Discovery and Validation of Novel Biomarkers for Colorectal Neoplasia Detection via Plasma Metabolomics

代谢组学 结直肠癌 生物标志物发现 计算生物学 医学 内科学 化学 色谱法 生物 癌症 蛋白质组学 生物化学 基因
作者
Jianv Huang,Le Wang,Xiang Zhang,Xinyi Liu,Junyan Miao,Yuefan Shen,Chengqu Fu,Xianxiu Ge,Xue Wang,Jiancong Hu,Guanman Li,Yang Sun,Yinglei Miao,Juncheng Dai,Lingbin Du,Hongxia Ma,Guangfu Jin,Ni Li,Lin Miao,Zhibin Hu
出处
期刊:MedComm [Wiley]
卷期号:6 (6)
标识
DOI:10.1002/mco2.70201
摘要

Metabolic disturbance plays a critical role in the initiation of colorectal cancer (CRC), yet the identification of metabolites that are useful for early detection of CRC and its precursor lesions remains elusive. We conducted an untargeted plasma metabolomic profiling by liquid chromatography-mass spectrometry in a two-stage case-control study, including 219 CRC cases, 164 colorectal adenoma (CRA) cases, and 219 normal controls (NC) as a training set, and 91 CRC, 115 CRA, and 109 NC as a validation set. Among 891 named metabolites, 239 were significantly altered in CRC versus NC, 26 in CRA versus NC, and 88 in CRC versus CRA within the training set. The results were stable when adjusting for potential confounders. A panel of 10 metabolites, including six lipid species, one benzenoid, one organoheterocyclic compound, one organic acid derivative, and one organic oxygen compound, showed optimal performance in discriminating CRC from NC (AUC = 0.81) in the validation. Moreover, a panel of seven metabolites exhibited optimal performance in discriminating CRA from NC, with an AUC of 0.89. Our findings provide novel evidence supporting specific plasma metabolites, particularly those implicated in lipid metabolism, as promising biomarkers for the early detection of CRC.

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