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Genomic analysis of matrix metalloproteinases affecting the prognosis and immunogenic profile of gastric cancer
This study systematically and comprehensively analyzed the characteristics of matrix metalloproteinases (MMPs) in gastric cancer (GC) and revealed the relationship between MMPs and prognoses, clinicopathological features, tumor microenvironment, gene mutations, and drug therapy response in patients...
Autores principales: | , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2023
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Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10151559/ https://www.ncbi.nlm.nih.gov/pubmed/37144126 http://dx.doi.org/10.3389/fgene.2023.1128088 |
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author | Yuan, Chaofeng Yuan, Jialin Xiao, Huijie Li, Haitao Jiang, Yang Zhai, Rongnan Zhai, Jinjing Xing, Hua Huang, Jiannan |
author_facet | Yuan, Chaofeng Yuan, Jialin Xiao, Huijie Li, Haitao Jiang, Yang Zhai, Rongnan Zhai, Jinjing Xing, Hua Huang, Jiannan |
author_sort | Yuan, Chaofeng |
collection | PubMed |
description | This study systematically and comprehensively analyzed the characteristics of matrix metalloproteinases (MMPs) in gastric cancer (GC) and revealed the relationship between MMPs and prognoses, clinicopathological features, tumor microenvironment, gene mutations, and drug therapy response in patients with GC. Based on the mRNA expression profiles of 45 MMP-related genes in GC, we established a model that classified GC patients into three groups based on cluster analysis of the mRNA expression profiles. The 3 groups of GC patients showed significantly different prognoses as well as tumor microenvironmental characteristics. Next, we used Boruta’s algorithm and PCA method to establish an MMP scoring system and found that lower MMP scores were associated with better prognoses, lower clinical stages, better immune cell infiltration, lower degrees of immune dysfunction and rejection, and more genetic mutations. Whereas a high MMP score was the opposite. These observations were further validated with data from other datasets, showing the robustness of our MMP scoring system. Overall, MMP could be involved in the tumor microenvironment (TME), clinical features, and prognosis of GC. An in-depth study of MMP patterns can better understand the indispensable role of MMP in the development of GC and reasonably assess the survival prognosis, clinicopathological features, and drug efficacy of different patients, thus providing clinicians with a broader vision of GC progression and treatment. |
format | Online Article Text |
id | pubmed-10151559 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-101515592023-05-03 Genomic analysis of matrix metalloproteinases affecting the prognosis and immunogenic profile of gastric cancer Yuan, Chaofeng Yuan, Jialin Xiao, Huijie Li, Haitao Jiang, Yang Zhai, Rongnan Zhai, Jinjing Xing, Hua Huang, Jiannan Front Genet Genetics This study systematically and comprehensively analyzed the characteristics of matrix metalloproteinases (MMPs) in gastric cancer (GC) and revealed the relationship between MMPs and prognoses, clinicopathological features, tumor microenvironment, gene mutations, and drug therapy response in patients with GC. Based on the mRNA expression profiles of 45 MMP-related genes in GC, we established a model that classified GC patients into three groups based on cluster analysis of the mRNA expression profiles. The 3 groups of GC patients showed significantly different prognoses as well as tumor microenvironmental characteristics. Next, we used Boruta’s algorithm and PCA method to establish an MMP scoring system and found that lower MMP scores were associated with better prognoses, lower clinical stages, better immune cell infiltration, lower degrees of immune dysfunction and rejection, and more genetic mutations. Whereas a high MMP score was the opposite. These observations were further validated with data from other datasets, showing the robustness of our MMP scoring system. Overall, MMP could be involved in the tumor microenvironment (TME), clinical features, and prognosis of GC. An in-depth study of MMP patterns can better understand the indispensable role of MMP in the development of GC and reasonably assess the survival prognosis, clinicopathological features, and drug efficacy of different patients, thus providing clinicians with a broader vision of GC progression and treatment. Frontiers Media S.A. 2023-04-18 /pmc/articles/PMC10151559/ /pubmed/37144126 http://dx.doi.org/10.3389/fgene.2023.1128088 Text en Copyright © 2023 Yuan, Yuan, Xiao, Li, Jiang, Zhai, Zhai, Xing and Huang. https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms. |
spellingShingle | Genetics Yuan, Chaofeng Yuan, Jialin Xiao, Huijie Li, Haitao Jiang, Yang Zhai, Rongnan Zhai, Jinjing Xing, Hua Huang, Jiannan Genomic analysis of matrix metalloproteinases affecting the prognosis and immunogenic profile of gastric cancer |
title | Genomic analysis of matrix metalloproteinases affecting the prognosis and immunogenic profile of gastric cancer |
title_full | Genomic analysis of matrix metalloproteinases affecting the prognosis and immunogenic profile of gastric cancer |
title_fullStr | Genomic analysis of matrix metalloproteinases affecting the prognosis and immunogenic profile of gastric cancer |
title_full_unstemmed | Genomic analysis of matrix metalloproteinases affecting the prognosis and immunogenic profile of gastric cancer |
title_short | Genomic analysis of matrix metalloproteinases affecting the prognosis and immunogenic profile of gastric cancer |
title_sort | genomic analysis of matrix metalloproteinases affecting the prognosis and immunogenic profile of gastric cancer |
topic | Genetics |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10151559/ https://www.ncbi.nlm.nih.gov/pubmed/37144126 http://dx.doi.org/10.3389/fgene.2023.1128088 |
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