Integrated analyses of multi-omic data derived from paired primary lung cancer and brain metastasis reveal the metabolic vulnerability as a novel therapeutic target

脑转移 组学 肺癌 转移 医学 人类遗传学 脆弱性(计算) 蛋白质组学 计算生物学 生物信息学 癌症 神经科学 生物 肿瘤科 内科学 计算机科学 遗传学 计算机安全 基因
作者
Hao Duan,J. Ren,Shiyou Wei,Zhenyu Yang,Chuan Li,Zhenning Wang,Meichen Li,Zhi Wei,Yu Liu,Xiu‐qi Wang,Hongbin Lan,Zhen Zeng,Maodi Xie,Yuan Xie,Suwen Wu,Wanming Hu,Chengcheng Guo,Xiangheng Zhang,Lun Liang,C. X. Yu,Yanhao Mou,Yu Jiang,Houde Li,Eric Sugarman,Rebecca A. Deek,Zexin Chen,Tao Li,Yaohui Chen,Maojin Yao,Likun Chen,Lunxu Liu,Gao Zhang,Yonggao Mou
出处
期刊:Genome Medicine [Springer Nature]
卷期号:16 (1)
标识
DOI:10.1186/s13073-024-01410-8
摘要

Abstract Background Lung cancer brain metastases (LC-BrMs) are frequently associated with dismal mortality rates in patients with lung cancer; however, standard of care therapies for LC-BrMs are still limited in their efficacy. A deep understanding of molecular mechanisms and tumor microenvironment of LC-BrMs will provide us with new insights into developing novel therapeutics for treating patients with LC-BrMs. Methods Here, we performed integrated analyses of genomic, transcriptomic, proteomic, metabolomic, and single-cell RNA sequencing data which were derived from a total number of 154 patients with paired and unpaired primary lung cancer and LC-BrM, spanning four published and two newly generated patient cohorts on both bulk and single cell levels. Results We uncovered that LC-BrMs exhibited a significantly greater intra-tumor heterogeneity. We also observed that mutations in a subset of genes were almost always shared by both primary lung cancers and LC-BrM lesions, including TTN , TP53 , MUC16 , LRP1B , RYR2 , and EGFR . In addition, the genome-wide landscape of somatic copy number alterations was similar between primary lung cancers and LC-BrM lesions. Nevertheless, several regions of focal amplification were significantly enriched in LC-BrMs, including 5p15.33 and 20q13.33. Intriguingly, integrated analyses of transcriptomic, proteomic, and metabolomic data revealed mitochondrial-specific metabolism was activated but tumor immune microenvironment was suppressed in LC-BrMs. Subsequently, we validated our results by conducting real-time quantitative reverse transcription PCR experiments, immunohistochemistry, and multiplexed immunofluorescence staining of patients’ paired tumor specimens. Therapeutically, targeting oxidative phosphorylation with gamitrinib in patient-derived organoids of LC-BrMs induced apoptosis and inhibited cell proliferation. The combination of gamitrinib plus anti-PD-1 immunotherapy significantly improved survival of mice bearing LC-BrMs. Patients with a higher expression of mitochondrial metabolism genes but a lower expression of immune genes in their LC-BrM lesions tended to have a worse survival outcome. Conclusions In conclusion, our findings not only provide comprehensive and integrated perspectives of molecular underpinnings of LC-BrMs but also contribute to the development of a potential, rationale-based combinatorial therapeutic strategy with the goal of translating it into clinical trials for patients with LC-BrMs.
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