Broad network-based predictability of Saccharomyces cerevisiae gene loss-of-function phenotypes.

Abstract:

:We demonstrate that loss-of-function yeast phenotypes are predictable by guilt-by-association in functional gene networks. Testing 1,102 loss-of-function phenotypes from genome-wide assays of yeast reveals predictability of diverse phenotypes, spanning cellular morphology, growth, metabolism, and quantitative cell shape features. We apply the method to extend a genome-wide screen by predicting, then verifying, genes whose disruption elongates yeast cells, and to predict human disease genes. To facilitate network-guided screens, a web server is available http://www.yeastnet.org.

journal_name

Genome Biol

journal_title

Genome biology

authors

McGary KL,Lee I,Marcotte EM

doi

10.1186/gb-2007-8-12-r258

subject

Has Abstract

pub_date

2007-01-01 00:00:00

pages

R258

issue

12

eissn

1474-7596

issn

1474-760X

pii

gb-2007-8-12-r258

journal_volume

8

pub_type

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