肝细胞癌
DNA甲基化
表观遗传学
医学
肿瘤科
甲基化
癌症研究
DNA
生物
基因
基因表达
遗传学
作者
Rui‐Hua Xu,Wei Wei,Michał Krawczyk,Wen‐qiu Wang,Hui Luo,Ken Flagg,Shaohua Yi,William Y. Shi,Qingli Quan,Kang Li,Lianghong Zheng,Heng Zhang,Bennett Adam Caughey,Qi Zhao,Jiayi Hou,Runze Zhang,Yanxin Xu,Huimin Cai,Gen Li,Rui Hou
出处
期刊:Nature Materials
[Nature Portfolio]
日期:2017-10-09
卷期号:16 (11): 1155-1161
被引量:731
摘要
An effective blood-based method for the diagnosis and prognosis of hepatocellular carcinoma (HCC) has not yet been developed. Circulating tumour DNA (ctDNA) carrying cancer-specific genetic and epigenetic aberrations may enable a noninvasive 'liquid biopsy' for diagnosis and monitoring of cancer. Here, we identified an HCC-specific methylation marker panel by comparing HCC tissue and normal blood leukocytes and showed that methylation profiles of HCC tumour DNA and matched plasma ctDNA are highly correlated. Using cfDNA samples from a large cohort of 1,098 HCC patients and 835 normal controls, we constructed a diagnostic prediction model that showed high diagnostic specificity and sensitivity (P < 0.001) and was highly correlated with tumour burden, treatment response, and stage. Additionally, we constructed a prognostic prediction model that effectively predicted prognosis and survival (P < 0.001). Together, these findings demonstrate in a large clinical cohort the utility of ctDNA methylation markers in the diagnosis, surveillance, and prognosis of HCC.
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