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Plasma cell-free DNA methylation markers for detection and prognosis of gastric cancer: A case-control study

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收录情况: ◇ SCIE ◇ 统计源期刊 ◇ CSCD-C ◇ 卓越:梯队期刊

机构: [1]Zhejiang Chinese Med Univ, Sch Life Sci, Hangzhou 310053, Peoples R China [2]Sun Yat Sen Univ, Affiliated Hosp 6, Dept Gastrointestinal Surg, Dept Gen Surg, 26 Yuancun Er Heng Rd, Guangzhou 510655, Peoples R China [3]Sun Yat Sen Univ, Affiliated Hosp 6, Dept Gastrointestinal Surg,Dept Gen Surg, Guangdong Prov Key Lab Colorectal & Pelv Floor Dis, Guangzhou 510655, Peoples R China [4]Sun Yat Sen Univ, Affiliated Hosp 6, Biomed Innovat Ctr, Guangzhou 510655, Peoples R China [5]Sichuan Canc Hosp, Dept Gastrointestinal Surg, Chengdu 610042, Peoples R China [6]BGI Genom, Shenzhen 518083, Peoples R China [7]Wenzhou Med Univ, Zhejiang Canc Hosp, Postgrad Training Base Alliance, Hangzhou 310022, Peoples R China [8]Sun Yat Sen Univ, Affiliated Hosp 6, Dept Gen Surg Colorectal Surg, Guangzhou 510655, Peoples R China [9]Chinese Acad Sci, Zhejiang Canc Hosp, Hangzhou Inst Med HIM, Dept Gastr Surg, Hangzhou 310022, Peoples R China [10]Chinese Acad Sci, Zhejiang Canc Hosp, Hangzhou Inst Med HIM, Dept Integrated Chinese & Western Med, Hangzhou 310022, Peoples R China [11]Zhejiang Canc Hosp, Zhejiang Key Lab Prevent, Diag & Therapy Upper Gastrointestinal Canc, Hangzhou 310022, Peoples R China [12]Zhejiang Canc Hosp, Zhejiang Prov Res Ctr Upper Gastrointestinal Tract, Hangzhou 310022, Peoples R China
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关键词: Gastric cancer circulating cell-free DNA detection prognosis diagnosis

摘要:
Objective: Plasma cell-free DNA (cfDNA) methylation has shown potential in the detection and prognostic testing of multiple cancers. Here, we comprehensively investigate the performance of cfDNA methylation for gastric cancer (GC) detection and prognosis. Methods: GC-specific differentially methylated regions (DMRs) were identified by sequencing 56 GC tissues and 59 normal adjacent tissues (NATs). We then performed targeted bisulfite sequencing of cfDNA from 294 GC and 446 non-gastric cancer (NGC) plasma samples, identifying 179 DMRs that overlapped with those in tissue samples. The efficacy of plasma cfDNA methylation markers for GC detection and prognosis was evaluated. Results: Based on the 179 DMRs overlapping with those in tissue samples, the random forest (RF) model using 28 DMRs achieved an area under the curve (AUC) of 0.998 in the training cohort, whereas further refinement to the top 6 DMRs resulted in an AUC of 0.985. Consistent results were obtained in the validation cohort (28 DMR AUC: 0.985; 6 DMR AUC: 0.988). Support vector machine (SVM) and logistic regression (LR) models also demonstrated robust performance. Additionally, an 11-DMR signature was developed for prognostic prediction, successfully identifying high-risk GC patients with significantly shorter overall survival. Conclusions: Our study highlights the potential utility of cfDNA methylation markers for both the detection and prognostication of GC.

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大类 | 2 区 医学
小类 | 3 区 肿瘤学
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大类 | 2 区 医学
小类 | 3 区 肿瘤学
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Q1 ONCOLOGY
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Q1 ONCOLOGY

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第一作者机构: [1]Zhejiang Chinese Med Univ, Sch Life Sci, Hangzhou 310053, Peoples R China
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通讯机构: [2]Sun Yat Sen Univ, Affiliated Hosp 6, Dept Gastrointestinal Surg, Dept Gen Surg, 26 Yuancun Er Heng Rd, Guangzhou 510655, Peoples R China [3]Sun Yat Sen Univ, Affiliated Hosp 6, Dept Gastrointestinal Surg,Dept Gen Surg, Guangdong Prov Key Lab Colorectal & Pelv Floor Dis, Guangzhou 510655, Peoples R China [4]Sun Yat Sen Univ, Affiliated Hosp 6, Biomed Innovat Ctr, Guangzhou 510655, Peoples R China [9]Chinese Acad Sci, Zhejiang Canc Hosp, Hangzhou Inst Med HIM, Dept Gastr Surg, Hangzhou 310022, Peoples R China [11]Zhejiang Canc Hosp, Zhejiang Key Lab Prevent, Diag & Therapy Upper Gastrointestinal Canc, Hangzhou 310022, Peoples R China [12]Zhejiang Canc Hosp, Zhejiang Prov Res Ctr Upper Gastrointestinal Tract, Hangzhou 310022, Peoples R China
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