Serial circulating tumor DNA to predict early recurrence in patients with hepatocellular carcinoma: a prospective study

肝细胞癌 医学 内科学 循环肿瘤DNA 肿瘤科 胃肠病学 癌症 前瞻性队列研究
作者
Guiqi Zhu,Weiren Liu,Zheng Tang,Wei‐Feng Qu,Yuan Fang,Xi‐Fei Jiang,Shushu Song,Han Wang,Chenyang Tao,Pei‐Yun Zhou,Run Huang,Jun Gao,Haixiang Sun,Zhen‐Bin Ding,Yuan‐Fei Peng,Zhi Dai,Jian Zhou,Jia Fan,Ying‐Hong Shi
出处
期刊:Molecular Oncology [Elsevier BV]
卷期号:16 (2): 549-561 被引量:36
标识
DOI:10.1002/1878-0261.13105
摘要

We studied the value of circulating tumor DNA (ctDNA) in predicting early postoperative tumor recurrence and monitoring tumor burden in patients with hepatocellular carcinoma (HCC). Plasma‐free DNA, germline DNA, and tissue DNA were isolated from 41 patients with HCC. Serial ctDNAs were analyzed by next‐generation sequencing before and after operation. Whole‐exome sequencing was used to detect the DNA of HCC and adjacent tissues. In total, 47 gene mutations were identified in the ctDNA of the 41 patients analyzed before surgery. ctDNA was detected in 63.4% and 46% of the patient plasma pre‐ and postoperation, respectively. The preoperative ctDNA positivity rate was significantly lower in the nonrecurrence group than in the recurrence group. With a median follow‐up of 17.7 months, nine patients (22%) experienced tumor recurrence. ctDNA positivity at two time‐points was associated with significantly shorter recurrence‐free survival (RFS). Tumors with NRAS , NEF2L2 , and MET mutations had significantly shorter times to recurrence than those without mutations and showed high recurrence prediction performance by machine learning. Multivariate analyses showed that the median variant allele frequency (VAF) of mutations in preoperative ctDNA was a strong independent predictor of RFS. ctDNA is a real‐time monitoring indicator that can accurately reflect tumor burden. The median VAF of baseline ctDNA is a strong independent predictor of RFS in individuals with HCC.
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