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Genomic signature of MTOR could be an immunogenicity marker in human colorectal cancer
BACKGROUND: The mTOR signaling pathway plays an important role in cancer. As a master regulator, the status of MTOR affects pathway activity and the efficacy of mTOR inhibitor therapy. However, little research has been performed to explore MTOR in colorectal cancer (CRC). METHODS: In this study, gen...
Autores principales: | , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9327395/ https://www.ncbi.nlm.nih.gov/pubmed/35883111 http://dx.doi.org/10.1186/s12885-022-09901-w |
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author | Wang, Chenxing Aikemu, Batuer Shao, Yanfei Zhang, Sen Yang, Guang Hong, Hiju Huang, Ling Jia, Hongtao Yang, Xiao Zheng, Minhua Sun, Jing Li, Jianwen |
author_facet | Wang, Chenxing Aikemu, Batuer Shao, Yanfei Zhang, Sen Yang, Guang Hong, Hiju Huang, Ling Jia, Hongtao Yang, Xiao Zheng, Minhua Sun, Jing Li, Jianwen |
author_sort | Wang, Chenxing |
collection | PubMed |
description | BACKGROUND: The mTOR signaling pathway plays an important role in cancer. As a master regulator, the status of MTOR affects pathway activity and the efficacy of mTOR inhibitor therapy. However, little research has been performed to explore MTOR in colorectal cancer (CRC). METHODS: In this study, gene expression and clinical data were analyzed using The Cancer Genome Atlas (TCGA) and the Gene Expression Omnibus (GEO) databases. Signaling pathways related to MTOR in CRC were identified by Gene Ontology (GO), Kyoto Encyclopedia of Genes and Genomes (KEGG), and gene set enrichment analysis (GSEA). Somatic mutation data were downloaded from TCGA and analyzed using the maftools R package. Tumor Immune Estimation Resource (TIMER) and CIBERSORT were used to analyze correlations between MTOR and tumor-infiltrating immune cells (TIICs). Finally, we detected MTOR mutations in a CRC cohort from our database using whole-exome sequencing. RESULTS: We found that MTOR was overexpressed in Asian CRC patients and associated with a poor prognosis. Enrichment analysis showed that MTOR was involved in metabolism, cell adhesion, and translation pathways in CRC. High MTOR expression was correlated with high tumor mutation burden (TMB) and several TIICs. Finally, we found that the mTOR signaling pathway was activated in CRC lines characterized by microsatellite instability (MSI), and the frequency of MTOR mutations was higher in MSI-high (MSI-H) patients than in microsatellite stable (MSS) patients. CONCLUSIONS: MTOR may represent a comprehensive indicator of prognosis and immunological status in CRC. The genomic signatures of MTOR may provide guidance for exploring the role of mTOR inhibitors in CRC. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12885-022-09901-w. |
format | Online Article Text |
id | pubmed-9327395 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-93273952022-07-28 Genomic signature of MTOR could be an immunogenicity marker in human colorectal cancer Wang, Chenxing Aikemu, Batuer Shao, Yanfei Zhang, Sen Yang, Guang Hong, Hiju Huang, Ling Jia, Hongtao Yang, Xiao Zheng, Minhua Sun, Jing Li, Jianwen BMC Cancer Research Article BACKGROUND: The mTOR signaling pathway plays an important role in cancer. As a master regulator, the status of MTOR affects pathway activity and the efficacy of mTOR inhibitor therapy. However, little research has been performed to explore MTOR in colorectal cancer (CRC). METHODS: In this study, gene expression and clinical data were analyzed using The Cancer Genome Atlas (TCGA) and the Gene Expression Omnibus (GEO) databases. Signaling pathways related to MTOR in CRC were identified by Gene Ontology (GO), Kyoto Encyclopedia of Genes and Genomes (KEGG), and gene set enrichment analysis (GSEA). Somatic mutation data were downloaded from TCGA and analyzed using the maftools R package. Tumor Immune Estimation Resource (TIMER) and CIBERSORT were used to analyze correlations between MTOR and tumor-infiltrating immune cells (TIICs). Finally, we detected MTOR mutations in a CRC cohort from our database using whole-exome sequencing. RESULTS: We found that MTOR was overexpressed in Asian CRC patients and associated with a poor prognosis. Enrichment analysis showed that MTOR was involved in metabolism, cell adhesion, and translation pathways in CRC. High MTOR expression was correlated with high tumor mutation burden (TMB) and several TIICs. Finally, we found that the mTOR signaling pathway was activated in CRC lines characterized by microsatellite instability (MSI), and the frequency of MTOR mutations was higher in MSI-high (MSI-H) patients than in microsatellite stable (MSS) patients. CONCLUSIONS: MTOR may represent a comprehensive indicator of prognosis and immunological status in CRC. The genomic signatures of MTOR may provide guidance for exploring the role of mTOR inhibitors in CRC. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12885-022-09901-w. BioMed Central 2022-07-26 /pmc/articles/PMC9327395/ /pubmed/35883111 http://dx.doi.org/10.1186/s12885-022-09901-w Text en © The Author(s) 2022 https://creativecommons.org/licenses/by/4.0/Open AccessThis article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/ (https://creativecommons.org/publicdomain/zero/1.0/) ) applies to the data made available in this article, unless otherwise stated in a credit line to the data. |
spellingShingle | Research Article Wang, Chenxing Aikemu, Batuer Shao, Yanfei Zhang, Sen Yang, Guang Hong, Hiju Huang, Ling Jia, Hongtao Yang, Xiao Zheng, Minhua Sun, Jing Li, Jianwen Genomic signature of MTOR could be an immunogenicity marker in human colorectal cancer |
title | Genomic signature of MTOR could be an immunogenicity marker in human colorectal cancer |
title_full | Genomic signature of MTOR could be an immunogenicity marker in human colorectal cancer |
title_fullStr | Genomic signature of MTOR could be an immunogenicity marker in human colorectal cancer |
title_full_unstemmed | Genomic signature of MTOR could be an immunogenicity marker in human colorectal cancer |
title_short | Genomic signature of MTOR could be an immunogenicity marker in human colorectal cancer |
title_sort | genomic signature of mtor could be an immunogenicity marker in human colorectal cancer |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9327395/ https://www.ncbi.nlm.nih.gov/pubmed/35883111 http://dx.doi.org/10.1186/s12885-022-09901-w |
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