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Plasma cfDNA methylation markers for the detection and prognosis of ovarian cancer

队列 内科学 卵巢癌 甲基化 DNA甲基化 医学 比例危险模型 肿瘤科 差异甲基化区 癌症 胃肠病学 生物 基因 遗传学 基因表达
作者
Leilei Liang,Yu Zhang,Chengcheng Li,Yu‐Chen Liao,Guoqiang Wang,Jiayue Xu,Yifan Li,Guangwen Yuan,Yangchun Sun,Rong Zhang,Xiaoguang Li,Weiqi Nian,Jing Zhao,Yuzi Zhang,Zhu Xin,Xiaofang Wen,Shangli Cai,Ning Li,Lingying Wu
出处
期刊:EBioMedicine [Elsevier BV]
卷期号:83: 104222-104222 被引量:27
标识
DOI:10.1016/j.ebiom.2022.104222
摘要

Plasma cell-free DNA (cfDNA) methylation has shown the potential in the detection and prognostic testing in multiple cancers. Herein, we thoroughly investigate the performance of cfDNA methylation in the detection and prognosis of ovarian cancer (OC).The OC-specific differentially methylated regions (DMRs) were identified by sequencing ovarian tissue samples from OC (n = 61), benign ovarian disease (BOD, n = 49) and healthy controls (HC, n = 37). Based on 1,272 DMRs, a cfDNA OC detection model (OC-D model) was trained and validated in plasma samples from patients of OC (n = 104), BOD (n = 56) and HC (n = 56) and a prognostic testing model (OC-P model) was developed in plasma samples in patients with high-grade serous OC (HG-SOC) in the training cohort and then tested the rationality of this model with International Cancer Genome Consortium (ICGC) tissue methylation data. Mechanisms were investigated in the TCGA-OC cohort.In the validation cohort, the cfDNA OC-D model consisting of 18 DMRs achieved a sensitivity of 94.7% (95% CI: 85.4%‒98.9%) at a specificity of 88.7% (95% CI: 78.7%‒94.9%), which outperformed CA 125 (AUC: 0.967 vs 0.905, P = 0.03). Then the cfDNA OC-P model consisting of 15 DMRs was constructed and associated with a better prognosis of HG-SOC in multivariable Cox regression analysis (HR: 0.29, 95% CI, 0.11‒0.78, P = 0.01) in the training cohort, which was also observed in the ICGC cohort using tissue methylation (HR: 0.56, 95% CI, 0.32‒0.98, P = 0.04). Investigation into mechanisms revealed that the low-risk group had higher homologous recombination deficiency and immune cell infiltration (P < 0.05).Our study demonstrated the potential utility of cfDNA methylation in the detection and prognostic testing in OC. Future studies with a larger population are warranted.This research received no specific grant from any funding agency in the public, commercial, or not-for-profit sector.

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