Lian Shifeng, Lu Chenyu, Li Fugui, Yu Xia, Ai Limei, Wu Biaohua, Gong Xueyi, Zhou Wenjing, Xie Yulong, Du Yun, Quan Wen, Wang Panpan, Deng Li, Liang Xuejun, Zhan Jiyun, Yuan Yong, Fang Fang, Liu Zhiwei, Ji Mingfang, Zheng Zongli
Ming Wai Lau Centre for Reparative Medicine, Karolinska Institutet, Sha Tin, Hong Kong SAR of the People's Republic of China.
Unit of Integrative Epidemiology, Institute of Environmental Medicine, Karolinska Institutet, Stockholm, Sweden.
iScience. 2024 Apr 9;27(5):109701. doi: 10.1016/j.isci.2024.109701. eCollection 2024 May 17.
Genome-wide circulating cell-free DNA (ccfDNA) fragmentation for cancer detection has been rarely evaluated using blood samples collected before cancer diagnosis. To evaluate ccfDNA fragmentation for detecting early hepatocellular carcinoma (HCC), we first modeled and tested using hospitalized HCC patients and then evaluated in a population-based study. A total of 427 samples were analyzed, including 270 samples collected prior to HCC diagnosis from a population-based study. Our model distinguished hospital HCC patients from controls excellently (area under curve 0.999). A high ccfDNA fragmentation score was highly associated with an advanced tumor stage and a shorter survival. In evaluation, the model showed increasing sensitivities in detecting HCC using 'pre-samples' collected ≥4 years (8.3%), 3-4 years (20.0%), 2-3 years (31.0%), 1-2 years (35.0%), and 0-1 year (36.4%) before diagnosis. These findings suggested ccfDNA fragmentation is sensitive in clinical HCC detection and might be helpful in screening early HCC.
用于癌症检测的全基因组循环游离DNA(ccfDNA)片段化情况,很少使用癌症诊断前采集的血液样本进行评估。为了评估ccfDNA片段化用于检测早期肝细胞癌(HCC)的情况,我们首先利用住院的HCC患者进行建模和测试,然后在一项基于人群的研究中进行评估。共分析了427份样本,其中包括在一项基于人群的研究中于HCC诊断前采集的270份样本。我们的模型能很好地区分住院的HCC患者与对照组(曲线下面积为0.999)。高ccfDNA片段化评分与肿瘤晚期和较短生存期高度相关。在评估中,该模型在使用诊断前≥4年(8.3%)、3 - 4年(20.0%)、2 - 3年(31.0%)、1 - 2年(35.0%)和0 - 1年(36.4%)采集的“预样本”检测HCC时显示出敏感性不断增加。这些发现表明ccfDNA片段化在临床HCC检测中具有敏感性,可能有助于早期HCC的筛查。