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Patrocles: a database of polymorphic miRNA-mediated gene regulation

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Patrocles: a database of polymorphic

miRNA-mediated gene regulation

S. Hiard, D. Baurain, W. Coppieters, X. Tordoir, C. Charlier,

and M. Georges; University of Liège

Satellite Eadgene Course "A primer in miRNA biology"

Liège, 3 march 2008

(2)

MSTN

5’ M ST N 3’ UTR

MSTN

5’ M ST N 3’ UTR

Texel MSTN

5’ UACUGUCAUUGUAUUCAAAUCUCAACAUUCCAUUAUUUUAAUA 3’ II: I III IIIIIIII

3’ AUGUAUGAAGAAAUGUAAGGU miR -1

5’ UACUGUCAUUGUAUUCAAAUCUCAACAUUCCAUUAUUUUAAUA 3’ :I: II II: IIIIIIII

3’ GGUGUGUGAAGGAAUGUAAGGU miR -206

Wild-Type MSTN

5’ UACUGUCAUUGUAUUCAAAUCUCAACGUUCCAUUAUUUUAAUA 3’ II: I III II:IIIII

3’ AUGUAUGAAGAAAUGUAAGGU miR -1

5’ UACUGUCAUUGUAUUCAAAUCUCAACGUUCCAUUAUUUUAAUA 3’ :I: II II: II:IIIII

3’ GGUGUGUGAAGGAAUGUAAGGU miR -206

MSTN

5’ M ST N 3’ UTR

MSTN

5’ M ST N 3’ UTR

Texel MSTN

5’ UACUGUCAUUGUAUUCAAAUCUCAACAUUCCAUUAUUUUAAUA 3’ II: I III IIIIIIII

3’ AUGUAUGAAGAAAUGUAAGGU miR -1

5’ UACUGUCAUUGUAUUCAAAUCUCAACAUUCCAUUAUUUUAAUA 3’ :I: II II: IIIIIIII

3’ GGUGUGUGAAGGAAUGUAAGGU miR -206

Wild-Type MSTN

5’ UACUGUCAUUGUAUUCAAAUCUCAACGUUCCAUUAUUUUAAUA 3’ II: I III II:IIIII

3’ AUGUAUGAAGAAAUGUAAGGU miR -1

5’ UACUGUCAUUGUAUUCAAAUCUCAACGUUCCAUUAUUUUAAUA 3’ :I: II II: II:IIIII

3’ GGUGUGUGAAGGAAUGUAAGGU miR -206

Clop, A., Marcq, F., Takeda, H., Pirottin, D., Tordoir, X., Bibé, B., Bouix, J., Caiment, F., Elsen, J.M., Eychenne, F., Larzul, C., Laville, E., Meish, F. , Milenkovic, D. , Tobin, J., Charlier, C., Georges, M. (2006) A mutation creating a potential illegitimate miRNA target site in the myostatin gene affects muscularity in sheep

Nature Genetics, 38: 813-818

Background

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Translational inhibition of the Texel MSTN allele

Are Texel-like mutations common?

Patrocles database

KO allele

Big effect

Hypomorphic allele

Small effect

Motivation

(4)

AAAAAAAAA…. 3’-UTR mature miR miRNP Pri -miR nucleus Pre -miR Host gene ? Exportin5 cytoplasm Drosha complex Dicer Helicase mRNA miR/miR* miRNP

1 – Targets

(1)

2 – miRNAs

(100s)

3 – Silencing

machinery

(overall)

Subtle variation in expression (hypo/hyper)

Possibly no phenotypic expression

Risk factor in complex diseases?

DNA

Sequence

Polymorphisms: DSPs

Georges M., Coppieters W., Charlier C. (2007) Polymorphic miRNA-mediated gene regulation: contribution to phenotypic variation and disease

Current Opinion in Genetics & Development 17:166-176

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Patrocles

Ensembl

miRBase

dbSNP

miRNAs

8nt motifs

SNPs

3’-UTRs gene coord.

