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通过靶向深度测序对游离 DNA 相关的 DNA 损伤进行表征。

Characterization of DNA lesions associated with cell-free DNA by targeted deep sequencing.

机构信息

GENINUS Inc, Seoul, 05836, Korea.

Samsung Genome Institute, Samsung Medical Center, Seoul, 06351, Korea.

出版信息

BMC Med Genomics. 2021 Jul 28;14(1):192. doi: 10.1186/s12920-021-01040-8.

Abstract

BACKGROUND

Recently, a next-generation sequencing (NGS)-based method has been used for the successful detection of circulating tumor DNA (ctDNA) in various cancer types. Thus, the use of NGS on liquid biopsies will improve cancer diagnosis and prognosis. However, the low-allelic fraction of ctDNA poses a challenge for the sensitive and specific detection of tumor variants in cell-free DNA (cfDNA). To distinguish true variants from false positives, the characteristics of errors that occur during sample preparation and sequencing need to be elucidated.

METHODS

We generated capture-based targeted deep sequencing data from plasma cfDNA and peripheral blood leucocyte (PBL) gDNA to profile background errors. To reveal cfDNA-associated DNA lesions, background error profiles from two sample types were compared in each nucleotide substitution class.

RESULTS

In this study, we determined the prevalence of single nucleotide substitutions in cfDNA sequencing data to identify DNA damage preferentially associated with cfDNA. On comparing sequencing errors between cfDNA and cellular genomic DNA (gDNA), we observed that the total substitution error rates in cfDNA were significantly higher than those in gDNA. When the substitution errors were divided into 12 substitution error classes, C:G>T:A substitution errors constituted the largest difference between cfDNA and gDNA samples. When the substitution error rates were estimated based on the location of DNA-fragment substitutions, the differences in error rates of most substitution classes between cfDNA and gDNA samples were observed only at the ends of the DNA fragments. In contrast, C:G>T:A substitution errors in the cfDNA samples were not particularly associated with DNA-fragment ends. All observations were verified in an independent dataset.

CONCLUSIONS

Our data suggested that cytosine deamination increased in cfDNA compared to that in cellular gDNA. Such an observation might be due to the attenuation of DNA damage repair before the release of cfDNA and/or the accumulation of cytosine deamination after it. These findings can contribute to a better understanding of cfDNA-associated DNA damage, which will enable the accurate analysis of somatic variants present in cfDNA at an extremely low frequency.

摘要

背景

最近,一种基于下一代测序(NGS)的方法已成功用于检测各种癌症类型的循环肿瘤 DNA(ctDNA)。因此,液体活检中使用 NGS 将改善癌症的诊断和预后。然而,ctDNA 的低等位基因分数对游离 DNA(cfDNA)中肿瘤变异的敏感和特异性检测构成了挑战。为了从假阳性中区分真正的变体,需要阐明在样品制备和测序过程中发生的错误的特征。

方法

我们从血浆 cfDNA 和外周血白细胞(PBL)gDNA 生成基于捕获的靶向深度测序数据,以分析背景误差。为了揭示与 cfDNA 相关的 DNA 损伤,我们在每个核苷酸取代类别中比较了两种样本类型的背景错误谱。

结果

在本研究中,我们确定了 cfDNA 测序数据中单核苷酸取代的流行率,以识别与 cfDNA 优先相关的 DNA 损伤。在比较 cfDNA 和细胞基因组 DNA(gDNA)之间的测序错误时,我们观察到 cfDNA 中的总取代错误率明显高于 gDNA。当将取代错误分为 12 个取代错误类别时,C:G>T:A 取代错误构成了 cfDNA 和 gDNA 样本之间最大的差异。当根据 DNA 片段取代的位置估计取代错误率时,cfDNA 和 gDNA 样本中大多数取代类别的错误率差异仅在 DNA 片段的末端观察到。相比之下,cfDNA 样本中的 C:G>T:A 取代错误与 DNA 片段末端没有特别相关。所有观察结果都在独立数据集得到了验证。

结论

我们的数据表明,与细胞 gDNA 相比,cfDNA 中的胞嘧啶脱氨增加。这种观察可能是由于 cfDNA 释放前 DNA 损伤修复的减弱和/或释放后胞嘧啶脱氨的积累所致。这些发现有助于更好地理解 cfDNA 相关的 DNA 损伤,这将使人们能够更准确地分析 cfDNA 中极低频率存在的体细胞变异。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/709c/8317339/35b3afd19307/12920_2021_1040_Fig1_HTML.jpg

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