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A Metabolomic Study to Identify Potential Tissue Biomarkers for Indomethacin-Induced Gastric Ulcer in Rats

BACKGROUND: Gastric Ulcer (GU) is the most prevalent gastrointestinal disorder induced by various factors and Non-Steroid Anti-Inflammatory Drugs (NSAIDs) as one of the most common reasons. Due to the absence of appropriate molecular markers for GU, the aim of this study was to utilize a metabolomic...

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Autores principales: Farrokhi Yekta, Reyhaneh, Amiri-Dashatan, Nasrin, Koushki, Mehdi, Dadpay, Masoomeh, Goshadrou, Fatemeh
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Avicenna Research Institute 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6925398/
https://www.ncbi.nlm.nih.gov/pubmed/31908738
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author Farrokhi Yekta, Reyhaneh
Amiri-Dashatan, Nasrin
Koushki, Mehdi
Dadpay, Masoomeh
Goshadrou, Fatemeh
author_facet Farrokhi Yekta, Reyhaneh
Amiri-Dashatan, Nasrin
Koushki, Mehdi
Dadpay, Masoomeh
Goshadrou, Fatemeh
author_sort Farrokhi Yekta, Reyhaneh
collection PubMed
description BACKGROUND: Gastric Ulcer (GU) is the most prevalent gastrointestinal disorder induced by various factors and Non-Steroid Anti-Inflammatory Drugs (NSAIDs) as one of the most common reasons. Due to the absence of appropriate molecular markers for GU, the aim of this study was to utilize a metabolomics approach in order to find potential metabolite markers for the disease. METHODS: Stomach tissue samples from indomethacin-treated rats and normal controls were used to perform a 1H-NMR metabolomics study. The altered metabolites were identified using random forest multivariate analysis. RESULTS: ROC curves showed that the random forest model had a good predictive performance with AUC of 1 for the test and 0.708 for the training sets. Seventeen differentially expressed metabolites were found between GU and normal tissue sample. These metabolites included trimethylamine, betaine, carnitine, methionine, acetylcho line, choline, N,N-Dimethylglycine, cis-aconitate, tryptophan, spermidine, acetylcarnitine, creatinine, pantothenate, taurine, isoleucine, glucose and kynurenine. CONCLUSION: The results of the study demonstrated that metabolomics approach could serve as a viable method to find potential markers for GU. Surely, further studies are needed for the validation of the results.
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spelling pubmed-69253982020-01-06 A Metabolomic Study to Identify Potential Tissue Biomarkers for Indomethacin-Induced Gastric Ulcer in Rats Farrokhi Yekta, Reyhaneh Amiri-Dashatan, Nasrin Koushki, Mehdi Dadpay, Masoomeh Goshadrou, Fatemeh Avicenna J Med Biotechnol Original Article BACKGROUND: Gastric Ulcer (GU) is the most prevalent gastrointestinal disorder induced by various factors and Non-Steroid Anti-Inflammatory Drugs (NSAIDs) as one of the most common reasons. Due to the absence of appropriate molecular markers for GU, the aim of this study was to utilize a metabolomics approach in order to find potential metabolite markers for the disease. METHODS: Stomach tissue samples from indomethacin-treated rats and normal controls were used to perform a 1H-NMR metabolomics study. The altered metabolites were identified using random forest multivariate analysis. RESULTS: ROC curves showed that the random forest model had a good predictive performance with AUC of 1 for the test and 0.708 for the training sets. Seventeen differentially expressed metabolites were found between GU and normal tissue sample. These metabolites included trimethylamine, betaine, carnitine, methionine, acetylcho line, choline, N,N-Dimethylglycine, cis-aconitate, tryptophan, spermidine, acetylcarnitine, creatinine, pantothenate, taurine, isoleucine, glucose and kynurenine. CONCLUSION: The results of the study demonstrated that metabolomics approach could serve as a viable method to find potential markers for GU. Surely, further studies are needed for the validation of the results. Avicenna Research Institute 2019 /pmc/articles/PMC6925398/ /pubmed/31908738 Text en Copyright© 2019 Avicenna Research Institute http://creativecommons.org/licenses/by/3.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Original Article
Farrokhi Yekta, Reyhaneh
Amiri-Dashatan, Nasrin
Koushki, Mehdi
Dadpay, Masoomeh
Goshadrou, Fatemeh
A Metabolomic Study to Identify Potential Tissue Biomarkers for Indomethacin-Induced Gastric Ulcer in Rats
title A Metabolomic Study to Identify Potential Tissue Biomarkers for Indomethacin-Induced Gastric Ulcer in Rats
title_full A Metabolomic Study to Identify Potential Tissue Biomarkers for Indomethacin-Induced Gastric Ulcer in Rats
title_fullStr A Metabolomic Study to Identify Potential Tissue Biomarkers for Indomethacin-Induced Gastric Ulcer in Rats
title_full_unstemmed A Metabolomic Study to Identify Potential Tissue Biomarkers for Indomethacin-Induced Gastric Ulcer in Rats
title_short A Metabolomic Study to Identify Potential Tissue Biomarkers for Indomethacin-Induced Gastric Ulcer in Rats
title_sort metabolomic study to identify potential tissue biomarkers for indomethacin-induced gastric ulcer in rats
topic Original Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6925398/
https://www.ncbi.nlm.nih.gov/pubmed/31908738
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