组学
癌症
表观遗传学
结直肠癌
免疫系统
转录组
胎儿游离DNA
胃肠道癌
生物
基因组学
生物信息学
计算生物学
胃癌
癌细胞
细胞
肿瘤科
医学
内科学
基因
免疫学
基因组
DNA甲基化
基因表达
遗传学
怀孕
胎儿
产前诊断
作者
Yuhuan Tao,Shaozhen Xing,Shuai Zuo,Pengfei Bao,Yunfan Jin,Yu Li,Mingyang Li,Yingchao Wu,Shanwen Chen,Xiaojuan Wang,Yumin Zhu,Ying Feng,Xiaohua Douglas Zhang,Xianbo Wang,Qiaoran Xi,Qian Lu,Pengyuan Wang,Zhi John Lu
标识
DOI:10.1016/j.xcrm.2023.101281
摘要
Summary
During cancer progression, tumorigenic and immune signals are spread through circulating molecules, such as cell-free DNA (cfDNA) and cell-free RNA (cfRNA) in the blood. So far, they have not been comprehensively investigated in gastrointestinal cancers. Here, we profile 4 categories of cell-free omics data from patients with colorectal cancer and patients with stomach adenocarcinoma and then assay 15 types of genomic, epigenomic, and transcriptomic variations. We find that multi-omics data are more appropriate for detection of cancer genes compared with single-omics data. In particular, cfRNAs are more sensitive and informative than cfDNAs in terms of detection rate, enriched functional pathways, etc. Moreover, we identify several peripheral immune signatures that are suppressed in patients with cancer. Specifically, we establish a γδ-T cell score and a cancer-associated-fibroblast (CAF) score, providing insights into clinical statuses like cancer stage and survival. Overall, we reveal a cell-free multi-molecular landscape that is useful for blood monitoring in personalized cancer treatment.
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