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通过具有单读错误校正功能的全基因组测序进行超灵敏分子残留病检测。

Ultra-sensitive molecular residual disease detection through whole genome sequencing with single-read error correction.

作者信息

Li Xinxing, Liu Tao, Bacchiocchi Antonella, Li Mengxing, Cheng Wen, Wittkop Tobias, Mendez Fernando, Wang Yingyu, Tang Paul, Yao Qianqian, Bosenberg Marcus W, Sznol Mario, Yan Qin, Faham Malek, Weng Li, Halaban Ruth, Jin Hai, Hu Zhiqian

出版信息

medRxiv. 2024 Jan 22:2024.01.13.24301070. doi: 10.1101/2024.01.13.24301070.

DOI:10.1101/2024.01.13.24301070
PMID:38260271
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC10802755/
Abstract

UNLABELLED

While whole genome sequencing (WGS) of cell-free DNA (cfDNA) holds enormous promise for molecular residual disease (MRD) detection, its performance is limited by WGS error rate. Here we introduce AccuScan, an efficient cfDNA WGS technology that enables genome-wide error correction at single read level, achieving an error rate of 4.2×10 , which is about two orders of magnitude lower than a read-centric de-noising method. When applied to MRD detection, AccuScan demonstrated analytical sensitivity down to 10 circulating tumor allele fraction at 99% sample level specificity. In colorectal cancer, AccuScan showed 90% landmark sensitivity for predicting relapse. It also showed robust MRD performance with esophageal cancer using samples collected as early as 1 week after surgery, and predictive value for immunotherapy monitoring with melanoma patients. Overall, AccuScan provides a highly accurate WGS solution for MRD, empowering circulating tumor DNA detection at parts per million range without high sample input nor personalized reagents.

ONE SENTENCE SUMMARY

AccuScan showed remarkable ultra-low limit of detection with a short turnaround time, low sample requirement and a simple workflow for MRD detection.

摘要

未标记

虽然游离DNA(cfDNA)的全基因组测序(WGS)在分子残留疾病(MRD)检测方面具有巨大潜力,但其性能受到WGS错误率的限制。在此,我们介绍AccuScan,一种高效的cfDNA WGS技术,可在单读水平实现全基因组错误校正,错误率达到4.2×10 ,比以读为中心的去噪方法低约两个数量级。当应用于MRD检测时,AccuScan在99%的样本水平特异性下表现出低至10 的循环肿瘤等位基因分数的分析灵敏度。在结直肠癌中,AccuScan对预测复发显示出90%的标志性灵敏度。在食管癌中,使用术后早至1周收集的样本,它也表现出强大的MRD性能,并且对黑色素瘤患者的免疫治疗监测具有预测价值。总体而言,AccuScan为MRD提供了一种高度准确的WGS解决方案,无需高样本输入或个性化试剂即可在百万分之一范围内实现循环肿瘤DNA检测。

一句话总结

AccuScan在检测限超低、周转时间短、样本要求低且检测流程简单的情况下,在MRD检测方面表现出色。