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Integrated pan-cancer analysis and experimental verification of the roles of tropomyosin 4 in gastric cancer
OBJECTIVE: To investigate the function of tropomyosin 4 (TPM4) using pan-cancer data, especially in gastric cancer (GC), using comprehensive bioinformatics analysis and molecular experiments. METHODS: We used UCSC Xena, The Cancer Genome Atlas (TCGA), Genotype-Tissue Expression Project (GTEx), TIMER...
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/PMC10041708/ https://www.ncbi.nlm.nih.gov/pubmed/36993958 http://dx.doi.org/10.3389/fimmu.2023.1148056 |
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author | Guo, Qijing Zhao, Linglin Yan, Nan Li, Yan Guo, Cuiping Dang, Shengyan Shen, Xianliang Han, Jianfang Luo, Yushuang |
author_facet | Guo, Qijing Zhao, Linglin Yan, Nan Li, Yan Guo, Cuiping Dang, Shengyan Shen, Xianliang Han, Jianfang Luo, Yushuang |
author_sort | Guo, Qijing |
collection | PubMed |
description | OBJECTIVE: To investigate the function of tropomyosin 4 (TPM4) using pan-cancer data, especially in gastric cancer (GC), using comprehensive bioinformatics analysis and molecular experiments. METHODS: We used UCSC Xena, The Cancer Genome Atlas (TCGA), Genotype-Tissue Expression Project (GTEx), TIMER2.0, GEPIA, cBioPortal, Xiantao tool, and UALCAN websites and databases for the extraction of pan-cancer data on TPM4. TPM4 expression was investigated with respect to prognosis, genetic alterations, epigenetic alterations, and immune infiltration. RNA22, miRWalk, miRDB, Starbase 2.0, and Cytoscape were used for identifying and constructing the regulatory networks of lncRNAs, miRNAs, and TPM4 in GC. Data from GSCALite, drug bank databases, and Connectivity Map (CMap) were used to analyze the sensitivity of drugs dependent on TPM4 expression. Gene Ontology (GO), enrichment analyses of the Kyoto Encyclopedia of Genes and Genomes (KEGG), wound healing assays, and (Matrigel) transwell experiments were used to investigate the biological functions of TPM4 in GC. RESULT: The findings of the comprehensive pan-cancer analysis revealed that TPM4 has a certain diagnostic and prognosis value in most cancers. Alterations in the expression of TPM4, including duplications and deep mutations, and epigenetic alterations revealed that TPM4 expression is related to the expression of DNA methylation inhibitors and RNA methylation regulators at high concentrations. Besides, TPM4 expression was found to correlate with immune cell infiltration, immune checkpoint (ICP) gene expression, the tumor mutational burden (TMB), and microsatellite instability (MSI). Neoantigens (NEO) were also found to influence its response to immunotherapy. A lncRNA-miRNA -TPM4 network was found to regulate GC development and progression. TPM4 expression was related to docetaxel,5-fluorouracil, and eight small molecular targeted drugs sensitivity. Gene function enrichment analyses revealed that genes that were co-expressed with TPM4 were enriched within the extracellular matrix (ECM)-related pathways. Wound-healing and (Matrigel) transwell assays revealed that TPM4 promotes cell migration and invasion. TPM4, as an oncogene, plays a biological role, perhaps via ECM remodeling in GC. CONCLUSIONS: TPM4 is a prospective marker for the diagnosis, treatment outcome, immunology, chemotherapy, and small molecular drugs targeted for pan-cancer treatment, including GC treatment. The lncRNA-miRNA-TPM4network regulates the mechanism underlying GC progression. TPM4 may facilitate the invasion and migration of GC cells, possibly through ECM remodeling. |
format | Online Article Text |
