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

IF 2 4区 医学 Q3 NUTRITION & DIETETICS Journal of Clinical Biochemistry and Nutrition Pub Date : 2023-09-01 DOI:10.3164/jcbn.22-110
Zhuo Zhao, Jing Bai, Chang Liu, Yansong Wang, Shuang Wang, Furong Zhao, Qiufang Gu
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Abstract

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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基于串联质谱法的结直肠癌患者氨基酸和脂肪酸代谢组学分析。
结直肠癌(CRC)和NI (NI)之间的代谢差异对早期诊断和及时治疗具有重要意义。我们研究了结直肠癌患者与NI之间的代谢变化,并发现了一些潜在的生物标志物,这些生物标志物可能作为结直肠癌诊断的指标。本研究中,NI患者79例,CRC I患者50例,CRC II患者52例,CRC III患者56例,CRC IV患者52例。采用质谱联用法测定代谢变化。采用单因素和多因素数据分析以及代谢途径分析对代谢数据进行分析,确定差异代谢物。这些指标表明氨基酸和脂肪酸可以分离这些基团。几种代谢物在分离CRC患者和NI方面表现出良好的变量能力。选择鸟氨酸、精氨酸、十八烷酰肉毒碱、棕榈酰肉毒碱、己脂酰肉毒碱和丁基肉毒碱/丙酰肉毒碱来区分CRC患者和NI。蛋氨酸和丙酰肉碱与结直肠癌的不同阶段直接相关。接受者工作特征曲线和变量在投影中的重要性都代表了这些代谢物的优异性能。总之,我们评估了结直肠癌患者和NI患者之间的差异,这为早期诊断和有效治疗提供了指导。
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来源期刊
CiteScore
4.30
自引率
8.30%
发文量
57
审稿时长
6-12 weeks
期刊介绍: Journal of Clinical Biochemistry and Nutrition (JCBN) is an international, interdisciplinary publication encompassing chemical, biochemical, physiological, pathological, toxicological and medical approaches to research on lipid peroxidation, free radicals, oxidative stress and nutrition. The Journal welcomes original contributions dealing with all aspects of clinical biochemistry and clinical nutrition including both in vitro and in vivo studies.
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