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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...

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Autores principales: 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
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2022
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.
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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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