleles in a genetic score is a useful strategy for assessing the risk of autism in siblings of affected individuals and may be better than studying single polymorphisms for identifying subgroups of individuals with significantly greater risk
Next-Generation Sequencing Technologies
Technology Sequencing method Ampliifcation method
Read lenght (bp) Throughput (Mbrun)
454 Synthesis (Pyrosequencing) emPCR 400 -1000 50-500-900
Illumina Synthesis Bridge PCR 100+100 1020-600000
SOLiD Ligation emPCR 75+35 100000-180000
HeliScope Synthesis None 35 28000
Ion Torrent Synthesis (H+ detection) emPCR 100 10 -100-1000
PacBio Synthesis None 860-1100
Single DNA Molecule Technologies
Recurrent
protein-altering
mutations were
observed in
two
genesCHD8
and
NTNG1 M
Trends Cogn Sci 2012 Jan16(1)81-91 Epub 2011 Dec 10 Neurocognitive endophenotypes of impulsivity and compulsivity towards dimensional psychiatry Robbins TW Gillan CM Smith DG de Wit S Ersche KD
ATCGGCTAGCTGATCGACGATGACCGTAGCGTTGATCGGTAGGCTAGCTGAAACTTAACGGA
ATCTACGGATGGCTGACTGATG
ATCTACGGATGGCTGACTGATG
ATCTACGGATGGCTGACTGATG
GATA GATA GATA GATA GATA GATA GATA GATA
ATTACTGATCGGTAGCTGAGCCAATGGCAGTGATGGATGGTAGCTGAGTGCTGGACAT
Minisatellites
SNPs
MUTACIONES
CON ESE SOL HAY MAS LUZ
CON ESA SAL HAY MAS LUZ
ONE SES OLH AYM ASL UZ
CNVs- Duplication deletions (15-20)
CNV fragmento de ADN de tamantildeo ge 1 kb y que estaacute presente en nuacutemero de copia variable en relacioacuten a un genoma de referencia
PEacuteRDIDAS (deleciones hemicigotas y genotipos nulos o deleciones homocigotas) GANANCIAS (inserciones duplicaciones y amplificaciones)
Delecioacuten homocigota CN 0
Delecioacuten hemicigota CN 1
Normal CN 2
Copy neutral LOH UPD CN 2
Amplificacioacuten CN 6
El teacutermino CNV no implica datos de frecuencia CNV polimoacuterfica polimorfismo de nuacutemero de copia o CNP si gt 1 CNV rara si lt 1 La mayor parte de los CNVs no tienen implicacioacuten en las patologiacuteas y son solo variacioacuten normal pero perdidas o ganancias de copias pueden ser causa de enfermedad Base de datos de variantes genoacutemicas Data Base of Genomic Variants httpprojectstcagcavariation
Deteccioacuten y caracterizacioacuten de CNVs mediante arrays de SNPs
TEA SINDROacuteMICOS TEA NO SINDROacuteMICOS
Complex (~70)
Chromosomal abnormalities (~5)
Single gene disorders (~5-7)
CNVs Duplication Deletions 20
Currently a genetic cause can be identified in 20-25 of children with autism
Specific teratogenic exposures (~2)
Rubella Cytomegalovirus Alcohol Valproic acid Thalidomide Misoprostol
FISH Hibridacioacuten fluorescente in situ
Cromosopatiacuteas y defectos
estructurales
Arrays de CGH (Hibridacioacuten
genoacutemica comparada)
Microarrays de SNPs y sondas para
CNVs
Cariotipo
PCR
bull Chromosomal Disorders (5) Trisomy 21 Children with Down syndrome have autism more commonly than expected The incidence was at least 7 in one study [Kent et al 1999] 45X Turner syndrome 45X46XY mosaicism 47XYY del7q del22q112 Del22q133 del2q37 del18q delXp223
Williams Deletion Region
New findings about Williams syndrome may
shine light on autism research
Journal of Neuroscience 2010
Maternally derived duplication of the Prader-WilliAngelman syndrome critical region (15q11-q13) is the most commonly observed chromosome abnormality in autism detected in 1-3 of children with autism Most commonly this duplication is the result of a de novo supernumerary isodicentric 15q chromosome and less commonly the result of segregation of a parental chromosome translocation or a maternally derived interstitial 15q duplication
Single gene disorders (5) Fragile X syndrome Whereas 1 to 3 of children ascertained on the basis of an autism diagnosis have fragile X syndrome at least half the children with fragile X syndrome have some autistic behaviors
Single Genetic Disorders (molecular) PTEN germiline mutations Rett syndrome Smith-Lemli-Opitz syndrome Smith-Magenis syndrome Tuberous Sclerosis CHARGE syndrome Sotos syndrome Hypomelanosis of Ito San Filippo syndrome Cornelia de Lange syndrome Williams syndrome Timothy syndrome Joubert syndrome NF1 WAGR Duchenne muscular dystrophy
bull Disorders of purine metabolism bull Disorders of pyrimidine metabolism bull Unknown sulfation defect bull Disorders of GABA metabolism bull Disorders of creatine metabolism
mtDNA
CNVs- Duplication deletions (15-20)
A large-scale survey of the novel 15q24 microdeletion syndrome in autism spectrum disorders identifies an atypical deletion that narrows the critical region McInnes et al Molecular Autism 2010 15 doi1011862040-2392-1-5
16p112 deletion is characterized by developmental delay intellectual disability andor autism spectrum disorder (ASD) Developmental delays are more related to diminished language and cognitive function than motor disability Weiss et al [2008] reported 16p112 deletions or duplications in approximately 1 of individuals with autism and 15 of children with developmental or language delays
Mefford HC et al N Engl J Med 2012366733-743
Affymetrix CytoScan HD Array
Affymetrix CytoScan HD Array SOFTWARE Y VISUALIZACION
DISCAPACIDAD INTELECTUAL SEVERA TEA EJEMPLO DE DI DE HERENCIA LIGADA AL X (MRX60 MIM 300486) AFECTO 8E011 (varoacuten) MADRE 1H240 NO PORTADORA
AFECTO delecioacuten en cromosoma X (varoacuten) Madre SANA no portadora de la delecioacuten DELECIOacuteN de novo en Xq12 afectando a gen OPHN1 (gen que codifica la proteiacutena activadora de GTPasa Rho cuya LOF estaacute asociada con DI ligada al X (Kasri et al 2009))
Deteccioacuten y caracterizacioacuten de CNVs mediante arrays de SNPs
DISCAPACIDAD INTELECTUAL SEVERA TEA EJEMPLO DE TEA SINDROacuteMICO SINDROME DE WOLF-HIRSCHHORN (MIM 194190) Nombres alternativos Siacutendrome de la delecioacuten 4p163 Siacutendrome de PITT-ROGERS-DANKS PRDS Siacutendrome de PITT
FAMILIA 8B710 y 9H424
AFECTO delecioacuten en hemicigosis Madre SANA no portadora de la delecioacuten DELECIOacuteN en 4p163 afectando a muacuteltiples genes
The empiric aggregate risk to sibs of individuals with autism of unknown cause
varies across studies but is generally considered to range from 5 to 10 for
autism and 10 to 15 for milder symptoms including language social and
psychiatric disorders [Bolton et al 1994 Lauritsen et al 2005 Miles et al 2005
Landa 2008 Selkirk et al 2009] For families with two or more affected children
the recurrence risk approaches 35 [Ritvo et al 1989]
Risk to Family MembersmdashAutism of Unknown Cause
Mefford HC et al N Engl J Med 2012366733-743
NGS
Clinical Genetic Testing for Patients With Autism Spectrum Disorders excluding single gen disorders
bull Karyotype yielded abnormal results in 3
bull Fragile X testing was abnormal 2
bull CNVs identified deletions or duplications in 20
Affy Cytoscan 300 euro (reagents) 20 Fragil X 200 euro (reagents) (Δ25) Exome analysis 700 euro (reagents) (Δ30-35)
Mefford HC et al N Engl J Med 2012366733-743
Complex-Unknown (~70)
Chromosomal abnormalities (~7)
Single gene disorders (~5)
CNVs Duplication Deletions 15-20
Currently a genetic cause can be identified in 20-25 of children with autism
Specific teratogenic exposures (~2)
TEA NO TEA
Allele 1 Allele 2
Marker A is associated with
Phenotype
Marker A
Allele 1 =
Allele 2 =
Human Genetic Association Study Design
SNP SINGLE NUCLEOTIDE POLYMORPHISM
ATCGGCGTACCTGATTCCGAATCCGTATCG
ATCGGCGTACCTGAATCCGAATCCGTATCG
33 Gigabases Human Genome gt18 M SNP 1 SNPlt200 bp
1M SNPs
1M Tag SNPs
identified
Coordination
NODE 1 Santiago de
Compostela (USC)
NODE 2 Madrid (CNIO)
Scientific advisory board Board
Management unit
CENTRO NACIONAL DE GENOTIPADO CEGEN-ISCIII
Illumina 1K
Affymetrix 60
AXIOM
Assessing the impact of a combined analysis of four common low-risk genetic variants on autism risk Carayol et al Molecular autism 2010 14
Results In both samples odds ratios (ORs) increased significantly as a function of the number of risk alleles with a genetic score of 8 being associated with an OR of 554 (95 confidence interval [CI] 245 to 1249) The sensitivities and specificities for each genetic score were similar in both analyses and the resultant area under the receiver operating characteristic curves were identical (059) Conclusions These results suggest that the accumulation of multiple risk alleles in a genetic score is a useful strategy for assessing the risk of autism in siblings of affected individuals and may be better than studying single polymorphisms for identifying subgroups of individuals with significantly greater risk
Next-Generation Sequencing Technologies
Technology Sequencing method Ampliifcation method
Read lenght (bp) Throughput (Mbrun)
454 Synthesis (Pyrosequencing) emPCR 400 -1000 50-500-900
Illumina Synthesis Bridge PCR 100+100 1020-600000
SOLiD Ligation emPCR 75+35 100000-180000
HeliScope Synthesis None 35 28000
Ion Torrent Synthesis (H+ detection) emPCR 100 10 -100-1000
PacBio Synthesis None 860-1100
Single DNA Molecule Technologies
Recurrent
protein-altering
mutations were
observed in
two
genesCHD8
and
NTNG1 M
Trends Cogn Sci 2012 Jan16(1)81-91 Epub 2011 Dec 10 Neurocognitive endophenotypes of impulsivity and compulsivity towards dimensional psychiatry Robbins TW Gillan CM Smith DG de Wit S Ersche KD
CNVs- Duplication deletions (15-20)
CNV fragmento de ADN de tamantildeo ge 1 kb y que estaacute presente en nuacutemero de copia variable en relacioacuten a un genoma de referencia
PEacuteRDIDAS (deleciones hemicigotas y genotipos nulos o deleciones homocigotas) GANANCIAS (inserciones duplicaciones y amplificaciones)
Delecioacuten homocigota CN 0
Delecioacuten hemicigota CN 1
Normal CN 2
Copy neutral LOH UPD CN 2
Amplificacioacuten CN 6
El teacutermino CNV no implica datos de frecuencia CNV polimoacuterfica polimorfismo de nuacutemero de copia o CNP si gt 1 CNV rara si lt 1 La mayor parte de los CNVs no tienen implicacioacuten en las patologiacuteas y son solo variacioacuten normal pero perdidas o ganancias de copias pueden ser causa de enfermedad Base de datos de variantes genoacutemicas Data Base of Genomic Variants httpprojectstcagcavariation
Deteccioacuten y caracterizacioacuten de CNVs mediante arrays de SNPs
TEA SINDROacuteMICOS TEA NO SINDROacuteMICOS
Complex (~70)
Chromosomal abnormalities (~5)
Single gene disorders (~5-7)
CNVs Duplication Deletions 20
Currently a genetic cause can be identified in 20-25 of children with autism
Specific teratogenic exposures (~2)
Rubella Cytomegalovirus Alcohol Valproic acid Thalidomide Misoprostol
FISH Hibridacioacuten fluorescente in situ
Cromosopatiacuteas y defectos
estructurales
Arrays de CGH (Hibridacioacuten
genoacutemica comparada)
Microarrays de SNPs y sondas para
CNVs
Cariotipo
PCR
bull Chromosomal Disorders (5) Trisomy 21 Children with Down syndrome have autism more commonly than expected The incidence was at least 7 in one study [Kent et al 1999] 45X Turner syndrome 45X46XY mosaicism 47XYY del7q del22q112 Del22q133 del2q37 del18q delXp223
Williams Deletion Region
New findings about Williams syndrome may
shine light on autism research
Journal of Neuroscience 2010
Maternally derived duplication of the Prader-WilliAngelman syndrome critical region (15q11-q13) is the most commonly observed chromosome abnormality in autism detected in 1-3 of children with autism Most commonly this duplication is the result of a de novo supernumerary isodicentric 15q chromosome and less commonly the result of segregation of a parental chromosome translocation or a maternally derived interstitial 15q duplication
Single gene disorders (5) Fragile X syndrome Whereas 1 to 3 of children ascertained on the basis of an autism diagnosis have fragile X syndrome at least half the children with fragile X syndrome have some autistic behaviors
Single Genetic Disorders (molecular) PTEN germiline mutations Rett syndrome Smith-Lemli-Opitz syndrome Smith-Magenis syndrome Tuberous Sclerosis CHARGE syndrome Sotos syndrome Hypomelanosis of Ito San Filippo syndrome Cornelia de Lange syndrome Williams syndrome Timothy syndrome Joubert syndrome NF1 WAGR Duchenne muscular dystrophy
bull Disorders of purine metabolism bull Disorders of pyrimidine metabolism bull Unknown sulfation defect bull Disorders of GABA metabolism bull Disorders of creatine metabolism
mtDNA
CNVs- Duplication deletions (15-20)
A large-scale survey of the novel 15q24 microdeletion syndrome in autism spectrum disorders identifies an atypical deletion that narrows the critical region McInnes et al Molecular Autism 2010 15 doi1011862040-2392-1-5
16p112 deletion is characterized by developmental delay intellectual disability andor autism spectrum disorder (ASD) Developmental delays are more related to diminished language and cognitive function than motor disability Weiss et al [2008] reported 16p112 deletions or duplications in approximately 1 of individuals with autism and 15 of children with developmental or language delays
Mefford HC et al N Engl J Med 2012366733-743
Affymetrix CytoScan HD Array
Affymetrix CytoScan HD Array SOFTWARE Y VISUALIZACION
DISCAPACIDAD INTELECTUAL SEVERA TEA EJEMPLO DE DI DE HERENCIA LIGADA AL X (MRX60 MIM 300486) AFECTO 8E011 (varoacuten) MADRE 1H240 NO PORTADORA
AFECTO delecioacuten en cromosoma X (varoacuten) Madre SANA no portadora de la delecioacuten DELECIOacuteN de novo en Xq12 afectando a gen OPHN1 (gen que codifica la proteiacutena activadora de GTPasa Rho cuya LOF estaacute asociada con DI ligada al X (Kasri et al 2009))
Deteccioacuten y caracterizacioacuten de CNVs mediante arrays de SNPs
DISCAPACIDAD INTELECTUAL SEVERA TEA EJEMPLO DE TEA SINDROacuteMICO SINDROME DE WOLF-HIRSCHHORN (MIM 194190) Nombres alternativos Siacutendrome de la delecioacuten 4p163 Siacutendrome de PITT-ROGERS-DANKS PRDS Siacutendrome de PITT
FAMILIA 8B710 y 9H424
AFECTO delecioacuten en hemicigosis Madre SANA no portadora de la delecioacuten DELECIOacuteN en 4p163 afectando a muacuteltiples genes
The empiric aggregate risk to sibs of individuals with autism of unknown cause
varies across studies but is generally considered to range from 5 to 10 for
autism and 10 to 15 for milder symptoms including language social and
psychiatric disorders [Bolton et al 1994 Lauritsen et al 2005 Miles et al 2005
Landa 2008 Selkirk et al 2009] For families with two or more affected children
the recurrence risk approaches 35 [Ritvo et al 1989]
Risk to Family MembersmdashAutism of Unknown Cause
Mefford HC et al N Engl J Med 2012366733-743
NGS
Clinical Genetic Testing for Patients With Autism Spectrum Disorders excluding single gen disorders
bull Karyotype yielded abnormal results in 3
bull Fragile X testing was abnormal 2
bull CNVs identified deletions or duplications in 20
Affy Cytoscan 300 euro (reagents) 20 Fragil X 200 euro (reagents) (Δ25) Exome analysis 700 euro (reagents) (Δ30-35)
Mefford HC et al N Engl J Med 2012366733-743
Complex-Unknown (~70)
Chromosomal abnormalities (~7)
Single gene disorders (~5)
CNVs Duplication Deletions 15-20
Currently a genetic cause can be identified in 20-25 of children with autism
Specific teratogenic exposures (~2)
TEA NO TEA
Allele 1 Allele 2
Marker A is associated with
Phenotype
Marker A
Allele 1 =
Allele 2 =
Human Genetic Association Study Design
SNP SINGLE NUCLEOTIDE POLYMORPHISM
ATCGGCGTACCTGATTCCGAATCCGTATCG
ATCGGCGTACCTGAATCCGAATCCGTATCG
33 Gigabases Human Genome gt18 M SNP 1 SNPlt200 bp
1M SNPs
1M Tag SNPs
identified
Coordination
NODE 1 Santiago de
Compostela (USC)
NODE 2 Madrid (CNIO)
Scientific advisory board Board
Management unit
CENTRO NACIONAL DE GENOTIPADO CEGEN-ISCIII
Illumina 1K
Affymetrix 60
AXIOM
Assessing the impact of a combined analysis of four common low-risk genetic variants on autism risk Carayol et al Molecular autism 2010 14
Results In both samples odds ratios (ORs) increased significantly as a function of the number of risk alleles with a genetic score of 8 being associated with an OR of 554 (95 confidence interval [CI] 245 to 1249) The sensitivities and specificities for each genetic score were similar in both analyses and the resultant area under the receiver operating characteristic curves were identical (059) Conclusions These results suggest that the accumulation of multiple risk alleles in a genetic score is a useful strategy for assessing the risk of autism in siblings of affected individuals and may be better than studying single polymorphisms for identifying subgroups of individuals with significantly greater risk
Next-Generation Sequencing Technologies
Technology Sequencing method Ampliifcation method
Read lenght (bp) Throughput (Mbrun)
454 Synthesis (Pyrosequencing) emPCR 400 -1000 50-500-900
Illumina Synthesis Bridge PCR 100+100 1020-600000
SOLiD Ligation emPCR 75+35 100000-180000
HeliScope Synthesis None 35 28000
Ion Torrent Synthesis (H+ detection) emPCR 100 10 -100-1000
PacBio Synthesis None 860-1100
Single DNA Molecule Technologies
Recurrent
protein-altering
mutations were
observed in
two
genesCHD8
and
NTNG1 M
Trends Cogn Sci 2012 Jan16(1)81-91 Epub 2011 Dec 10 Neurocognitive endophenotypes of impulsivity and compulsivity towards dimensional psychiatry Robbins TW Gillan CM Smith DG de Wit S Ersche KD
CNV fragmento de ADN de tamantildeo ge 1 kb y que estaacute presente en nuacutemero de copia variable en relacioacuten a un genoma de referencia
