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Phylogenetic signatures of RNA- RNA contacts in bacteria 1 Daniel Gautheret Institut de Génétique et Microbiologie CNRS-Université Paris-Sud
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Phylogenetic signatures of RNA-RNA contacts in bacteria 1 Daniel Gautheret Institut de Génétique et Microbiologie CNRS-Université Paris-Sud.

Jan 05, 2016

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Page 1: Phylogenetic signatures of RNA-RNA contacts in bacteria 1 Daniel Gautheret Institut de Génétique et Microbiologie CNRS-Université Paris-Sud.

Phylogenetic signatures of RNA-RNA contacts in bacteria

1

Daniel Gautheret

Institut de Génétique et MicrobiologieCNRS-Université Paris-Sud

Page 2: Phylogenetic signatures of RNA-RNA contacts in bacteria 1 Daniel Gautheret Institut de Génétique et Microbiologie CNRS-Université Paris-Sud.

RNA-based gene regulation

• In eukaryotes: RNAi, microRNA (1990’s)

2

Page 3: Phylogenetic signatures of RNA-RNA contacts in bacteria 1 Daniel Gautheret Institut de Génétique et Microbiologie CNRS-Université Paris-Sud.

RNAi and miRNA function

3

Dicer

ds RNA

Regulatory RNA

Ago

Target mRNA

Degradation orTranslation stop

Page 4: Phylogenetic signatures of RNA-RNA contacts in bacteria 1 Daniel Gautheret Institut de Génétique et Microbiologie CNRS-Université Paris-Sud.

Bacterial sRNA (1980’s)

4

Page 5: Phylogenetic signatures of RNA-RNA contacts in bacteria 1 Daniel Gautheret Institut de Génétique et Microbiologie CNRS-Université Paris-Sud.

RNA: the ideal information-based regulator

5

G

GG

GA

AA

C

CU

C

C UU

Regulatory sequences dictate targets

Universal

Page 6: Phylogenetic signatures of RNA-RNA contacts in bacteria 1 Daniel Gautheret Institut de Génétique et Microbiologie CNRS-Université Paris-Sud.

RNA absent from regulation networks

6

KEGG regulation network for actin biosyntesis, modified by Clement & Zucker

Page 7: Phylogenetic signatures of RNA-RNA contacts in bacteria 1 Daniel Gautheret Institut de Génétique et Microbiologie CNRS-Université Paris-Sud.

Target prediction

7

Mixed results, lots of False Positives

Page 8: Phylogenetic signatures of RNA-RNA contacts in bacteria 1 Daniel Gautheret Institut de Génétique et Microbiologie CNRS-Université Paris-Sud.

Taking accessibility into account

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Hofacker 2007

Page 9: Phylogenetic signatures of RNA-RNA contacts in bacteria 1 Daniel Gautheret Institut de Génétique et Microbiologie CNRS-Université Paris-Sud.

sRNA tend to bind via accessible regions

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dsrA ryhB oxyS

Bind to targets

Page 10: Phylogenetic signatures of RNA-RNA contacts in bacteria 1 Daniel Gautheret Institut de Génétique et Microbiologie CNRS-Université Paris-Sud.

Target prediction with accessibility

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Improved results, but far from perfect

Page 11: Phylogenetic signatures of RNA-RNA contacts in bacteria 1 Daniel Gautheret Institut de Génétique et Microbiologie CNRS-Université Paris-Sud.

Obstacles to correct target prediction

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Chevalier et al. 2010

The Hfq chaperone

Page 12: Phylogenetic signatures of RNA-RNA contacts in bacteria 1 Daniel Gautheret Institut de Génétique et Microbiologie CNRS-Université Paris-Sud.

Using sRNA conservation

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Sequence

Escherichia coli k12 MG1655 ACGAGUGCGGCACG

Escherichia coli O157H7 EDL933 AACGGAGCGGCACC

Shigella flexneri 2a -ACGAAGCTGCACC

Yersinia pestis Antiqua AACGAAG--GCACC

1 x 0,010 x 0,21 x 0,6

dsrA

reference

conservation

Weighted by evolutionary distance

Pairwise Blast vs. all complete genomes

Page 13: Phylogenetic signatures of RNA-RNA contacts in bacteria 1 Daniel Gautheret Institut de Génétique et Microbiologie CNRS-Université Paris-Sud.

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dsrArpoS

hns

Accessibilité

Conservation

Résultante

Page 14: Phylogenetic signatures of RNA-RNA contacts in bacteria 1 Daniel Gautheret Institut de Génétique et Microbiologie CNRS-Université Paris-Sud.

arcZ

sdaC

STM3216tpx

Accessibilité

Conservation

Résultante

Page 15: Phylogenetic signatures of RNA-RNA contacts in bacteria 1 Daniel Gautheret Institut de Génétique et Microbiologie CNRS-Université Paris-Sud.

micC ompC

Accessibilité

Conservation

Résultante

Page 16: Phylogenetic signatures of RNA-RNA contacts in bacteria 1 Daniel Gautheret Institut de Génétique et Microbiologie CNRS-Université Paris-Sud.

ryhBsdhC

Accessibilité

Conservation

Résultante

Page 17: Phylogenetic signatures of RNA-RNA contacts in bacteria 1 Daniel Gautheret Institut de Génétique et Microbiologie CNRS-Université Paris-Sud.

oxySHfq binding sitefhlA fhlA

Accessibilité

Conservation

Résultante

Page 18: Phylogenetic signatures of RNA-RNA contacts in bacteria 1 Daniel Gautheret Institut de Génétique et Microbiologie CNRS-Université Paris-Sud.

Constraints on sRNA vs. mRNA

Target 1

Target 2

Target 3

Target 4

sRNA

Page 19: Phylogenetic signatures of RNA-RNA contacts in bacteria 1 Daniel Gautheret Institut de Génétique et Microbiologie CNRS-Université Paris-Sud.

sRNA vs. Target conservation

19

0

20

40

60

80

100

120

140

160

dsrAoxyS fhlA hns

rpoSompC

micCryhB sdhC

69

11

110

99

142

14 139

24# species with homology

20

40

60

80

100

120

140

Page 20: Phylogenetic signatures of RNA-RNA contacts in bacteria 1 Daniel Gautheret Institut de Génétique et Microbiologie CNRS-Université Paris-Sud.

mRNA conservation

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-1

Average E. coli mRNAs

Average targetted mRNAs

Page 21: Phylogenetic signatures of RNA-RNA contacts in bacteria 1 Daniel Gautheret Institut de Génétique et Microbiologie CNRS-Université Paris-Sud.

Profile clustering: 5’ regions of mRNAs

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3/45 vs 35/2097 Pvalue : 0.049

2/63 vs 35/2097 Pvalue : 0.030

4/50 vs 35/2097 Pvalue : 0.014

Page 22: Phylogenetic signatures of RNA-RNA contacts in bacteria 1 Daniel Gautheret Institut de Génétique et Microbiologie CNRS-Université Paris-Sud.

Next developments

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sRNA mRNA1 mRNA2

Covariation

Page 23: Phylogenetic signatures of RNA-RNA contacts in bacteria 1 Daniel Gautheret Institut de Génétique et Microbiologie CNRS-Université Paris-Sud.

Combine with phylogenetic profiling

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1070 bacterial genomes

Genes and RNA elements

Cluster of co-evolving RNAs and genes

Page 24: Phylogenetic signatures of RNA-RNA contacts in bacteria 1 Daniel Gautheret Institut de Génétique et Microbiologie CNRS-Université Paris-Sud.

Acknowledgements

Alban OttAntonin Marchais

RNA sequence, structure & function lab

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