| Literature DB >> 33608029 |
Jiaqi Liu1,2, Hengqiang Zhao3, Yukuan Huang2,4, Shouping Xu5, Yan Zhou6, Wei Zhang7, Jiaqi Li7, Yue Ming8, Xinyu Wang2,4, Sen Zhao3, Kai Li9, Xiying Dong3, Yunlong Ma2,4, Tianyi Qian1, Xinyi Chen1, Zeyu Xing1, Yan Zhang10, Hongyan Chen11, Zhihua Liu11, Da Pang5, Meng Zhou2,4, Zhihong Wu12, Xiaowo Wang7, Xiang Wang13, Nan Wu14, Jianzhong Su15,16,17.
Abstract
Early detection is crucial to improve breast cancer (BC) patients' outcomes and survival. Mammogram and ultrasound adopting the Breast Imaging Reporting and Data System (BI-RADS) categorization are widely used for BC early detection, while suffering high false-positive rate leading to unnecessary biopsy, especially in BI-RADS category-4 patients. Plasma cell-free DNA (cfDNA) carrying on DNA methylation information has emerged as a non-invasive approach for cancer detection. Here we present a prospective multi-center study with whole-genome bisulfite sequencing data to address the clinical utility of cfDNA methylation markers from 203 female patients with breast lesions suspected for malignancy. The cfDNA is enriched with hypo-methylated genomic regions. A practical computational framework was devised to excavate optimal cfDNA-rich DNA methylation markers, which significantly improved the early diagnosis of BI-RADS category-4 patients (AUC from 0.78-0.79 to 0.93-0.94). As a proof-of-concept study, we performed the first blood-based whole-genome DNA methylation study for detecting early-stage breast cancer from benign tumors at single-base resolution, which suggests that combining the liquid biopsy with the traditional diagnostic imaging can improve the current clinical practice, by reducing the false-positive rate and avoiding unnecessary harms.Entities:
Year: 2021 PMID: 33608029 DOI: 10.1186/s12943-021-01330-w
Source DB: PubMed Journal: Mol Cancer ISSN: 1476-4598 Impact factor: 27.401