PEacuteRDIDAS (deleciones hemicigotas y genotipos nulos o deleciones homocigotas) GANANCIAS (inserciones duplicaciones y amplificaciones)
Delecioacuten homocigota CN 0
Delecioacuten hemicigota CN 1
Normal CN 2
Copy neutral LOH UPD CN 2
Amplificacioacuten CN 6
El teacutermino CNV no implica datos de frecuencia CNV polimoacuterfica polimorfismo de nuacutemero de copia o CNP si gt 1 CNV rara si lt 1 La mayor parte de los CNVs no tienen implicacioacuten en las patologiacuteas y son solo variacioacuten normal pero perdidas o ganancias de copias pueden ser causa de enfermedad Base de datos de variantes genoacutemicas Data Base of Genomic Variants httpprojectstcagcavariation
Deteccioacuten y caracterizacioacuten de CNVs mediante arrays de SNPs
TEA SINDROacuteMICOS TEA NO SINDROacuteMICOS
Complex (~70)
Chromosomal abnormalities (~5)
Single gene disorders (~5-7)
CNVs Duplication Deletions 20
Currently a genetic cause can be identified in 20-25 of children with autism
Specific teratogenic exposures (~2)
Rubella Cytomegalovirus Alcohol Valproic acid Thalidomide Misoprostol
FISH Hibridacioacuten fluorescente in situ
Cromosopatiacuteas y defectos
estructurales
Arrays de CGH (Hibridacioacuten
genoacutemica comparada)
Microarrays de SNPs y sondas para
CNVs
Cariotipo
PCR
bull Chromosomal Disorders (5) Trisomy 21 Children with Down syndrome have autism more commonly than expected The incidence was at least 7 in one study [Kent et al 1999] 45X Turner syndrome 45X46XY mosaicism 47XYY del7q del22q112 Del22q133 del2q37 del18q delXp223
Williams Deletion Region
New findings about Williams syndrome may
shine light on autism research
Journal of Neuroscience 2010
Maternally derived duplication of the Prader-WilliAngelman syndrome critical region (15q11-q13) is the most commonly observed chromosome abnormality in autism detected in 1-3 of children with autism Most commonly this duplication is the result of a de novo supernumerary isodicentric 15q chromosome and less commonly the result of segregation of a parental chromosome translocation or a maternally derived interstitial 15q duplication
Single gene disorders (5) Fragile X syndrome Whereas 1 to 3 of children ascertained on the basis of an autism diagnosis have fragile X syndrome at least half the children with fragile X syndrome have some autistic behaviors
Single Genetic Disorders (molecular) PTEN germiline mutations Rett syndrome Smith-Lemli-Opitz syndrome Smith-Magenis syndrome Tuberous Sclerosis CHARGE syndrome Sotos syndrome Hypomelanosis of Ito San Filippo syndrome Cornelia de Lange syndrome Williams syndrome Timothy syndrome Joubert syndrome NF1 WAGR Duchenne muscular dystrophy
bull Disorders of purine metabolism bull Disorders of pyrimidine metabolism bull Unknown sulfation defect bull Disorders of GABA metabolism bull Disorders of creatine metabolism
mtDNA
CNVs- Duplication deletions (15-20)
A large-scale survey of the novel 15q24 microdeletion syndrome in autism spectrum disorders identifies an atypical deletion that narrows the critical region McInnes et al Molecular Autism 2010 15 doi1011862040-2392-1-5
16p112 deletion is characterized by developmental delay intellectual disability andor autism spectrum disorder (ASD) Developmental delays are more related to diminished language and cognitive function than motor disability Weiss et al [2008] reported 16p112 deletions or duplications in approximately 1 of individuals with autism and 15 of children with developmental or language delays
Mefford HC et al N Engl J Med 2012366733-743
Affymetrix CytoScan HD Array
Affymetrix CytoScan HD Array SOFTWARE Y VISUALIZACION
DISCAPACIDAD INTELECTUAL SEVERA TEA EJEMPLO DE DI DE HERENCIA LIGADA AL X (MRX60 MIM 300486) AFECTO 8E011 (varoacuten) MADRE 1H240 NO PORTADORA
AFECTO delecioacuten en cromosoma X (varoacuten) Madre SANA no portadora de la delecioacuten DELECIOacuteN de novo en Xq12 afectando a gen OPHN1 (gen que codifica la proteiacutena activadora de GTPasa Rho cuya LOF estaacute asociada con DI ligada al X (Kasri et al 2009))
Deteccioacuten y caracterizacioacuten de CNVs mediante arrays de SNPs
DISCAPACIDAD INTELECTUAL SEVERA TEA EJEMPLO DE TEA SINDROacuteMICO SINDROME DE WOLF-HIRSCHHORN (MIM 194190) Nombres alternativos Siacutendrome de la delecioacuten 4p163 Siacutendrome de PITT-ROGERS-DANKS PRDS Siacutendrome de PITT
FAMILIA 8B710 y 9H424
AFECTO delecioacuten en hemicigosis Madre SANA no portadora de la delecioacuten DELECIOacuteN en 4p163 afectando a muacuteltiples genes
The empiric aggregate risk to sibs of individuals with autism of unknown cause
varies across studies but is generally considered to range from 5 to 10 for
autism and 10 to 15 for milder symptoms including language social and
psychiatric disorders [Bolton et al 1994 Lauritsen et al 2005 Miles et al 2005
Landa 2008 Selkirk et al 2009] For families with two or more affected children
the recurrence risk approaches 35 [Ritvo et al 1989]
Risk to Family MembersmdashAutism of Unknown Cause
Mefford HC et al N Engl J Med 2012366733-743
NGS
Clinical Genetic Testing for Patients With Autism Spectrum Disorders excluding single gen disorders
bull Karyotype yielded abnormal results in 3
bull Fragile X testing was abnormal 2
bull CNVs identified deletions or duplications in 20
Affy Cytoscan 300 euro (reagents) 20 Fragil X 200 euro (reagents) (Δ25) Exome analysis 700 euro (reagents) (Δ30-35)
Mefford HC et al N Engl J Med 2012366733-743
Complex-Unknown (~70)
Chromosomal abnormalities (~7)
Single gene disorders (~5)
CNVs Duplication Deletions 15-20
Currently a genetic cause can be identified in 20-25 of children with autism
Specific teratogenic exposures (~2)
TEA NO TEA
Allele 1 Allele 2
Marker A is associated with
Phenotype
Marker A
Allele 1 =
Allele 2 =
Human Genetic Association Study Design
SNP SINGLE NUCLEOTIDE POLYMORPHISM
ATCGGCGTACCTGATTCCGAATCCGTATCG
ATCGGCGTACCTGAATCCGAATCCGTATCG
33 Gigabases Human Genome gt18 M SNP 1 SNPlt200 bp
1M SNPs
1M Tag SNPs
identified
Coordination
NODE 1 Santiago de
Compostela (USC)
NODE 2 Madrid (CNIO)
Scientific advisory board Board
Management unit
CENTRO NACIONAL DE GENOTIPADO CEGEN-ISCIII
Illumina 1K
Affymetrix 60
AXIOM
Assessing the impact of a combined analysis of four common low-risk genetic variants on autism risk Carayol et al Molecular autism 2010 14
Results In both samples odds ratios (ORs) increased significantly as a function of the number of risk alleles with a genetic score of 8 being associated with an OR of 554 (95 confidence interval [CI] 245 to 1249) The sensitivities and specificities for each genetic score were similar in both analyses and the resultant area under the receiver operating characteristic curves were identical (059) Conclusions These results suggest that the accumulation of multiple risk alleles in a genetic score is a useful strategy for assessing the risk of autism in siblings of affected individuals and may be better than studying single polymorphisms for identifying subgroups of individuals with significantly greater risk
Next-Generation Sequencing Technologies
Technology Sequencing method Ampliifcation method
Read lenght (bp) Throughput (Mbrun)
454 Synthesis (Pyrosequencing) emPCR 400 -1000 50-500-900
Illumina Synthesis Bridge PCR 100+100 1020-600000
SOLiD Ligation emPCR 75+35 100000-180000
HeliScope Synthesis None 35 28000
Ion Torrent Synthesis (H+ detection) emPCR 100 10 -100-1000
PacBio Synthesis None 860-1100
Single DNA Molecule Technologies
Recurrent
protein-altering
mutations were
observed in
two
genesCHD8
and
NTNG1 M
Trends Cogn Sci 2012 Jan16(1)81-91 Epub 2011 Dec 10 Neurocognitive endophenotypes of impulsivity and compulsivity towards dimensional psychiatry Robbins TW Gillan CM Smith DG de Wit S Ersche KD
El teacutermino CNV no implica datos de frecuencia CNV polimoacuterfica polimorfismo de nuacutemero de copia o CNP si gt 1 CNV rara si lt 1 La mayor parte de los CNVs no tienen implicacioacuten en las patologiacuteas y son solo variacioacuten normal pero perdidas o ganancias de copias pueden ser causa de enfermedad Base de datos de variantes genoacutemicas Data Base of Genomic Variants httpprojectstcagcavariation
Deteccioacuten y caracterizacioacuten de CNVs mediante arrays de SNPs
TEA SINDROacuteMICOS TEA NO SINDROacuteMICOS
Complex (~70)
Chromosomal abnormalities (~5)
Single gene disorders (~5-7)
CNVs Duplication Deletions 20
Currently a genetic cause can be identified in 20-25 of children with autism
Specific teratogenic exposures (~2)
Rubella Cytomegalovirus Alcohol Valproic acid Thalidomide Misoprostol
FISH Hibridacioacuten fluorescente in situ
Cromosopatiacuteas y defectos
estructurales
Arrays de CGH (Hibridacioacuten
genoacutemica comparada)
Microarrays de SNPs y sondas para
CNVs
Cariotipo
PCR
bull Chromosomal Disorders (5) Trisomy 21 Children with Down syndrome have autism more commonly than expected The incidence was at least 7 in one study [Kent et al 1999] 45X Turner syndrome 45X46XY mosaicism 47XYY del7q del22q112 Del22q133 del2q37 del18q delXp223
Williams Deletion Region
New findings about Williams syndrome may
shine light on autism research
Journal of Neuroscience 2010
Maternally derived duplication of the Prader-WilliAngelman syndrome critical region (15q11-q13) is the most commonly observed chromosome abnormality in autism detected in 1-3 of children with autism Most commonly this duplication is the result of a de novo supernumerary isodicentric 15q chromosome and less commonly the result of segregation of a parental chromosome translocation or a maternally derived interstitial 15q duplication
Single gene disorders (5) Fragile X syndrome Whereas 1 to 3 of children ascertained on the basis of an autism diagnosis have fragile X syndrome at least half the children with fragile X syndrome have some autistic behaviors
Single Genetic Disorders (molecular) PTEN germiline mutations Rett syndrome Smith-Lemli-Opitz syndrome Smith-Magenis syndrome Tuberous Sclerosis CHARGE syndrome Sotos syndrome Hypomelanosis of Ito San Filippo syndrome Cornelia de Lange syndrome Williams syndrome Timothy syndrome Joubert syndrome NF1 WAGR Duchenne muscular dystrophy
bull Disorders of purine metabolism bull Disorders of pyrimidine metabolism bull Unknown sulfation defect bull Disorders of GABA metabolism bull Disorders of creatine metabolism
mtDNA
CNVs- Duplication deletions (15-20)
A large-scale survey of the novel 15q24 microdeletion syndrome in autism spectrum disorders identifies an atypical deletion that narrows the critical region McInnes et al Molecular Autism 2010 15 doi1011862040-2392-1-5
16p112 deletion is characterized by developmental delay intellectual disability andor autism spectrum disorder (ASD) Developmental delays are more related to diminished language and cognitive function than motor disability Weiss et al [2008] reported 16p112 deletions or duplications in approximately 1 of individuals with autism and 15 of children with developmental or language delays
Mefford HC et al N Engl J Med 2012366733-743
Affymetrix CytoScan HD Array
Affymetrix CytoScan HD Array SOFTWARE Y VISUALIZACION
DISCAPACIDAD INTELECTUAL SEVERA TEA EJEMPLO DE DI DE HERENCIA LIGADA AL X (MRX60 MIM 300486) AFECTO 8E011 (varoacuten) MADRE 1H240 NO PORTADORA
AFECTO delecioacuten en cromosoma X (varoacuten) Madre SANA no portadora de la delecioacuten DELECIOacuteN de novo en Xq12 afectando a gen OPHN1 (gen que codifica la proteiacutena activadora de GTPasa Rho cuya LOF estaacute asociada con DI ligada al X (Kasri et al 2009))
Deteccioacuten y caracterizacioacuten de CNVs mediante arrays de SNPs
DISCAPACIDAD INTELECTUAL SEVERA TEA EJEMPLO DE TEA SINDROacuteMICO SINDROME DE WOLF-HIRSCHHORN (MIM 194190) Nombres alternativos Siacutendrome de la delecioacuten 4p163 Siacutendrome de PITT-ROGERS-DANKS PRDS Siacutendrome de PITT
FAMILIA 8B710 y 9H424
AFECTO delecioacuten en hemicigosis Madre SANA no portadora de la delecioacuten DELECIOacuteN en 4p163 afectando a muacuteltiples genes
The empiric aggregate risk to sibs of individuals with autism of unknown cause
varies across studies but is generally considered to range from 5 to 10 for
autism and 10 to 15 for milder symptoms including language social and
psychiatric disorders [Bolton et al 1994 Lauritsen et al 2005 Miles et al 2005
Landa 2008 Selkirk et al 2009] For families with two or more affected children
the recurrence risk approaches 35 [Ritvo et al 1989]
Risk to Family MembersmdashAutism of Unknown Cause
Mefford HC et al N Engl J Med 2012366733-743
NGS
Clinical Genetic Testing for Patients With Autism Spectrum Disorders excluding single gen disorders
bull Karyotype yielded abnormal results in 3
bull Fragile X testing was abnormal 2
bull CNVs identified deletions or duplications in 20
Affy Cytoscan 300 euro (reagents) 20 Fragil X 200 euro (reagents) (Δ25) Exome analysis 700 euro (reagents) (Δ30-35)
Mefford HC et al N Engl J Med 2012366733-743
Complex-Unknown (~70)
Chromosomal abnormalities (~7)
Single gene disorders (~5)
CNVs Duplication Deletions 15-20
Currently a genetic cause can be identified in 20-25 of children with autism
Specific teratogenic exposures (~2)
TEA NO TEA
Allele 1 Allele 2
Marker A is associated with
Phenotype
Marker A
Allele 1 =
Allele 2 =
Human Genetic Association Study Design
SNP SINGLE NUCLEOTIDE POLYMORPHISM
ATCGGCGTACCTGATTCCGAATCCGTATCG
ATCGGCGTACCTGAATCCGAATCCGTATCG
33 Gigabases Human Genome gt18 M SNP 1 SNPlt200 bp
1M SNPs
1M Tag SNPs
identified
Coordination
NODE 1 Santiago de
Compostela (USC)
NODE 2 Madrid (CNIO)
Scientific advisory board Board
Management unit
CENTRO NACIONAL DE GENOTIPADO CEGEN-ISCIII
Illumina 1K
Affymetrix 60
AXIOM
Assessing the impact of a combined analysis of four common low-risk genetic variants on autism risk Carayol et al Molecular autism 2010 14
Results In both samples odds ratios (ORs) increased significantly as a function of the number of risk alleles with a genetic score of 8 being associated with an OR of 554 (95 confidence interval [CI] 245 to 1249) The sensitivities and specificities for each genetic score were similar in both analyses and the resultant area under the receiver operating characteristic curves were identical (059) Conclusions These results suggest that the accumulation of multiple risk alleles in a genetic score is a useful strategy for assessing the risk of autism in siblings of affected individuals and may be better than studying single polymorphisms for identifying subgroups of individuals with significantly greater risk
Next-Generation Sequencing Technologies
Technology Sequencing method Ampliifcation method
Read lenght (bp) Throughput (Mbrun)
454 Synthesis (Pyrosequencing) emPCR 400 -1000 50-500-900
Illumina Synthesis Bridge PCR 100+100 1020-600000
SOLiD Ligation emPCR 75+35 100000-180000
HeliScope Synthesis None 35 28000
Ion Torrent Synthesis (H+ detection) emPCR 100 10 -100-1000
PacBio Synthesis None 860-1100
Single DNA Molecule Technologies
Recurrent
protein-altering
mutations were
observed in
two
genesCHD8
and
NTNG1 M
Trends Cogn Sci 2012 Jan16(1)81-91 Epub 2011 Dec 10 Neurocognitive endophenotypes of impulsivity and compulsivity towards dimensional psychiatry Robbins TW Gillan CM Smith DG de Wit S Ersche KD
TEA SINDROacuteMICOS TEA NO SINDROacuteMICOS
Complex (~70)
Chromosomal abnormalities (~5)
Single gene disorders (~5-7)
CNVs Duplication Deletions 20
Currently a genetic cause can be identified in 20-25 of children with autism
Specific teratogenic exposures (~2)
Rubella Cytomegalovirus Alcohol Valproic acid Thalidomide Misoprostol
FISH Hibridacioacuten fluorescente in situ
Cromosopatiacuteas y defectos
estructurales
Arrays de CGH (Hibridacioacuten
genoacutemica comparada)
Microarrays de SNPs y sondas para
CNVs
Cariotipo
PCR
bull Chromosomal Disorders (5) Trisomy 21 Children with Down syndrome have autism more commonly than expected The incidence was at least 7 in one study [Kent et al 1999] 45X Turner syndrome 45X46XY mosaicism 47XYY del7q del22q112 Del22q133 del2q37 del18q delXp223
Williams Deletion Region
New findings about Williams syndrome may
shine light on autism research
Journal of Neuroscience 2010
Maternally derived duplication of the Prader-WilliAngelman syndrome critical region (15q11-q13) is the most commonly observed chromosome abnormality in autism detected in 1-3 of children with autism Most commonly this duplication is the result of a de novo supernumerary isodicentric 15q chromosome and less commonly the result of segregation of a parental chromosome translocation or a maternally derived interstitial 15q duplication
Single gene disorders (5) Fragile X syndrome Whereas 1 to 3 of children ascertained on the basis of an autism diagnosis have fragile X syndrome at least half the children with fragile X syndrome have some autistic behaviors
Single Genetic Disorders (molecular) PTEN germiline mutations Rett syndrome Smith-Lemli-Opitz syndrome Smith-Magenis syndrome Tuberous Sclerosis CHARGE syndrome Sotos syndrome Hypomelanosis of Ito San Filippo syndrome Cornelia de Lange syndrome Williams syndrome Timothy syndrome Joubert syndrome NF1 WAGR Duchenne muscular dystrophy
