Buzby Cassandra, Plavskin Yevgeniy, Sartori Federica M O, Tong Qiange, Vail Janessa K, Siegal Mark L
Department of Biology, New York University, New York, NY, USA.
Center for Genomics and Systems Biology, New York University, New York, NY, USA.
bioRxiv. 2024 Nov 12:2024.10.28.620582. doi: 10.1101/2024.10.28.620582.
The contributions of genetic interactions to natural trait variation are challenging to estimate experimentally, as current approaches for detecting epistasis are often underpowered. Powerful mapping approaches such as bulk segregant analysis, wherein individuals with extreme phenotypes are pooled for genotyping, obscure epistasis by averaging over genotype combinations. To accurately characterize and quantify epistasis underlying natural trait variation, we have engineered strains of the budding yeast to enable crosses where one parent's chromosome is fixed while the rest of the chromosomes segregate. These crosses allow us to use bulk segregant analysis to identify quantitative trait loci (QTL) whose effects depend on alleles on the fixed parental chromosome, indicating a genetic interaction with that chromosome. Our method, which we term epic-QTL (for static-with-hromosome ) analysis, can thus identify interaction loci with high statistical power. Here we perform epic-QTL analysis of copper resistance with chromosome I or VIII fixed in a cross between divergent naturally derived strains. We find seven loci that interact significantly with chromosome VIII and none that interact with chromosome I, the smallest of the 16 budding yeast chromosomes. Each of the seven interactions alters the magnitude, rather than the direction, of an additive QTL effect. We also show that fixation of one source of variation - in this case chromosome VIII, which contains the large-effect QTL mapping to - increases power to detect the contributions of other loci to trait differences.
基因相互作用对自然性状变异的贡献很难通过实验进行估计,因为目前检测上位性的方法往往效能不足。强大的定位方法,如混合分离分析,即将具有极端表型的个体集中进行基因分型,通过对基因型组合求平均值掩盖了上位性。为了准确表征和量化自然性状变异背后的上位性,我们构建了芽殖酵母菌株,以实现一种杂交,其中一个亲本的染色体是固定的,而其余染色体进行分离。这些杂交使我们能够利用混合分离分析来鉴定数量性状基因座(QTL),其效应取决于固定亲本染色体上的等位基因,表明与该染色体存在基因相互作用。我们的方法,我们称之为epic-QTL(用于与染色体相关的静态分析)分析,因此能够以高统计效能鉴定相互作用基因座。在这里,我们在不同的天然衍生菌株之间的杂交中,对固定了I号或VIII号染色体的铜抗性进行epic-QTL分析。我们发现七个基因座与VIII号染色体有显著相互作用,而与I号染色体(16条芽殖酵母染色体中最小的一条)没有相互作用。这七个相互作用中的每一个都改变了加性QTL效应的大小,而不是方向。我们还表明,固定一种变异来源——在这种情况下是VIII号染色体,它包含定位到……的大效应QTL——会提高检测其他基因座对性状差异贡献的效能。