Abstract
Sometimes mutations in two genes produce a phenotype that is surprising in light of each mutation's individual effects. This phenomenon, which defines genetic interaction, can reveal functional relationships between genes and pathways. For example, double mutants with surprisingly slow growth define synergistic interactions that can identify compensatory pathways or protein complexes. Recent studies have used four mathematically distinct definitions of genetic interaction (here termed Product, Additive, Log, and Min). Whether this choice holds practical consequences has not been clear, because the definitions yield identical results under some conditions. Here, we show that the choice among alternative definitions can have profound consequences. Although 52% of known synergistic genetic interactions in Saccharomyces cerevisiae were inferred according to the Min definition, we find that both Product and Log definitions (shown here to be practically equivalent) are better than Min for identifying functional relationships. Additionally, we show that the Additive and Log definitions, each commonly used in population genetics, lead to differing conclusions related to the selective advantages of sexual reproduction.
MeSH Terms
Metabolic Networks and Pathways/genetics
Models, Genetic
Models, Theoretical
Mutation
Phenotype
Reproduction/genetics
Saccharomyces cerevisiae/genetics
Authors & Affiliations
5 authors, click to expand affiliations / ORCID
Mani Ramamurthy
Department of Biological Chemistry and Molecular Pharmacology, Harvard Medical School, 250 Longwood Avenue, Boston, MA 02115, USA.
St Onge Robert P
Hartman John L
Giaever Guri
Roth Frederick P
References (28)
28 references, click to expand
-
Exploration of the function and organization of the yeast early secretory pathway through an epistatic miniarray profile.
Cell. 2005 Nov 4;123(3):507-19
PMID: 16269340
-
Small fitness effects and weak genetic interactions between deleterious mutations in heterozygous loci of the yeast Saccharomyces cerevisiae.
Genet Res. 2003 Aug;82(1):19-31
PMID: 14621268
-
A DNA integrity network in the yeast Saccharomyces cerevisiae.
Cell. 2006 Mar 10;124(5):1069-81
PMID: 16487579
-
On the meaning of non-epistatic selection.
Theor Popul Biol. 2004 Dec;66(4):317-21
PMID: 15560910
-
Epistatic buffering of fitness loss in yeast double deletion strains.
Nat Genet. 2007 Apr;39(4):550-4
PMID: 17322879
-
Principles for the buffering of genetic variation.
Science. 2001 Feb 9;291(5506):1001-4
PMID: 11232561
-
Modular epistasis in yeast metabolism.
Nat Genet. 2005 Jan;37(1):77-83
PMID: 15592468
-
Systematic pathway analysis using high-resolution fitness profiling of combinatorial gene deletions.
Nat Genet. 2007 Feb;39(2):199-206
PMID: 17206143
-
How missing genes interact.
Nat Genet. 2007 Apr;39(4):440-2
PMID: 17392802
-
Global mapping of the yeast genetic interaction network.
Science. 2004 Feb 6;303(5659):808-13
PMID: 14764870
-
Functional overlap between Sgs1-Top3 and the Mms4-Mus81 endonuclease.
Genes Dev. 2001 Oct 15;15(20):2730-40
PMID: 11641278
-
Modeling complex genetic interactions in a simple eukaryotic genome: actin displays a rich spectrum of complex haploinsufficiencies.
Genes Dev. 2007 Jan 15;21(2):148-59
PMID: 17167106
-
Functional dissection of protein complexes involved in yeast chromosome biology using a genetic interaction map.
Nature. 2007 Apr 12;446(7137):806-10
PMID: 17314980
-
Resolving the paradox of sex and recombination.
Nat Rev Genet. 2002 Apr;3(4):252-61
PMID: 11967550
-
BioGRID: a general repository for interaction datasets.
Nucleic Acids Res. 2006 Jan 1;34(Database issue):D535-9
PMID: 16381927
-
Phenotypic activation to discover biological pathways and kinase substrates.
Cell Cycle. 2006 Jul;5(13):1397-402
PMID: 16855397
-
Analysis of epistatic interactions and fitness landscapes using a new geometric approach.
BMC Evol Biol. 2007 Apr 13;7:60
PMID: 17433106
-
Gene ontology: tool for the unification of biology. The Gene Ontology Consortium.
Nat Genet. 2000 May;25(1):25-9
PMID: 10802651
-
Systematic genetic analysis with ordered arrays of yeast deletion mutants.
Science. 2001 Dec 14;294(5550):2364-8
PMID: 11743205
-
Alternate pathways involving Sgs1/Top3, Mus81/ Mms4, and Srs2 prevent formation of toxic recombination intermediates from single-stranded gaps created by DNA replication.
Proc Natl Acad Sci U S A. 2002 Dec 24;99(26):16887-92
PMID: 12475932
-
A robust toolkit for functional profiling of the yeast genome.
Mol Cell. 2004 Nov 5;16(3):487-96
PMID: 15525520
-
The synthetic genetic interaction spectrum of essential genes.
Nat Genet. 2005 Oct;37(10):1147-52
PMID: 16155567
-
The ctf13-30/CTF13 genomic haploinsufficiency modifier screen identifies the yeast chromatin remodeling complex RSC, which is required for the establishment of sister chromatid cohesion.
Mol Cell Biol. 2004 Feb;24(3):1232-44
PMID: 14729968
-
Systematic quantification of gene interactions by phenotypic array analysis.
Genome Biol. 2004;5(7):R49
PMID: 15239834
-
Test of synergistic interactions among deleterious mutations in bacteria.
Nature. 1997 Nov 27;390(6658):395-8
PMID: 9389477
-
Epistasis correlates to genomic complexity.
Proc Natl Acad Sci U S A. 2006 Sep 26;103(39):14402-5
PMID: 16983079
-
Derivation of genetic interaction networks from quantitative phenotype data.
Genome Biol. 2005;6(4):R38
PMID: 15833125
-
Exploring genetic interactions and networks with yeast.
Nat Rev Genet. 2007 Jun;8(6):437-49
PMID: 17510664