bull Disorders of purine metabolism bull Disorders of pyrimidine metabolism bull Unknown sulfation defect bull Disorders of GABA metabolism bull Disorders of creatine metabolism
mtDNA
CNVs- Duplication deletions (15-20)
A large-scale survey of the novel 15q24 microdeletion syndrome in autism spectrum disorders identifies an atypical deletion that narrows the critical region McInnes et al Molecular Autism 2010 15 doi1011862040-2392-1-5
16p112 deletion is characterized by developmental delay intellectual disability andor autism spectrum disorder (ASD) Developmental delays are more related to diminished language and cognitive function than motor disability Weiss et al [2008] reported 16p112 deletions or duplications in approximately 1 of individuals with autism and 15 of children with developmental or language delays
Mefford HC et al N Engl J Med 2012366733-743
Affymetrix CytoScan HD Array
Affymetrix CytoScan HD Array SOFTWARE Y VISUALIZACION
DISCAPACIDAD INTELECTUAL SEVERA TEA EJEMPLO DE DI DE HERENCIA LIGADA AL X (MRX60 MIM 300486) AFECTO 8E011 (varoacuten) MADRE 1H240 NO PORTADORA
AFECTO delecioacuten en cromosoma X (varoacuten) Madre SANA no portadora de la delecioacuten DELECIOacuteN de novo en Xq12 afectando a gen OPHN1 (gen que codifica la proteiacutena activadora de GTPasa Rho cuya LOF estaacute asociada con DI ligada al X (Kasri et al 2009))
Deteccioacuten y caracterizacioacuten de CNVs mediante arrays de SNPs
DISCAPACIDAD INTELECTUAL SEVERA TEA EJEMPLO DE TEA SINDROacuteMICO SINDROME DE WOLF-HIRSCHHORN (MIM 194190) Nombres alternativos Siacutendrome de la delecioacuten 4p163 Siacutendrome de PITT-ROGERS-DANKS PRDS Siacutendrome de PITT
FAMILIA 8B710 y 9H424
AFECTO delecioacuten en hemicigosis Madre SANA no portadora de la delecioacuten DELECIOacuteN en 4p163 afectando a muacuteltiples genes
The empiric aggregate risk to sibs of individuals with autism of unknown cause
varies across studies but is generally considered to range from 5 to 10 for
autism and 10 to 15 for milder symptoms including language social and
psychiatric disorders [Bolton et al 1994 Lauritsen et al 2005 Miles et al 2005
Landa 2008 Selkirk et al 2009] For families with two or more affected children
the recurrence risk approaches 35 [Ritvo et al 1989]
Risk to Family MembersmdashAutism of Unknown Cause
Mefford HC et al N Engl J Med 2012366733-743
NGS
Clinical Genetic Testing for Patients With Autism Spectrum Disorders excluding single gen disorders
bull Karyotype yielded abnormal results in 3
bull Fragile X testing was abnormal 2
bull CNVs identified deletions or duplications in 20
Affy Cytoscan 300 euro (reagents) 20 Fragil X 200 euro (reagents) (Δ25) Exome analysis 700 euro (reagents) (Δ30-35)
Mefford HC et al N Engl J Med 2012366733-743
Complex-Unknown (~70)
Chromosomal abnormalities (~7)
Single gene disorders (~5)
CNVs Duplication Deletions 15-20
Currently a genetic cause can be identified in 20-25 of children with autism
Specific teratogenic exposures (~2)
TEA NO TEA
Allele 1 Allele 2
Marker A is associated with
Phenotype
Marker A
Allele 1 =
Allele 2 =
Human Genetic Association Study Design
SNP SINGLE NUCLEOTIDE POLYMORPHISM
ATCGGCGTACCTGATTCCGAATCCGTATCG
ATCGGCGTACCTGAATCCGAATCCGTATCG
33 Gigabases Human Genome gt18 M SNP 1 SNPlt200 bp
1M SNPs
1M Tag SNPs
identified
Coordination
NODE 1 Santiago de
Compostela (USC)
NODE 2 Madrid (CNIO)
Scientific advisory board Board
Management unit
CENTRO NACIONAL DE GENOTIPADO CEGEN-ISCIII
Illumina 1K
Affymetrix 60
AXIOM
Assessing the impact of a combined analysis of four common low-risk genetic variants on autism risk Carayol et al Molecular autism 2010 14
Results In both samples odds ratios (ORs) increased significantly as a function of the number of risk alleles with a genetic score of 8 being associated with an OR of 554 (95 confidence interval [CI] 245 to 1249) The sensitivities and specificities for each genetic score were similar in both analyses and the resultant area under the receiver operating characteristic curves were identical (059) Conclusions These results suggest that the accumulation of multiple risk alleles in a genetic score is a useful strategy for assessing the risk of autism in siblings of affected individuals and may be better than studying single polymorphisms for identifying subgroups of individuals with significantly greater risk
Next-Generation Sequencing Technologies
Technology Sequencing method Ampliifcation method
Read lenght (bp) Throughput (Mbrun)
454 Synthesis (Pyrosequencing) emPCR 400 -1000 50-500-900
Illumina Synthesis Bridge PCR 100+100 1020-600000
SOLiD Ligation emPCR 75+35 100000-180000
HeliScope Synthesis None 35 28000
Ion Torrent Synthesis (H+ detection) emPCR 100 10 -100-1000
PacBio Synthesis None 860-1100
Single DNA Molecule Technologies
Recurrent
protein-altering
mutations were
observed in
two
genesCHD8
and
NTNG1 M
Trends Cogn Sci 2012 Jan16(1)81-91 Epub 2011 Dec 10 Neurocognitive endophenotypes of impulsivity and compulsivity towards dimensional psychiatry Robbins TW Gillan CM Smith DG de Wit S Ersche KD
Complex (~70)
Chromosomal abnormalities (~5)
Single gene disorders (~5-7)
CNVs Duplication Deletions 20
Currently a genetic cause can be identified in 20-25 of children with autism
Specific teratogenic exposures (~2)
Rubella Cytomegalovirus Alcohol Valproic acid Thalidomide Misoprostol
FISH Hibridacioacuten fluorescente in situ
Cromosopatiacuteas y defectos
estructurales
Arrays de CGH (Hibridacioacuten
genoacutemica comparada)
Microarrays de SNPs y sondas para
CNVs
Cariotipo
PCR
bull Chromosomal Disorders (5) Trisomy 21 Children with Down syndrome have autism more commonly than expected The incidence was at least 7 in one study [Kent et al 1999] 45X Turner syndrome 45X46XY mosaicism 47XYY del7q del22q112 Del22q133 del2q37 del18q delXp223
Williams Deletion Region
New findings about Williams syndrome may
shine light on autism research
Journal of Neuroscience 2010
Maternally derived duplication of the Prader-WilliAngelman syndrome critical region (15q11-q13) is the most commonly observed chromosome abnormality in autism detected in 1-3 of children with autism Most commonly this duplication is the result of a de novo supernumerary isodicentric 15q chromosome and less commonly the result of segregation of a parental chromosome translocation or a maternally derived interstitial 15q duplication
Single gene disorders (5) Fragile X syndrome Whereas 1 to 3 of children ascertained on the basis of an autism diagnosis have fragile X syndrome at least half the children with fragile X syndrome have some autistic behaviors
Single Genetic Disorders (molecular) PTEN germiline mutations Rett syndrome Smith-Lemli-Opitz syndrome Smith-Magenis syndrome Tuberous Sclerosis CHARGE syndrome Sotos syndrome Hypomelanosis of Ito San Filippo syndrome Cornelia de Lange syndrome Williams syndrome Timothy syndrome Joubert syndrome NF1 WAGR Duchenne muscular dystrophy
bull Disorders of purine metabolism bull Disorders of pyrimidine metabolism bull Unknown sulfation defect bull Disorders of GABA metabolism bull Disorders of creatine metabolism
mtDNA
CNVs- Duplication deletions (15-20)
A large-scale survey of the novel 15q24 microdeletion syndrome in autism spectrum disorders identifies an atypical deletion that narrows the critical region McInnes et al Molecular Autism 2010 15 doi1011862040-2392-1-5
16p112 deletion is characterized by developmental delay intellectual disability andor autism spectrum disorder (ASD) Developmental delays are more related to diminished language and cognitive function than motor disability Weiss et al [2008] reported 16p112 deletions or duplications in approximately 1 of individuals with autism and 15 of children with developmental or language delays
Mefford HC et al N Engl J Med 2012366733-743
Affymetrix CytoScan HD Array
Affymetrix CytoScan HD Array SOFTWARE Y VISUALIZACION
DISCAPACIDAD INTELECTUAL SEVERA TEA EJEMPLO DE DI DE HERENCIA LIGADA AL X (MRX60 MIM 300486) AFECTO 8E011 (varoacuten) MADRE 1H240 NO PORTADORA
AFECTO delecioacuten en cromosoma X (varoacuten) Madre SANA no portadora de la delecioacuten DELECIOacuteN de novo en Xq12 afectando a gen OPHN1 (gen que codifica la proteiacutena activadora de GTPasa Rho cuya LOF estaacute asociada con DI ligada al X (Kasri et al 2009))
Deteccioacuten y caracterizacioacuten de CNVs mediante arrays de SNPs
DISCAPACIDAD INTELECTUAL SEVERA TEA EJEMPLO DE TEA SINDROacuteMICO SINDROME DE WOLF-HIRSCHHORN (MIM 194190) Nombres alternativos Siacutendrome de la delecioacuten 4p163 Siacutendrome de PITT-ROGERS-DANKS PRDS Siacutendrome de PITT
FAMILIA 8B710 y 9H424
AFECTO delecioacuten en hemicigosis Madre SANA no portadora de la delecioacuten DELECIOacuteN en 4p163 afectando a muacuteltiples genes
The empiric aggregate risk to sibs of individuals with autism of unknown cause
varies across studies but is generally considered to range from 5 to 10 for
autism and 10 to 15 for milder symptoms including language social and
psychiatric disorders [Bolton et al 1994 Lauritsen et al 2005 Miles et al 2005
Landa 2008 Selkirk et al 2009] For families with two or more affected children
the recurrence risk approaches 35 [Ritvo et al 1989]
Risk to Family MembersmdashAutism of Unknown Cause
Mefford HC et al N Engl J Med 2012366733-743
NGS
Clinical Genetic Testing for Patients With Autism Spectrum Disorders excluding single gen disorders
bull Karyotype yielded abnormal results in 3
bull Fragile X testing was abnormal 2
bull CNVs identified deletions or duplications in 20
Affy Cytoscan 300 euro (reagents) 20 Fragil X 200 euro (reagents) (Δ25) Exome analysis 700 euro (reagents) (Δ30-35)
Mefford HC et al N Engl J Med 2012366733-743
Complex-Unknown (~70)
Chromosomal abnormalities (~7)
Single gene disorders (~5)
CNVs Duplication Deletions 15-20
Currently a genetic cause can be identified in 20-25 of children with autism
Specific teratogenic exposures (~2)
TEA NO TEA
Allele 1 Allele 2
Marker A is associated with
Phenotype
Marker A
Allele 1 =
Allele 2 =
Human Genetic Association Study Design
SNP SINGLE NUCLEOTIDE POLYMORPHISM
ATCGGCGTACCTGATTCCGAATCCGTATCG
ATCGGCGTACCTGAATCCGAATCCGTATCG
33 Gigabases Human Genome gt18 M SNP 1 SNPlt200 bp
1M SNPs
1M Tag SNPs
identified
Coordination
NODE 1 Santiago de
Compostela (USC)
NODE 2 Madrid (CNIO)
Scientific advisory board Board
Management unit
CENTRO NACIONAL DE GENOTIPADO CEGEN-ISCIII
Illumina 1K
Affymetrix 60
AXIOM
Assessing the impact of a combined analysis of four common low-risk genetic variants on autism risk Carayol et al Molecular autism 2010 14
Results In both samples odds ratios (ORs) increased significantly as a function of the number of risk alleles with a genetic score of 8 being associated with an OR of 554 (95 confidence interval [CI] 245 to 1249) The sensitivities and specificities for each genetic score were similar in both analyses and the resultant area under the receiver operating characteristic curves were identical (059) Conclusions These results suggest that the accumulation of multiple risk alleles in a genetic score is a useful strategy for assessing the risk of autism in siblings of affected individuals and may be better than studying single polymorphisms for identifying subgroups of individuals with significantly greater risk
Next-Generation Sequencing Technologies
Technology Sequencing method Ampliifcation method
Read lenght (bp) Throughput (Mbrun)
454 Synthesis (Pyrosequencing) emPCR 400 -1000 50-500-900
Illumina Synthesis Bridge PCR 100+100 1020-600000
SOLiD Ligation emPCR 75+35 100000-180000
HeliScope Synthesis None 35 28000
Ion Torrent Synthesis (H+ detection) emPCR 100 10 -100-1000
PacBio Synthesis None 860-1100
Single DNA Molecule Technologies
Recurrent
protein-altering
mutations were
observed in
two
genesCHD8
and
NTNG1 M
Trends Cogn Sci 2012 Jan16(1)81-91 Epub 2011 Dec 10 Neurocognitive endophenotypes of impulsivity and compulsivity towards dimensional psychiatry Robbins TW Gillan CM Smith DG de Wit S Ersche KD
FISH Hibridacioacuten fluorescente in situ
Cromosopatiacuteas y defectos
estructurales
Arrays de CGH (Hibridacioacuten
genoacutemica comparada)
Microarrays de SNPs y sondas para
CNVs
Cariotipo
PCR
bull Chromosomal Disorders (5) Trisomy 21 Children with Down syndrome have autism more commonly than expected The incidence was at least 7 in one study [Kent et al 1999] 45X Turner syndrome 45X46XY mosaicism 47XYY del7q del22q112 Del22q133 del2q37 del18q delXp223
Williams Deletion Region
New findings about Williams syndrome may
shine light on autism research
Journal of Neuroscience 2010
Maternally derived duplication of the Prader-WilliAngelman syndrome critical region (15q11-q13) is the most commonly observed chromosome abnormality in autism detected in 1-3 of children with autism Most commonly this duplication is the result of a de novo supernumerary isodicentric 15q chromosome and less commonly the result of segregation of a parental chromosome translocation or a maternally derived interstitial 15q duplication
Single gene disorders (5) Fragile X syndrome Whereas 1 to 3 of children ascertained on the basis of an autism diagnosis have fragile X syndrome at least half the children with fragile X syndrome have some autistic behaviors
Single Genetic Disorders (molecular) PTEN germiline mutations Rett syndrome Smith-Lemli-Opitz syndrome Smith-Magenis syndrome Tuberous Sclerosis CHARGE syndrome Sotos syndrome Hypomelanosis of Ito San Filippo syndrome Cornelia de Lange syndrome Williams syndrome Timothy syndrome Joubert syndrome NF1 WAGR Duchenne muscular dystrophy
bull Disorders of purine metabolism bull Disorders of pyrimidine metabolism bull Unknown sulfation defect bull Disorders of GABA metabolism bull Disorders of creatine metabolism
mtDNA
CNVs- Duplication deletions (15-20)
A large-scale survey of the novel 15q24 microdeletion syndrome in autism spectrum disorders identifies an atypical deletion that narrows the critical region McInnes et al Molecular Autism 2010 15 doi1011862040-2392-1-5
16p112 deletion is characterized by developmental delay intellectual disability andor autism spectrum disorder (ASD) Developmental delays are more related to diminished language and cognitive function than motor disability Weiss et al [2008] reported 16p112 deletions or duplications in approximately 1 of individuals with autism and 15 of children with developmental or language delays
Mefford HC et al N Engl J Med 2012366733-743
Affymetrix CytoScan HD Array
Affymetrix CytoScan HD Array SOFTWARE Y VISUALIZACION
DISCAPACIDAD INTELECTUAL SEVERA TEA EJEMPLO DE DI DE HERENCIA LIGADA AL X (MRX60 MIM 300486) AFECTO 8E011 (varoacuten) MADRE 1H240 NO PORTADORA
AFECTO delecioacuten en cromosoma X (varoacuten) Madre SANA no portadora de la delecioacuten DELECIOacuteN de novo en Xq12 afectando a gen OPHN1 (gen que codifica la proteiacutena activadora de GTPasa Rho cuya LOF estaacute asociada con DI ligada al X (Kasri et al 2009))
Deteccioacuten y caracterizacioacuten de CNVs mediante arrays de SNPs
DISCAPACIDAD INTELECTUAL SEVERA TEA EJEMPLO DE TEA SINDROacuteMICO SINDROME DE WOLF-HIRSCHHORN (MIM 194190) Nombres alternativos Siacutendrome de la delecioacuten 4p163 Siacutendrome de PITT-ROGERS-DANKS PRDS Siacutendrome de PITT
FAMILIA 8B710 y 9H424
AFECTO delecioacuten en hemicigosis Madre SANA no portadora de la delecioacuten DELECIOacuteN en 4p163 afectando a muacuteltiples genes
The empiric aggregate risk to sibs of individuals with autism of unknown cause
varies across studies but is generally considered to range from 5 to 10 for
autism and 10 to 15 for milder symptoms including language social and
psychiatric disorders [Bolton et al 1994 Lauritsen et al 2005 Miles et al 2005
Landa 2008 Selkirk et al 2009] For families with two or more affected children
the recurrence risk approaches 35 [Ritvo et al 1989]
Risk to Family MembersmdashAutism of Unknown Cause
Mefford HC et al N Engl J Med 2012366733-743
NGS
Clinical Genetic Testing for Patients With Autism Spectrum Disorders excluding single gen disorders
bull Karyotype yielded abnormal results in 3
bull Fragile X testing was abnormal 2
bull CNVs identified deletions or duplications in 20
Affy Cytoscan 300 euro (reagents) 20 Fragil X 200 euro (reagents) (Δ25) Exome analysis 700 euro (reagents) (Δ30-35)
Mefford HC et al N Engl J Med 2012366733-743
Complex-Unknown (~70)
Chromosomal abnormalities (~7)
Single gene disorders (~5)
CNVs Duplication Deletions 15-20
Currently a genetic cause can be identified in 20-25 of children with autism
Specific teratogenic exposures (~2)
TEA NO TEA
Allele 1 Allele 2
Marker A is associated with
Phenotype
Marker A
Allele 1 =
Allele 2 =
Human Genetic Association Study Design
SNP SINGLE NUCLEOTIDE POLYMORPHISM
ATCGGCGTACCTGATTCCGAATCCGTATCG
ATCGGCGTACCTGAATCCGAATCCGTATCG
33 Gigabases Human Genome gt18 M SNP 1 SNPlt200 bp
1M SNPs
1M Tag SNPs
identified
Coordination
NODE 1 Santiago de
Compostela (USC)
NODE 2 Madrid (CNIO)
Scientific advisory board Board
Management unit
CENTRO NACIONAL DE GENOTIPADO CEGEN-ISCIII
Illumina 1K
Affymetrix 60
AXIOM
Assessing the impact of a combined analysis of four common low-risk genetic variants on autism risk Carayol et al Molecular autism 2010 14
