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自动化选择短细胞游离 DNA 片段可富集循环肿瘤 DNA,并改善下一代测序过程中的错误校正。

Automated size selection for short cell-free DNA fragments enriches for circulating tumor DNA and improves error correction during next generation sequencing.

机构信息

ARUP Laboratories, Salt Lake City, Utah, United States of America.

Huntsman Cancer Institute, University of Utah School of Medicine, Salt Lake City, Utah, United States of America.

出版信息

PLoS One. 2018 Jul 25;13(7):e0197333. doi: 10.1371/journal.pone.0197333. eCollection 2018.

DOI:10.1371/journal.pone.0197333
PMID:30044795
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC6059400/
Abstract

Circulating tumor-derived cell-free DNA (ctDNA) enables non-invasive diagnosis, monitoring, and treatment susceptibility testing in human cancers. However, accurate detection of variant alleles, particularly during untargeted searches, remains a principal obstacle to widespread application of cell-free DNA in clinical oncology. In this study, isolation of short cell-free DNA fragments is shown to enrich for tumor variants and improve correction of PCR- and sequencing-associated errors. Subfractions of the mononucleosome of circulating cell-free DNA (ccfDNA) were isolated from patients with melanoma, pancreatic ductal adenocarcinoma, and colorectal adenocarcinoma using a high-throughput-capable automated gel-extraction platform. Using a 128-gene (128 kb) custom next-generation sequencing panel, variant alleles were on average 2-fold enriched in the short fraction (median insert size: ~142 bp) compared to the original ccfDNA sample, while 0.7-fold reduced in the fraction corresponding to the principal peak of the mononucleosome (median insert size: ~167 bp). Size-selected short fractions compared to the original ccfDNA yielded significantly larger family sizes (i.e., PCR duplicates) during in silico consensus sequence interpretation via unique molecular identifiers. Increments in family size were associated with a progressive reduction of PCR and sequencing errors. Although consensus read depth also decreased at larger family sizes, the variant allele frequency in the short ccfDNA fraction remained consistent, while variant detection in the original ccfDNA was commonly lost at family sizes necessary to minimize errors. These collective findings support the automated extraction of short ccfDNA fragments to enrich for ctDNA while concomitantly reducing false positives through in silico error correction.

摘要

循环肿瘤衍生的无细胞 DNA(ctDNA)可实现人类癌症的非侵入性诊断、监测和治疗敏感性检测。然而,准确检测变异等位基因,尤其是在非靶向搜索中,仍然是细胞游离 DNA 在临床肿瘤学中广泛应用的主要障碍。在这项研究中,短细胞游离 DNA 片段的分离显示出可以富集肿瘤变异体,并提高聚合酶链反应(PCR)和测序相关错误的校正。使用高通量自动化凝胶提取平台,从黑色素瘤、胰腺导管腺癌和结直肠腺癌患者中分离出循环无细胞 DNA(ccfDNA)的单核小体亚区。使用 128 个基因(128 kb)定制的下一代测序面板,与原始 ccfDNA 样本相比,短片段中的变异等位基因平均富集了 2 倍(中位数插入大小:142 bp),而与单核小体主要峰相对应的片段则减少了 0.7 倍(中位数插入大小:167 bp)。与原始 ccfDNA 相比,大小选择的短片段在通过独特分子标识符进行虚拟共识序列解释时产生了明显更大的家族大小(即 PCR 重复)。家族大小的增加与 PCR 和测序错误的逐渐减少相关。尽管在更大的家族大小下共识读取深度也降低了,但短 ccfDNA 片段中的变异等位基因频率保持一致,而在原始 ccfDNA 中,当需要最小化错误的家族大小时,通常会丢失变异检测。这些综合发现支持自动提取短 ccfDNA 片段,以富集 ctDNA,同时通过虚拟纠错减少假阳性。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/2e3b/6059400/cbc099f271c6/pone.0197333.g006.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/2e3b/6059400/954bb393c644/pone.0197333.g001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/2e3b/6059400/713e141a52c8/pone.0197333.g002.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/2e3b/6059400/592990195694/pone.0197333.g003.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/2e3b/6059400/1ff1fd0387f9/pone.0197333.g004.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/2e3b/6059400/0f7815b75601/pone.0197333.g005.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/2e3b/6059400/cbc099f271c6/pone.0197333.g006.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/2e3b/6059400/954bb393c644/pone.0197333.g001.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/2e3b/6059400/713e141a52c8/pone.0197333.g002.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/2e3b/6059400/592990195694/pone.0197333.g003.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/2e3b/6059400/1ff1fd0387f9/pone.0197333.g004.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/2e3b/6059400/0f7815b75601/pone.0197333.g005.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/2e3b/6059400/cbc099f271c6/pone.0197333.g006.jpg

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