Metabolomics Analysis in Serum from Patients with Colorectal Polyp and Colorectal Cancer by 1H-NMR Spectrometry

Colorectal cancer (CRC) is one of the leading causes of cancer-related death worldwide. Colorectal adenomatous polyps are at high risk for the development of CRC. In this report, we described the metabolic changes in the sera from patients with colorectal polyps and CRC by using the NMR-based metabo...

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Main Authors: Jinping Gu, Yaqing Xiao, Dan Shu, Xianrui Liang, Xiaomin Hu, Yuanyuan Xie, Donghai Lin, Hua Li
Format: Article
Language:English
Published: Hindawi Limited 2019-01-01
Series:Disease Markers
Online Access:http://dx.doi.org/10.1155/2019/3491852
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spelling doaj-25754fe8c27c46dfa8b93156131071112020-11-24T21:45:44ZengHindawi LimitedDisease Markers0278-02401875-86302019-01-01201910.1155/2019/34918523491852Metabolomics Analysis in Serum from Patients with Colorectal Polyp and Colorectal Cancer by 1H-NMR SpectrometryJinping Gu0Yaqing Xiao1Dan Shu2Xianrui Liang3Xiaomin Hu4Yuanyuan Xie5Donghai Lin6Hua Li7Key Laboratory for Green Pharmaceutical Technologies and Related Equipment of Ministry of Education, College of Pharmaceutical Sciences, Zhejiang University of Technology, Hangzhou, ChinaThe First Affiliated Hospital of Xiamen University, Xiamen University, Xiamen, ChinaKey Laboratory for Green Pharmaceutical Technologies and Related Equipment of Ministry of Education, College of Pharmaceutical Sciences, Zhejiang University of Technology, Hangzhou, ChinaKey Laboratory for Green Pharmaceutical Technologies and Related Equipment of Ministry of Education, College of Pharmaceutical Sciences, Zhejiang University of Technology, Hangzhou, ChinaDepartment of Pathology, University of Hong Kong, Hong KongKey Laboratory for Green Pharmaceutical Technologies and Related Equipment of Ministry of Education, College of Pharmaceutical Sciences, Zhejiang University of Technology, Hangzhou, ChinaHigh-Field NMR Research Center, MOE Key Laboratory of Spectrochemical Analysis & Instrumentation, College of Chemistry and Chemical Engineering, Xiamen University, Xiamen, ChinaThe First Affiliated Hospital of Xiamen University, Xiamen University, Xiamen, ChinaColorectal cancer (CRC) is one of the leading causes of cancer-related death worldwide. Colorectal adenomatous polyps are at high risk for the development of CRC. In this report, we described the metabolic changes in the sera from patients with colorectal polyps and CRC by using the NMR-based metabolomics. 110 serum samples were collected from patients and healthy controls, including 40 CRC patients, 32 colorectal polyp patients, and 38 healthy controls. The metabolic profiles and differential metabolites of sera were analyzed by multivariate statistical analysis (MSA), including principal component analysis (PCA), partial least squares discriminant analysis (PLS-DA), and orthogonal partial least squares discriminant analysis (OPLS-DA) methods. A total of 23 differential metabolites were identified from MSA. According to the pathway analysis and multivariate ROC curve-based exploratory analysis by using the relative concentrations of differential metabolites, we found abnormal metabolic pathways and potential biomarkers involved with the colorectal polyp and CRC. The results showed that the pyruvate metabolism and glycerolipid metabolism were activated in colorectal polyps. And the glycolysis and glycine, serine, and threonine metabolism were activated in CRC. The changed metabolism may promote cellular proliferation. In addition, we found that the rates of acetate/glycerol and lactate/citrate could be the potential biomarkers in colorectal polyp and CRC, respectively. The application of 1H-NMR metabolomics analysis in serum has interesting potential as a new detection and diagnostic tool for early diagnosis of CRC.http://dx.doi.org/10.1155/2019/3491852
collection DOAJ
language English
format Article
sources DOAJ
author Jinping Gu
Yaqing Xiao
Dan Shu
Xianrui Liang
Xiaomin Hu
Yuanyuan Xie
Donghai Lin
Hua Li
spellingShingle Jinping Gu
Yaqing Xiao
Dan Shu
Xianrui Liang
Xiaomin Hu
Yuanyuan Xie
Donghai Lin
Hua Li
Metabolomics Analysis in Serum from Patients with Colorectal Polyp and Colorectal Cancer by 1H-NMR Spectrometry
Disease Markers
author_facet Jinping Gu
Yaqing Xiao
Dan Shu
Xianrui Liang
Xiaomin Hu
Yuanyuan Xie
Donghai Lin
Hua Li
author_sort Jinping Gu
title Metabolomics Analysis in Serum from Patients with Colorectal Polyp and Colorectal Cancer by 1H-NMR Spectrometry
title_short Metabolomics Analysis in Serum from Patients with Colorectal Polyp and Colorectal Cancer by 1H-NMR Spectrometry
title_full Metabolomics Analysis in Serum from Patients with Colorectal Polyp and Colorectal Cancer by 1H-NMR Spectrometry
title_fullStr Metabolomics Analysis in Serum from Patients with Colorectal Polyp and Colorectal Cancer by 1H-NMR Spectrometry
title_full_unstemmed Metabolomics Analysis in Serum from Patients with Colorectal Polyp and Colorectal Cancer by 1H-NMR Spectrometry
title_sort metabolomics analysis in serum from patients with colorectal polyp and colorectal cancer by 1h-nmr spectrometry
publisher Hindawi Limited
series Disease Markers
issn 0278-0240
1875-8630
publishDate 2019-01-01
description Colorectal cancer (CRC) is one of the leading causes of cancer-related death worldwide. Colorectal adenomatous polyps are at high risk for the development of CRC. In this report, we described the metabolic changes in the sera from patients with colorectal polyps and CRC by using the NMR-based metabolomics. 110 serum samples were collected from patients and healthy controls, including 40 CRC patients, 32 colorectal polyp patients, and 38 healthy controls. The metabolic profiles and differential metabolites of sera were analyzed by multivariate statistical analysis (MSA), including principal component analysis (PCA), partial least squares discriminant analysis (PLS-DA), and orthogonal partial least squares discriminant analysis (OPLS-DA) methods. A total of 23 differential metabolites were identified from MSA. According to the pathway analysis and multivariate ROC curve-based exploratory analysis by using the relative concentrations of differential metabolites, we found abnormal metabolic pathways and potential biomarkers involved with the colorectal polyp and CRC. The results showed that the pyruvate metabolism and glycerolipid metabolism were activated in colorectal polyps. And the glycolysis and glycine, serine, and threonine metabolism were activated in CRC. The changed metabolism may promote cellular proliferation. In addition, we found that the rates of acetate/glycerol and lactate/citrate could be the potential biomarkers in colorectal polyp and CRC, respectively. The application of 1H-NMR metabolomics analysis in serum has interesting potential as a new detection and diagnostic tool for early diagnosis of CRC.
url http://dx.doi.org/10.1155/2019/3491852
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