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首选末端坐标和体细胞变异作为与肝细胞癌相关的循环肿瘤 DNA 的特征。

Preferred end coordinates and somatic variants as signatures of circulating tumor DNA associated with hepatocellular carcinoma.

机构信息

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

Department of Chemical Pathology, The Chinese University of Hong Kong, Prince of Wales Hospital, Shatin, New Territories, Hong Kong SAR, China.

出版信息

Proc Natl Acad Sci U S A. 2018 Nov 13;115(46):E10925-E10933. doi: 10.1073/pnas.1814616115. Epub 2018 Oct 29.

Abstract

Circulating tumor-derived cell-free DNA (ctDNA) analysis offers an attractive noninvasive means for detection and monitoring of cancers. Evidence for the presence of cancer is dependent on the ability to detect features in the peripheral circulation that are deemed as cancer-associated. We explored approaches to improve the chance of detecting the presence of cancer based on sequence information present on ctDNA molecules. We developed an approach to detect the total pool of somatic mutations. We then investigated if there existed a class of ctDNA signature in the form of preferred plasma DNA end coordinates. Cell-free DNA fragmentation is a nonrandom process. Using plasma samples obtained from liver transplant recipients, we showed that liver contributed cell-free DNA molecules ended more frequently at certain genomic coordinates than the nonliver-derived molecules. The abundance of plasma DNA molecules with these liver-associated ends correlated with the liver DNA fractions in the plasma samples. Studying the DNA end characteristics in plasma of patients with hepatocellular carcinoma and chronic hepatitis B, we showed that there were millions of tumor-associated plasma DNA end coordinates in the genome. Abundance of plasma DNA molecules with tumor-associated DNA ends correlated with the tumor DNA fractions even in plasma samples of hepatocellular carcinoma patients that were subjected to shallow-depth sequencing analysis. Plasma DNA end coordinates may therefore serve as hallmarks of ctDNA that could be sampled readily and, hence, may improve the cost-effectiveness of liquid biopsy assessment.

摘要

循环肿瘤衍生的无细胞 DNA (ctDNA) 分析为癌症的检测和监测提供了一种有吸引力的非侵入性手段。癌症存在的证据取决于能否检测到外周循环中被认为与癌症相关的特征。我们探索了基于 ctDNA 分子上存在的序列信息来提高检测癌症存在几率的方法。我们开发了一种检测体细胞突变总池的方法。然后,我们研究了是否存在一种以首选血浆 DNA 末端坐标形式存在的 ctDNA 特征类。无细胞 DNA 片段化是一个非随机的过程。使用从肝移植受者获得的血浆样本,我们表明肝脏来源的无细胞 DNA 分子末端比非肝脏来源的分子更频繁地位于某些基因组坐标处。具有这些与肝脏相关的末端的血浆 DNA 分子的丰度与血浆样本中的肝 DNA 分数相关。在肝细胞癌和慢性乙型肝炎患者的血浆中研究 DNA 末端特征,我们表明在基因组中有数百万个与肿瘤相关的血浆 DNA 末端坐标。即使在接受浅层测序分析的肝细胞癌患者的血浆样本中,具有肿瘤相关 DNA 末端的血浆 DNA 分子的丰度也与肿瘤 DNA 分数相关。因此,血浆 DNA 末端坐标可以作为 ctDNA 的标志物,这些标志物可以很容易地被采样,从而提高液体活检评估的成本效益。

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