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Metabolomics analysis of amino acid and fatty acids in colorectal cancer patients based on tandem mass spectrometry
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 di...
Autores principales: | , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
the Society for Free Radical Research Japan
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10493213/ https://www.ncbi.nlm.nih.gov/pubmed/37700848 http://dx.doi.org/10.3164/jcbn.22-110 |
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author | Zhao, Zhuo Bai, Jing Liu, Chang Wang, Yansong Wang, Shuang Zhao, Furong Gu, Qiufang |
author_facet | Zhao, Zhuo Bai, Jing Liu, Chang Wang, Yansong Wang, Shuang Zhao, Furong Gu, Qiufang |
author_sort | Zhao, Zhuo |
collection | PubMed |
description | 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. |
format | Online Article Text |
id | pubmed-10493213 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | the Society for Free Radical Research Japan |
record_format | MEDLINE/PubMed |
spelling | pubmed-104932132023-09-12 Metabolomics analysis of amino acid and fatty acids in colorectal cancer patients based on tandem mass spectrometry Zhao, Zhuo Bai, Jing Liu, Chang Wang, Yansong Wang, Shuang Zhao, Furong Gu, Qiufang J Clin Biochem Nutr Original Article 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. the Society for Free Radical Research Japan 2023-09 2023-09-01 /pmc/articles/PMC10493213/ /pubmed/37700848 http://dx.doi.org/10.3164/jcbn.22-110 Text en Copyright © 2023 JCBN https://creativecommons.org/licenses/by-nc-nd/4.0/This is an open access article distributed under the terms of the Creative Commons Attribution-NonCommercial-NoDerivatives License (http://creativecommons.org/licenses/by-nc-nd/4.0/ (https://creativecommons.org/licenses/by-nc-nd/4.0/) ). |
spellingShingle | Original Article Zhao, Zhuo Bai, Jing Liu, Chang Wang, Yansong Wang, Shuang Zhao, Furong Gu, Qiufang Metabolomics analysis of amino acid and fatty acids in colorectal cancer patients based on tandem mass spectrometry |
title | Metabolomics analysis of amino acid and fatty acids in colorectal cancer patients based on tandem mass spectrometry |
title_full | Metabolomics analysis of amino acid and fatty acids in colorectal cancer patients based on tandem mass spectrometry |
title_fullStr | Metabolomics analysis of amino acid and fatty acids in colorectal cancer patients based on tandem mass spectrometry |
title_full_unstemmed | Metabolomics analysis of amino acid and fatty acids in colorectal cancer patients based on tandem mass spectrometry |
title_short | Metabolomics analysis of amino acid and fatty acids in colorectal cancer patients based on tandem mass spectrometry |
title_sort | metabolomics analysis of amino acid and fatty acids in colorectal cancer patients based on tandem mass spectrometry |
topic | Original Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10493213/ https://www.ncbi.nlm.nih.gov/pubmed/37700848 http://dx.doi.org/10.3164/jcbn.22-110 |
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