Smith H A, White B J, Kundert P, Cheng C, Romero-Severson J, Andolfatto P, Besansky N J
Department of Biological Sciences, University of Notre Dame, Notre Dame, IN, USA.
Eck Institute for Global Health, University of Notre Dame, Notre Dame, IN, USA.
Heredity (Edinb). 2015 Nov;115(5):471-9. doi: 10.1038/hdy.2015.39. Epub 2015 Apr 29.
Although freshwater (FW) is the ancestral habitat for larval mosquitoes, multiple species independently evolved the ability to survive in saltwater (SW). Here, we use quantitative trait locus (QTL) mapping to investigate the genetic architecture of osmoregulation in Anopheles mosquitoes, vectors of human malaria. We analyzed 1134 backcross progeny from a cross between the obligate FW species An. coluzzii, and its closely related euryhaline sibling species An. merus. Tests of 2387 markers with Bayesian interval mapping and machine learning (random forests) yielded six genomic regions associated with SW tolerance. Overlap in QTL regions from both approaches enhances confidence in QTL identification. Evidence exists for synergistic as well as disruptive epistasis among loci. Intriguingly, one QTL region containing ion transporters spans the 2Rop chromosomal inversion that distinguishes these species. Rather than a simple trait controlled by one or a few loci, our data are most consistent with a complex, polygenic mode of inheritance.
尽管淡水是蚊幼虫的原始栖息地,但多个物种独立进化出了在咸水中生存的能力。在这里,我们使用数量性状基因座(QTL)定位来研究人类疟疾传播媒介按蚊渗透压调节的遗传结构。我们分析了专性淡水物种科氏按蚊与其亲缘关系密切的广盐性姊妹物种梅氏按蚊杂交产生的1134个回交后代。使用贝叶斯区间定位和机器学习(随机森林)对2387个标记进行测试,得到了六个与耐咸性相关的基因组区域。两种方法得到的QTL区域重叠,增强了对QTL鉴定的信心。存在基因座间协同上位和干扰上位的证据。有趣的是,一个包含离子转运蛋白的QTL区域跨越了区分这些物种的2Rop染色体倒位。我们的数据与简单性状由一个或几个基因座控制的情况不同,最符合复杂的多基因遗传模式。