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Using TrueAllele ® Casework to Separate DNA Mixtures of Relatives California Association of California Association of Criminalists Criminalists October, 2014 October, 2014 San Francisco, CA San Francisco, CA Jennifer Hornyak, MS, William Allan, MS, Jennifer Hornyak, MS, William Allan, MS, and Mark W Perlin, PhD, MD, PhD and Mark W Perlin, PhD, MD, PhD Cybergenetics, Pittsburgh, PA Cybergenetics, Pittsburgh, PA Cybergenetics © 2003-2014 Cybergenetics © 2003-2014
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Using TrueAllele ® Casework to Separate DNA Mixtures of Relatives California Association of Criminalists October, 2014 San Francisco, CA Jennifer Hornyak,

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Page 1: Using TrueAllele ® Casework to Separate DNA Mixtures of Relatives California Association of Criminalists October, 2014 San Francisco, CA Jennifer Hornyak,

Using TrueAllele® Casework to Separate DNA Mixtures of Relatives

California Association of CriminalistsCalifornia Association of CriminalistsOctober, 2014October, 2014

San Francisco, CASan Francisco, CA

Jennifer Hornyak, MS, William Allan, MS,Jennifer Hornyak, MS, William Allan, MS,and Mark W Perlin, PhD, MD, PhDand Mark W Perlin, PhD, MD, PhD

Cybergenetics, Pittsburgh, PACybergenetics, Pittsburgh, PA

Cybergenetics © 2003-2014Cybergenetics © 2003-2014

Page 2: Using TrueAllele ® Casework to Separate DNA Mixtures of Relatives California Association of Criminalists October, 2014 San Francisco, CA Jennifer Hornyak,

Relatives share alleles

a b c d

First person’s allele pair

Second Second person's person's allele pairallele pair

Third person’s allele pair

Page 3: Using TrueAllele ® Casework to Separate DNA Mixtures of Relatives California Association of Criminalists October, 2014 San Francisco, CA Jennifer Hornyak,

Cybergenetics experience

Page 4: Using TrueAllele ® Casework to Separate DNA Mixtures of Relatives California Association of Criminalists October, 2014 San Francisco, CA Jennifer Hornyak,

Pennsylvania v James Yeckel, Jr.

Page 5: Using TrueAllele ® Casework to Separate DNA Mixtures of Relatives California Association of Criminalists October, 2014 San Francisco, CA Jennifer Hornyak,

STR dataQuantitative peak heights at locus D7S820

Page 6: Using TrueAllele ® Casework to Separate DNA Mixtures of Relatives California Association of Criminalists October, 2014 San Francisco, CA Jennifer Hornyak,

TrueAllele® Casework

ViewStationUser Client

DatabaseServer

Interpret/MatchExpansion

Visual User InterfaceVUIer™ Software

Parallel Processing Computers

Page 7: Using TrueAllele ® Casework to Separate DNA Mixtures of Relatives California Association of Criminalists October, 2014 San Francisco, CA Jennifer Hornyak,

Hierarchical model

degradation

mixture weight

relative amplification

PCR stutter

data pattern background noise

DNA quantity

process transformationpattern variation

Page 8: Using TrueAllele ® Casework to Separate DNA Mixtures of Relatives California Association of Criminalists October, 2014 San Francisco, CA Jennifer Hornyak,

Mixture separation

Mother

Page 9: Using TrueAllele ® Casework to Separate DNA Mixtures of Relatives California Association of Criminalists October, 2014 San Francisco, CA Jennifer Hornyak,

Genotype separationConsider every possible genotype solution

Explain thepeak pattern

Better explanationhas a higher likelihood

Page 10: Using TrueAllele ® Casework to Separate DNA Mixtures of Relatives California Association of Criminalists October, 2014 San Francisco, CA Jennifer Hornyak,

Genotype separationMarkov chain Monte Carlo probability search

First person

Second Second personperson

Third person

Worseexplanationhas a lowerlikelihood

Explain thepeak pattern

Page 11: Using TrueAllele ® Casework to Separate DNA Mixtures of Relatives California Association of Criminalists October, 2014 San Francisco, CA Jennifer Hornyak,

Genotype separationSeparate the mixture data into contributor genotypes

MajorMinor

Page 12: Using TrueAllele ® Casework to Separate DNA Mixtures of Relatives California Association of Criminalists October, 2014 San Francisco, CA Jennifer Hornyak,

Minor genotypeObjective genotype determined solely from the DNA data.

Never sees a comparison reference.

