ArticleGenome medicine2024
Integrated analyses of multi-omic data derived from paired primary lung cancer and brain metastasis reveal the metabolic vulnerability as a novel therapeutic target.
Article in Genome medicine, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 28 papers.
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Who cites it
28 citing papers in PubMed.
- Cancer-associated mitochondrial homeostasis disrupted and retrograde signaling activated.Medical oncology (Northwood, London, England) · 2026Review
- Lung Cancer Brain Metastasis: Brain Microenvironmental Adaptation, Therapeutic Resistance and Translational Strategies.Cancer science · 2026Review
- Ginsenoside RK3 attenuates isoproterenol-induced heart failure in mice through AMPK/Sirt1/PGC-1α pathway activation.Journal of ginseng research · 2026Article
- Single-cell and spatial transcriptomes reveal oligodendrocyte remodeling fatty acid metabolism microenvironment of lung cancer brain metastases.Journal of translational medicine · 2026Article
- A mutational signature for brain metastasis tropism in lung adenocarcinoma.Discover oncology · 2026Article
- Downregulated lysyl oxidase in plasma extracellular vesicles: a biomarker linked to brain metastasis risk in lung adenocarcinoma.BMC medicine · 2026Article
- Recapitulating lung cancer metastasisOncology reports · 2026Review
- HOXA10 drives immune evasion in early lung adenocarcinoma by recruiting immunosuppressive macrophages via NF-κB/CCL2 signaling.Journal of experimental & clinical cancer research : CR · 2026Article
- Development and validation of an oxidative phosphorylation based prognostic model revealing tumor progression and immune microenvironment in lung adenocarcinoma.Discover oncology · 2026Article
- A proteogenomic atlas of 1032 brain metastases identifies molecular subtypes, immune landscapes, and therapeutic vulnerabilities.Nature communications · 2026Article
- Advances in plasma metabolomics detection technology and its clinical applications in lung cancer and other malignancies.Holistic integrative oncology. · 2026Review
- The neuro-immune-vascular landscape of lung cancer brain metastasis: insights from organoid models.Frontiers in immunology · 2026Review
- Integrative single-cell and bulk RNA sequencing unravels the role of ACTN1 in promoting lung cancer with brain metastasis and epidermal growth factor receptor-tyrosine kinase inhibitor resistance.Frontiers in cell and developmental biology · 2026Article
- Organoids glimpse: the nexus for diverse tumor heterogeneity.Frontiers in cell and developmental biology · 2026Review
- The immune microenvironment of the central nervous system and neuromodulation: new perspectives in lung cancer brain metastases research.Frontiers in immunology · 2026Review
- Progression and Metastasis of Lung Cancer: Clinical Features, Molecular Mechanisms, and Clinical Managements.MedComm · 2025Review
- HMGB3 promotes brain metastasis of lung adenocarcinoma by recruiting SSBP1 for nuclear translocation to remodel mitochondrial metabolism.Cancer communications (London, England) · 2025Article
- Harnessing multi-omics approaches to decipher tumor evolution and improve diagnosis and therapy in lung cancer.Biomarker research · 2025Review
- Advancing Non-Small-Cell Lung Cancer Management Through Multi-Omics Integration: Insights from Genomics, Metabolomics, and Radiomics.Diagnostics (Basel, Switzerland) · 2025Review
- Brain Tumors, AI and Psychiatry: Predicting Tumor-Associated Psychiatric Syndromes with Machine Learning and Biomarkers.International journal of molecular sciences · 2025Review
Corrections and comments
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Authors and funding
33 authors.
Funding
Abstract
backgroundLung 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.
methodsHere, 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.
resultsWe 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.
conclusionsIn 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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