Multi-omics analysis identifies osteosarcoma subtypes with distinct prognosis indicating stratified treatment
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Published:2022-11-23
Issue:1
Volume:13
Page:
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ISSN:2041-1723
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Container-title:Nature Communications
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language:en
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Short-container-title:Nat Commun
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 FengORCID, 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 ZhengdongORCID, Wang ShengyueORCID, Hua YingqiORCID
Abstract
AbstractOsteosarcoma (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.
Funder
National Natural Science Foundation of China
Publisher
Springer Science and Business Media LLC
Subject
General Physics and Astronomy,General Biochemistry, Genetics and Molecular Biology,General Chemistry,Multidisciplinary
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