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面向取向的浆细胞游离 DNA 片段分析在开放染色质区域提供组织来源信息。

Orientation-aware plasma cell-free DNA fragmentation analysis in open chromatin regions informs tissue of origin.

机构信息

Li Ka Shing Institute of Health Sciences, The Chinese University of Hong Kong, Hong Kong SAR, 999077, China.

Department of Chemical Pathology, The Chinese University of Hong Kong, Hong Kong SAR, 999077, China.

出版信息

Genome Res. 2019 Mar;29(3):418-427. doi: 10.1101/gr.242719.118.

Abstract

Cell-free DNA (cfDNA) in human plasma is a class of biomarkers with many current and potential future diagnostic applications. Recent studies have shown that cfDNA molecules are not randomly fragmented and possess information related to their tissues of origin. Pathologies causing death of cells from particular tissues result in perturbations in the relative distribution of DNA from the affected tissues. Such tissue-of-origin analysis is particularly useful in the development of liquid biopsies for cancer. It is therefore of value to accurately determine the relative contributions of the tissues to the plasma DNA pool in a simultaneous manner. In this work, we report that in open chromatin regions, cfDNA molecules show characteristic fragmentation patterns reflected by sequencing coverage imbalance and differentially phased fragment end signals. The latter refers to differences in the read densities of sequences corresponding to the orientation of the upstream and downstream ends of cfDNA molecules in relation to the reference genome. Such cfDNA fragmentation patterns preferentially occur in tissue-specific open chromatin regions where the corresponding tissues contributed DNA into the plasma. Quantitative analyses of such signals allow measurement of the relative contributions of various tissues toward the plasma DNA pool. These findings were validated by plasma DNA sequencing data obtained from pregnant women, organ transplantation recipients, and cancer patients. Orientation-aware plasma DNA fragmentation analysis therefore has potential diagnostic applications in noninvasive prenatal testing, organ transplantation monitoring, and cancer liquid biopsy.

摘要

血浆中的游离 DNA(cfDNA)是一类具有许多当前和潜在未来诊断应用的生物标志物。最近的研究表明,cfDNA 分子并非随机断裂,而是具有与其起源组织相关的信息。导致特定组织细胞死亡的病变会导致受影响组织的 DNA 相对分布发生波动。这种组织起源分析在开发用于癌症的液体活检方面特别有用。因此,以同时的方式准确确定组织对血浆 DNA 池的相对贡献具有重要价值。在这项工作中,我们报告称,在开放染色质区域,cfDNA 分子表现出特征性的断裂模式,反映在测序覆盖不平衡和不同相位片段末端信号上。后者是指 cfDNA 分子上下游末端相对于参考基因组的方向上的序列的读取密度差异。这种 cfDNA 断裂模式优先发生在组织特异性开放染色质区域,这些区域的相应组织将 DNA 贡献到血浆中。对这些信号进行定量分析可以测量各种组织对血浆 DNA 池的相对贡献。这些发现通过从孕妇、器官移植受者和癌症患者获得的血浆 DNA 测序数据得到了验证。因此,基于方向的血浆 DNA 片段分析在无创产前检测、器官移植监测和癌症液体活检方面具有潜在的诊断应用。

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