4.7 Article

Genome-wide cell-free DNA methylation analyses improve accuracy of non-invasive diagnostic imaging for early-stage breast cancer

期刊

MOLECULAR CANCER
卷 20, 期 1, 页码 -

出版社

BMC
DOI: 10.1186/s12943-021-01330-w

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资金

  1. National Natural Science Foundation of China [61871294, 81802669, 81501852, 81872149, 11701385, 81472046, 81772299]
  2. Science Foundation of Zhejiang Province [LR19C060001]
  3. Fundamental Research Funds for Wenzhou Institute of University of Chinese Academy of Sciences [WIBEZD2017009-05]
  4. Tsinghua University-Peking Union Medical College Hospital Initiative Scientific Research Program
  5. CAMS Innovation Fund for Medical Sciences [2020-I2M-CT-B-068]
  6. CAMS Initiative Fund for Medical Sciences [2016-I2M-3-003, 2016-I2M-2-006, 2017-I2M-2-001, 2016-I2M-1-001]
  7. Beijing Natural Science Foundation [JQ20032]
  8. Non-profit Central Research Institute Fund of Chinese Academy of Medical Sciences [2019PT320025]
  9. National Key Research and Development Program of China [2018YFC0910506]

向作者/读者索取更多资源

This study demonstrated the clinical utility of cfDNA methylation markers in improving the early diagnosis of BC patients in BI-RADS category-4, significantly increasing the accuracy; the results suggest that combining liquid biopsy with traditional diagnostic imaging can enhance the detection of breast cancer.
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.

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