Results In both samples odds ratios (ORs) increased significantly as a function of the number of risk alleles with a genetic score of 8 being associated with an OR of 554 (95 confidence interval [CI] 245 to 1249) The sensitivities and specificities for each genetic score were similar in both analyses and the resultant area under the receiver operating characteristic curves were identical (059) Conclusions These results suggest that the accumulation of multiple risk alleles in a genetic score is a useful strategy for assessing the risk of autism in siblings of affected individuals and may be better than studying single polymorphisms for identifying subgroups of individuals with significantly greater risk
Next-Generation Sequencing Technologies
Technology Sequencing method Ampliifcation method
Read lenght (bp) Throughput (Mbrun)
454 Synthesis (Pyrosequencing) emPCR 400 -1000 50-500-900
Illumina Synthesis Bridge PCR 100+100 1020-600000
SOLiD Ligation emPCR 75+35 100000-180000
HeliScope Synthesis None 35 28000
Ion Torrent Synthesis (H+ detection) emPCR 100 10 -100-1000
PacBio Synthesis None 860-1100
Single DNA Molecule Technologies
Recurrent
protein-altering
mutations were
observed in
two
genesCHD8
and
NTNG1 M
Trends Cogn Sci 2012 Jan16(1)81-91 Epub 2011 Dec 10 Neurocognitive endophenotypes of impulsivity and compulsivity towards dimensional psychiatry Robbins TW Gillan CM Smith DG de Wit S Ersche KD
bull Chromosomal Disorders (5) Trisomy 21 Children with Down syndrome have autism more commonly than expected The incidence was at least 7 in one study [Kent et al 1999] 45X Turner syndrome 45X46XY mosaicism 47XYY del7q del22q112 Del22q133 del2q37 del18q delXp223
Williams Deletion Region
New findings about Williams syndrome may
shine light on autism research
Journal of Neuroscience 2010
Maternally derived duplication of the Prader-WilliAngelman syndrome critical region (15q11-q13) is the most commonly observed chromosome abnormality in autism detected in 1-3 of children with autism Most commonly this duplication is the result of a de novo supernumerary isodicentric 15q chromosome and less commonly the result of segregation of a parental chromosome translocation or a maternally derived interstitial 15q duplication
Single gene disorders (5) Fragile X syndrome Whereas 1 to 3 of children ascertained on the basis of an autism diagnosis have fragile X syndrome at least half the children with fragile X syndrome have some autistic behaviors
Single Genetic Disorders (molecular) PTEN germiline mutations Rett syndrome Smith-Lemli-Opitz syndrome Smith-Magenis syndrome Tuberous Sclerosis CHARGE syndrome Sotos syndrome Hypomelanosis of Ito San Filippo syndrome Cornelia de Lange syndrome Williams syndrome Timothy syndrome Joubert syndrome NF1 WAGR Duchenne muscular dystrophy
bull Disorders of purine metabolism bull Disorders of pyrimidine metabolism bull Unknown sulfation defect bull Disorders of GABA metabolism bull Disorders of creatine metabolism
mtDNA
CNVs- Duplication deletions (15-20)
A large-scale survey of the novel 15q24 microdeletion syndrome in autism spectrum disorders identifies an atypical deletion that narrows the critical region McInnes et al Molecular Autism 2010 15 doi1011862040-2392-1-5
16p112 deletion is characterized by developmental delay intellectual disability andor autism spectrum disorder (ASD) Developmental delays are more related to diminished language and cognitive function than motor disability Weiss et al [2008] reported 16p112 deletions or duplications in approximately 1 of individuals with autism and 15 of children with developmental or language delays
Mefford HC et al N Engl J Med 2012366733-743
Affymetrix CytoScan HD Array
Affymetrix CytoScan HD Array SOFTWARE Y VISUALIZACION
DISCAPACIDAD INTELECTUAL SEVERA TEA EJEMPLO DE DI DE HERENCIA LIGADA AL X (MRX60 MIM 300486) AFECTO 8E011 (varoacuten) MADRE 1H240 NO PORTADORA
AFECTO delecioacuten en cromosoma X (varoacuten) Madre SANA no portadora de la delecioacuten DELECIOacuteN de novo en Xq12 afectando a gen OPHN1 (gen que codifica la proteiacutena activadora de GTPasa Rho cuya LOF estaacute asociada con DI ligada al X (Kasri et al 2009))
Deteccioacuten y caracterizacioacuten de CNVs mediante arrays de SNPs
DISCAPACIDAD INTELECTUAL SEVERA TEA EJEMPLO DE TEA SINDROacuteMICO SINDROME DE WOLF-HIRSCHHORN (MIM 194190) Nombres alternativos Siacutendrome de la delecioacuten 4p163 Siacutendrome de PITT-ROGERS-DANKS PRDS Siacutendrome de PITT
FAMILIA 8B710 y 9H424
AFECTO delecioacuten en hemicigosis Madre SANA no portadora de la delecioacuten DELECIOacuteN en 4p163 afectando a muacuteltiples genes
The empiric aggregate risk to sibs of individuals with autism of unknown cause
varies across studies but is generally considered to range from 5 to 10 for
autism and 10 to 15 for milder symptoms including language social and
psychiatric disorders [Bolton et al 1994 Lauritsen et al 2005 Miles et al 2005
Landa 2008 Selkirk et al 2009] For families with two or more affected children
the recurrence risk approaches 35 [Ritvo et al 1989]
Risk to Family MembersmdashAutism of Unknown Cause
Mefford HC et al N Engl J Med 2012366733-743
NGS
Clinical Genetic Testing for Patients With Autism Spectrum Disorders excluding single gen disorders
bull Karyotype yielded abnormal results in 3
bull Fragile X testing was abnormal 2
bull CNVs identified deletions or duplications in 20
Affy Cytoscan 300 euro (reagents) 20 Fragil X 200 euro (reagents) (Δ25) Exome analysis 700 euro (reagents) (Δ30-35)
Mefford HC et al N Engl J Med 2012366733-743
Complex-Unknown (~70)
Chromosomal abnormalities (~7)
Single gene disorders (~5)
CNVs Duplication Deletions 15-20
Currently a genetic cause can be identified in 20-25 of children with autism
Specific teratogenic exposures (~2)
TEA NO TEA
Allele 1 Allele 2
Marker A is associated with
Phenotype
Marker A
Allele 1 =
Allele 2 =
Human Genetic Association Study Design
SNP SINGLE NUCLEOTIDE POLYMORPHISM
ATCGGCGTACCTGATTCCGAATCCGTATCG
ATCGGCGTACCTGAATCCGAATCCGTATCG
33 Gigabases Human Genome gt18 M SNP 1 SNPlt200 bp
1M SNPs
1M Tag SNPs
identified
Coordination
NODE 1 Santiago de
Compostela (USC)
NODE 2 Madrid (CNIO)
Scientific advisory board Board
Management unit
CENTRO NACIONAL DE GENOTIPADO CEGEN-ISCIII
Illumina 1K
Affymetrix 60
AXIOM
Assessing the impact of a combined analysis of four common low-risk genetic variants on autism risk Carayol et al Molecular autism 2010 14
Results In both samples odds ratios (ORs) increased significantly as a function of the number of risk alleles with a genetic score of 8 being associated with an OR of 554 (95 confidence interval [CI] 245 to 1249) The sensitivities and specificities for each genetic score were similar in both analyses and the resultant area under the receiver operating characteristic curves were identical (059) Conclusions These results suggest that the accumulation of multiple risk alleles in a genetic score is a useful strategy for assessing the risk of autism in siblings of affected individuals and may be better than studying single polymorphisms for identifying subgroups of individuals with significantly greater risk
Next-Generation Sequencing Technologies
Technology Sequencing method Ampliifcation method
Read lenght (bp) Throughput (Mbrun)
454 Synthesis (Pyrosequencing) emPCR 400 -1000 50-500-900
Illumina Synthesis Bridge PCR 100+100 1020-600000
SOLiD Ligation emPCR 75+35 100000-180000
HeliScope Synthesis None 35 28000
Ion Torrent Synthesis (H+ detection) emPCR 100 10 -100-1000
PacBio Synthesis None 860-1100
Single DNA Molecule Technologies
Recurrent
protein-altering
mutations were
observed in
two
genesCHD8
and
NTNG1 M
Trends Cogn Sci 2012 Jan16(1)81-91 Epub 2011 Dec 10 Neurocognitive endophenotypes of impulsivity and compulsivity towards dimensional psychiatry Robbins TW Gillan CM Smith DG de Wit S Ersche KD
Williams Deletion Region
New findings about Williams syndrome may
shine light on autism research
Journal of Neuroscience 2010
Maternally derived duplication of the Prader-WilliAngelman syndrome critical region (15q11-q13) is the most commonly observed chromosome abnormality in autism detected in 1-3 of children with autism Most commonly this duplication is the result of a de novo supernumerary isodicentric 15q chromosome and less commonly the result of segregation of a parental chromosome translocation or a maternally derived interstitial 15q duplication
Single gene disorders (5) Fragile X syndrome Whereas 1 to 3 of children ascertained on the basis of an autism diagnosis have fragile X syndrome at least half the children with fragile X syndrome have some autistic behaviors
Single Genetic Disorders (molecular) PTEN germiline mutations Rett syndrome Smith-Lemli-Opitz syndrome Smith-Magenis syndrome Tuberous Sclerosis CHARGE syndrome Sotos syndrome Hypomelanosis of Ito San Filippo syndrome Cornelia de Lange syndrome Williams syndrome Timothy syndrome Joubert syndrome NF1 WAGR Duchenne muscular dystrophy
bull Disorders of purine metabolism bull Disorders of pyrimidine metabolism bull Unknown sulfation defect bull Disorders of GABA metabolism bull Disorders of creatine metabolism
mtDNA
CNVs- Duplication deletions (15-20)
A large-scale survey of the novel 15q24 microdeletion syndrome in autism spectrum disorders identifies an atypical deletion that narrows the critical region McInnes et al Molecular Autism 2010 15 doi1011862040-2392-1-5
16p112 deletion is characterized by developmental delay intellectual disability andor autism spectrum disorder (ASD) Developmental delays are more related to diminished language and cognitive function than motor disability Weiss et al [2008] reported 16p112 deletions or duplications in approximately 1 of individuals with autism and 15 of children with developmental or language delays
Mefford HC et al N Engl J Med 2012366733-743
Affymetrix CytoScan HD Array
Affymetrix CytoScan HD Array SOFTWARE Y VISUALIZACION
DISCAPACIDAD INTELECTUAL SEVERA TEA EJEMPLO DE DI DE HERENCIA LIGADA AL X (MRX60 MIM 300486) AFECTO 8E011 (varoacuten) MADRE 1H240 NO PORTADORA
AFECTO delecioacuten en cromosoma X (varoacuten) Madre SANA no portadora de la delecioacuten DELECIOacuteN de novo en Xq12 afectando a gen OPHN1 (gen que codifica la proteiacutena activadora de GTPasa Rho cuya LOF estaacute asociada con DI ligada al X (Kasri et al 2009))
Deteccioacuten y caracterizacioacuten de CNVs mediante arrays de SNPs
DISCAPACIDAD INTELECTUAL SEVERA TEA EJEMPLO DE TEA SINDROacuteMICO SINDROME DE WOLF-HIRSCHHORN (MIM 194190) Nombres alternativos Siacutendrome de la delecioacuten 4p163 Siacutendrome de PITT-ROGERS-DANKS PRDS Siacutendrome de PITT
FAMILIA 8B710 y 9H424
AFECTO delecioacuten en hemicigosis Madre SANA no portadora de la delecioacuten DELECIOacuteN en 4p163 afectando a muacuteltiples genes
The empiric aggregate risk to sibs of individuals with autism of unknown cause
varies across studies but is generally considered to range from 5 to 10 for
autism and 10 to 15 for milder symptoms including language social and
psychiatric disorders [Bolton et al 1994 Lauritsen et al 2005 Miles et al 2005
Landa 2008 Selkirk et al 2009] For families with two or more affected children
the recurrence risk approaches 35 [Ritvo et al 1989]
Risk to Family MembersmdashAutism of Unknown Cause
Mefford HC et al N Engl J Med 2012366733-743
NGS
Clinical Genetic Testing for Patients With Autism Spectrum Disorders excluding single gen disorders
bull Karyotype yielded abnormal results in 3
bull Fragile X testing was abnormal 2
bull CNVs identified deletions or duplications in 20
Affy Cytoscan 300 euro (reagents) 20 Fragil X 200 euro (reagents) (Δ25) Exome analysis 700 euro (reagents) (Δ30-35)
Mefford HC et al N Engl J Med 2012366733-743
Complex-Unknown (~70)
Chromosomal abnormalities (~7)
Single gene disorders (~5)
CNVs Duplication Deletions 15-20
Currently a genetic cause can be identified in 20-25 of children with autism
Specific teratogenic exposures (~2)
TEA NO TEA
Allele 1 Allele 2
Marker A is associated with
Phenotype
Marker A
Allele 1 =
Allele 2 =
Human Genetic Association Study Design
SNP SINGLE NUCLEOTIDE POLYMORPHISM
ATCGGCGTACCTGATTCCGAATCCGTATCG
ATCGGCGTACCTGAATCCGAATCCGTATCG
33 Gigabases Human Genome gt18 M SNP 1 SNPlt200 bp
1M SNPs
1M Tag SNPs
identified
Coordination
NODE 1 Santiago de
Compostela (USC)
NODE 2 Madrid (CNIO)
Scientific advisory board Board
Management unit
CENTRO NACIONAL DE GENOTIPADO CEGEN-ISCIII
Illumina 1K
Affymetrix 60
AXIOM
Assessing the impact of a combined analysis of four common low-risk genetic variants on autism risk Carayol et al Molecular autism 2010 14
Results In both samples odds ratios (ORs) increased significantly as a function of the number of risk alleles with a genetic score of 8 being associated with an OR of 554 (95 confidence interval [CI] 245 to 1249) The sensitivities and specificities for each genetic score were similar in both analyses and the resultant area under the receiver operating characteristic curves were identical (059) Conclusions These results suggest that the accumulation of multiple risk alleles in a genetic score is a useful strategy for assessing the risk of autism in siblings of affected individuals and may be better than studying single polymorphisms for identifying subgroups of individuals with significantly greater risk
Next-Generation Sequencing Technologies
Technology Sequencing method Ampliifcation method
Read lenght (bp) Throughput (Mbrun)
454 Synthesis (Pyrosequencing) emPCR 400 -1000 50-500-900
Illumina Synthesis Bridge PCR 100+100 1020-600000
SOLiD Ligation emPCR 75+35 100000-180000
HeliScope Synthesis None 35 28000
Ion Torrent Synthesis (H+ detection) emPCR 100 10 -100-1000
PacBio Synthesis None 860-1100
Single DNA Molecule Technologies
Recurrent
protein-altering
mutations were
observed in
two
genesCHD8
and
NTNG1 M
Trends Cogn Sci 2012 Jan16(1)81-91 Epub 2011 Dec 10 Neurocognitive endophenotypes of impulsivity and compulsivity towards dimensional psychiatry Robbins TW Gillan CM Smith DG de Wit S Ersche KD
Maternally derived duplication of the Prader-WilliAngelman syndrome critical region (15q11-q13) is the most commonly observed chromosome abnormality in autism detected in 1-3 of children with autism Most commonly this duplication is the result of a de novo supernumerary isodicentric 15q chromosome and less commonly the result of segregation of a parental chromosome translocation or a maternally derived interstitial 15q duplication
Single gene disorders (5) Fragile X syndrome Whereas 1 to 3 of children ascertained on the basis of an autism diagnosis have fragile X syndrome at least half the children with fragile X syndrome have some autistic behaviors
Single Genetic Disorders (molecular) PTEN germiline mutations Rett syndrome Smith-Lemli-Opitz syndrome Smith-Magenis syndrome Tuberous Sclerosis CHARGE syndrome Sotos syndrome Hypomelanosis of Ito San Filippo syndrome Cornelia de Lange syndrome Williams syndrome Timothy syndrome Joubert syndrome NF1 WAGR Duchenne muscular dystrophy
bull Disorders of purine metabolism bull Disorders of pyrimidine metabolism bull Unknown sulfation defect bull Disorders of GABA metabolism bull Disorders of creatine metabolism
mtDNA
CNVs- Duplication deletions (15-20)
A large-scale survey of the novel 15q24 microdeletion syndrome in autism spectrum disorders identifies an atypical deletion that narrows the critical region McInnes et al Molecular Autism 2010 15 doi1011862040-2392-1-5
16p112 deletion is characterized by developmental delay intellectual disability andor autism spectrum disorder (ASD) Developmental delays are more related to diminished language and cognitive function than motor disability Weiss et al [2008] reported 16p112 deletions or duplications in approximately 1 of individuals with autism and 15 of children with developmental or language delays
Mefford HC et al N Engl J Med 2012366733-743
Affymetrix CytoScan HD Array
Affymetrix CytoScan HD Array SOFTWARE Y VISUALIZACION
DISCAPACIDAD INTELECTUAL SEVERA TEA EJEMPLO DE DI DE HERENCIA LIGADA AL X (MRX60 MIM 300486) AFECTO 8E011 (varoacuten) MADRE 1H240 NO PORTADORA
AFECTO delecioacuten en cromosoma X (varoacuten) Madre SANA no portadora de la delecioacuten DELECIOacuteN de novo en Xq12 afectando a gen OPHN1 (gen que codifica la proteiacutena activadora de GTPasa Rho cuya LOF estaacute asociada con DI ligada al X (Kasri et al 2009))
Deteccioacuten y caracterizacioacuten de CNVs mediante arrays de SNPs
DISCAPACIDAD INTELECTUAL SEVERA TEA EJEMPLO DE TEA SINDROacuteMICO SINDROME DE WOLF-HIRSCHHORN (MIM 194190) Nombres alternativos Siacutendrome de la delecioacuten 4p163 Siacutendrome de PITT-ROGERS-DANKS PRDS Siacutendrome de PITT
FAMILIA 8B710 y 9H424
AFECTO delecioacuten en hemicigosis Madre SANA no portadora de la delecioacuten DELECIOacuteN en 4p163 afectando a muacuteltiples genes
The empiric aggregate risk to sibs of individuals with autism of unknown cause
varies across studies but is generally considered to range from 5 to 10 for
autism and 10 to 15 for milder symptoms including language social and
psychiatric disorders [Bolton et al 1994 Lauritsen et al 2005 Miles et al 2005