SymAtlas

gene expr.

GEO

DGV

HapMap

CNVs

gene expr.

genotypes

Literature

8nt motifs

miRNA expr.

eQTLs

machinery

Integrating data from multiple sources

(6)

http://www.patrocles.org/

1.

2.

3.

4.

Currently,

human

mouse

bovine

dog

chicken

(7)

Part 1 – Polymorphic targets

input form

output report

A 5’ 9 87 6 5 4 3 2 miR seed target site 1 2 3 4 5 6 7 8 Targeted mRNA 1 5’

8nt motifs

Xie et al. (2005): 540 8nt motif (mammals)

conserved, putative miR target sites

Lewis et al. (2005): 569 8nt motifs (human)

mature miRNA in miRBase 2-8 + A

various filters

SNP

target gene

(8)
(9)

miRBase

dbSNP

HapMap plot

Co-expression

(10)
(11)

Ensembl

(12)

Landgraf P, Rusu M, Sheridan R, Sewer A, Iovino N, Aravin A, Pfeffer S, Rice A, Kamphorst AO, Landthaler M, Lin C, Socci ND, Hermida L, Fulci V, Chiaretti S, Foà R, Schliwka J, Fuchs U, Novosel A, Müller RU, Schermer B, Bissels U, Inman J, Phan Q, Chien M, Weir DB, Choksi R, De Vita G, Frezzetti D, Trompeter HI, Hornung V, Teng G, Hartmann G, Palkovits M, Di Lauro R, Wernet P, Macino G, Rogler CE, Nagle JW, Ju J, Papavasiliou FN, Benzing T, Lichter P, Tam W, Brownstein MJ, Bosio A, Borkhardt A, Russo JJ, Sander C, Zavolan M, Tuschl T (2007) A mammalian microRNA expression atlas based on small RNA library sequencing. Cell 129: 1401-1414

Co-expression: cloning data

miRNA target

score?

tissue mapping?

 target gene

 SymAtlas

 miRNA

 cloning

 host gene

 computational

(13)

SymAtlas

Pri-miR

Host gene ?

(14)

Selective avoidance as in Farh KK, Grimson A, Jan C, Lewis BP, Johnston WK, Lim LP, Burge CB, Bartel DP (2005) The widespread impact of mammalian MicroRNAs on mRNA repression and evolution.

Science 310: 1817-1821

(15)
(16)

Part 2 – Polymorphic miRNAs

input form

output report

various filters

SNP

host gene

miRNA

DSPs altering miRNA

sequence

(de-)stabilizing interaction

DSPs altering miRNA

concentration

SNPs altering processing efficiency

CNVs encompassing miRNA genes

(17)
(18)

dbSNP

miRBase

(19)
(20)

DGV

Ensembl

PubMed

(21)

Part 3 – Polymorphic machinery

input form

output report

various filters

SNP

machinery gene

3 main compartments (48)

miRNA biogenesis (4)

RISC/mRNP (14)

P-bodies (30)

(22)
(23)

Ensembl

dbSNP

(24)
(25)

DGV

PubMed

(26)

useful for species

not yet fully annotated...

or even not yet fully sequenced!

Part 4 – Custom 3’-UTR sequences

(27)

useful for species

not yet fully annotated...

or even not yet fully sequenced!

Part 4 – Custom 3’-UTR sequences

(28)

Conclusions

Tool to help prioritizing wet-lab experiments

Reports of polymorphic target sites / miRNAs

SLITRK1 (Abelson et al., Science, 2005)

AGTR1 (Sethupathy et al., AJHG, 2007)

AGTR1 (Martin et al., JBC, 2007)

DHFR (Mishra et al., PNAS, 2007)

HLA-G (Tan et al., AJHG, 2007)

REEP1, FGF20 (ASHG meeting 2007) ...

miR125a (Duan et al., HMG, 2007) ...

We hope it will be useful...

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