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Multi-omics characterization of autophagy-related molecular features for therapeutic targeting of autophagy
Autophagy is a major contributor to anti-cancer therapy resistance. Many efforts have been made to understand and overcome autophagy-mediated therapy resistance, but these efforts have been unsuccessful in clinical applications. In this study, we establish an autophagy signature to estimate tumor au...
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/PMC9606020/ https://www.ncbi.nlm.nih.gov/pubmed/36289218 http://dx.doi.org/10.1038/s41467-022-33946-x |
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author | Luo, Mei Ye, Lin Chang, Ruimin Ye, Youqiong Zhang, Zhao Liu, Chunjie Li, Shengli Jing, Ying Ruan, Hang Zhang, Guanxiong He, Yi Liu, Yaoming Xue, Yu Chen, Xiang Guo, An-Yuan Liu, Hong Han, Leng |
author_facet | Luo, Mei Ye, Lin Chang, Ruimin Ye, Youqiong Zhang, Zhao Liu, Chunjie Li, Shengli Jing, Ying Ruan, Hang Zhang, Guanxiong He, Yi Liu, Yaoming Xue, Yu Chen, Xiang Guo, An-Yuan Liu, Hong Han, Leng |
author_sort | Luo, Mei |
collection | PubMed |
description | Autophagy is a major contributor to anti-cancer therapy resistance. Many efforts have been made to understand and overcome autophagy-mediated therapy resistance, but these efforts have been unsuccessful in clinical applications. In this study, we establish an autophagy signature to estimate tumor autophagy status. We then classify approximately 10,000 tumor samples across 33 cancer types from The Cancer Genome Atlas into autophagy score-high and autophagy score-low groups. We characterize the associations between multi-dimensional molecular features and tumor autophagy, and further analyse the effects of autophagy status on drug response. In contrast to the conventional view that the induction of autophagy serves as a key resistance mechanism during cancer therapy, our analysis reveals that autophagy induction may also sensitize cancer cells to anti-cancer drugs. We further experimentally validate this phenomenon for several anti-cancer drugs in vitro and in vivo, and reveal that autophagy inducers potentially sensitizes tumor cells to etoposide through downregulating the expression level of DDIT4. Our study provides a comprehensive landscape of molecular alterations associated with tumor autophagy and highlights an opportunity to leverage multi-omics analysis to utilize multiple drug sensitivity induced by autophagy. |
format | Online Article Text |
id | pubmed-9606020 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-96060202022-10-28 Multi-omics characterization of autophagy-related molecular features for therapeutic targeting of autophagy Luo, Mei Ye, Lin Chang, Ruimin Ye, Youqiong Zhang, Zhao Liu, Chunjie Li, Shengli Jing, Ying Ruan, Hang Zhang, Guanxiong He, Yi Liu, Yaoming Xue, Yu Chen, Xiang Guo, An-Yuan Liu, Hong Han, Leng Nat Commun Article Autophagy is a major contributor to anti-cancer therapy resistance. Many efforts have been made to understand and overcome autophagy-mediated therapy resistance, but these efforts have been unsuccessful in clinical applications. In this study, we establish an autophagy signature to estimate tumor autophagy status. We then classify approximately 10,000 tumor samples across 33 cancer types from The Cancer Genome Atlas into autophagy score-high and autophagy score-low groups. We characterize the associations between multi-dimensional molecular features and tumor autophagy, and further analyse the effects of autophagy status on drug response. In contrast to the conventional view that the induction of autophagy serves as a key resistance mechanism during cancer therapy, our analysis reveals that autophagy induction may also sensitize cancer cells to anti-cancer drugs. We further experimentally validate this phenomenon for several anti-cancer drugs in vitro and in vivo, and reveal that autophagy inducers potentially sensitizes tumor cells to etoposide through downregulating the expression level of DDIT4. Our study provides a comprehensive landscape of molecular alterations associated with tumor autophagy and highlights an opportunity to leverage multi-omics analysis to utilize multiple drug sensitivity induced by autophagy. Nature Publishing Group UK 2022-10-26 /pmc/articles/PMC9606020/ /pubmed/36289218 http://dx.doi.org/10.1038/s41467-022-33946-x 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 license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license 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 license, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . |
spellingShingle | Article Luo, Mei Ye, Lin Chang, Ruimin Ye, Youqiong Zhang, Zhao Liu, Chunjie Li, Shengli Jing, Ying Ruan, Hang Zhang, Guanxiong He, Yi Liu, Yaoming Xue, Yu Chen, Xiang Guo, An-Yuan Liu, Hong Han, Leng Multi-omics characterization of autophagy-related molecular features for therapeutic targeting of autophagy |
title | Multi-omics characterization of autophagy-related molecular features for therapeutic targeting of autophagy |
title_full | Multi-omics characterization of autophagy-related molecular features for therapeutic targeting of autophagy |
title_fullStr | Multi-omics characterization of autophagy-related molecular features for therapeutic targeting of autophagy |
title_full_unstemmed | Multi-omics characterization of autophagy-related molecular features for therapeutic targeting of autophagy |
title_short | Multi-omics characterization of autophagy-related molecular features for therapeutic targeting of autophagy |
title_sort | multi-omics characterization of autophagy-related molecular features for therapeutic targeting of autophagy |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9606020/ https://www.ncbi.nlm.nih.gov/pubmed/36289218 http://dx.doi.org/10.1038/s41467-022-33946-x |
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