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Conservation of Divergent Transcript in Fungi Philip R. Kensche, Martin Oti, Bas E. Dutilh, Martijn A. Huynen Center for Molecular and Biomolecular Informatics / Nijmegen Center for Molecular Life Sciences, Radboud University Medical Center. PO Box 9101, 6500 HB, Nijmegen, The Netherlands. PMID 18375009, email: [email protected] C B m i Introduction We quantified the conservation of divergent (←→), co-oriented (→→) and convergent (→←) genes in the genomes of 19 asco- and basidio- myceteous fungi. Divergent gene orientation is most conserved, which suggests an abundance of bidirectional promoters. Acknowledgements This work was funded by the Netherlands Bioinformatics Centre (NBIC), which is supported by the Netherlands Ge- nomics Initiative (NGI) and by the European Union’s Sixth Framework Programme EPISTEM (CT-2005-019067). Divergent gene pairs are more conserved in orientation ... Hemiasco- mycota Euasco- mycota Basidio- mycota divergence time (My) log 10 (fraction of conserved gene pairs) −3 −2 −1 0 0 100 200 300 400 500 divergent co-oriented convergent ... although they have longer in- tergenic spacers. distance between transcript kernele density −400 0 400 800 1200 1600 2000 2400 divergent co-oriented convergent If separation of genes was only dependent on intergenic distance (neutral model), than the more conserved divergent gene pairs should have shorter intergenic spacers. Quantify the conservation of individual gene pairs Gene pairs were scored by how long their orien- tation was maintained during fungal evolution. We assumed that a gene pair gained its orienta- tion exactly once during this time (Dollo parsi- mony). conservation score (My) convergent co-oriented divergent 10 1.5 10 2.0 10 2.5 10 3.0 10 3.5 Conservation of orientation correlates with co-expression ... conservation score (My) co−expression (Spearman) −0.5 0.0 0.5 1.0 0 2000 divergent 0 2000 co-oriented 0 2000 convergent ... independent of spacer length. divergent cooriented convergent not adjacent co-expression (Spearman) kernel density −0.5 0.0 0.5 1.0 coexpression ~ conservation spacer ~ conservation spacer ~ coexpression −0.2 −0.1 0.0 0.1 divergent −0.1 0.0 0.1 co-oriented −0.1 0.0 0.1 convergent Kendall’s τ partial Kendall’s τ Conserved divergent gene pairs are functionally related! area under ROC curve (AUC) phylogenetic profiling convergent co-oriented divergent 0.45 0.50 0.55 0.60 Interactions from KEGG, MIPS, and Yeast GRID. Higher conservation of functionally related gene pairs only for divergent gene pairs (one-sided U-test, p=1.65×10 -2 ).

Conservation of Divergent Transcript in Fungi C B m itbb.bio.uu.nl/dutilh/publications/poster2_warsaw_2008.pdfC B m i Introduction We quantified the conservation of divergent (←→),

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Page 1: Conservation of Divergent Transcript in Fungi C B m itbb.bio.uu.nl/dutilh/publications/poster2_warsaw_2008.pdfC B m i Introduction We quantified the conservation of divergent (←→),

Conservation of Divergent Transcript in FungiPhilip R. Kensche, Martin Oti, Bas E. Dutilh, Martijn A. Huynen

Center for Molecular and Biomolecular Informatics / Nijmegen Center for Molecular Life Sciences,Radboud University Medical Center. PO Box 9101, 6500 HB, Nijmegen, The Netherlands.

PMID 18375009, email: [email protected]

C Bm i

IntroductionWe quantified the conservation of divergent (←→), co-oriented (→→) and convergent (→←) genes in the genomes of 19 asco- and basidio-myceteous fungi. Divergent gene orientation is most conserved, which suggests an abundance of bidirectional promoters.

Acknowledgements This work was funded by the Netherlands Bioinformatics Centre (NBIC), which is supported by the Netherlands Ge-nomics Initiative (NGI) and by the European Union’s Sixth Framework Programme EPISTEM (CT-2005-019067).

Divergent gene pairs are more conserved in orientation ...

Hemiasco-mycota

Euasco-mycota

Basidio-mycota

divergence time (My)

log 1

0(fra

ctio

n of

con

serv

ed g

ene

pairs

)

−3

−2

−1

0

0 100 200 300 400 500

divergentco-orientedconvergent

... although they have longer in-tergenic spacers.

distance between transcript

kern

ele

dens

ity

−400 0400

8001200

16002000

2400

divergentco-orientedconvergent

If separation of genes was only dependent on intergenic distance (neutral model), than the more conserved divergent gene pairs should have shorter intergenic spacers.

Quantify the conservation of individual gene pairsGene pairs were scored by how long their orien-tation was maintained during fungal evolution.We assumed that a gene pair gained its orienta-tion exactly once during this time (Dollo parsi-mony).

conservation score (My)

convergent

co-oriented

divergent

101.5 102.0 102.5 103.0 103.5

Conservation of orientation correlates with co-expression ...

conservation score (My)

co−e

xpre

ssio

n (S

pear

man

)

−0.5

0.0

0.5

1.0

0 2000

divergent

0 2000

co-oriented

0 2000

convergent

... independent of spacer length.

divergentcooriented

convergentnot adjacent

co-expression (Spearman)

kern

el d

ensi

ty

−0.5 0.0 0.5 1.0

coexpression ~ conservationspacer ~ conservationspacer ~ coexpression

−0.2 −0.1 0.0 0.1

divergent

−0.1 0.0 0.1

co-oriented

−0.1 0.0 0.1

convergent

Kendall’s τpartial Kendall’s τ

Conserved divergent gene pairs are functionally related!

area under ROC curve (AUC)

phylogenetic profilingconvergentco-oriented

divergent

0.45 0.50 0.55 0.60

Interactions from KEGG, MIPS, and Yeast GRID.Higher conservation of functionally related gene pairs only for divergent gene pairs (one-sided U-test, p=1.65×10-2).