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.
引用
收藏
页数:12
相关论文
共 45 条
[21]   Systematic interpretation of genetic interactions using protein networks [J].
Kelley, R ;
Ideker, T .
NATURE BIOTECHNOLOGY, 2005, 23 (05) :561-566
[22]   The Bud14p-Glc7p complex functions as a cortical regulator of dynein in budding yeast [J].
Knaus, M ;
Cameroni, E ;
Pedruzzi, I ;
Tatchell, K ;
De Virgilio, C ;
Peter, M .
EMBO JOURNAL, 2005, 24 (17) :3000-3011
[23]   The role of the lissencephaly protein Pac1 during nuclear migration in budding yeast [J].
Lee, WL ;
Oberle, JR ;
Cooper, JA .
JOURNAL OF CELL BIOLOGY, 2003, 160 (03) :355-364
[24]   NudEL targets dynein to microtubule ends through LIS1 [J].
Li, J ;
Lee, WL ;
Cooper, JA .
NATURE CELL BIOLOGY, 2005, 7 (07) :686-U68
[25]   Pho23 is associated with the Rpd3 histone deacetylase and is required for its normal function in regulation of gene expression and silencing in Saccharomyces cerevisiae [J].
Loewith, R ;
Smith, JS ;
Meijer, M ;
Williams, TJ ;
Bachman, N ;
Boeke, JD ;
Young, D .
JOURNAL OF BIOLOGICAL CHEMISTRY, 2001, 276 (26) :24068-24074
[26]  
Longtine MS, 1998, YEAST, V14, P953, DOI 10.1002/(SICI)1097-0061(199807)14:10<953::AID-YEA293>3.3.CO
[27]  
2-L
[28]   Investigating semantic similarity measures across the Gene Ontology: the relationship between sequence and annotation [J].
Lord, PW ;
Stevens, RD ;
Brass, A ;
Goble, CA .
BIOINFORMATICS, 2003, 19 (10) :1275-1283
[29]   MIPS:: analysis and annotation of proteins from whole genomes [J].
Mewes, HW ;
Amid, C ;
Arnold, R ;
Frishman, D ;
Güldener, U ;
Mannhaupt, G ;
Münsterkötter, M ;
Pagel, P ;
Strack, N ;
Stümpflen, V ;
Warfsmann, J ;
Ruepp, A .
NUCLEIC ACIDS RESEARCH, 2004, 32 :D41-D44
[30]   The kinesin-related proteins, Kip2p and Kip3p, function differently in nuclear migration in yeast [J].
Miller, RK ;
Heller, KK ;
Frisèn, L ;
Wallack, DL ;
Loayza, D ;
Gammie, AE ;
Rose, MD .
MOLECULAR BIOLOGY OF THE CELL, 1998, 9 (08) :2051-2068