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Transcriptomics analysis for the identification of potential age-related genes and cells associated with three major urogenital cancers
Age is one of the most important risk factors of the occurrence for tumor patients. The majority of patients with urogenital cancers are the elderly, whose clinical characteristics are greatly affected by age and ageing. Our study aimed to explore age-related genes, cells, and biological changes in...
Autores principales: | , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7803945/ https://www.ncbi.nlm.nih.gov/pubmed/33436826 http://dx.doi.org/10.1038/s41598-020-80065-y |
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author | Cao, Jinlong Li, Jianpeng Yang, Xin Li, Pan Yao, Zhiqiang Han, Dali Ying, Lijun Wang, Lijie Tian, Junqiang |
author_facet | Cao, Jinlong Li, Jianpeng Yang, Xin Li, Pan Yao, Zhiqiang Han, Dali Ying, Lijun Wang, Lijie Tian, Junqiang |
author_sort | Cao, Jinlong |
collection | PubMed |
description | Age is one of the most important risk factors of the occurrence for tumor patients. The majority of patients with urogenital cancers are the elderly, whose clinical characteristics are greatly affected by age and ageing. Our study aimed to explore age-related genes, cells, and biological changes in three common urogenital cancers via integrative bioinformatics analysis. First, mRNA (count format) and clinical data for bladder cancer, prostate cancer and renal cell carcinoma were downloaded from the Cancer Genome Atlas (TCGA). Through the comparison of clinicopathological characteristics, genes expression and cells infiltration between the old group and the young group, it was found that the clinical characteristics, genes and cells in the tumor microenvironment of different ages were quite different. And 4 key cells, 14 hub genes and some potential pathways were identified and considered as important factors. More importantly, we analyzed the differential landscape of the genes and cells from different perspectives, and confirmed its importance. In conclusion, we identified genes and cell types associated with age-related changes in the tumour microenvironment in urogenital cancer patients. These genes and cell types may play a critical role in the age-associated differences in clinicopathological characteristics among urogenital cancers, thus providing a link between ageing and cancer occurrence. The findings of this study may pave the way for the development of age-tailored approaches to treat cancer and other age-related diseases. |
format | Online Article Text |
id | pubmed-7803945 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-78039452021-01-13 Transcriptomics analysis for the identification of potential age-related genes and cells associated with three major urogenital cancers Cao, Jinlong Li, Jianpeng Yang, Xin Li, Pan Yao, Zhiqiang Han, Dali Ying, Lijun Wang, Lijie Tian, Junqiang Sci Rep Article Age is one of the most important risk factors of the occurrence for tumor patients. The majority of patients with urogenital cancers are the elderly, whose clinical characteristics are greatly affected by age and ageing. Our study aimed to explore age-related genes, cells, and biological changes in three common urogenital cancers via integrative bioinformatics analysis. First, mRNA (count format) and clinical data for bladder cancer, prostate cancer and renal cell carcinoma were downloaded from the Cancer Genome Atlas (TCGA). Through the comparison of clinicopathological characteristics, genes expression and cells infiltration between the old group and the young group, it was found that the clinical characteristics, genes and cells in the tumor microenvironment of different ages were quite different. And 4 key cells, 14 hub genes and some potential pathways were identified and considered as important factors. More importantly, we analyzed the differential landscape of the genes and cells from different perspectives, and confirmed its importance. In conclusion, we identified genes and cell types associated with age-related changes in the tumour microenvironment in urogenital cancer patients. These genes and cell types may play a critical role in the age-associated differences in clinicopathological characteristics among urogenital cancers, thus providing a link between ageing and cancer occurrence. The findings of this study may pave the way for the development of age-tailored approaches to treat cancer and other age-related diseases. Nature Publishing Group UK 2021-01-12 /pmc/articles/PMC7803945/ /pubmed/33436826 http://dx.doi.org/10.1038/s41598-020-80065-y Text en © The Author(s) 2021 Open Access This 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/. |
spellingShingle | Article Cao, Jinlong Li, Jianpeng Yang, Xin Li, Pan Yao, Zhiqiang Han, Dali Ying, Lijun Wang, Lijie Tian, Junqiang Transcriptomics analysis for the identification of potential age-related genes and cells associated with three major urogenital cancers |
title | Transcriptomics analysis for the identification of potential age-related genes and cells associated with three major urogenital cancers |
title_full | Transcriptomics analysis for the identification of potential age-related genes and cells associated with three major urogenital cancers |
title_fullStr | Transcriptomics analysis for the identification of potential age-related genes and cells associated with three major urogenital cancers |
title_full_unstemmed | Transcriptomics analysis for the identification of potential age-related genes and cells associated with three major urogenital cancers |
title_short | Transcriptomics analysis for the identification of potential age-related genes and cells associated with three major urogenital cancers |
title_sort | transcriptomics analysis for the identification of potential age-related genes and cells associated with three major urogenital cancers |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7803945/ https://www.ncbi.nlm.nih.gov/pubmed/33436826 http://dx.doi.org/10.1038/s41598-020-80065-y |
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