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

TitleIntegrated analyses of multi-omic data derived from paired primary lung cancer and brain metastasis reveal the metabolic vulnerability as a novel therapeutic target
Authors
KeywordsLung cancer brain metastases (LC-BrMs)
Mitochondrial-specific metabolism
Tumor immune microenvironment
Issue Date26-Nov-2024
PublisherBioMed Central
Citation
Genome Medicine, 2024, v. 16, n. 1 How to Cite?
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.


Persistent Identifierhttp://hdl.handle.net/10722/353996
ISSN
2023 Impact Factor: 10.4
2023 SCImago Journal Rankings: 4.975
ISI Accession Number ID

 

DC FieldValueLanguage
dc.contributor.authorDuan, Hao-
dc.contributor.authorRen, Jianlan-
dc.contributor.authorWei, Shiyou-
dc.contributor.authorYang, Zhenyu-
dc.contributor.authorLi, Chuan-
dc.contributor.authorWang, Zhenning-
dc.contributor.authorLi, Meichen-
dc.contributor.authorWei, Zhi-
dc.contributor.authorLiu, Yu-
dc.contributor.authorWang, Xiuqi-
dc.contributor.authorLan, Hongbin-
dc.contributor.authorZeng, Zhen-
dc.contributor.authorXie, Maodi-
dc.contributor.authorXie, Yuan-
dc.contributor.authorWu, Suwen-
dc.contributor.authorHu, Wanming-
dc.contributor.authorGuo, Chengcheng-
dc.contributor.authorZhang, Xiangheng-
dc.contributor.authorLiang, Lun-
dc.contributor.authorYu, Chengwei-
dc.contributor.authorMou, Yanhao-
dc.contributor.authorJiang, Yu-
dc.contributor.authorLi, Houde-
dc.contributor.authorSugarman, Eric-
dc.contributor.authorDeek, Rebecca A-
dc.contributor.authorChen, Zexin-
dc.contributor.authorLi, Tao-
dc.contributor.authorChen, Yaohui-
dc.contributor.authorYao, Maojin-
dc.contributor.authorChen, Likun-
dc.contributor.authorLiu, Lunxu-
dc.contributor.authorZhang, Gao-
dc.contributor.authorMou, Yonggao -
dc.date.accessioned2025-02-05T00:35:19Z-
dc.date.available2025-02-05T00:35:19Z-
dc.date.issued2024-11-26-
dc.identifier.citationGenome Medicine, 2024, v. 16, n. 1-
dc.identifier.issn1756-994X-
dc.identifier.urihttp://hdl.handle.net/10722/353996-
dc.description.abstract<p><strong>Background: </strong>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.</p><p><strong>Methods: </strong>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.</p><p><strong>Results: </strong>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.</p><p><strong>Conclusions: </strong>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.<br></p>-
dc.languageeng-
dc.publisherBioMed Central-
dc.relation.ispartofGenome Medicine-
dc.rightsThis work is licensed under a Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International License.-
dc.subjectLung cancer brain metastases (LC-BrMs)-
dc.subjectMitochondrial-specific metabolism-
dc.subjectTumor immune microenvironment-
dc.titleIntegrated analyses of multi-omic data derived from paired primary lung cancer and brain metastasis reveal the metabolic vulnerability as a novel therapeutic target-
dc.typeArticle-
dc.identifier.doi10.1186/s13073-024-01410-8-
dc.identifier.scopuseid_2-s2.0-85210426460-
dc.identifier.volume16-
dc.identifier.issue1-
dc.identifier.eissn1756-994X-
dc.identifier.isiWOS:001364169700002-
dc.identifier.issnl1756-994X-

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