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The close interaction between hypoxia-related proteins and metastasis in pancarcinomas
Many primary-tumor subregions exhibit low levels of molecular oxygen and restricted access to nutrients due to poor vascularization in the tissue, phenomenon known as hypoxia. Hypoxic tumors are able to regulate the expression of certain genes and signaling molecules in the microenvironment that shi...
Autores principales: | , , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9246854/ https://www.ncbi.nlm.nih.gov/pubmed/35773405 http://dx.doi.org/10.1038/s41598-022-15246-y |
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author | López-Cortés, Andrés Prathap, Lavanya Ortiz-Prado, Esteban Kyriakidis, Nikolaos C. León Cáceres, Ángela Armendáriz-Castillo, Isaac Vera-Guapi, Antonella Yumiceba, Verónica Simbaña-Rivera, Katherine Echeverría-Garcés, Gabriela García-Cárdenas, Jennyfer M. Pérez-Villa, Andy Guevara-Ramírez, Patricia Abad-Sojos, Andrea Bautista, Jhommara Puig San Andrés, Lourdes Varela, Nelson Guerrero, Santiago |
author_facet | López-Cortés, Andrés Prathap, Lavanya Ortiz-Prado, Esteban Kyriakidis, Nikolaos C. León Cáceres, Ángela Armendáriz-Castillo, Isaac Vera-Guapi, Antonella Yumiceba, Verónica Simbaña-Rivera, Katherine Echeverría-Garcés, Gabriela García-Cárdenas, Jennyfer M. Pérez-Villa, Andy Guevara-Ramírez, Patricia Abad-Sojos, Andrea Bautista, Jhommara Puig San Andrés, Lourdes Varela, Nelson Guerrero, Santiago |
author_sort | López-Cortés, Andrés |
collection | PubMed |
description | Many primary-tumor subregions exhibit low levels of molecular oxygen and restricted access to nutrients due to poor vascularization in the tissue, phenomenon known as hypoxia. Hypoxic tumors are able to regulate the expression of certain genes and signaling molecules in the microenvironment that shift it towards a more aggressive phenotype. The transcriptional landscape of the tumor favors malignant transformation of neighboring cells and their migration to distant sites. Herein, we focused on identifying key proteins that participate in the signaling crossroads between hypoxic environment and metastasis progression that remain poorly defined. To shed light on these mechanisms, we performed an integrated multi-omics analysis encompassing genomic/transcriptomic alterations of hypoxia-related genes and Buffa hypoxia scores across 17 pancarcinomas taken from the PanCancer Atlas project from The Cancer Genome Atlas consortium, protein–protein interactome network, shortest paths from hypoxia-related proteins to metastatic and angiogenic phenotypes, and drugs involved in current clinical trials to treat the metastatic disease. As results, we identified 30 hypoxia-related proteins highly involved in metastasis and angiogenesis. This set of proteins, validated with the MSK-MET Project, could represent key targets for developing therapies. The upregulation of mRNA was the most prevalent alteration in all cancer types. The highest frequencies of genomic/transcriptomic alterations and hypoxia score belonged to tumor stage 4 and positive metastatic status in all pancarcinomas. The most significantly associated signaling pathways were HIF-1, PI3K-Akt, thyroid hormone, ErbB, FoxO, mTOR, insulin, MAPK, Ras, AMPK, and VEGF. The interactome network revealed high-confidence interactions among hypoxic and metastatic proteins. The analysis of shortest paths revealed several ways to spread metastasis and angiogenesis from hypoxic proteins. Lastly, we identified 23 drugs enrolled in clinical trials focused on metastatic disease treatment. Six of them were involved in advanced-stage clinical trials: aflibercept, bevacizumab, cetuximab, erlotinib, ipatasertib, and panitumumab. |
format | Online Article Text |
