Francesco Morandini, Jinlong Y Lu, Cheyenne Rechsteiner, Aladdin H Shadyab, Ramon Casanova, Beverly M Snively, Andrei Seluanov, Vera Gorbunova
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引用次数: 0
摘要
可转座元件(Transposable elements,TEs)是在基因组中自私扩增的 DNA 序列,可能会对细胞造成严重损伤。可转座元件通常处于沉默状态,但在衰老过程中会被激活。DNA 5-甲基胞嘧啶(5mC)是使TEs沉默的主要表观遗传修饰之一,已被用于训练高度准确的年龄预测器。然而,对这类预测指标的一个常见批评是它们缺乏可解释性。在本研究中,我们利用已发表的甲基化阵列数据研究了人体血液中 TE 5mC 甲基化在衰老过程中发生的变化。我们发现,进化过程中年轻的长穿插核元素 1(L1s)--已知的唯一能在人类中自主转座的 TE--经历了最快的 5mC 甲基化损失,这表明存在一种活跃的去抑制机制。同样年轻的 L1s 也表现出染色质可及性的优先增殖,但没有表达。长末端重复反转座子 THE1A 和 THE1C 也显示出非常快的 5mC 消失。然后我们证明,可以根据单个 TE 拷贝的 5mC 甲基化和全基因组 TE 家族的平均甲基化来训练准确的年龄预测因子。最后,我们还表明,虽然老年 L1 在整个生命周期中会逐渐丢失 5mC,但年轻 L1 的去甲基化只发生在生命晚期,而且与癌症有关。
Transposable element 5mC methylation state of blood cells predicts age and disease.
Transposable elements (TEs) are DNA sequences that expand selfishly in the genome, possibly causing severe cellular damage. While normally silenced, TEs have been shown to activate during aging. DNA 5-methylcytosine (5mC) is one of the main epigenetic modifications by which TEs are silenced and has been used to train highly accurate age predictors. Yet, one common criticism of such predictors is that they lack interpretability. In this study, we investigate the changes in TE 5mC methylation that occur during aging in human blood using published methylation array data. We find that evolutionarily young long interspersed nuclear elements 1 (L1s), the only known TEs capable of autonomous transposition in humans, undergo the fastest loss of 5mC methylation, suggesting an active mechanism of de-repression. The same young L1s also showed preferential gain in chromatin accessibility but not expression. The long terminal repeat retrotransposons THE1A and THE1C also showed very rapid 5mC loss. We then show that accurate age predictors can be trained on both 5mC methylation of individual TE copies and average methylation of TE families genome wide. Lastly, we show that while old L1s gradually lose 5mC during the entire lifespan, demethylation of young L1s only happens late in life and is associated with cancer.