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

IF 10.4 1区 生物学 Q1 GENETICS & HEREDITY
Hao Duan, Jianlan Ren, Shiyou Wei, Zhenyu Yang, Chuan Li, Zhenning Wang, Meichen Li, Zhi Wei, Yu Liu, Xiuqi Wang, Hongbin Lan, Zhen Zeng, Maodi Xie, Yuan Xie, Suwen Wu, Wanming Hu, Chengcheng Guo, Xiangheng Zhang, Lun Liang, Chengwei 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
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引用次数: 0

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.

对来自配对原发性肺癌和脑转移瘤的多组学数据进行综合分析,发现代谢脆弱性是一个新的治疗靶点。
背景:肺癌脑转移瘤(LC-BrMs)常常与肺癌患者令人沮丧的死亡率有关;然而,针对LC-BrMs的标准疗法的疗效仍然有限。方法:在此,我们对基因组、转录组、蛋白质组、代谢组和单细胞RNA测序数据进行了综合分析,这些数据来自154名配对和未配对的原发性肺癌和LC-BrM患者,横跨4个已发表的和2个新产生的患者队列,涉及大细胞和单细胞水平:结果:我们发现,LC-BrMs 表现出明显更高的肿瘤内异质性。我们还观察到,原发性肺癌和LC-BrM病变中几乎都存在基因突变,包括TTN、TP53、MUC16、LRP1B、RYR2和表皮生长因子受体。此外,原发性肺癌和LC-BrM病变的全基因组体细胞拷贝数改变情况相似。然而,在LC-BrM中,几个病灶扩增区域明显富集,包括5p15.33和20q13.33。有趣的是,转录组、蛋白质组和代谢组数据的综合分析表明,线粒体特异性代谢在LC-BrMs中被激活,但肿瘤免疫微环境却被抑制。 随后,我们对患者的配对肿瘤标本进行了实时定量反转录PCR实验、免疫组化和多重免疫荧光染色,验证了我们的结果。治疗方面,在患者来源的LC-BrMs器官组织中使用加米替尼靶向氧化磷酸化,可诱导细胞凋亡并抑制细胞增殖。在LC-BrM病变中,线粒体代谢基因表达较高而免疫基因表达较低的患者往往生存状况较差:总之,我们的研究结果不仅为 LC-BrMs 的分子基础提供了全面综合的视角,而且有助于开发一种潜在的、基于合理性的组合治疗策略,并将其转化为针对 LC-BrMs 患者的临床试验。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
Genome Medicine
Genome Medicine GENETICS & HEREDITY-
CiteScore
20.80
自引率
0.80%
发文量
128
审稿时长
6-12 weeks
期刊介绍: Genome Medicine is an open access journal that publishes outstanding research applying genetics, genomics, and multi-omics to understand, diagnose, and treat disease. Bridging basic science and clinical research, it covers areas such as cancer genomics, immuno-oncology, immunogenomics, infectious disease, microbiome, neurogenomics, systems medicine, clinical genomics, gene therapies, precision medicine, and clinical trials. The journal publishes original research, methods, software, and reviews to serve authors and promote broad interest and importance in the field.
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