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Shared sex hormone metabolism-related gene prognostic index between breast and endometrial cancers
AIMS: As sex hormone-dependent tumors, it remains to be clarified whether there is a common genetic signature and its value between breast and endometrial cancers. The aim of this study was to establish the shared sex hormone metabolism-related gene prognostic index (SHMRGPI) between breast and endo...
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/PMC9895087/ https://www.ncbi.nlm.nih.gov/pubmed/36742386 http://dx.doi.org/10.3389/fendo.2023.1126862 |
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author | Duan, Junyi Liu, Chenan Yi, Jiahong Wang, Yun |
author_facet | Duan, Junyi Liu, Chenan Yi, Jiahong Wang, Yun |
author_sort | Duan, Junyi |
collection | PubMed |
description | AIMS: As sex hormone-dependent tumors, it remains to be clarified whether there is a common genetic signature and its value between breast and endometrial cancers. The aim of this study was to establish the shared sex hormone metabolism-related gene prognostic index (SHMRGPI) between breast and endometrial cancers and to analyze its potential role in the therapeutic and prognostic assessment of endometrial cancers. METHODS: Using transcriptome data from TCGA, tumor-associated gene modules were identified by weighted gene co-expression network analysis, and the intersection of module genes with female sex hormone synthesis and metabolism genes was defined as sex hormone metabolism-related gene. SHMRGPI was established by the least absolute shrinkage and selection operator and Cox regression. Its prognostic value of patients with endometrial cancer was validated, and a nomogram was constructed. We further investigated the relationship between SHMRGPI groups and clinicopathological features, immune infiltration, tumor mutation burden, and drug sensitivity. RESULTS: A total of 8 sex hormone metabolism-related gene were identified as key genes for the construction of prognostic models. Based on SHMRGPI, endometrial cancer patients were divided into high and low SHMRGPI groups. Patients in the low SHMRGPI group had longer overall survival (OS) compared with the high group (P< 0.05). Furthermore, we revealed significant differences between SHMRGPI groups as regards tumor immune cell infiltration, somatic mutation, microsatellite instability and drug sensitivity. Patients with low SHMRGPI may be the beneficiaries of immunotherapy and targeted therapy. CONCLUSIONS: The SHMRGPI established in this study has prognostic power and may be used to screen patients with endometrial cancer who may benefit from immunotherapy or targeted therapy. |
format | Online Article Text |
id | pubmed-9895087 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-98950872023-02-04 Shared sex hormone metabolism-related gene prognostic index between breast and endometrial cancers Duan, Junyi Liu, Chenan Yi, Jiahong Wang, Yun Front Endocrinol (Lausanne) Endocrinology AIMS: As sex hormone-dependent tumors, it remains to be clarified whether there is a common genetic signature and its value between breast and endometrial cancers. The aim of this study was to establish the shared sex hormone metabolism-related gene prognostic index (SHMRGPI) between breast and endometrial cancers and to analyze its potential role in the therapeutic and prognostic assessment of endometrial cancers. METHODS: Using transcriptome data from TCGA, tumor-associated gene modules were identified by weighted gene co-expression network analysis, and the intersection of module genes with female sex hormone synthesis and metabolism genes was defined as sex hormone metabolism-related gene. SHMRGPI was established by the least absolute shrinkage and selection operator and Cox regression. Its prognostic value of patients with endometrial cancer was validated, and a nomogram was constructed. We further investigated the relationship between SHMRGPI groups and clinicopathological features, immune infiltration, tumor mutation burden, and drug sensitivity. RESULTS: A total of 8 sex hormone metabolism-related gene were identified as key genes for the construction of prognostic models. Based on SHMRGPI, endometrial cancer patients were divided into high and low SHMRGPI groups. Patients in the low SHMRGPI group had longer overall survival (OS) compared with the high group (P< 0.05). Furthermore, we revealed significant differences between SHMRGPI groups as regards tumor immune cell infiltration, somatic mutation, microsatellite instability and drug sensitivity. Patients with low SHMRGPI may be the beneficiaries of immunotherapy and targeted therapy. CONCLUSIONS: The SHMRGPI established in this study has prognostic power and may be used to screen patients with endometrial cancer who may benefit from immunotherapy or targeted therapy. Frontiers Media S.A. 2023-01-20 /pmc/articles/PMC9895087/ /pubmed/36742386 http://dx.doi.org/10.3389/fendo.2023.1126862 Text en Copyright © 2023 Duan, Liu, Yi and Wang 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 | Endocrinology Duan, Junyi Liu, Chenan Yi, Jiahong Wang, Yun Shared sex hormone metabolism-related gene prognostic index between breast and endometrial cancers |
title | Shared sex hormone metabolism-related gene prognostic index between breast and endometrial cancers |
title_full | Shared sex hormone metabolism-related gene prognostic index between breast and endometrial cancers |
title_fullStr | Shared sex hormone metabolism-related gene prognostic index between breast and endometrial cancers |
title_full_unstemmed | Shared sex hormone metabolism-related gene prognostic index between breast and endometrial cancers |
title_short | Shared sex hormone metabolism-related gene prognostic index between breast and endometrial cancers |
title_sort | shared sex hormone metabolism-related gene prognostic index between breast and endometrial cancers |
topic | Endocrinology |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9895087/ https://www.ncbi.nlm.nih.gov/pubmed/36742386 http://dx.doi.org/10.3389/fendo.2023.1126862 |
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