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DNA 甲基化分析探索了血浆游离 DNA 片段化的分子基础。

DNA methylation analysis explores the molecular basis of plasma cell-free DNA fragmentation.

机构信息

Institute of Cancer Research, Shenzhen Bay Laboratory, 518132, Shenzhen, China.

Hepato-Biliary Surgery Division, Shenzhen Third People's Hospital, The Second Affiliated Hospital, Southern University of Science and Technology, 518100, Shenzhen, China.

出版信息

Nat Commun. 2023 Jan 18;14(1):287. doi: 10.1038/s41467-023-35959-6.

Abstract

Plasma cell-free DNA (cfDNA) are small molecules generated through a non-random fragmentation procedure. Despite commendable translational values in cancer liquid biopsy, however, the biology of cfDNA, especially the principles of cfDNA fragmentation, remains largely elusive. Through orientation-aware analyses of cfDNA fragmentation patterns against the nucleosome structure and integration with multidimensional functional genomics data, here we report a DNA methylation - nuclease preference - cutting end - size distribution axis, demonstrating the role of DNA methylation as a functional molecular regulator of cfDNA fragmentation. Hence, low-level DNA methylation could increase nucleosome accessibility and alter the cutting activities of nucleases during DNA fragmentation, which further leads to variation in cutting sites and size distribution of cfDNA. We further develop a cfDNA ending preference-based metric for cancer diagnosis, whose performance has been validated by multiple pan-cancer datasets. Our work sheds light on the molecular basis of cfDNA fragmentation towards broader applications in cancer liquid biopsy.

摘要

血浆无细胞游离 DNA(cfDNA)是通过非随机片段化程序产生的小分子。然而,尽管 cfDNA 在癌症液体活检中有很好的转化价值,但 cfDNA 的生物学特性,尤其是 cfDNA 片段化的原理,在很大程度上仍难以捉摸。通过对 cfDNA 片段化模式与核小体结构的定向分析,并与多维功能基因组学数据相结合,我们在此报告了一个 DNA 甲基化-核酸酶偏好-切割末端-大小分布轴,证明了 DNA 甲基化作为 cfDNA 片段化的功能分子调节剂的作用。因此,低水平的 DNA 甲基化可以增加核小体的可及性,并改变 DNA 片段化过程中核酶的切割活性,从而导致切割位点和 cfDNA 大小分布的变化。我们进一步开发了一种基于 cfDNA 末端偏好的癌症诊断指标,该指标在多个泛癌症数据集上得到了验证。我们的工作揭示了 cfDNA 片段化的分子基础,为癌症液体活检的更广泛应用提供了思路。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/fd79/9849216/0d628fa576de/41467_2023_35959_Fig1_HTML.jpg

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