TY - JOUR
T1 - Massively Parallel Interrogation of the Effects of Gene Expression Levels on Fitness
AU - Keren, Leeat
AU - Hausser, Jean
AU - Lotan-Pompan, Maya
AU - Vainberg Slutskin, Ilya
AU - Alisar, Hadas
AU - Kaminski, Sivan
AU - Weinberger, Adina
AU - Alon, Uri
AU - Milo, Ron
AU - Segal, Eran
N1 - Publisher Copyright:
© 2016 Elsevier Inc.
PY - 2016/8/25
Y1 - 2016/8/25
N2 - Data of gene expression levels across individuals, cell types, and disease states is expanding, yet our understanding of how expression levels impact phenotype is limited. Here, we present a massively parallel system for assaying the effect of gene expression levels on fitness in Saccharomyces cerevisiae by systematically altering the expression level of ∼100 genes at ∼100 distinct levels spanning a 500-fold range at high resolution. We show that the relationship between expression levels and growth is gene and environment specific and provides information on the function, stoichiometry, and interactions of genes. Wild-type expression levels in some conditions are not optimal for growth, and genes whose fitness is greatly affected by small changes in expression level tend to exhibit lower cell-to-cell variability in expression. Our study addresses a fundamental gap in understanding the functional significance of gene expression regulation and offers a framework for evaluating the phenotypic effects of expression variation.
AB - Data of gene expression levels across individuals, cell types, and disease states is expanding, yet our understanding of how expression levels impact phenotype is limited. Here, we present a massively parallel system for assaying the effect of gene expression levels on fitness in Saccharomyces cerevisiae by systematically altering the expression level of ∼100 genes at ∼100 distinct levels spanning a 500-fold range at high resolution. We show that the relationship between expression levels and growth is gene and environment specific and provides information on the function, stoichiometry, and interactions of genes. Wild-type expression levels in some conditions are not optimal for growth, and genes whose fitness is greatly affected by small changes in expression level tend to exhibit lower cell-to-cell variability in expression. Our study addresses a fundamental gap in understanding the functional significance of gene expression regulation and offers a framework for evaluating the phenotypic effects of expression variation.
UR - http://www.scopus.com/inward/record.url?scp=84983762697&partnerID=8YFLogxK
U2 - 10.1016/j.cell.2016.07.024
DO - 10.1016/j.cell.2016.07.024
M3 - Article
C2 - 27545349
AN - SCOPUS:84983762697
SN - 0092-8674
VL - 166
SP - 1282-1294.e18
JO - Cell
JF - Cell
IS - 5
ER -