Landa 2008 Selkirk et al 2009] For families with two or more affected children
the recurrence risk approaches 35 [Ritvo et al 1989]
Risk to Family MembersmdashAutism of Unknown Cause
Mefford HC et al N Engl J Med 2012366733-743
NGS
Clinical Genetic Testing for Patients With Autism Spectrum Disorders excluding single gen disorders
bull Karyotype yielded abnormal results in 3
bull Fragile X testing was abnormal 2
bull CNVs identified deletions or duplications in 20
Affy Cytoscan 300 euro (reagents) 20 Fragil X 200 euro (reagents) (Δ25) Exome analysis 700 euro (reagents) (Δ30-35)
Mefford HC et al N Engl J Med 2012366733-743
Complex-Unknown (~70)
Chromosomal abnormalities (~7)
Single gene disorders (~5)
CNVs Duplication Deletions 15-20
Currently a genetic cause can be identified in 20-25 of children with autism
Specific teratogenic exposures (~2)
TEA NO TEA
Allele 1 Allele 2
Marker A is associated with
Phenotype
Marker A
Allele 1 =
Allele 2 =
Human Genetic Association Study Design
SNP SINGLE NUCLEOTIDE POLYMORPHISM
ATCGGCGTACCTGATTCCGAATCCGTATCG
ATCGGCGTACCTGAATCCGAATCCGTATCG
33 Gigabases Human Genome gt18 M SNP 1 SNPlt200 bp
1M SNPs
1M Tag SNPs
identified
Coordination
NODE 1 Santiago de
Compostela (USC)
NODE 2 Madrid (CNIO)
Scientific advisory board Board
Management unit
CENTRO NACIONAL DE GENOTIPADO CEGEN-ISCIII
Illumina 1K
Affymetrix 60
AXIOM
Assessing the impact of a combined analysis of four common low-risk genetic variants on autism risk Carayol et al Molecular autism 2010 14
Results In both samples odds ratios (ORs) increased significantly as a function of the number of risk alleles with a genetic score of 8 being associated with an OR of 554 (95 confidence interval [CI] 245 to 1249) The sensitivities and specificities for each genetic score were similar in both analyses and the resultant area under the receiver operating characteristic curves were identical (059) Conclusions These results suggest that the accumulation of multiple risk alleles in a genetic score is a useful strategy for assessing the risk of autism in siblings of affected individuals and may be better than studying single polymorphisms for identifying subgroups of individuals with significantly greater risk
Next-Generation Sequencing Technologies
Technology Sequencing method Ampliifcation method
Read lenght (bp) Throughput (Mbrun)
454 Synthesis (Pyrosequencing) emPCR 400 -1000 50-500-900
Illumina Synthesis Bridge PCR 100+100 1020-600000
SOLiD Ligation emPCR 75+35 100000-180000
HeliScope Synthesis None 35 28000
Ion Torrent Synthesis (H+ detection) emPCR 100 10 -100-1000
PacBio Synthesis None 860-1100
Single DNA Molecule Technologies
Recurrent
protein-altering
mutations were
observed in
two
genesCHD8
and
NTNG1 M
Trends Cogn Sci 2012 Jan16(1)81-91 Epub 2011 Dec 10 Neurocognitive endophenotypes of impulsivity and compulsivity towards dimensional psychiatry Robbins TW Gillan CM Smith DG de Wit S Ersche KD
Single gene disorders (5) Fragile X syndrome Whereas 1 to 3 of children ascertained on the basis of an autism diagnosis have fragile X syndrome at least half the children with fragile X syndrome have some autistic behaviors
Single Genetic Disorders (molecular) PTEN germiline mutations Rett syndrome Smith-Lemli-Opitz syndrome Smith-Magenis syndrome Tuberous Sclerosis CHARGE syndrome Sotos syndrome Hypomelanosis of Ito San Filippo syndrome Cornelia de Lange syndrome Williams syndrome Timothy syndrome Joubert syndrome NF1 WAGR Duchenne muscular dystrophy
bull Disorders of purine metabolism bull Disorders of pyrimidine metabolism bull Unknown sulfation defect bull Disorders of GABA metabolism bull Disorders of creatine metabolism
mtDNA
CNVs- Duplication deletions (15-20)
A large-scale survey of the novel 15q24 microdeletion syndrome in autism spectrum disorders identifies an atypical deletion that narrows the critical region McInnes et al Molecular Autism 2010 15 doi1011862040-2392-1-5
16p112 deletion is characterized by developmental delay intellectual disability andor autism spectrum disorder (ASD) Developmental delays are more related to diminished language and cognitive function than motor disability Weiss et al [2008] reported 16p112 deletions or duplications in approximately 1 of individuals with autism and 15 of children with developmental or language delays
Mefford HC et al N Engl J Med 2012366733-743
Affymetrix CytoScan HD Array
Affymetrix CytoScan HD Array SOFTWARE Y VISUALIZACION
DISCAPACIDAD INTELECTUAL SEVERA TEA EJEMPLO DE DI DE HERENCIA LIGADA AL X (MRX60 MIM 300486) AFECTO 8E011 (varoacuten) MADRE 1H240 NO PORTADORA
AFECTO delecioacuten en cromosoma X (varoacuten) Madre SANA no portadora de la delecioacuten DELECIOacuteN de novo en Xq12 afectando a gen OPHN1 (gen que codifica la proteiacutena activadora de GTPasa Rho cuya LOF estaacute asociada con DI ligada al X (Kasri et al 2009))
Deteccioacuten y caracterizacioacuten de CNVs mediante arrays de SNPs
DISCAPACIDAD INTELECTUAL SEVERA TEA EJEMPLO DE TEA SINDROacuteMICO SINDROME DE WOLF-HIRSCHHORN (MIM 194190) Nombres alternativos Siacutendrome de la delecioacuten 4p163 Siacutendrome de PITT-ROGERS-DANKS PRDS Siacutendrome de PITT
FAMILIA 8B710 y 9H424
AFECTO delecioacuten en hemicigosis Madre SANA no portadora de la delecioacuten DELECIOacuteN en 4p163 afectando a muacuteltiples genes
The empiric aggregate risk to sibs of individuals with autism of unknown cause
varies across studies but is generally considered to range from 5 to 10 for
autism and 10 to 15 for milder symptoms including language social and
psychiatric disorders [Bolton et al 1994 Lauritsen et al 2005 Miles et al 2005
Landa 2008 Selkirk et al 2009] For families with two or more affected children
the recurrence risk approaches 35 [Ritvo et al 1989]
Risk to Family MembersmdashAutism of Unknown Cause
Mefford HC et al N Engl J Med 2012366733-743
NGS
Clinical Genetic Testing for Patients With Autism Spectrum Disorders excluding single gen disorders
bull Karyotype yielded abnormal results in 3
bull Fragile X testing was abnormal 2
bull CNVs identified deletions or duplications in 20
Affy Cytoscan 300 euro (reagents) 20 Fragil X 200 euro (reagents) (Δ25) Exome analysis 700 euro (reagents) (Δ30-35)
Mefford HC et al N Engl J Med 2012366733-743
Complex-Unknown (~70)
Chromosomal abnormalities (~7)
Single gene disorders (~5)
CNVs Duplication Deletions 15-20
Currently a genetic cause can be identified in 20-25 of children with autism
Specific teratogenic exposures (~2)
TEA NO TEA
Allele 1 Allele 2
Marker A is associated with
Phenotype
Marker A
Allele 1 =
Allele 2 =
Human Genetic Association Study Design
SNP SINGLE NUCLEOTIDE POLYMORPHISM
ATCGGCGTACCTGATTCCGAATCCGTATCG
ATCGGCGTACCTGAATCCGAATCCGTATCG
33 Gigabases Human Genome gt18 M SNP 1 SNPlt200 bp
1M SNPs
1M Tag SNPs
identified
Coordination
NODE 1 Santiago de
Compostela (USC)
NODE 2 Madrid (CNIO)
Scientific advisory board Board
Management unit
CENTRO NACIONAL DE GENOTIPADO CEGEN-ISCIII
Illumina 1K
Affymetrix 60
AXIOM
Assessing the impact of a combined analysis of four common low-risk genetic variants on autism risk Carayol et al Molecular autism 2010 14
Results In both samples odds ratios (ORs) increased significantly as a function of the number of risk alleles with a genetic score of 8 being associated with an OR of 554 (95 confidence interval [CI] 245 to 1249) The sensitivities and specificities for each genetic score were similar in both analyses and the resultant area under the receiver operating characteristic curves were identical (059) Conclusions These results suggest that the accumulation of multiple risk alleles in a genetic score is a useful strategy for assessing the risk of autism in siblings of affected individuals and may be better than studying single polymorphisms for identifying subgroups of individuals with significantly greater risk
Next-Generation Sequencing Technologies
Technology Sequencing method Ampliifcation method
Read lenght (bp) Throughput (Mbrun)
454 Synthesis (Pyrosequencing) emPCR 400 -1000 50-500-900
Illumina Synthesis Bridge PCR 100+100 1020-600000
SOLiD Ligation emPCR 75+35 100000-180000
HeliScope Synthesis None 35 28000
Ion Torrent Synthesis (H+ detection) emPCR 100 10 -100-1000
PacBio Synthesis None 860-1100
Single DNA Molecule Technologies
Recurrent
protein-altering
mutations were
observed in
two
genesCHD8
and
NTNG1 M
Trends Cogn Sci 2012 Jan16(1)81-91 Epub 2011 Dec 10 Neurocognitive endophenotypes of impulsivity and compulsivity towards dimensional psychiatry Robbins TW Gillan CM Smith DG de Wit S Ersche KD
Single Genetic Disorders (molecular) PTEN germiline mutations Rett syndrome Smith-Lemli-Opitz syndrome Smith-Magenis syndrome Tuberous Sclerosis CHARGE syndrome Sotos syndrome Hypomelanosis of Ito San Filippo syndrome Cornelia de Lange syndrome Williams syndrome Timothy syndrome Joubert syndrome NF1 WAGR Duchenne muscular dystrophy
bull Disorders of purine metabolism bull Disorders of pyrimidine metabolism bull Unknown sulfation defect bull Disorders of GABA metabolism bull Disorders of creatine metabolism
mtDNA
CNVs- Duplication deletions (15-20)
A large-scale survey of the novel 15q24 microdeletion syndrome in autism spectrum disorders identifies an atypical deletion that narrows the critical region McInnes et al Molecular Autism 2010 15 doi1011862040-2392-1-5
16p112 deletion is characterized by developmental delay intellectual disability andor autism spectrum disorder (ASD) Developmental delays are more related to diminished language and cognitive function than motor disability Weiss et al [2008] reported 16p112 deletions or duplications in approximately 1 of individuals with autism and 15 of children with developmental or language delays
Mefford HC et al N Engl J Med 2012366733-743
Affymetrix CytoScan HD Array
Affymetrix CytoScan HD Array SOFTWARE Y VISUALIZACION
DISCAPACIDAD INTELECTUAL SEVERA TEA EJEMPLO DE DI DE HERENCIA LIGADA AL X (MRX60 MIM 300486) AFECTO 8E011 (varoacuten) MADRE 1H240 NO PORTADORA
AFECTO delecioacuten en cromosoma X (varoacuten) Madre SANA no portadora de la delecioacuten DELECIOacuteN de novo en Xq12 afectando a gen OPHN1 (gen que codifica la proteiacutena activadora de GTPasa Rho cuya LOF estaacute asociada con DI ligada al X (Kasri et al 2009))
Deteccioacuten y caracterizacioacuten de CNVs mediante arrays de SNPs
DISCAPACIDAD INTELECTUAL SEVERA TEA EJEMPLO DE TEA SINDROacuteMICO SINDROME DE WOLF-HIRSCHHORN (MIM 194190) Nombres alternativos Siacutendrome de la delecioacuten 4p163 Siacutendrome de PITT-ROGERS-DANKS PRDS Siacutendrome de PITT
FAMILIA 8B710 y 9H424
AFECTO delecioacuten en hemicigosis Madre SANA no portadora de la delecioacuten DELECIOacuteN en 4p163 afectando a muacuteltiples genes
The empiric aggregate risk to sibs of individuals with autism of unknown cause
varies across studies but is generally considered to range from 5 to 10 for
autism and 10 to 15 for milder symptoms including language social and
psychiatric disorders [Bolton et al 1994 Lauritsen et al 2005 Miles et al 2005
Landa 2008 Selkirk et al 2009] For families with two or more affected children
the recurrence risk approaches 35 [Ritvo et al 1989]
Risk to Family MembersmdashAutism of Unknown Cause
Mefford HC et al N Engl J Med 2012366733-743
NGS
Clinical Genetic Testing for Patients With Autism Spectrum Disorders excluding single gen disorders
bull Karyotype yielded abnormal results in 3
bull Fragile X testing was abnormal 2
bull CNVs identified deletions or duplications in 20
Affy Cytoscan 300 euro (reagents) 20 Fragil X 200 euro (reagents) (Δ25) Exome analysis 700 euro (reagents) (Δ30-35)
Mefford HC et al N Engl J Med 2012366733-743
Complex-Unknown (~70)
Chromosomal abnormalities (~7)
Single gene disorders (~5)
CNVs Duplication Deletions 15-20
Currently a genetic cause can be identified in 20-25 of children with autism
Specific teratogenic exposures (~2)
TEA NO TEA
Allele 1 Allele 2
Marker A is associated with
Phenotype
Marker A
Allele 1 =
Allele 2 =
Human Genetic Association Study Design
SNP SINGLE NUCLEOTIDE POLYMORPHISM
ATCGGCGTACCTGATTCCGAATCCGTATCG
ATCGGCGTACCTGAATCCGAATCCGTATCG
33 Gigabases Human Genome gt18 M SNP 1 SNPlt200 bp
1M SNPs
1M Tag SNPs
identified
Coordination
NODE 1 Santiago de
Compostela (USC)
NODE 2 Madrid (CNIO)
Scientific advisory board Board
Management unit
CENTRO NACIONAL DE GENOTIPADO CEGEN-ISCIII
Illumina 1K
Affymetrix 60
AXIOM
Assessing the impact of a combined analysis of four common low-risk genetic variants on autism risk Carayol et al Molecular autism 2010 14
Results In both samples odds ratios (ORs) increased significantly as a function of the number of risk alleles with a genetic score of 8 being associated with an OR of 554 (95 confidence interval [CI] 245 to 1249) The sensitivities and specificities for each genetic score were similar in both analyses and the resultant area under the receiver operating characteristic curves were identical (059) Conclusions These results suggest that the accumulation of multiple risk alleles in a genetic score is a useful strategy for assessing the risk of autism in siblings of affected individuals and may be better than studying single polymorphisms for identifying subgroups of individuals with significantly greater risk
Next-Generation Sequencing Technologies
Technology Sequencing method Ampliifcation method
Read lenght (bp) Throughput (Mbrun)
454 Synthesis (Pyrosequencing) emPCR 400 -1000 50-500-900
Illumina Synthesis Bridge PCR 100+100 1020-600000
SOLiD Ligation emPCR 75+35 100000-180000
HeliScope Synthesis None 35 28000
Ion Torrent Synthesis (H+ detection) emPCR 100 10 -100-1000
PacBio Synthesis None 860-1100
Single DNA Molecule Technologies
Recurrent
protein-altering
mutations were
observed in
two
genesCHD8
and
NTNG1 M
Trends Cogn Sci 2012 Jan16(1)81-91 Epub 2011 Dec 10 Neurocognitive endophenotypes of impulsivity and compulsivity towards dimensional psychiatry Robbins TW Gillan CM Smith DG de Wit S Ersche KD
CNVs- Duplication deletions (15-20)
A large-scale survey of the novel 15q24 microdeletion syndrome in autism spectrum disorders identifies an atypical deletion that narrows the critical region McInnes et al Molecular Autism 2010 15 doi1011862040-2392-1-5
16p112 deletion is characterized by developmental delay intellectual disability andor autism spectrum disorder (ASD) Developmental delays are more related to diminished language and cognitive function than motor disability Weiss et al [2008] reported 16p112 deletions or duplications in approximately 1 of individuals with autism and 15 of children with developmental or language delays
Mefford HC et al N Engl J Med 2012366733-743
Affymetrix CytoScan HD Array
Affymetrix CytoScan HD Array SOFTWARE Y VISUALIZACION
DISCAPACIDAD INTELECTUAL SEVERA TEA EJEMPLO DE DI DE HERENCIA LIGADA AL X (MRX60 MIM 300486) AFECTO 8E011 (varoacuten) MADRE 1H240 NO PORTADORA
AFECTO delecioacuten en cromosoma X (varoacuten) Madre SANA no portadora de la delecioacuten DELECIOacuteN de novo en Xq12 afectando a gen OPHN1 (gen que codifica la proteiacutena activadora de GTPasa Rho cuya LOF estaacute asociada con DI ligada al X (Kasri et al 2009))
Deteccioacuten y caracterizacioacuten de CNVs mediante arrays de SNPs
DISCAPACIDAD INTELECTUAL SEVERA TEA EJEMPLO DE TEA SINDROacuteMICO SINDROME DE WOLF-HIRSCHHORN (MIM 194190) Nombres alternativos Siacutendrome de la delecioacuten 4p163 Siacutendrome de PITT-ROGERS-DANKS PRDS Siacutendrome de PITT
FAMILIA 8B710 y 9H424
AFECTO delecioacuten en hemicigosis Madre SANA no portadora de la delecioacuten DELECIOacuteN en 4p163 afectando a muacuteltiples genes
The empiric aggregate risk to sibs of individuals with autism of unknown cause
varies across studies but is generally considered to range from 5 to 10 for
autism and 10 to 15 for milder symptoms including language social and
psychiatric disorders [Bolton et al 1994 Lauritsen et al 2005 Miles et al 2005
Landa 2008 Selkirk et al 2009] For families with two or more affected children
the recurrence risk approaches 35 [Ritvo et al 1989]
Risk to Family MembersmdashAutism of Unknown Cause
Mefford HC et al N Engl J Med 2012366733-743
NGS
Clinical Genetic Testing for Patients With Autism Spectrum Disorders excluding single gen disorders
bull Karyotype yielded abnormal results in 3
bull Fragile X testing was abnormal 2
bull CNVs identified deletions or duplications in 20
Affy Cytoscan 300 euro (reagents) 20 Fragil X 200 euro (reagents) (Δ25) Exome analysis 700 euro (reagents) (Δ30-35)
Mefford HC et al N Engl J Med 2012366733-743
Complex-Unknown (~70)
Chromosomal abnormalities (~7)
Single gene disorders (~5)
CNVs Duplication Deletions 15-20
Currently a genetic cause can be identified in 20-25 of children with autism
Specific teratogenic exposures (~2)
TEA NO TEA
Allele 1 Allele 2
Marker A is associated with
Phenotype
Marker A
Allele 1 =
Allele 2 =
Human Genetic Association Study Design
SNP SINGLE NUCLEOTIDE POLYMORPHISM
ATCGGCGTACCTGATTCCGAATCCGTATCG
ATCGGCGTACCTGAATCCGAATCCGTATCG
33 Gigabases Human Genome gt18 M SNP 1 SNPlt200 bp
1M SNPs
1M Tag SNPs
identified
Coordination
NODE 1 Santiago de
Compostela (USC)
NODE 2 Madrid (CNIO)
Scientific advisory board Board
