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研究古基因组中与食物生产相关的DNA甲基化变化:除技术噪声外缺乏一致信号。

Investigating food production-associated DNA methylation changes in paleogenomes: Lack of consistent signals beyond technical noise.

作者信息

Çokoğlu Sevim Seda, Koptekin Dilek, Fidan Fatma Rabia, Somel Mehmet

机构信息

Department of Biology Middle East Technical University Ankara Turkey.

出版信息

Evol Appl. 2024 Jul 2;17(7):e13743. doi: 10.1111/eva.13743. eCollection 2024 Jul.

DOI:10.1111/eva.13743
PMID:38957308
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC11217591/
Abstract

The Neolithic transition introduced major diet and lifestyle changes to human populations across continents. Beyond well-documented bioarcheological and genetic effects, whether these changes also had molecular-level epigenetic repercussions in past human populations has been an open question. In fact, methylation signatures can be inferred from UDG-treated ancient DNA through postmortem damage patterns, but with low signal-to-noise ratios; it is thus unclear whether published paleogenomes would provide the necessary resolution to discover systematic effects of lifestyle and diet shifts. To address this we compiled UDG-treated shotgun genomes of 13 pre-Neolithic hunter-gatherers (HGs) and 21 Neolithic farmers (NFs) individuals from West and North Eurasia, published by six different laboratories and with coverage c.1×-58× (median = 9×). We used epiPALEOMIX and a Monte Carlo normalization scheme to estimate methylation levels per genome. Our paleomethylome dataset showed expected genome-wide methylation patterns such as CpG island hypomethylation. However, analyzing the data using various approaches did not yield any systematic signals for subsistence type, genetic sex, or tissue effects. Comparing the HG-NF methylation differences in our dataset with methylation differences between hunter-gatherers versus farmers in modern-day Central Africa also did not yield consistent results. Meanwhile, paleomethylome profiles did cluster strongly by their laboratories of origin. Using larger data volumes, minimizing technical noise and/or using alternative protocols may be necessary for capturing subtle environment-related biological signals from paleomethylomes.

摘要

新石器时代的转变给各大洲的人类群体带来了主要饮食和生活方式的变化。除了有充分记录的生物考古学和遗传学影响外,这些变化在过去的人类群体中是否也产生了分子水平的表观遗传影响一直是个悬而未决的问题。事实上,可以通过死后损伤模式从经尿嘧啶DNA糖基化酶(UDG)处理的古代DNA中推断甲基化特征,但信噪比很低;因此,尚不清楚已发表的古基因组是否能提供必要的分辨率来发现生活方式和饮食转变的系统性影响。为了解决这个问题,我们汇编了来自六个不同实验室发表的、覆盖范围约为1×-58×(中位数=9×)的13名新石器时代前狩猎采集者(HG)和21名新石器时代农民(NF)个体的经UDG处理的鸟枪法基因组,这些个体来自西亚和北欧。我们使用epiPALEOMIX和蒙特卡罗归一化方案来估计每个基因组的甲基化水平。我们的古甲基化组数据集显示了全基因组预期的甲基化模式,如CpG岛低甲基化。然而,使用各种方法分析数据并未得出关于生存类型、遗传性别或组织效应的任何系统性信号。将我们数据集中HG-NF的甲基化差异与现代中非狩猎采集者与农民之间的甲基化差异进行比较,也没有得出一致的结果。与此同时,古甲基化组图谱确实按其起源实验室强烈聚类。使用更大的数据量、最小化技术噪声和/或使用替代方案可能是从古甲基化组中捕捉与环境相关的微妙生物信号所必需的。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/7100/11217591/3169b39ac799/EVA-17-e13743-g004.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/7100/11217591/d7aa174f31a5/EVA-17-e13743-g002.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/7100/11217591/4f7475ab8711/EVA-17-e13743-g001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/7100/11217591/0b0d98bb1ae4/EVA-17-e13743-g003.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/7100/11217591/3169b39ac799/EVA-17-e13743-g004.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/7100/11217591/d7aa174f31a5/EVA-17-e13743-g002.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/7100/11217591/4f7475ab8711/EVA-17-e13743-g001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/7100/11217591/0b0d98bb1ae4/EVA-17-e13743-g003.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/7100/11217591/3169b39ac799/EVA-17-e13743-g004.jpg

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