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

被引:31
作者
Zhu, Gui-Qi [1 ,2 ]
Liu, Wei-Ren [1 ,2 ]
Tang, Zheng [1 ,2 ]
Qu, Wei-Feng [1 ,2 ]
Fang, Yuan [1 ,2 ]
Jiang, Xi-Fei [1 ,2 ]
Song, Shu-Shu [1 ,2 ]
Wang, Han [1 ,2 ]
Tao, Chen-Yang [1 ,2 ]
Zhou, Pei-Yun [1 ,2 ]
Huang, Run [1 ,2 ]
Gao, Jun [1 ,2 ]
Sun, Hai-Xiang [1 ,2 ]
Ding, Zhen-Bin [1 ,2 ]
Peng, Yuan-Fei [1 ,2 ]
Dai, Zhi [1 ,2 ]
Zhou, Jian [1 ,2 ,3 ,4 ,5 ,6 ]
Fan, Jia [1 ,2 ,3 ,4 ,5 ,6 ]
Shi, Ying-Hong [1 ,2 ,4 ]
机构
[1] Fudan Univ, Zhongshan Hosp, Liver Canc Inst, Dept Liver Surg & Transplantat, Shanghai, Peoples R China
[2] Minist Educ, Key Lab Carcinogenesis & Canc Invas, Shanghai, Peoples R China
[3] Fudan Univ, Inst Biomed Sci, Shanghai, Peoples R China
[4] Shanghai Key Lab Organ Transplantat, Shanghai, Peoples R China
[5] Fudan Univ, State Key Lab Genet Engn, Sch Life Sci, Shanghai, Peoples R China
[6] Fudan Univ, Collaborat Innovat Ctr Genet & Dev, Sch Life Sci, Shanghai, Peoples R China
基金
国家重点研发计划; 中国国家自然科学基金;
关键词
biomarker; ctDNA; hepatocellular carcinoma; tumor recurrence; GENE-EXPRESSION; MUTATIONS; CELLS; DIAGNOSIS; LANDSCAPE; CANCER;
D O I
10.1002/1878-0261.13105
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
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.
引用
收藏
页码:549 / 561
页数:13
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