Deciphering the Genic Basis of Yeast Fitness Variation by Simultaneous Forward and Reverse Genetics

被引:33
作者
Maclean, Calum J. [1 ]
Metzger, Brian P. H. [1 ,3 ]
Yang, Jian-Rong [1 ,4 ]
Ho, Wei-Chin [1 ]
Moyers, Bryan [2 ,5 ]
Zhang, Jianzhi [1 ]
机构
[1] Univ Michigan, Dept Ecol & Evolutionary Biol, Ann Arbor, MI 48109 USA
[2] Univ Michigan, Dept Computat Med & Bioinformat, Ann Arbor, MI 48109 USA
[3] Univ Chicago, Dept Ecol & Evolut, 940 E 57Th St, Chicago, IL 60637 USA
[4] Sun Yat Sen Univ, Zhongshan Sch Med, Guangzhou, Guangdong, Peoples R China
[5] HudsonAlpha Inst Biotechnol, Huntsville, AL USA
基金
美国国家科学基金会;
关键词
Saccharomyces cerevisiae; GWAS; growth rate; genome sequencing; population structure; drug resistance; SACCHAROMYCES-CEREVISIAE GENOME; POPULATION-STRUCTURE; SEQUENCE; RESISTANCE; DIVERSITY; EVOLUTION; DELETION; REVEALS; GENES; BEER;
D O I
10.1093/molbev/msx151
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
The budding yeast Saccharomyces cerevisiae is the best studied eukaryote in molecular and cell biology, but its utility for understanding the genetic basis of phenotypic variation in natural populations is limited by inefficient association mapping due to strong and complex population structure. To overcome this challenge, we generated genome sequences for 85 strains and performed a comprehensive population genomic survey of a total of 190 diverse strains. We identified considerable variation in population structure among chromosomes and identified 181 genes that are absent from the reference genome. Many of these nonreference genes are expressed and we functionally confirmed that two of these genes confer increased resistance to antifungals. Next, we simultaneously measured the growth rates of over 4,500 laboratory strains, each of which lacks a nonessential gene, and 81 natural strains across multiple environments using unique DNA barcode present in each strain. By combining the genome-wide reverse genetic information gained from the gene deletion strains with a genome-wide association analysis from the natural strains, we identified genomic regions associated with fitness variation in natural populations. To experimentally validate a subset of these associations, we used reciprocal hemizygosity tests, finding that while the combined forward and reverse genetic approaches can identify a single causal gene, the phenotypic consequences of natural genetic variation often follow a complicated pattern. The resources and approach provided outline an efficient and reliable route to association mapping in yeast and significantly enhance its value as a model for understanding the genetic mechanisms underlying phenotypic variation and evolution in natural populations.
引用
收藏
页码:2486 / 2502
页数:17
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