Metabolomics analysis of amino acid and fatty acids in colorectal cancer patients based on tandem mass spectrometry

肉碱 结直肠癌 代谢组学 内科学 医学 蛋氨酸 串联质谱法 肿瘤科 癌症 化学 氨基酸 胃肠病学 内分泌学 生物化学 生物信息学 生物 质谱法 色谱法
作者
Zhuo Zhao,Jing Bai,Chang Liu,Yansong Wang,Shuang Wang,Zhao Fu-rong,Qiufang Gu
出处
期刊:Journal of Clinical Biochemistry and Nutrition [Society for Free Radical Research Japan]
卷期号:73 (2): 161-171 被引量:2
标识
DOI:10.3164/jcbn.22-110
摘要

Metabolic differences between colorectal cancer (CRC) and NI (NI) play an important role in early diagnoses and in-time treatments. We investigated the metabolic alterations between CRC patients and NI, and identified some potential biomarkers, and these biomarkers might be used as indicators for diagnosis of CRC. In this study, there were 79 NI, 50 CRC I patients, 52 CRC II patients, 56 CRC III patients, and 52 CRC IV patients. MS-MS was used to measure the metabolic alterations. Univariate and multivariate data analysis and metabolic pathway analysis were applied to analyze metabolic data and determine differential metabolites. These indicators revealed that amino acid and fatty acids could separate these groups. Several metabolites indicated an excellent variables capability in the separation of CRC patients and NI. Ornithine, arginine, octadecanoyl carnitine, palmitoyl carnitine, adipoyl carnitine, and butyryl carnitine/propanoyl carnitine were selected to distinguish the CRC patients and NI. And methionine and propanoyl carnitine, were directly linked to different stages of CRC. Receiver operating characteristics curves and variables importance in projection both represented an excellent performance of these metabolites. In conclusion, we assessed the difference between CRC patients and NI, which supports guidelines for an early diagnosis and effective treatment.

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