id | pubmed-9246854 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-92468542022-07-02 The close interaction between hypoxia-related proteins and metastasis in pancarcinomas López-Cortés, Andrés Prathap, Lavanya Ortiz-Prado, Esteban Kyriakidis, Nikolaos C. León Cáceres, Ángela Armendáriz-Castillo, Isaac Vera-Guapi, Antonella Yumiceba, Verónica Simbaña-Rivera, Katherine Echeverría-Garcés, Gabriela García-Cárdenas, Jennyfer M. Pérez-Villa, Andy Guevara-Ramírez, Patricia Abad-Sojos, Andrea Bautista, Jhommara Puig San Andrés, Lourdes Varela, Nelson Guerrero, Santiago Sci Rep Article Many primary-tumor subregions exhibit low levels of molecular oxygen and restricted access to nutrients due to poor vascularization in the tissue, phenomenon known as hypoxia. Hypoxic tumors are able to regulate the expression of certain genes and signaling molecules in the microenvironment that shift it towards a more aggressive phenotype. The transcriptional landscape of the tumor favors malignant transformation of neighboring cells and their migration to distant sites. Herein, we focused on identifying key proteins that participate in the signaling crossroads between hypoxic environment and metastasis progression that remain poorly defined. To shed light on these mechanisms, we performed an integrated multi-omics analysis encompassing genomic/transcriptomic alterations of hypoxia-related genes and Buffa hypoxia scores across 17 pancarcinomas taken from the PanCancer Atlas project from The Cancer Genome Atlas consortium, protein–protein interactome network, shortest paths from hypoxia-related proteins to metastatic and angiogenic phenotypes, and drugs involved in current clinical trials to treat the metastatic disease. As results, we identified 30 hypoxia-related proteins highly involved in metastasis and angiogenesis. This set of proteins, validated with the MSK-MET Project, could represent key targets for developing therapies. The upregulation of mRNA was the most prevalent alteration in all cancer types. The highest frequencies of genomic/transcriptomic alterations and hypoxia score belonged to tumor stage 4 and positive metastatic status in all pancarcinomas. The most significantly associated signaling pathways were HIF-1, PI3K-Akt, thyroid hormone, ErbB, FoxO, mTOR, insulin, MAPK, Ras, AMPK, and VEGF. The interactome network revealed high-confidence interactions among hypoxic and metastatic proteins. The analysis of shortest paths revealed several ways to spread metastasis and angiogenesis from hypoxic proteins. Lastly, we identified 23 drugs enrolled in clinical trials focused on metastatic disease treatment. Six of them were involved in advanced-stage clinical trials: aflibercept, bevacizumab, cetuximab, erlotinib, ipatasertib, and panitumumab. Nature Publishing Group UK 2022-06-30 /pmc/articles/PMC9246854/ /pubmed/35773405 http://dx.doi.org/10.1038/s41598-022-15246-y Text en © The Author(s) 2022 https://creativecommons.org/licenses/by/4.0/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/ (https://creativecommons.org/licenses/by/4.0/) . |
spellingShingle | Article López-Cortés, Andrés Prathap, Lavanya Ortiz-Prado, Esteban Kyriakidis, Nikolaos C. León Cáceres, Ángela Armendáriz-Castillo, Isaac Vera-Guapi, Antonella Yumiceba, Verónica Simbaña-Rivera, Katherine Echeverría-Garcés, Gabriela García-Cárdenas, Jennyfer M. Pérez-Villa, Andy Guevara-Ramírez, Patricia Abad-Sojos, Andrea Bautista, Jhommara Puig San Andrés, Lourdes Varela, Nelson Guerrero, Santiago The close interaction between hypoxia-related proteins and metastasis in pancarcinomas |
title | The close interaction between hypoxia-related proteins and metastasis in pancarcinomas |
title_full | The close interaction between hypoxia-related proteins and metastasis in pancarcinomas |
title_fullStr | The close interaction between hypoxia-related proteins and metastasis in pancarcinomas |
title_full_unstemmed | The close interaction between hypoxia-related proteins and metastasis in pancarcinomas |
title_short | The close interaction between hypoxia-related proteins and metastasis in pancarcinomas |
title_sort | close interaction between hypoxia-related proteins and metastasis in pancarcinomas |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9246854/ https://www.ncbi.nlm.nih.gov/pubmed/35773405 http://dx.doi.org/10.1038/s41598-022-15246-y |
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