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Testing Two Evolutionary Theories of Human Aging with DNA Methylation Data

机译:用DNA甲基化数据测试人类衰老的两种进化论

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摘要

The evolutionary theories of mutation accumulation (MA) and disposable soma (DS) provide possible explanations for the existence of human aging. To better understand the relative importance of these theories, we devised a test to identify MA- and DS-consistent sites across the genome using familial DNA methylation data. Two key characteristics of DNA methylation allowed us to do so. First, DNA methylation exhibits distinct and widespread changes with age, with numerous age-differentially-methylated sites observed across the genome. Second, many sites show heritable DNA methylation patterns within families. We extended heritability predictions of MA and DS to DNA methylation, predicting that MA-consistent age-differentially-methylated sites will show increasing heritability with age, while DS-consistent sites will show the opposite. Variance components models were used to test for changing heritability of methylation with age at 48,601 age-differentially-methylated sites across the genome in 610 individuals from 176 families. Of these, 102 sites showed significant MA-consistent increases in heritability with age, while 2266 showed significant DS-consistent decreases in heritability. These results suggest that both MA and DS play a role in explaining aging and aging-related changes, and that while the majority of DNA methylation changes observed in aging are consistent with epigenetic drift, targeted changes exist and may mediate effects of aging-related genes.
机译:突变累积(MA)和一次性体细胞(DS)的进化理论为人类衰老的存在提供了可能的解释。为了更好地理解这些理论的相对重要性,我们设计了一项测试,使用家族DNA甲基化数据在基因组中鉴定MA和DS一致的位点。 DNA甲基化的两个关键特征使我们能够这样做。首先,DNA甲基化随着年龄的增长表现出明显而广泛的变化,在整个基因组中观察到许多不同年龄的甲基化位点。其次,许多位点显示了家庭内部可遗传的DNA甲基化模式。我们将MA和DS的遗传力预测扩展到DNA甲基化,预测MA一致的年龄差异甲基化位点将显示随着年龄增长的遗传力,而DS一致的位点则显示相反的遗传率。使用变异成分模型测试了来自176个家庭的610个个体的基因组中48,601个年龄差异甲基化位点处甲基化的遗传力随年龄的变化。其中102个位点显示随着年龄的增长,MA的遗传力显着增加,而2266个位点显示DS的遗传力显着下降。这些结果表明,MA和DS均在解释衰老和与衰老相关的变化中起作用,并且尽管在衰老中观察到的大多数DNA甲基化变化与表观遗传漂移一致,但存在靶向性变化并可能介导衰老相关基因的作用。

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