Department of Biological Sciences, University of Calgary, Calgary, Alberta, Canada.
Department of Zoology, Faculty of Science, University of British Columbia, Vancouver, British Colombia, Canada.
Nat Ecol Evol. 2024 Oct;8(10):1933-1947. doi: 10.1038/s41559-024-02514-5. Epub 2024 Aug 26.
Closely related species often use the same genes to adapt to similar environments. However, we know little about why such genes possess increased adaptive potential and whether this is conserved across deeper evolutionary lineages. Adaptation to climate presents a natural laboratory to test these ideas, as even distantly related species must contend with similar stresses. Here, we re-analyse genomic data from thousands of individuals from 25 plant species as diverged as lodgepole pine and Arabidopsis (~300 Myr). We test for genetic repeatability based on within-species associations between allele frequencies in genes and variation in 21 climate variables. Our results demonstrate significant statistical evidence for genetic repeatability across deep time that is not expected under randomness, identifying a suite of 108 gene families (orthogroups) and gene functions that repeatedly drive local adaptation to climate. This set includes many orthogroups with well-known functions in abiotic stress response. Using gene co-expression networks to quantify pleiotropy, we find that orthogroups with stronger evidence for repeatability exhibit greater network centrality and broader expression across tissues (higher pleiotropy), contrary to the 'cost of complexity' theory. These gene families may be important in helping wild and crop species cope with future climate change, representing important candidates for future study.
密切相关的物种通常使用相同的基因来适应相似的环境。然而,我们对这些基因为什么具有更高的适应潜力,以及这种潜力是否在更深的进化谱系中得到保守知之甚少。适应气候为检验这些观点提供了一个自然实验室,因为即使是远缘物种也必须应对相似的压力。在这里,我们重新分析了来自 25 种植物物种的数千个个体的基因组数据,这些物种的分化程度与 lodgepole 松和拟南芥(~300 百万年)一样大。我们根据基因中等位基因频率与 21 个气候变量之间的种内关联,测试遗传可重复性。我们的结果表明,在随机情况下不应出现的情况下,在跨越深层时间的遗传可重复性方面存在显著的统计证据,确定了一套 108 个基因家族(直系同源物)和基因功能,这些家族和功能反复驱动对气候的局部适应。这组基因家族包括许多在非生物胁迫反应中具有已知功能的直系同源物。使用基因共表达网络来量化多效性,我们发现具有更强遗传可重复性证据的直系同源物表现出更高的网络中心性和更广泛的组织表达(更高的多效性),与“复杂性成本”理论相反。这些基因家族可能在帮助野生和作物物种应对未来气候变化方面非常重要,代表了未来研究的重要候选者。