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Correlations of Genotype with Climate Parameters Suggest Caenorhabditis elegans Niche Adaptations

机译:基因型与气候参数的相关性表明秀丽隐杆线虫生态位适应。

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摘要

Species inhabit a variety of environmental niches, and the adaptation to a particular niche is often controlled by genetic factors, including gene-by-environment interactions. The genes that vary in order to regulate the ability to colonize a niche are often difficult to identify, especially in the context of complex ecological systems and in experimentally uncontrolled natural environments. Quantitative genetic approaches provide an opportunity to investigate correlations between genetic factors and environmental parameters that might define a niche. Previously, we have shown how a collection of 208 whole-genome sequenced wild Caenorhabditis elegans can facilitate association mapping approaches. To correlate climate parameters with the variation found in this collection of wild strains, we used geographic data to exhaustively curate daily weather measurements in short-term (3 month), middle-term (one year), and long-term (three year) durations surrounding the date of strain isolation. These climate parameters were used as quantitative traits in association mapping approaches, where we identified 11 quantitative trait loci (QTL) for three climatic variables: elevation, relative humidity, and average temperature. We then narrowed the genomic interval of interest to identify gene candidates with variants potentially underlying phenotypic differences. Additionally, we performed two-strain competition assays at high and low temperatures to validate a QTL that could underlie adaptation to temperature and found suggestive evidence supporting that hypothesis.
机译:物种栖息于各种环境生态位中,对特定生态位的适应通常受遗传因素控制,包括基因与环境之间的相互作用。为了调节在小生境中的定殖能力而改变的基因通常难以鉴定,特别是在复杂的生态系统和实验不受控制的自然环境中。定量遗传学方法提供了一个机会,可以研究遗传因素与可能定义利基环境的环境参数之间的相关性。以前,我们已经展示了208个全基因组测序野生秀丽隐杆线虫的集合如何促进关联映射方法。为了使气候参数与该野生菌株集合中的变化相关联,我们使用地理数据详尽地整理了短期(3个月),中期(一年)和长期(三年)的每日天气测量数据应变隔离日期前后的持续时间。这些气候参数在关联映射方法中用作定量特征,在其中我们针对三个气候变量(海拔,相对湿度和平均温度)确定了11个定量特征位点(QTL)。然后,我们缩小了感兴趣的基因组间隔,以鉴定具有潜在潜在表型差异的变体的基因候选者。此外,我们在高温和低温下进行了两株竞争试验,以验证QTL可能是适应温度的基础,并发现了支持该假设的暗示性证据。

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