Feltes McKenna, Zimin Aleksey V, Angel Sofia, Pansari Nainika, Hensley Monica R, Anderson Jennifer L, Shen Meng-Chieh, Klemek Mackenzie, Shen Yi, Ginde Vighnesh S, Kozan Hannah, Le Nhan V, Truong Vivian P, Wilson Meredith H, Salzberg Steven L, Farber Steven A
Department of Biology, Johns Hopkins University, Baltimore, Maryland, United States of America.
Department of Embryology, Carnegie Science, Baltimore, Maryland, United States of America.
PLoS Genet. 2025 Jul 14;21(7):e1011702. doi: 10.1371/journal.pgen.1011702. eCollection 2025 Jul.
Forward genetic screening is a powerful approach to assign functions to genes and can be used to elucidate the many genes whose functions remain unknown. A key step in forward genetic screening is mapping: identification of the gene causing the phenotype. Existing mapping methods use a bioinformatic mapping-by-sequencing approach based on allelic frequency calculations that often identify large genomic regions which contain an intractable number of candidate genes for testing. Here, we describe WheresWalker, a modern mapping-by-sequencing algorithm that identifies a mutation-containing interval and then supports positional cloning to shrink the interval, which drastically reduces the number of potential candidates, allowing for extremely rapid mutation identification. We validated this method using mutants from a forward genetic mutagenesis screen in zebrafish for modifiers of ApoB-lipoprotein metabolism. WheresWalker correctly mapped and identified novel zebrafish mutations in mttp, apobb.1, and mia2 genes, as well as a previously published mutation in maize. Further, we used WheresWalker to identify a previously unappreciated ApoB-lipoprotein metabolism-modifying locus, slc3a2a.
正向遗传学筛选是一种为基因赋予功能的强大方法,可用于阐明许多功能仍未知的基因。正向遗传学筛选的关键步骤是定位:确定导致表型的基因。现有的定位方法使用基于等位基因频率计算的生物信息测序定位方法,该方法通常会识别出包含大量难以处理的候选测试基因的大基因组区域。在这里,我们描述了WheresWalker,一种现代的测序定位算法,它可以识别包含突变的区间,然后支持定位克隆以缩小区间,这极大地减少了潜在候选基因的数量,从而能够极其快速地鉴定突变。我们使用来自斑马鱼正向遗传诱变筛选中用于载脂蛋白B(ApoB)脂蛋白代谢修饰因子的突变体验证了该方法。WheresWalker正确地定位并鉴定了mttp、apobb.1和mia2基因中的新型斑马鱼突变,以及玉米中先前发表的一个突变。此外,我们使用WheresWalker鉴定了一个以前未被认识到的ApoB脂蛋白代谢修饰位点slc3a2a。