9% 6%3% 2%12%

61%

2%

Page 13: Using TrueAllele ® Casework to Separate DNA Mixtures of Relatives California Association of Criminalists October, 2014 San Francisco, CA Jennifer Hornyak,

Match statistic at locus

Prob(evidence match)

Prob(coincidental match)

15x

61%

4%

How much more does the suspect match the evidencethan a random person?

Page 14: Using TrueAllele ® Casework to Separate DNA Mixtures of Relatives California Association of Criminalists October, 2014 San Francisco, CA Jennifer Hornyak,

Reported match statistic

A match between the shotgun shelland James Yeckel, Jr. is

6.13 trillion times more probable than a coincidental match to an unrelated Caucasian person

Multiply together the LR’s at every locus

Page 15: Using TrueAllele ® Casework to Separate DNA Mixtures of Relatives California Association of Criminalists October, 2014 San Francisco, CA Jennifer Hornyak,

Published validation papersPerlin MW, Sinelnikov A. An information gap in DNA evidence interpretation. PLoS ONE. 2009;4(12):e8327.

Ballantyne J, Hanson EK, Perlin MW. DNA mixture genotyping by probabilistic computer interpretation of binomially-sampled laser captured cell populations: Combining quantitative data for greater identification information. Science & Justice. 2013;53(2):103-14.

Perlin MW, Hornyak J, Sugimoto G, Miller K. TrueAllele® genotype identification on DNA mixtures containing up to five unknown contributors. Journal of Forensic Sciences. 2015;in press.

Greenspoon SA, Schiermeier-Wood L, Jenkins BC. Establishing the limits of TrueAllele® Casework: a validation study. Journal of Forensic Sciences. 2015;in press.

Perlin MW, Legler MM, Spencer CE, Smith JL, Allan WP, Belrose JL, Duceman BW. Validating TrueAllele® DNA mixture interpretation. Journal of Forensic Sciences. 2011;56(6):1430-47.

Perlin MW, Belrose JL, Duceman BW. New York State TrueAllele® Casework validation study. Journal of Forensic Sciences. 2013;58(6):1458-66.

Perlin MW, Dormer K, Hornyak J, Schiermeier-Wood L, Greenspoon S. TrueAllele® Casework on Virginia DNA mixture evidence: computer and manual interpretation in 72 reported criminal cases. PLOS ONE. 2014;(9)3:e92837.

Page 16: Using TrueAllele ® Casework to Separate DNA Mixtures of Relatives California Association of Criminalists October, 2014 San Francisco, CA Jennifer Hornyak,

TrueAllele in the United StatesLaboratory systems or case reports in 23 states

initialfinal

Page 17: Using TrueAllele ® Casework to Separate DNA Mixtures of Relatives California Association of Criminalists October, 2014 San Francisco, CA Jennifer Hornyak,

TrueAllele in California

Page 18: Using TrueAllele ® Casework to Separate DNA Mixtures of Relatives California Association of Criminalists October, 2014 San Francisco, CA Jennifer Hornyak,

Court acceptance• California• Louisiana• Maryland• New York• Ohio• Pennsylvania• Virginia

• United Kingdom• Australia

Appellate precedent in Pennsylvania

Page 19: Using TrueAllele ® Casework to Separate DNA Mixtures of Relatives California Association of Criminalists October, 2014 San Francisco, CA Jennifer Hornyak,

Father-daughter rape

A match between the father’s t-shirt and his daughter is 10 quadrillion times more probable than coincidence

A match between the daughter’s bra and her father is 5 million times more probable than coincidence

Page 20: Using TrueAllele ® Casework to Separate DNA Mixtures of Relatives California Association of Criminalists October, 2014 San Francisco, CA Jennifer Hornyak,

DNA without boundariesPresentation

M.W. Perlin, "TrueAllele® interpretation of DNA mixture evidence", Keynote talk, 9th International Conference on Forensic Inference and Statistics, Leiden University, The Netherlands, 20-Aug-2014.

M.W. Perlin, "TrueAllele® Casework", Almost Everything You Wanted to Know About Probabilistic Software (But Were Afraid to Ask), Promega's Twenty Fifth International Symposium on Human Identification, Phoenix, AZ, 29-Sep-2014.

Webinar

M.W. Perlin, ”How TrueAllele® Works, Part 1", Cybergenetics Webinar Series, Pittsburgh, PA, 16-Oct-2014.

Page 21: Using TrueAllele ® Casework to Separate DNA Mixtures of Relatives California Association of Criminalists October, 2014 San Francisco, CA Jennifer Hornyak,

More informationhttp://www.cybgen.com/information

• Courses• Newsletters• Newsroom• Patents• Presentations• Publications• Webinars

http://www.youtube.com/user/TrueAlleleTrueAllele YouTube channel

[email protected]