id | pubmed-10041708 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-100417082023-03-28 Integrated pan-cancer analysis and experimental verification of the roles of tropomyosin 4 in gastric cancer Guo, Qijing Zhao, Linglin Yan, Nan Li, Yan Guo, Cuiping Dang, Shengyan Shen, Xianliang Han, Jianfang Luo, Yushuang Front Immunol Immunology OBJECTIVE: To investigate the function of tropomyosin 4 (TPM4) using pan-cancer data, especially in gastric cancer (GC), using comprehensive bioinformatics analysis and molecular experiments. METHODS: We used UCSC Xena, The Cancer Genome Atlas (TCGA), Genotype-Tissue Expression Project (GTEx), TIMER2.0, GEPIA, cBioPortal, Xiantao tool, and UALCAN websites and databases for the extraction of pan-cancer data on TPM4. TPM4 expression was investigated with respect to prognosis, genetic alterations, epigenetic alterations, and immune infiltration. RNA22, miRWalk, miRDB, Starbase 2.0, and Cytoscape were used for identifying and constructing the regulatory networks of lncRNAs, miRNAs, and TPM4 in GC. Data from GSCALite, drug bank databases, and Connectivity Map (CMap) were used to analyze the sensitivity of drugs dependent on TPM4 expression. Gene Ontology (GO), enrichment analyses of the Kyoto Encyclopedia of Genes and Genomes (KEGG), wound healing assays, and (Matrigel) transwell experiments were used to investigate the biological functions of TPM4 in GC. RESULT: The findings of the comprehensive pan-cancer analysis revealed that TPM4 has a certain diagnostic and prognosis value in most cancers. Alterations in the expression of TPM4, including duplications and deep mutations, and epigenetic alterations revealed that TPM4 expression is related to the expression of DNA methylation inhibitors and RNA methylation regulators at high concentrations. Besides, TPM4 expression was found to correlate with immune cell infiltration, immune checkpoint (ICP) gene expression, the tumor mutational burden (TMB), and microsatellite instability (MSI). Neoantigens (NEO) were also found to influence its response to immunotherapy. A lncRNA-miRNA -TPM4 network was found to regulate GC development and progression. TPM4 expression was related to docetaxel,5-fluorouracil, and eight small molecular targeted drugs sensitivity. Gene function enrichment analyses revealed that genes that were co-expressed with TPM4 were enriched within the extracellular matrix (ECM)-related pathways. Wound-healing and (Matrigel) transwell assays revealed that TPM4 promotes cell migration and invasion. TPM4, as an oncogene, plays a biological role, perhaps via ECM remodeling in GC. CONCLUSIONS: TPM4 is a prospective marker for the diagnosis, treatment outcome, immunology, chemotherapy, and small molecular drugs targeted for pan-cancer treatment, including GC treatment. The lncRNA-miRNA-TPM4network regulates the mechanism underlying GC progression. TPM4 may facilitate the invasion and migration of GC cells, possibly through ECM remodeling. Frontiers Media S.A. 2023-03-13 /pmc/articles/PMC10041708/ /pubmed/36993958 http://dx.doi.org/10.3389/fimmu.2023.1148056 Text en Copyright © 2023 Guo, Zhao, Yan, Li, Guo, Dang, Shen, Han and Luo 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 | Immunology Guo, Qijing Zhao, Linglin Yan, Nan Li, Yan Guo, Cuiping Dang, Shengyan Shen, Xianliang Han, Jianfang Luo, Yushuang Integrated pan-cancer analysis and experimental verification of the roles of tropomyosin 4 in gastric cancer |
title | Integrated pan-cancer analysis and experimental verification of the roles of tropomyosin 4 in gastric cancer |
title_full | Integrated pan-cancer analysis and experimental verification of the roles of tropomyosin 4 in gastric cancer |
title_fullStr | Integrated pan-cancer analysis and experimental verification of the roles of tropomyosin 4 in gastric cancer |
title_full_unstemmed | Integrated pan-cancer analysis and experimental verification of the roles of tropomyosin 4 in gastric cancer |
title_short | Integrated pan-cancer analysis and experimental verification of the roles of tropomyosin 4 in gastric cancer |
title_sort | integrated pan-cancer analysis and experimental verification of the roles of tropomyosin 4 in gastric cancer |
topic | Immunology |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10041708/ https://www.ncbi.nlm.nih.gov/pubmed/36993958 http://dx.doi.org/10.3389/fimmu.2023.1148056 |
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