Gene function prediction from congruent synthetic lethal interactions in yeast

被引:103
作者
Ye, Ping
Peyser, Brian D.
Pan, Xuewen
Boeke, Jef D.
Spencer, Forrest A. [1 ]
Bader, Joel S.
机构
[1] Johns Hopkins Univ, Sch Med, McKusick Nathans Inst Genet Med, Baltimore, MD 21205 USA
[2] Johns Hopkins Univ, Sch Med, Dept Mol Biol & Genet, Baltimore, MD 21205 USA
[3] Johns Hopkins Univ, Sch Med, High Throughput Biol Ctr, Baltimore, MD 21205 USA
[4] Johns Hopkins Univ, Dept Biomed Engn, Baltimore, MD 21205 USA
关键词
congruence score; function prediction; quantitative phenotype; synthetic lethality; yeast;
D O I
10.1038/msb4100034
中图分类号
Q5 [生物化学]; Q7 [分子生物学];
学科分类号
071010 ; 081704 ;
摘要
We predicted gene function using synthetic lethal genetic interactions between null alleles in Saccharomyces cerevisiae. Phenotypic and protein interaction data indicate that synthetic lethal gene pairs function in parallel or compensating pathways. Congruent gene pairs, defined as sharing synthetic lethal partners, are in single pathway branches. We predicted benomyl sensitivity and nuclear migration defects using congruence; these phenotypes were uncorrelated with direct synthetic lethality. We also predicted YLL049W as a new member of the dynein-dynactin pathway and provided new supporting experimental evidence. We performed synthetic lethal screens of the parallel mitotic exit network ( MEN) and Cdc14 early anaphase release pathways required for late cell cycle. Synthetic lethal interactions bridged genes in these pathways, and high congruence linked genes within each pathway. Synthetic lethal interactions between MEN and all components of the Sin3/Rpd3 histone deacetylase revealed a novel function for Sin3/Rpd3 in promoting mitotic exit in parallel to MEN. These in silico methods can predict phenotypes and gene functions and are applicable to genomic synthetic lethality screens in yeast and analogous RNA interference screens in metazoans.
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页数:12
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