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Multi-omics analysis identifies osteosarcoma subtypes with distinct prognosis indicating stratified treatment
Osteosarcoma (OS) is a primary malignant bone tumor that most commonly affects children, adolescents, and young adults. Here, we comprehensively analyze genomic, epigenomic and transcriptomic data from 121 OS patients. Somatic mutations are diverse within the cohort, and only TP53 is significantly m...
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/PMC9684515/ https://www.ncbi.nlm.nih.gov/pubmed/36418292 http://dx.doi.org/10.1038/s41467-022-34689-5 |
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author | Jiang, Yafei Wang, Jinzeng Sun, Mengxiong Zuo, Dongqing Wang, Hongsheng Shen, Jiakang Jiang, Wenyan Mu, Haoran Ma, Xiaojun Yin, Fei Lin, Jun Wang, Chongren Yu, Shuting Jiang, Lu Lv, Gang Liu, Feng Xue, Linghang Tian, Kai Wang, Gangyang Zhou, Zifei Lv, Yu Wang, Zhuoying Zhang, Tao Xu, Jing Yang, Liu Zhao, Kewen Sun, Wei Tang, Yujie Cai, Zhengdong Wang, Shengyue Hua, Yingqi |
author_facet | Jiang, Yafei Wang, Jinzeng Sun, Mengxiong Zuo, Dongqing Wang, Hongsheng Shen, Jiakang Jiang, Wenyan Mu, Haoran Ma, Xiaojun Yin, Fei Lin, Jun Wang, Chongren Yu, Shuting Jiang, Lu Lv, Gang Liu, Feng Xue, Linghang Tian, Kai Wang, Gangyang Zhou, Zifei Lv, Yu Wang, Zhuoying Zhang, Tao Xu, Jing Yang, Liu Zhao, Kewen Sun, Wei Tang, Yujie Cai, Zhengdong Wang, Shengyue Hua, Yingqi |
author_sort | Jiang, Yafei |
collection | PubMed |
description | Osteosarcoma (OS) is a primary malignant bone tumor that most commonly affects children, adolescents, and young adults. Here, we comprehensively analyze genomic, epigenomic and transcriptomic data from 121 OS patients. Somatic mutations are diverse within the cohort, and only TP53 is significantly mutated. Through unsupervised integrative clustering of the multi-omics data, we classify OS into four subtypes with distinct molecular features and clinical prognosis: (1) Immune activated (S-IA), (2) Immune suppressed (S-IS), (3) Homologous recombination deficiency dominant (S-HRD), and (4) MYC driven (S-MD). MYC amplification with HR proficiency tumors is identified with a high oxidative phosphorylation signature resulting in resistance to neoadjuvant chemotherapy. Potential therapeutic targets are identified for each subtype, including platinum-based chemotherapy, immune checkpoint inhibitors, anti-VEGFR, anti-MYC and PARPi-based synthetic lethal strategies. Our comprehensive integrated characterization provides a valuable resource that deepens our understanding of the disease, and may guide future clinical strategies for the precision treatment of OS. |
format | Online Article Text |
id | pubmed-9684515 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-96845152022-11-25 Multi-omics analysis identifies osteosarcoma subtypes with distinct prognosis indicating stratified treatment Jiang, Yafei Wang, Jinzeng Sun, Mengxiong Zuo, Dongqing Wang, Hongsheng Shen, Jiakang Jiang, Wenyan Mu, Haoran Ma, Xiaojun Yin, Fei Lin, Jun Wang, Chongren Yu, Shuting Jiang, Lu Lv, Gang Liu, Feng Xue, Linghang Tian, Kai Wang, Gangyang Zhou, Zifei Lv, Yu Wang, Zhuoying Zhang, Tao Xu, Jing Yang, Liu Zhao, Kewen Sun, Wei Tang, Yujie Cai, Zhengdong Wang, Shengyue Hua, Yingqi Nat Commun Article Osteosarcoma (OS) is a primary malignant bone tumor that most commonly affects children, adolescents, and young adults. Here, we comprehensively analyze genomic, epigenomic and transcriptomic data from 121 OS patients. Somatic mutations are diverse within the cohort, and only TP53 is significantly mutated. Through unsupervised integrative clustering of the multi-omics data, we classify OS into four subtypes with distinct molecular features and clinical prognosis: (1) Immune activated (S-IA), (2) Immune suppressed (S-IS), (3) Homologous recombination deficiency dominant (S-HRD), and (4) MYC driven (S-MD). MYC amplification with HR proficiency tumors is identified with a high oxidative phosphorylation signature resulting in resistance to neoadjuvant chemotherapy. Potential therapeutic targets are identified for each subtype, including platinum-based chemotherapy, immune checkpoint inhibitors, anti-VEGFR, anti-MYC and PARPi-based synthetic lethal strategies. Our comprehensive integrated characterization provides a valuable resource that deepens our understanding of the disease, and may guide future clinical strategies for the precision treatment of OS. Nature Publishing Group UK 2022-11-23 /pmc/articles/PMC9684515/ /pubmed/36418292 http://dx.doi.org/10.1038/s41467-022-34689-5 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 Jiang, Yafei Wang, Jinzeng Sun, Mengxiong Zuo, Dongqing Wang, Hongsheng Shen, Jiakang Jiang, Wenyan Mu, Haoran Ma, Xiaojun Yin, Fei Lin, Jun Wang, Chongren Yu, Shuting Jiang, Lu Lv, Gang Liu, Feng Xue, Linghang Tian, Kai Wang, Gangyang Zhou, Zifei Lv, Yu Wang, Zhuoying Zhang, Tao Xu, Jing Yang, Liu Zhao, Kewen Sun, Wei Tang, Yujie Cai, Zhengdong Wang, Shengyue Hua, Yingqi Multi-omics analysis identifies osteosarcoma subtypes with distinct prognosis indicating stratified treatment |
title | Multi-omics analysis identifies osteosarcoma subtypes with distinct prognosis indicating stratified treatment |
title_full | Multi-omics analysis identifies osteosarcoma subtypes with distinct prognosis indicating stratified treatment |
title_fullStr | Multi-omics analysis identifies osteosarcoma subtypes with distinct prognosis indicating stratified treatment |
title_full_unstemmed | Multi-omics analysis identifies osteosarcoma subtypes with distinct prognosis indicating stratified treatment |
title_short | Multi-omics analysis identifies osteosarcoma subtypes with distinct prognosis indicating stratified treatment |
title_sort | multi-omics analysis identifies osteosarcoma subtypes with distinct prognosis indicating stratified treatment |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9684515/ https://www.ncbi.nlm.nih.gov/pubmed/36418292 http://dx.doi.org/10.1038/s41467-022-34689-5 |
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