Management unit
CENTRO NACIONAL DE GENOTIPADO CEGEN-ISCIII
Illumina 1K
Affymetrix 60
AXIOM
Assessing the impact of a combined analysis of four common low-risk genetic variants on autism risk Carayol et al Molecular autism 2010 14
Results In both samples odds ratios (ORs) increased significantly as a function of the number of risk alleles with a genetic score of 8 being associated with an OR of 554 (95 confidence interval [CI] 245 to 1249) The sensitivities and specificities for each genetic score were similar in both analyses and the resultant area under the receiver operating characteristic curves were identical (059) Conclusions These results suggest that the accumulation of multiple risk alleles in a genetic score is a useful strategy for assessing the risk of autism in siblings of affected individuals and may be better than studying single polymorphisms for identifying subgroups of individuals with significantly greater risk
Next-Generation Sequencing Technologies
Technology Sequencing method Ampliifcation method
Read lenght (bp) Throughput (Mbrun)
454 Synthesis (Pyrosequencing) emPCR 400 -1000 50-500-900
Illumina Synthesis Bridge PCR 100+100 1020-600000
SOLiD Ligation emPCR 75+35 100000-180000
HeliScope Synthesis None 35 28000
Ion Torrent Synthesis (H+ detection) emPCR 100 10 -100-1000
PacBio Synthesis None 860-1100
Single DNA Molecule Technologies
Recurrent
protein-altering
mutations were
observed in
two
genesCHD8
and
NTNG1 M
Trends Cogn Sci 2012 Jan16(1)81-91 Epub 2011 Dec 10 Neurocognitive endophenotypes of impulsivity and compulsivity towards dimensional psychiatry Robbins TW Gillan CM Smith DG de Wit S Ersche KD
A large-scale survey of the novel 15q24 microdeletion syndrome in autism spectrum disorders identifies an atypical deletion that narrows the critical region McInnes et al Molecular Autism 2010 15 doi1011862040-2392-1-5
16p112 deletion is characterized by developmental delay intellectual disability andor autism spectrum disorder (ASD) Developmental delays are more related to diminished language and cognitive function than motor disability Weiss et al [2008] reported 16p112 deletions or duplications in approximately 1 of individuals with autism and 15 of children with developmental or language delays
Mefford HC et al N Engl J Med 2012366733-743
Affymetrix CytoScan HD Array
Affymetrix CytoScan HD Array SOFTWARE Y VISUALIZACION
DISCAPACIDAD INTELECTUAL SEVERA TEA EJEMPLO DE DI DE HERENCIA LIGADA AL X (MRX60 MIM 300486) AFECTO 8E011 (varoacuten) MADRE 1H240 NO PORTADORA
AFECTO delecioacuten en cromosoma X (varoacuten) Madre SANA no portadora de la delecioacuten DELECIOacuteN de novo en Xq12 afectando a gen OPHN1 (gen que codifica la proteiacutena activadora de GTPasa Rho cuya LOF estaacute asociada con DI ligada al X (Kasri et al 2009))
Deteccioacuten y caracterizacioacuten de CNVs mediante arrays de SNPs
DISCAPACIDAD INTELECTUAL SEVERA TEA EJEMPLO DE TEA SINDROacuteMICO SINDROME DE WOLF-HIRSCHHORN (MIM 194190) Nombres alternativos Siacutendrome de la delecioacuten 4p163 Siacutendrome de PITT-ROGERS-DANKS PRDS Siacutendrome de PITT
FAMILIA 8B710 y 9H424
AFECTO delecioacuten en hemicigosis Madre SANA no portadora de la delecioacuten DELECIOacuteN en 4p163 afectando a muacuteltiples genes
The empiric aggregate risk to sibs of individuals with autism of unknown cause
varies across studies but is generally considered to range from 5 to 10 for
autism and 10 to 15 for milder symptoms including language social and
psychiatric disorders [Bolton et al 1994 Lauritsen et al 2005 Miles et al 2005
Landa 2008 Selkirk et al 2009] For families with two or more affected children
the recurrence risk approaches 35 [Ritvo et al 1989]
Risk to Family MembersmdashAutism of Unknown Cause
Mefford HC et al N Engl J Med 2012366733-743
NGS
Clinical Genetic Testing for Patients With Autism Spectrum Disorders excluding single gen disorders
bull Karyotype yielded abnormal results in 3
bull Fragile X testing was abnormal 2
bull CNVs identified deletions or duplications in 20
Affy Cytoscan 300 euro (reagents) 20 Fragil X 200 euro (reagents) (Δ25) Exome analysis 700 euro (reagents) (Δ30-35)
Mefford HC et al N Engl J Med 2012366733-743
Complex-Unknown (~70)
Chromosomal abnormalities (~7)
Single gene disorders (~5)
CNVs Duplication Deletions 15-20
Currently a genetic cause can be identified in 20-25 of children with autism
Specific teratogenic exposures (~2)
TEA NO TEA
Allele 1 Allele 2
Marker A is associated with
Phenotype
Marker A
Allele 1 =
Allele 2 =
Human Genetic Association Study Design
SNP SINGLE NUCLEOTIDE POLYMORPHISM
ATCGGCGTACCTGATTCCGAATCCGTATCG
ATCGGCGTACCTGAATCCGAATCCGTATCG
33 Gigabases Human Genome gt18 M SNP 1 SNPlt200 bp
1M SNPs
1M Tag SNPs
identified
Coordination
NODE 1 Santiago de
Compostela (USC)
NODE 2 Madrid (CNIO)
Scientific advisory board Board
Management unit
CENTRO NACIONAL DE GENOTIPADO CEGEN-ISCIII
Illumina 1K
Affymetrix 60
AXIOM
Assessing the impact of a combined analysis of four common low-risk genetic variants on autism risk Carayol et al Molecular autism 2010 14
Results In both samples odds ratios (ORs) increased significantly as a function of the number of risk alleles with a genetic score of 8 being associated with an OR of 554 (95 confidence interval [CI] 245 to 1249) The sensitivities and specificities for each genetic score were similar in both analyses and the resultant area under the receiver operating characteristic curves were identical (059) Conclusions These results suggest that the accumulation of multiple risk alleles in a genetic score is a useful strategy for assessing the risk of autism in siblings of affected individuals and may be better than studying single polymorphisms for identifying subgroups of individuals with significantly greater risk
Next-Generation Sequencing Technologies
Technology Sequencing method Ampliifcation method
Read lenght (bp) Throughput (Mbrun)
454 Synthesis (Pyrosequencing) emPCR 400 -1000 50-500-900
Illumina Synthesis Bridge PCR 100+100 1020-600000
SOLiD Ligation emPCR 75+35 100000-180000
HeliScope Synthesis None 35 28000
Ion Torrent Synthesis (H+ detection) emPCR 100 10 -100-1000
PacBio Synthesis None 860-1100
Single DNA Molecule Technologies
Recurrent
protein-altering
mutations were
observed in
two
genesCHD8
and
NTNG1 M
Trends Cogn Sci 2012 Jan16(1)81-91 Epub 2011 Dec 10 Neurocognitive endophenotypes of impulsivity and compulsivity towards dimensional psychiatry Robbins TW Gillan CM Smith DG de Wit S Ersche KD
Mefford HC et al N Engl J Med 2012366733-743
Affymetrix CytoScan HD Array
Affymetrix CytoScan HD Array SOFTWARE Y VISUALIZACION
DISCAPACIDAD INTELECTUAL SEVERA TEA EJEMPLO DE DI DE HERENCIA LIGADA AL X (MRX60 MIM 300486) AFECTO 8E011 (varoacuten) MADRE 1H240 NO PORTADORA
AFECTO delecioacuten en cromosoma X (varoacuten) Madre SANA no portadora de la delecioacuten DELECIOacuteN de novo en Xq12 afectando a gen OPHN1 (gen que codifica la proteiacutena activadora de GTPasa Rho cuya LOF estaacute asociada con DI ligada al X (Kasri et al 2009))
Deteccioacuten y caracterizacioacuten de CNVs mediante arrays de SNPs
DISCAPACIDAD INTELECTUAL SEVERA TEA EJEMPLO DE TEA SINDROacuteMICO SINDROME DE WOLF-HIRSCHHORN (MIM 194190) Nombres alternativos Siacutendrome de la delecioacuten 4p163 Siacutendrome de PITT-ROGERS-DANKS PRDS Siacutendrome de PITT
FAMILIA 8B710 y 9H424
AFECTO delecioacuten en hemicigosis Madre SANA no portadora de la delecioacuten DELECIOacuteN en 4p163 afectando a muacuteltiples genes
The empiric aggregate risk to sibs of individuals with autism of unknown cause
varies across studies but is generally considered to range from 5 to 10 for
autism and 10 to 15 for milder symptoms including language social and
psychiatric disorders [Bolton et al 1994 Lauritsen et al 2005 Miles et al 2005
Landa 2008 Selkirk et al 2009] For families with two or more affected children
the recurrence risk approaches 35 [Ritvo et al 1989]
Risk to Family MembersmdashAutism of Unknown Cause
Mefford HC et al N Engl J Med 2012366733-743
NGS
Clinical Genetic Testing for Patients With Autism Spectrum Disorders excluding single gen disorders
bull Karyotype yielded abnormal results in 3
bull Fragile X testing was abnormal 2
bull CNVs identified deletions or duplications in 20
Affy Cytoscan 300 euro (reagents) 20 Fragil X 200 euro (reagents) (Δ25) Exome analysis 700 euro (reagents) (Δ30-35)
Mefford HC et al N Engl J Med 2012366733-743
Complex-Unknown (~70)
Chromosomal abnormalities (~7)
Single gene disorders (~5)
CNVs Duplication Deletions 15-20
Currently a genetic cause can be identified in 20-25 of children with autism
Specific teratogenic exposures (~2)
TEA NO TEA
Allele 1 Allele 2
Marker A is associated with
Phenotype
Marker A
Allele 1 =
Allele 2 =
Human Genetic Association Study Design
SNP SINGLE NUCLEOTIDE POLYMORPHISM
ATCGGCGTACCTGATTCCGAATCCGTATCG
ATCGGCGTACCTGAATCCGAATCCGTATCG
33 Gigabases Human Genome gt18 M SNP 1 SNPlt200 bp
1M SNPs
1M Tag SNPs
identified
Coordination
NODE 1 Santiago de
Compostela (USC)
NODE 2 Madrid (CNIO)
Scientific advisory board Board
Management unit
CENTRO NACIONAL DE GENOTIPADO CEGEN-ISCIII
Illumina 1K
Affymetrix 60
AXIOM
Assessing the impact of a combined analysis of four common low-risk genetic variants on autism risk Carayol et al Molecular autism 2010 14
Results In both samples odds ratios (ORs) increased significantly as a function of the number of risk alleles with a genetic score of 8 being associated with an OR of 554 (95 confidence interval [CI] 245 to 1249) The sensitivities and specificities for each genetic score were similar in both analyses and the resultant area under the receiver operating characteristic curves were identical (059) Conclusions These results suggest that the accumulation of multiple risk alleles in a genetic score is a useful strategy for assessing the risk of autism in siblings of affected individuals and may be better than studying single polymorphisms for identifying subgroups of individuals with significantly greater risk
Next-Generation Sequencing Technologies
Technology Sequencing method Ampliifcation method
Read lenght (bp) Throughput (Mbrun)
454 Synthesis (Pyrosequencing) emPCR 400 -1000 50-500-900
Illumina Synthesis Bridge PCR 100+100 1020-600000
SOLiD Ligation emPCR 75+35 100000-180000
HeliScope Synthesis None 35 28000
Ion Torrent Synthesis (H+ detection) emPCR 100 10 -100-1000
PacBio Synthesis None 860-1100
Single DNA Molecule Technologies
Recurrent
protein-altering
mutations were
observed in
two
genesCHD8
and
NTNG1 M
Trends Cogn Sci 2012 Jan16(1)81-91 Epub 2011 Dec 10 Neurocognitive endophenotypes of impulsivity and compulsivity towards dimensional psychiatry Robbins TW Gillan CM Smith DG de Wit S Ersche KD
Affymetrix CytoScan HD Array
Affymetrix CytoScan HD Array SOFTWARE Y VISUALIZACION
DISCAPACIDAD INTELECTUAL SEVERA TEA EJEMPLO DE DI DE HERENCIA LIGADA AL X (MRX60 MIM 300486) AFECTO 8E011 (varoacuten) MADRE 1H240 NO PORTADORA
AFECTO delecioacuten en cromosoma X (varoacuten) Madre SANA no portadora de la delecioacuten DELECIOacuteN de novo en Xq12 afectando a gen OPHN1 (gen que codifica la proteiacutena activadora de GTPasa Rho cuya LOF estaacute asociada con DI ligada al X (Kasri et al 2009))
Deteccioacuten y caracterizacioacuten de CNVs mediante arrays de SNPs
DISCAPACIDAD INTELECTUAL SEVERA TEA EJEMPLO DE TEA SINDROacuteMICO SINDROME DE WOLF-HIRSCHHORN (MIM 194190) Nombres alternativos Siacutendrome de la delecioacuten 4p163 Siacutendrome de PITT-ROGERS-DANKS PRDS Siacutendrome de PITT
FAMILIA 8B710 y 9H424
AFECTO delecioacuten en hemicigosis Madre SANA no portadora de la delecioacuten DELECIOacuteN en 4p163 afectando a muacuteltiples genes
The empiric aggregate risk to sibs of individuals with autism of unknown cause
varies across studies but is generally considered to range from 5 to 10 for
autism and 10 to 15 for milder symptoms including language social and
psychiatric disorders [Bolton et al 1994 Lauritsen et al 2005 Miles et al 2005
Landa 2008 Selkirk et al 2009] For families with two or more affected children
the recurrence risk approaches 35 [Ritvo et al 1989]
Risk to Family MembersmdashAutism of Unknown Cause
Mefford HC et al N Engl J Med 2012366733-743
NGS
Clinical Genetic Testing for Patients With Autism Spectrum Disorders excluding single gen disorders
bull Karyotype yielded abnormal results in 3
bull Fragile X testing was abnormal 2
bull CNVs identified deletions or duplications in 20
Affy Cytoscan 300 euro (reagents) 20 Fragil X 200 euro (reagents) (Δ25) Exome analysis 700 euro (reagents) (Δ30-35)
Mefford HC et al N Engl J Med 2012366733-743
Complex-Unknown (~70)
Chromosomal abnormalities (~7)
Single gene disorders (~5)
CNVs Duplication Deletions 15-20
Currently a genetic cause can be identified in 20-25 of children with autism
Specific teratogenic exposures (~2)
TEA NO TEA
Allele 1 Allele 2
Marker A is associated with
Phenotype
Marker A
Allele 1 =
Allele 2 =
Human Genetic Association Study Design
SNP SINGLE NUCLEOTIDE POLYMORPHISM
ATCGGCGTACCTGATTCCGAATCCGTATCG
ATCGGCGTACCTGAATCCGAATCCGTATCG
33 Gigabases Human Genome gt18 M SNP 1 SNPlt200 bp
1M SNPs
1M Tag SNPs
identified
Coordination
NODE 1 Santiago de
Compostela (USC)
NODE 2 Madrid (CNIO)
Scientific advisory board Board
Management unit
CENTRO NACIONAL DE GENOTIPADO CEGEN-ISCIII
Illumina 1K
Affymetrix 60
AXIOM
Assessing the impact of a combined analysis of four common low-risk genetic variants on autism risk Carayol et al Molecular autism 2010 14
Results In both samples odds ratios (ORs) increased significantly as a function of the number of risk alleles with a genetic score of 8 being associated with an OR of 554 (95 confidence interval [CI] 245 to 1249) The sensitivities and specificities for each genetic score were similar in both analyses and the resultant area under the receiver operating characteristic curves were identical (059) Conclusions These results suggest that the accumulation of multiple risk alleles in a genetic score is a useful strategy for assessing the risk of autism in siblings of affected individuals and may be better than studying single polymorphisms for identifying subgroups of individuals with significantly greater risk
Next-Generation Sequencing Technologies
Technology Sequencing method Ampliifcation method
Read lenght (bp) Throughput (Mbrun)
454 Synthesis (Pyrosequencing) emPCR 400 -1000 50-500-900
Illumina Synthesis Bridge PCR 100+100 1020-600000
SOLiD Ligation emPCR 75+35 100000-180000
HeliScope Synthesis None 35 28000
Ion Torrent Synthesis (H+ detection) emPCR 100 10 -100-1000
PacBio Synthesis None 860-1100
Single DNA Molecule Technologies
Recurrent
protein-altering
mutations were
observed in
two
genesCHD8
and
NTNG1 M
Trends Cogn Sci 2012 Jan16(1)81-91 Epub 2011 Dec 10 Neurocognitive endophenotypes of impulsivity and compulsivity towards dimensional psychiatry Robbins TW Gillan CM Smith DG de Wit S Ersche KD
Affymetrix CytoScan HD Array SOFTWARE Y VISUALIZACION
DISCAPACIDAD INTELECTUAL SEVERA TEA EJEMPLO DE DI DE HERENCIA LIGADA AL X (MRX60 MIM 300486) AFECTO 8E011 (varoacuten) MADRE 1H240 NO PORTADORA
AFECTO delecioacuten en cromosoma X (varoacuten) Madre SANA no portadora de la delecioacuten DELECIOacuteN de novo en Xq12 afectando a gen OPHN1 (gen que codifica la proteiacutena activadora de GTPasa Rho cuya LOF estaacute asociada con DI ligada al X (Kasri et al 2009))
Deteccioacuten y caracterizacioacuten de CNVs mediante arrays de SNPs
DISCAPACIDAD INTELECTUAL SEVERA TEA EJEMPLO DE TEA SINDROacuteMICO SINDROME DE WOLF-HIRSCHHORN (MIM 194190) Nombres alternativos Siacutendrome de la delecioacuten 4p163 Siacutendrome de PITT-ROGERS-DANKS PRDS Siacutendrome de PITT
FAMILIA 8B710 y 9H424
AFECTO delecioacuten en hemicigosis Madre SANA no portadora de la delecioacuten DELECIOacuteN en 4p163 afectando a muacuteltiples genes
The empiric aggregate risk to sibs of individuals with autism of unknown cause
varies across studies but is generally considered to range from 5 to 10 for
autism and 10 to 15 for milder symptoms including language social and
psychiatric disorders [Bolton et al 1994 Lauritsen et al 2005 Miles et al 2005
Landa 2008 Selkirk et al 2009] For families with two or more affected children
the recurrence risk approaches 35 [Ritvo et al 1989]
Risk to Family MembersmdashAutism of Unknown Cause
Mefford HC et al N Engl J Med 2012366733-743
NGS
Clinical Genetic Testing for Patients With Autism Spectrum Disorders excluding single gen disorders
bull Karyotype yielded abnormal results in 3
bull Fragile X testing was abnormal 2
bull CNVs identified deletions or duplications in 20
Affy Cytoscan 300 euro (reagents) 20 Fragil X 200 euro (reagents) (Δ25) Exome analysis 700 euro (reagents) (Δ30-35)
Mefford HC et al N Engl J Med 2012366733-743
Complex-Unknown (~70)
Chromosomal abnormalities (~7)
Single gene disorders (~5)
CNVs Duplication Deletions 15-20
Currently a genetic cause can be identified in 20-25 of children with autism
Specific teratogenic exposures (~2)
TEA NO TEA
Allele 1 Allele 2
Marker A is associated with
Phenotype
Marker A
Allele 1 =
Allele 2 =
Human Genetic Association Study Design
SNP SINGLE NUCLEOTIDE POLYMORPHISM
