1H NMR-based metabolomics reveal overlapping discriminatory metabolites and metabolic pathway disturbances between colorectal tumor tissues and fecal samples

被引:46
|
作者
Lin, Yan [1 ]
Ma, Changchun [2 ]
Bezabeh, Tedros [3 ]
Wang, Zhening [1 ]
Liang, Jiahao [1 ]
Huang, Yao [1 ]
Zhao, Jiayun [1 ]
Liu, Xinmu [4 ]
Ye, Wei [1 ]
Tang, Wan [1 ]
Ouyang, Ting [1 ]
Wu, Renhua [1 ]
机构
[1] Shantou Univ, Affiliated Hosp 2, Med Coll, Dept Radiol, Shantou 515041, Guangdong, Peoples R China
[2] Shantou Univ, Canc Hosp, Med Coll, Radiat Oncol, Shantou, Guangdong, Peoples R China
[3] Univ Guam, Coll Nat & Appl Sci, UOG Stn, Mangilao, GU USA
[4] Shantou Univ, Affiliated Hosp 2, Med Coll, Dept Surg, Shantou, Guangdong, Peoples R China
基金
中国国家自然科学基金;
关键词
colorectal cancer; colonic mucosa; feces; NMR-based metabolomics; metabolites; metabolic pathways; tumor tissues; MAGNETIC-RESONANCE-SPECTROSCOPY; COLON-CANCER; LUNG; EXPRESSION; CARCINOMA; PROFILES;
D O I
10.1002/ijc.32190
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
Previous studies have compared fecal metabolites from healthy and colorectal cancer (CRC) patients to predict the pro-CRC signatures. However, the systemic mechanistic link between feces and colonic tissues of CRC patients is still limited. The current study was a paralleled investigation of colonic tumor tissues and their normal adjacent tissues alongside patient-matched feces by using H-1 nuclear magnetic resonance spectroscopy combined with pattern recognition to investigate how fecal metabolic phenotypes are linked to the changes in colorectal tumor profiles. A set of overlapping discriminatory metabolites across feces and tumor tissues of CRC were identified, including elevated levels of lactate, glutamate, alanine, succinate and reduced amounts of butyrate. These changes could indicate the networks for metabolic pathway perturbations in CRC potentially involved in the disruptions of glucose and glycolytic metabolism, TCA cycle, glutaminolysis, and short chain fatty acids metabolism. Furthermore, changes in fecal acetate were positively correlated with alterations of glucose and myo-inositol in colorectal tumor tissues, implying enhanced energy production for rapid cell proliferation. Compared to other fecal metabolites, acetate demonstrated the highest diagnostic performance for diagnosing CRC, with an AUC of 0.843 in the training set, and a good predictive ability in the validation set. Overall, these associations provide evidence of distinct metabolic signatures and metabolic pathway disturbances between the colonic tissues and feces within the same individual, and changes of fecal metabolic signature could reflect the CRC tissue microenvironment, highlighting the significance of the distinct fecal metabolic profiles as potential novel and noninvasive relevant indicators for CRC detection.
引用
收藏
页码:1679 / 1689
页数:11
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