RETRACTED: Distinct Urinary Metabolic Biomarkers of Human Colorectal Cancer (Retracted Article)

被引:6
|
作者
Zhu, Chang [1 ,2 ]
Huang, Fengjie [3 ]
Li, Yang [1 ,2 ]
Zhu, Chaowei [1 ,2 ]
Zhou, Kejun [3 ]
Xie, Haihui [2 ,4 ]
Xia, Ligang [1 ,2 ]
Xie, Guoxiang [3 ]
机构
[1] Jinan Univ, Clin Med Coll 2, Shenzhen Peoples Hosp, Dept Gastrointestinal Surg, Shenzhen 518020, Guangdong, Peoples R China
[2] Southern Univ Sci & Technol, Affiliated Hosp 1, Shenzhen 518020, Guangdong, Peoples R China
[3] Human Metabol Inst Inc, Shenzhen 518109, Guangdong, Peoples R China
[4] Jinan Univ, Clin Med Coll 2, Shenzhen Peoples Hosp, Dept Gynaecol, Shenzhen 518020, Guangdong, Peoples R China
关键词
MAS NMR-SPECTROSCOPY; SERUM; CARCINOMA; PATHWAY;
D O I
10.1155/2022/1758113
中图分类号
Q81 [生物工程学(生物技术)]; Q93 [微生物学];
学科分类号
071005 ; 0836 ; 090102 ; 100705 ;
摘要
Colorectal cancer (CRC) is one of the most commonly diagnosed cancers with high mortality rate due to its poor diagnosis in the early stage. Here, we report a urinary metabolomic study on a cohort of CRC patients (n =67) and healthy controls (n =21) using ultraperformance liquid chromatography triple quadrupole mass spectrometry. Pathway analysis showed that a series of pathways that belong to amino acid metabolism, carbohydrate metabolism, and lipid metabolism were dysregulated, for instance the glycine, serine and threonine metabolism, alanine, aspartate and glutamate metabolism, glyoxylate and dicarboxylate metabolism, glycolysis, and TCA cycle. A total of 48 differential metabolites were identified in CRC compared to controls. A panel of 12 biomarkers composed of chenodeoxycholic acid, vanillic acid, adenosine monophosphate, glycolic acid, histidine, azelaic acid, hydroxypropionic acid, glycine, 3,4-dihydroxymandelic acid, 4-hydroxybenzoic acid, oxoglutaric acid, and homocitrulline were identified by Random Forest (RF), Support Vector Machine (SVM), and Boruta analysis classification model and validated by Gradient Boosting (GB), Logistic Regression (LR), and Random Forest diagnostic model, which were able to discriminate CRC subjects from healthy controls. These urinary metabolic biomarkers provided a novel and promising molecular approach for the early diagnosis of CRC.
引用
收藏
页数:18
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