ATCGGCGTACCTGATTCCGAATCCGTATCG
ATCGGCGTACCTGAATCCGAATCCGTATCG
33 Gigabases Human Genome gt18 M SNP 1 SNPlt200 bp
1M SNPs
1M Tag SNPs
identified
Coordination
NODE 1 Santiago de
Compostela (USC)
NODE 2 Madrid (CNIO)
Scientific advisory board Board
Management unit
CENTRO NACIONAL DE GENOTIPADO CEGEN-ISCIII
Illumina 1K
Affymetrix 60
AXIOM
Assessing the impact of a combined analysis of four common low-risk genetic variants on autism risk Carayol et al Molecular autism 2010 14
Results In both samples odds ratios (ORs) increased significantly as a function of the number of risk alleles with a genetic score of 8 being associated with an OR of 554 (95 confidence interval [CI] 245 to 1249) The sensitivities and specificities for each genetic score were similar in both analyses and the resultant area under the receiver operating characteristic curves were identical (059) Conclusions These results suggest that the accumulation of multiple risk alleles in a genetic score is a useful strategy for assessing the risk of autism in siblings of affected individuals and may be better than studying single polymorphisms for identifying subgroups of individuals with significantly greater risk
Next-Generation Sequencing Technologies
Technology Sequencing method Ampliifcation method
Read lenght (bp) Throughput (Mbrun)
454 Synthesis (Pyrosequencing) emPCR 400 -1000 50-500-900
Illumina Synthesis Bridge PCR 100+100 1020-600000
SOLiD Ligation emPCR 75+35 100000-180000
HeliScope Synthesis None 35 28000
Ion Torrent Synthesis (H+ detection) emPCR 100 10 -100-1000
PacBio Synthesis None 860-1100
Single DNA Molecule Technologies
Recurrent
protein-altering
mutations were
observed in
two
genesCHD8
and
NTNG1 M
Trends Cogn Sci 2012 Jan16(1)81-91 Epub 2011 Dec 10 Neurocognitive endophenotypes of impulsivity and compulsivity towards dimensional psychiatry Robbins TW Gillan CM Smith DG de Wit S Ersche KD
DISCAPACIDAD INTELECTUAL SEVERA TEA EJEMPLO DE DI DE HERENCIA LIGADA AL X (MRX60 MIM 300486) AFECTO 8E011 (varoacuten) MADRE 1H240 NO PORTADORA
AFECTO delecioacuten en cromosoma X (varoacuten) Madre SANA no portadora de la delecioacuten DELECIOacuteN de novo en Xq12 afectando a gen OPHN1 (gen que codifica la proteiacutena activadora de GTPasa Rho cuya LOF estaacute asociada con DI ligada al X (Kasri et al 2009))
Deteccioacuten y caracterizacioacuten de CNVs mediante arrays de SNPs
DISCAPACIDAD INTELECTUAL SEVERA TEA EJEMPLO DE TEA SINDROacuteMICO SINDROME DE WOLF-HIRSCHHORN (MIM 194190) Nombres alternativos Siacutendrome de la delecioacuten 4p163 Siacutendrome de PITT-ROGERS-DANKS PRDS Siacutendrome de PITT
FAMILIA 8B710 y 9H424
AFECTO delecioacuten en hemicigosis Madre SANA no portadora de la delecioacuten DELECIOacuteN en 4p163 afectando a muacuteltiples genes
The empiric aggregate risk to sibs of individuals with autism of unknown cause
varies across studies but is generally considered to range from 5 to 10 for
autism and 10 to 15 for milder symptoms including language social and
psychiatric disorders [Bolton et al 1994 Lauritsen et al 2005 Miles et al 2005
Landa 2008 Selkirk et al 2009] For families with two or more affected children
the recurrence risk approaches 35 [Ritvo et al 1989]
Risk to Family MembersmdashAutism of Unknown Cause
Mefford HC et al N Engl J Med 2012366733-743
NGS
Clinical Genetic Testing for Patients With Autism Spectrum Disorders excluding single gen disorders
bull Karyotype yielded abnormal results in 3
bull Fragile X testing was abnormal 2
bull CNVs identified deletions or duplications in 20
Affy Cytoscan 300 euro (reagents) 20 Fragil X 200 euro (reagents) (Δ25) Exome analysis 700 euro (reagents) (Δ30-35)
Mefford HC et al N Engl J Med 2012366733-743
Complex-Unknown (~70)
Chromosomal abnormalities (~7)
Single gene disorders (~5)
CNVs Duplication Deletions 15-20
Currently a genetic cause can be identified in 20-25 of children with autism
Specific teratogenic exposures (~2)
TEA NO TEA
Allele 1 Allele 2
Marker A is associated with
Phenotype
Marker A
Allele 1 =
Allele 2 =
Human Genetic Association Study Design
SNP SINGLE NUCLEOTIDE POLYMORPHISM
ATCGGCGTACCTGATTCCGAATCCGTATCG
ATCGGCGTACCTGAATCCGAATCCGTATCG
33 Gigabases Human Genome gt18 M SNP 1 SNPlt200 bp
1M SNPs
1M Tag SNPs
identified
Coordination
NODE 1 Santiago de
Compostela (USC)
NODE 2 Madrid (CNIO)
Scientific advisory board Board
Management unit
CENTRO NACIONAL DE GENOTIPADO CEGEN-ISCIII
Illumina 1K
Affymetrix 60
AXIOM
Assessing the impact of a combined analysis of four common low-risk genetic variants on autism risk Carayol et al Molecular autism 2010 14
Results In both samples odds ratios (ORs) increased significantly as a function of the number of risk alleles with a genetic score of 8 being associated with an OR of 554 (95 confidence interval [CI] 245 to 1249) The sensitivities and specificities for each genetic score were similar in both analyses and the resultant area under the receiver operating characteristic curves were identical (059) Conclusions These results suggest that the accumulation of multiple risk alleles in a genetic score is a useful strategy for assessing the risk of autism in siblings of affected individuals and may be better than studying single polymorphisms for identifying subgroups of individuals with significantly greater risk
Next-Generation Sequencing Technologies
Technology Sequencing method Ampliifcation method
Read lenght (bp) Throughput (Mbrun)
454 Synthesis (Pyrosequencing) emPCR 400 -1000 50-500-900
Illumina Synthesis Bridge PCR 100+100 1020-600000
SOLiD Ligation emPCR 75+35 100000-180000
HeliScope Synthesis None 35 28000
Ion Torrent Synthesis (H+ detection) emPCR 100 10 -100-1000
PacBio Synthesis None 860-1100
Single DNA Molecule Technologies
Recurrent
protein-altering
mutations were
observed in
two
genesCHD8
and
NTNG1 M
Trends Cogn Sci 2012 Jan16(1)81-91 Epub 2011 Dec 10 Neurocognitive endophenotypes of impulsivity and compulsivity towards dimensional psychiatry Robbins TW Gillan CM Smith DG de Wit S Ersche KD
Deteccioacuten y caracterizacioacuten de CNVs mediante arrays de SNPs
DISCAPACIDAD INTELECTUAL SEVERA TEA EJEMPLO DE TEA SINDROacuteMICO SINDROME DE WOLF-HIRSCHHORN (MIM 194190) Nombres alternativos Siacutendrome de la delecioacuten 4p163 Siacutendrome de PITT-ROGERS-DANKS PRDS Siacutendrome de PITT
FAMILIA 8B710 y 9H424
AFECTO delecioacuten en hemicigosis Madre SANA no portadora de la delecioacuten DELECIOacuteN en 4p163 afectando a muacuteltiples genes
The empiric aggregate risk to sibs of individuals with autism of unknown cause
varies across studies but is generally considered to range from 5 to 10 for
autism and 10 to 15 for milder symptoms including language social and
psychiatric disorders [Bolton et al 1994 Lauritsen et al 2005 Miles et al 2005
Landa 2008 Selkirk et al 2009] For families with two or more affected children
the recurrence risk approaches 35 [Ritvo et al 1989]
Risk to Family MembersmdashAutism of Unknown Cause
Mefford HC et al N Engl J Med 2012366733-743
NGS
Clinical Genetic Testing for Patients With Autism Spectrum Disorders excluding single gen disorders
bull Karyotype yielded abnormal results in 3
bull Fragile X testing was abnormal 2
bull CNVs identified deletions or duplications in 20
Affy Cytoscan 300 euro (reagents) 20 Fragil X 200 euro (reagents) (Δ25) Exome analysis 700 euro (reagents) (Δ30-35)
Mefford HC et al N Engl J Med 2012366733-743
Complex-Unknown (~70)
Chromosomal abnormalities (~7)
Single gene disorders (~5)
CNVs Duplication Deletions 15-20
Currently a genetic cause can be identified in 20-25 of children with autism
Specific teratogenic exposures (~2)
TEA NO TEA
Allele 1 Allele 2
Marker A is associated with
Phenotype
Marker A
Allele 1 =
Allele 2 =
Human Genetic Association Study Design
SNP SINGLE NUCLEOTIDE POLYMORPHISM
ATCGGCGTACCTGATTCCGAATCCGTATCG
ATCGGCGTACCTGAATCCGAATCCGTATCG
33 Gigabases Human Genome gt18 M SNP 1 SNPlt200 bp
1M SNPs
1M Tag SNPs
identified
Coordination
NODE 1 Santiago de
Compostela (USC)
NODE 2 Madrid (CNIO)
Scientific advisory board Board
Management unit
CENTRO NACIONAL DE GENOTIPADO CEGEN-ISCIII
Illumina 1K
Affymetrix 60
AXIOM
Assessing the impact of a combined analysis of four common low-risk genetic variants on autism risk Carayol et al Molecular autism 2010 14
Results In both samples odds ratios (ORs) increased significantly as a function of the number of risk alleles with a genetic score of 8 being associated with an OR of 554 (95 confidence interval [CI] 245 to 1249) The sensitivities and specificities for each genetic score were similar in both analyses and the resultant area under the receiver operating characteristic curves were identical (059) Conclusions These results suggest that the accumulation of multiple risk alleles in a genetic score is a useful strategy for assessing the risk of autism in siblings of affected individuals and may be better than studying single polymorphisms for identifying subgroups of individuals with significantly greater risk
Next-Generation Sequencing Technologies
Technology Sequencing method Ampliifcation method
Read lenght (bp) Throughput (Mbrun)
454 Synthesis (Pyrosequencing) emPCR 400 -1000 50-500-900
Illumina Synthesis Bridge PCR 100+100 1020-600000
SOLiD Ligation emPCR 75+35 100000-180000
HeliScope Synthesis None 35 28000
Ion Torrent Synthesis (H+ detection) emPCR 100 10 -100-1000
PacBio Synthesis None 860-1100
Single DNA Molecule Technologies
Recurrent
protein-altering
mutations were
observed in
two
genesCHD8
and
NTNG1 M
Trends Cogn Sci 2012 Jan16(1)81-91 Epub 2011 Dec 10 Neurocognitive endophenotypes of impulsivity and compulsivity towards dimensional psychiatry Robbins TW Gillan CM Smith DG de Wit S Ersche KD
DISCAPACIDAD INTELECTUAL SEVERA TEA EJEMPLO DE TEA SINDROacuteMICO SINDROME DE WOLF-HIRSCHHORN (MIM 194190) Nombres alternativos Siacutendrome de la delecioacuten 4p163 Siacutendrome de PITT-ROGERS-DANKS PRDS Siacutendrome de PITT
FAMILIA 8B710 y 9H424
AFECTO delecioacuten en hemicigosis Madre SANA no portadora de la delecioacuten DELECIOacuteN en 4p163 afectando a muacuteltiples genes
The empiric aggregate risk to sibs of individuals with autism of unknown cause
varies across studies but is generally considered to range from 5 to 10 for
autism and 10 to 15 for milder symptoms including language social and
psychiatric disorders [Bolton et al 1994 Lauritsen et al 2005 Miles et al 2005
Landa 2008 Selkirk et al 2009] For families with two or more affected children
the recurrence risk approaches 35 [Ritvo et al 1989]
Risk to Family MembersmdashAutism of Unknown Cause
Mefford HC et al N Engl J Med 2012366733-743
NGS
Clinical Genetic Testing for Patients With Autism Spectrum Disorders excluding single gen disorders
bull Karyotype yielded abnormal results in 3
bull Fragile X testing was abnormal 2
bull CNVs identified deletions or duplications in 20
Affy Cytoscan 300 euro (reagents) 20 Fragil X 200 euro (reagents) (Δ25) Exome analysis 700 euro (reagents) (Δ30-35)
Mefford HC et al N Engl J Med 2012366733-743
Complex-Unknown (~70)
Chromosomal abnormalities (~7)
Single gene disorders (~5)
CNVs Duplication Deletions 15-20
Currently a genetic cause can be identified in 20-25 of children with autism
Specific teratogenic exposures (~2)
TEA NO TEA
Allele 1 Allele 2
Marker A is associated with
Phenotype
Marker A
Allele 1 =
Allele 2 =
Human Genetic Association Study Design
SNP SINGLE NUCLEOTIDE POLYMORPHISM
ATCGGCGTACCTGATTCCGAATCCGTATCG
ATCGGCGTACCTGAATCCGAATCCGTATCG
33 Gigabases Human Genome gt18 M SNP 1 SNPlt200 bp
1M SNPs
1M Tag SNPs
identified
Coordination
NODE 1 Santiago de
Compostela (USC)
NODE 2 Madrid (CNIO)
Scientific advisory board Board
Management unit
CENTRO NACIONAL DE GENOTIPADO CEGEN-ISCIII
Illumina 1K
Affymetrix 60
AXIOM
Assessing the impact of a combined analysis of four common low-risk genetic variants on autism risk Carayol et al Molecular autism 2010 14
Results In both samples odds ratios (ORs) increased significantly as a function of the number of risk alleles with a genetic score of 8 being associated with an OR of 554 (95 confidence interval [CI] 245 to 1249) The sensitivities and specificities for each genetic score were similar in both analyses and the resultant area under the receiver operating characteristic curves were identical (059) Conclusions These results suggest that the accumulation of multiple risk alleles in a genetic score is a useful strategy for assessing the risk of autism in siblings of affected individuals and may be better than studying single polymorphisms for identifying subgroups of individuals with significantly greater risk
Next-Generation Sequencing Technologies
Technology Sequencing method Ampliifcation method
Read lenght (bp) Throughput (Mbrun)
454 Synthesis (Pyrosequencing) emPCR 400 -1000 50-500-900
Illumina Synthesis Bridge PCR 100+100 1020-600000
SOLiD Ligation emPCR 75+35 100000-180000
HeliScope Synthesis None 35 28000
Ion Torrent Synthesis (H+ detection) emPCR 100 10 -100-1000
PacBio Synthesis None 860-1100
Single DNA Molecule Technologies
Recurrent
protein-altering
mutations were
observed in
two
genesCHD8
and
NTNG1 M
Trends Cogn Sci 2012 Jan16(1)81-91 Epub 2011 Dec 10 Neurocognitive endophenotypes of impulsivity and compulsivity towards dimensional psychiatry Robbins TW Gillan CM Smith DG de Wit S Ersche KD
The empiric aggregate risk to sibs of individuals with autism of unknown cause
varies across studies but is generally considered to range from 5 to 10 for
autism and 10 to 15 for milder symptoms including language social and
psychiatric disorders [Bolton et al 1994 Lauritsen et al 2005 Miles et al 2005
Landa 2008 Selkirk et al 2009] For families with two or more affected children
the recurrence risk approaches 35 [Ritvo et al 1989]
Risk to Family MembersmdashAutism of Unknown Cause
Mefford HC et al N Engl J Med 2012366733-743
NGS
Clinical Genetic Testing for Patients With Autism Spectrum Disorders excluding single gen disorders
bull Karyotype yielded abnormal results in 3
bull Fragile X testing was abnormal 2
bull CNVs identified deletions or duplications in 20
Affy Cytoscan 300 euro (reagents) 20 Fragil X 200 euro (reagents) (Δ25) Exome analysis 700 euro (reagents) (Δ30-35)
Mefford HC et al N Engl J Med 2012366733-743
Complex-Unknown (~70)
Chromosomal abnormalities (~7)
Single gene disorders (~5)
CNVs Duplication Deletions 15-20
Currently a genetic cause can be identified in 20-25 of children with autism
Specific teratogenic exposures (~2)
TEA NO TEA
Allele 1 Allele 2
Marker A is associated with
Phenotype
Marker A
Allele 1 =
Allele 2 =
Human Genetic Association Study Design
SNP SINGLE NUCLEOTIDE POLYMORPHISM
ATCGGCGTACCTGATTCCGAATCCGTATCG
ATCGGCGTACCTGAATCCGAATCCGTATCG
33 Gigabases Human Genome gt18 M SNP 1 SNPlt200 bp
1M SNPs
1M Tag SNPs
identified
Coordination
NODE 1 Santiago de
Compostela (USC)
NODE 2 Madrid (CNIO)
Scientific advisory board Board
Management unit
CENTRO NACIONAL DE GENOTIPADO CEGEN-ISCIII
Illumina 1K
Affymetrix 60
AXIOM
Assessing the impact of a combined analysis of four common low-risk genetic variants on autism risk Carayol et al Molecular autism 2010 14
Results In both samples odds ratios (ORs) increased significantly as a function of the number of risk alleles with a genetic score of 8 being associated with an OR of 554 (95 confidence interval [CI] 245 to 1249) The sensitivities and specificities for each genetic score were similar in both analyses and the resultant area under the receiver operating characteristic curves were identical (059) Conclusions These results suggest that the accumulation of multiple risk alleles in a genetic score is a useful strategy for assessing the risk of autism in siblings of affected individuals and may be better than studying single polymorphisms for identifying subgroups of individuals with significantly greater risk
Next-Generation Sequencing Technologies
Technology Sequencing method Ampliifcation method
Read lenght (bp) Throughput (Mbrun)
454 Synthesis (Pyrosequencing) emPCR 400 -1000 50-500-900
Illumina Synthesis Bridge PCR 100+100 1020-600000
SOLiD Ligation emPCR 75+35 100000-180000
HeliScope Synthesis None 35 28000
Ion Torrent Synthesis (H+ detection) emPCR 100 10 -100-1000
PacBio Synthesis None 860-1100
Single DNA Molecule Technologies
Recurrent
protein-altering
mutations were
observed in
two
genesCHD8
and
NTNG1 M
Trends Cogn Sci 2012 Jan16(1)81-91 Epub 2011 Dec 10 Neurocognitive endophenotypes of impulsivity and compulsivity towards dimensional psychiatry Robbins TW Gillan CM Smith DG de Wit S Ersche KD
Mefford HC et al N Engl J Med 2012366733-743
NGS
Clinical Genetic Testing for Patients With Autism Spectrum Disorders excluding single gen disorders
bull Karyotype yielded abnormal results in 3
bull Fragile X testing was abnormal 2
bull CNVs identified deletions or duplications in 20
Affy Cytoscan 300 euro (reagents) 20 Fragil X 200 euro (reagents) (Δ25) Exome analysis 700 euro (reagents) (Δ30-35)
Mefford HC et al N Engl J Med 2012366733-743
Complex-Unknown (~70)
Chromosomal abnormalities (~7)
Single gene disorders (~5)
CNVs Duplication Deletions 15-20
Currently a genetic cause can be identified in 20-25 of children with autism
