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Development and Application of Duplex Sequencing Strategy for Cell-Free DNA–Based Longitudinal Monitoring of Stage IV Colorectal Cancer

机译:对阶段IV阶段结直肠癌无细胞DNA的纵向监测双面测序策略的开发与应用

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摘要

Potential applications of cell-free DNA (cfDNA)–based molecular profiling have used in patients with diverse malignant tumors. However, capturing all cfDNA that originates from tumor cells and identifying true variants present in this minute fraction remain challenges to the widespread application of cfDNA-based liquid biopsies in the clinical setting. In this study, we evaluate a systematic approach and identify key components of wet bench and bioinformatics strategies to address these challenges. We found that concentration of enrichment oligonucleotides, elements of the library preparation, and the structure of adaptors are critical for achieving high enrichment of target regions, retaining variant allele frequencies accurately throughout all involved steps of library preparation, and obtaining high variant coverage. We developed a dual molecular barcode–integrated error elimination strategy to remove sequencing artifacts and a background error correction strategy to distinguish true variants from abundant false-positive variants. We further describe a clinical application of this cfDNA-based duplex sequencing approach that can be used to monitor disease progression in patients with stage IV colorectal cancer. The findings also suggest that cfDNA-based molecular testing observations are highly concordant with observations obtained by traditional imaging methods. Overall, the findings presented in this study have potential implications for early detection of cancer, identification of minimal residual disease, and evaluation of therapeutic responses in patients with cancer.
机译:无细胞DNA(CFDNA)的潜在应用用于多种恶性肿瘤患者的分子分析。然而,捕获源自肿瘤细胞并鉴定在该分钟分数中存在的真正变体的所有CFDNA仍然是对临床环境中的基于CFDNA的液体活检的广泛应用的挑战。在这项研究中,我们评估了系统的方法,识别湿凳和生物信息学策略的关键组分,以解决这些挑战。我们发现富集寡核苷酸的浓度,文库制剂的元素和适配器的结构对于实现目标区域的高富集至关重要,在整个文库制备的所有涉及的步骤中保持变异等位基因频率,并获得高变种覆盖。我们开发了一种双分子条形码集成误差消除策略,以消除测序伪像和背景误差校正策略,以区分真实变体从丰富的假阳性变型。我们进一步描述了这种基于CFDNA的双链体测序方法的临床应用,可用于监测IV阶段结直肠癌患者的疾病进展。结果还表明,基于CFDNA的分子检测观察结果与传统成像方法获得的观察结果高度一致。总体而言,本研究表明的调查结果对早期发现癌症的潜在影响,鉴定癌症患者鉴定最小的残留疾病,以及对癌症患者的治疗反应的评价。

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