Specific teratogenic exposures (~2)
TEA NO TEA
Allele 1 Allele 2
Marker A is associated with
Phenotype
Marker A
Allele 1 =
Allele 2 =
Human Genetic Association Study Design
SNP SINGLE NUCLEOTIDE POLYMORPHISM
ATCGGCGTACCTGATTCCGAATCCGTATCG
ATCGGCGTACCTGAATCCGAATCCGTATCG
33 Gigabases Human Genome gt18 M SNP 1 SNPlt200 bp
1M SNPs
1M Tag SNPs
identified
Coordination
NODE 1 Santiago de
Compostela (USC)
NODE 2 Madrid (CNIO)
Scientific advisory board Board
Management unit
CENTRO NACIONAL DE GENOTIPADO CEGEN-ISCIII
Illumina 1K
Affymetrix 60
AXIOM
Assessing the impact of a combined analysis of four common low-risk genetic variants on autism risk Carayol et al Molecular autism 2010 14
Results In both samples odds ratios (ORs) increased significantly as a function of the number of risk alleles with a genetic score of 8 being associated with an OR of 554 (95 confidence interval [CI] 245 to 1249) The sensitivities and specificities for each genetic score were similar in both analyses and the resultant area under the receiver operating characteristic curves were identical (059) Conclusions These results suggest that the accumulation of multiple risk alleles in a genetic score is a useful strategy for assessing the risk of autism in siblings of affected individuals and may be better than studying single polymorphisms for identifying subgroups of individuals with significantly greater risk
Next-Generation Sequencing Technologies
Technology Sequencing method Ampliifcation method
Read lenght (bp) Throughput (Mbrun)
454 Synthesis (Pyrosequencing) emPCR 400 -1000 50-500-900
Illumina Synthesis Bridge PCR 100+100 1020-600000
SOLiD Ligation emPCR 75+35 100000-180000
HeliScope Synthesis None 35 28000
Ion Torrent Synthesis (H+ detection) emPCR 100 10 -100-1000
PacBio Synthesis None 860-1100
Single DNA Molecule Technologies
Recurrent
protein-altering
mutations were
observed in
two
genesCHD8
and
NTNG1 M
Trends Cogn Sci 2012 Jan16(1)81-91 Epub 2011 Dec 10 Neurocognitive endophenotypes of impulsivity and compulsivity towards dimensional psychiatry Robbins TW Gillan CM Smith DG de Wit S Ersche KD
Clinical Genetic Testing for Patients With Autism Spectrum Disorders excluding single gen disorders
bull Karyotype yielded abnormal results in 3
bull Fragile X testing was abnormal 2
bull CNVs identified deletions or duplications in 20
Affy Cytoscan 300 euro (reagents) 20 Fragil X 200 euro (reagents) (Δ25) Exome analysis 700 euro (reagents) (Δ30-35)
Mefford HC et al N Engl J Med 2012366733-743
Complex-Unknown (~70)
Chromosomal abnormalities (~7)
Single gene disorders (~5)
CNVs Duplication Deletions 15-20
Currently a genetic cause can be identified in 20-25 of children with autism
Specific teratogenic exposures (~2)
TEA NO TEA
Allele 1 Allele 2
Marker A is associated with
Phenotype
Marker A
Allele 1 =
Allele 2 =
Human Genetic Association Study Design
SNP SINGLE NUCLEOTIDE POLYMORPHISM
ATCGGCGTACCTGATTCCGAATCCGTATCG
ATCGGCGTACCTGAATCCGAATCCGTATCG
33 Gigabases Human Genome gt18 M SNP 1 SNPlt200 bp
1M SNPs
1M Tag SNPs
identified
Coordination
NODE 1 Santiago de
Compostela (USC)
NODE 2 Madrid (CNIO)
Scientific advisory board Board
Management unit
CENTRO NACIONAL DE GENOTIPADO CEGEN-ISCIII
Illumina 1K
Affymetrix 60
AXIOM
Assessing the impact of a combined analysis of four common low-risk genetic variants on autism risk Carayol et al Molecular autism 2010 14
Results In both samples odds ratios (ORs) increased significantly as a function of the number of risk alleles with a genetic score of 8 being associated with an OR of 554 (95 confidence interval [CI] 245 to 1249) The sensitivities and specificities for each genetic score were similar in both analyses and the resultant area under the receiver operating characteristic curves were identical (059) Conclusions These results suggest that the accumulation of multiple risk alleles in a genetic score is a useful strategy for assessing the risk of autism in siblings of affected individuals and may be better than studying single polymorphisms for identifying subgroups of individuals with significantly greater risk
Next-Generation Sequencing Technologies
Technology Sequencing method Ampliifcation method
Read lenght (bp) Throughput (Mbrun)
454 Synthesis (Pyrosequencing) emPCR 400 -1000 50-500-900
Illumina Synthesis Bridge PCR 100+100 1020-600000
SOLiD Ligation emPCR 75+35 100000-180000
HeliScope Synthesis None 35 28000
Ion Torrent Synthesis (H+ detection) emPCR 100 10 -100-1000
PacBio Synthesis None 860-1100
Single DNA Molecule Technologies
Recurrent
protein-altering
mutations were
observed in
two
genesCHD8
and
NTNG1 M
Trends Cogn Sci 2012 Jan16(1)81-91 Epub 2011 Dec 10 Neurocognitive endophenotypes of impulsivity and compulsivity towards dimensional psychiatry Robbins TW Gillan CM Smith DG de Wit S Ersche KD
Complex-Unknown (~70)
Chromosomal abnormalities (~7)
Single gene disorders (~5)
CNVs Duplication Deletions 15-20
Currently a genetic cause can be identified in 20-25 of children with autism
Specific teratogenic exposures (~2)
TEA NO TEA
Allele 1 Allele 2
Marker A is associated with
Phenotype
Marker A
Allele 1 =
Allele 2 =
Human Genetic Association Study Design
SNP SINGLE NUCLEOTIDE POLYMORPHISM
ATCGGCGTACCTGATTCCGAATCCGTATCG
ATCGGCGTACCTGAATCCGAATCCGTATCG
33 Gigabases Human Genome gt18 M SNP 1 SNPlt200 bp
1M SNPs
1M Tag SNPs
identified
Coordination
NODE 1 Santiago de
Compostela (USC)
NODE 2 Madrid (CNIO)
Scientific advisory board Board
Management unit
CENTRO NACIONAL DE GENOTIPADO CEGEN-ISCIII
Illumina 1K
Affymetrix 60
AXIOM
Assessing the impact of a combined analysis of four common low-risk genetic variants on autism risk Carayol et al Molecular autism 2010 14
Results In both samples odds ratios (ORs) increased significantly as a function of the number of risk alleles with a genetic score of 8 being associated with an OR of 554 (95 confidence interval [CI] 245 to 1249) The sensitivities and specificities for each genetic score were similar in both analyses and the resultant area under the receiver operating characteristic curves were identical (059) Conclusions These results suggest that the accumulation of multiple risk alleles in a genetic score is a useful strategy for assessing the risk of autism in siblings of affected individuals and may be better than studying single polymorphisms for identifying subgroups of individuals with significantly greater risk
Next-Generation Sequencing Technologies
Technology Sequencing method Ampliifcation method
Read lenght (bp) Throughput (Mbrun)
454 Synthesis (Pyrosequencing) emPCR 400 -1000 50-500-900
Illumina Synthesis Bridge PCR 100+100 1020-600000
SOLiD Ligation emPCR 75+35 100000-180000
HeliScope Synthesis None 35 28000
Ion Torrent Synthesis (H+ detection) emPCR 100 10 -100-1000
PacBio Synthesis None 860-1100
Single DNA Molecule Technologies
Recurrent
protein-altering
mutations were
observed in
two
genesCHD8
and
NTNG1 M
Trends Cogn Sci 2012 Jan16(1)81-91 Epub 2011 Dec 10 Neurocognitive endophenotypes of impulsivity and compulsivity towards dimensional psychiatry Robbins TW Gillan CM Smith DG de Wit S Ersche KD
TEA NO TEA
Allele 1 Allele 2
Marker A is associated with
Phenotype
Marker A
Allele 1 =
Allele 2 =
Human Genetic Association Study Design
SNP SINGLE NUCLEOTIDE POLYMORPHISM
ATCGGCGTACCTGATTCCGAATCCGTATCG
ATCGGCGTACCTGAATCCGAATCCGTATCG
33 Gigabases Human Genome gt18 M SNP 1 SNPlt200 bp
1M SNPs
1M Tag SNPs
identified
Coordination
NODE 1 Santiago de
Compostela (USC)
NODE 2 Madrid (CNIO)
Scientific advisory board Board
Management unit
CENTRO NACIONAL DE GENOTIPADO CEGEN-ISCIII
Illumina 1K
Affymetrix 60
AXIOM
Assessing the impact of a combined analysis of four common low-risk genetic variants on autism risk Carayol et al Molecular autism 2010 14
Results In both samples odds ratios (ORs) increased significantly as a function of the number of risk alleles with a genetic score of 8 being associated with an OR of 554 (95 confidence interval [CI] 245 to 1249) The sensitivities and specificities for each genetic score were similar in both analyses and the resultant area under the receiver operating characteristic curves were identical (059) Conclusions These results suggest that the accumulation of multiple risk alleles in a genetic score is a useful strategy for assessing the risk of autism in siblings of affected individuals and may be better than studying single polymorphisms for identifying subgroups of individuals with significantly greater risk
Next-Generation Sequencing Technologies
Technology Sequencing method Ampliifcation method
Read lenght (bp) Throughput (Mbrun)
454 Synthesis (Pyrosequencing) emPCR 400 -1000 50-500-900
Illumina Synthesis Bridge PCR 100+100 1020-600000
SOLiD Ligation emPCR 75+35 100000-180000
HeliScope Synthesis None 35 28000
Ion Torrent Synthesis (H+ detection) emPCR 100 10 -100-1000
PacBio Synthesis None 860-1100
Single DNA Molecule Technologies
Recurrent
protein-altering
mutations were
observed in
two
genesCHD8
and
NTNG1 M
Trends Cogn Sci 2012 Jan16(1)81-91 Epub 2011 Dec 10 Neurocognitive endophenotypes of impulsivity and compulsivity towards dimensional psychiatry Robbins TW Gillan CM Smith DG de Wit S Ersche KD
SNP SINGLE NUCLEOTIDE POLYMORPHISM
ATCGGCGTACCTGATTCCGAATCCGTATCG
ATCGGCGTACCTGAATCCGAATCCGTATCG
33 Gigabases Human Genome gt18 M SNP 1 SNPlt200 bp
1M SNPs
1M Tag SNPs
identified
Coordination
NODE 1 Santiago de
Compostela (USC)
NODE 2 Madrid (CNIO)
Scientific advisory board Board
Management unit
CENTRO NACIONAL DE GENOTIPADO CEGEN-ISCIII
Illumina 1K
Affymetrix 60
AXIOM
Assessing the impact of a combined analysis of four common low-risk genetic variants on autism risk Carayol et al Molecular autism 2010 14
Results In both samples odds ratios (ORs) increased significantly as a function of the number of risk alleles with a genetic score of 8 being associated with an OR of 554 (95 confidence interval [CI] 245 to 1249) The sensitivities and specificities for each genetic score were similar in both analyses and the resultant area under the receiver operating characteristic curves were identical (059) Conclusions These results suggest that the accumulation of multiple risk alleles in a genetic score is a useful strategy for assessing the risk of autism in siblings of affected individuals and may be better than studying single polymorphisms for identifying subgroups of individuals with significantly greater risk
Next-Generation Sequencing Technologies
Technology Sequencing method Ampliifcation method
Read lenght (bp) Throughput (Mbrun)
454 Synthesis (Pyrosequencing) emPCR 400 -1000 50-500-900
Illumina Synthesis Bridge PCR 100+100 1020-600000
SOLiD Ligation emPCR 75+35 100000-180000
HeliScope Synthesis None 35 28000
Ion Torrent Synthesis (H+ detection) emPCR 100 10 -100-1000
PacBio Synthesis None 860-1100
Single DNA Molecule Technologies
Recurrent
protein-altering
mutations were
observed in
two
genesCHD8
and
NTNG1 M
Trends Cogn Sci 2012 Jan16(1)81-91 Epub 2011 Dec 10 Neurocognitive endophenotypes of impulsivity and compulsivity towards dimensional psychiatry Robbins TW Gillan CM Smith DG de Wit S Ersche KD
Coordination
NODE 1 Santiago de
Compostela (USC)
NODE 2 Madrid (CNIO)
Scientific advisory board Board
Management unit
CENTRO NACIONAL DE GENOTIPADO CEGEN-ISCIII
Illumina 1K
Affymetrix 60
AXIOM
Assessing the impact of a combined analysis of four common low-risk genetic variants on autism risk Carayol et al Molecular autism 2010 14
Results In both samples odds ratios (ORs) increased significantly as a function of the number of risk alleles with a genetic score of 8 being associated with an OR of 554 (95 confidence interval [CI] 245 to 1249) The sensitivities and specificities for each genetic score were similar in both analyses and the resultant area under the receiver operating characteristic curves were identical (059) Conclusions These results suggest that the accumulation of multiple risk alleles in a genetic score is a useful strategy for assessing the risk of autism in siblings of affected individuals and may be better than studying single polymorphisms for identifying subgroups of individuals with significantly greater risk
Next-Generation Sequencing Technologies
Technology Sequencing method Ampliifcation method
Read lenght (bp) Throughput (Mbrun)
454 Synthesis (Pyrosequencing) emPCR 400 -1000 50-500-900
Illumina Synthesis Bridge PCR 100+100 1020-600000
SOLiD Ligation emPCR 75+35 100000-180000
HeliScope Synthesis None 35 28000
Ion Torrent Synthesis (H+ detection) emPCR 100 10 -100-1000
PacBio Synthesis None 860-1100
Single DNA Molecule Technologies
Recurrent
protein-altering
mutations were
observed in
two
genesCHD8
and
NTNG1 M
Trends Cogn Sci 2012 Jan16(1)81-91 Epub 2011 Dec 10 Neurocognitive endophenotypes of impulsivity and compulsivity towards dimensional psychiatry Robbins TW Gillan CM Smith DG de Wit S Ersche KD
Illumina 1K
Affymetrix 60
AXIOM
Assessing the impact of a combined analysis of four common low-risk genetic variants on autism risk Carayol et al Molecular autism 2010 14
Results In both samples odds ratios (ORs) increased significantly as a function of the number of risk alleles with a genetic score of 8 being associated with an OR of 554 (95 confidence interval [CI] 245 to 1249) The sensitivities and specificities for each genetic score were similar in both analyses and the resultant area under the receiver operating characteristic curves were identical (059) Conclusions These results suggest that the accumulation of multiple risk alleles in a genetic score is a useful strategy for assessing the risk of autism in siblings of affected individuals and may be better than studying single polymorphisms for identifying subgroups of individuals with significantly greater risk
Next-Generation Sequencing Technologies
Technology Sequencing method Ampliifcation method
Read lenght (bp) Throughput (Mbrun)
454 Synthesis (Pyrosequencing) emPCR 400 -1000 50-500-900
Illumina Synthesis Bridge PCR 100+100 1020-600000
SOLiD Ligation emPCR 75+35 100000-180000
HeliScope Synthesis None 35 28000
Ion Torrent Synthesis (H+ detection) emPCR 100 10 -100-1000
PacBio Synthesis None 860-1100
Single DNA Molecule Technologies
Recurrent
protein-altering
mutations were
observed in
two
genesCHD8
and
NTNG1 M
Trends Cogn Sci 2012 Jan16(1)81-91 Epub 2011 Dec 10 Neurocognitive endophenotypes of impulsivity and compulsivity towards dimensional psychiatry Robbins TW Gillan CM Smith DG de Wit S Ersche KD
Assessing the impact of a combined analysis of four common low-risk genetic variants on autism risk Carayol et al Molecular autism 2010 14
Results In both samples odds ratios (ORs) increased significantly as a function of the number of risk alleles with a genetic score of 8 being associated with an OR of 554 (95 confidence interval [CI] 245 to 1249) The sensitivities and specificities for each genetic score were similar in both analyses and the resultant area under the receiver operating characteristic curves were identical (059) Conclusions These results suggest that the accumulation of multiple risk alleles in a genetic score is a useful strategy for assessing the risk of autism in siblings of affected individuals and may be better than studying single polymorphisms for identifying subgroups of individuals with significantly greater risk
Next-Generation Sequencing Technologies
Technology Sequencing method Ampliifcation method
Read lenght (bp) Throughput (Mbrun)
454 Synthesis (Pyrosequencing) emPCR 400 -1000 50-500-900
Illumina Synthesis Bridge PCR 100+100 1020-600000
SOLiD Ligation emPCR 75+35 100000-180000
HeliScope Synthesis None 35 28000
Ion Torrent Synthesis (H+ detection) emPCR 100 10 -100-1000
PacBio Synthesis None 860-1100
Single DNA Molecule Technologies
Recurrent
protein-altering
mutations were
observed in
two
genesCHD8
and
NTNG1 M
Trends Cogn Sci 2012 Jan16(1)81-91 Epub 2011 Dec 10 Neurocognitive endophenotypes of impulsivity and compulsivity towards dimensional psychiatry Robbins TW Gillan CM Smith DG de Wit S Ersche KD
Next-Generation Sequencing Technologies
Technology Sequencing method Ampliifcation method
Read lenght (bp) Throughput (Mbrun)
454 Synthesis (Pyrosequencing) emPCR 400 -1000 50-500-900
Illumina Synthesis Bridge PCR 100+100 1020-600000
SOLiD Ligation emPCR 75+35 100000-180000
HeliScope Synthesis None 35 28000
Ion Torrent Synthesis (H+ detection) emPCR 100 10 -100-1000
PacBio Synthesis None 860-1100
Single DNA Molecule Technologies
Recurrent
protein-altering
mutations were
observed in
two
genesCHD8
and
NTNG1 M
Trends Cogn Sci 2012 Jan16(1)81-91 Epub 2011 Dec 10 Neurocognitive endophenotypes of impulsivity and compulsivity towards dimensional psychiatry Robbins TW Gillan CM Smith DG de Wit S Ersche KD
Recurrent
protein-altering
mutations were
observed in
two
genesCHD8
and
NTNG1 M
Trends Cogn Sci 2012 Jan16(1)81-91 Epub 2011 Dec 10 Neurocognitive endophenotypes of impulsivity and compulsivity towards dimensional psychiatry Robbins TW Gillan CM Smith DG de Wit S Ersche KD
Trends Cogn Sci 2012 Jan16(1)81-91 Epub 2011 Dec 10 Neurocognitive endophenotypes of impulsivity and compulsivity towards dimensional psychiatry Robbins TW Gillan CM Smith DG de Wit S Ersche KD