Evidence map›Paper›PMID 39593114›Full record

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.

Hao Duan, Jianlan Ren, Shiyou Wei, Zhenyu Yang, Chuan Li, Zhenning Wang, Meichen Li, Zhi Wei, Yu Liu, Xiuqi Wang and 23 more

Abstract read
In one paragraph

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.

0numbers the graph read from it
0cells of the map it votes in
28citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

28 citing papers in PubMed.

  1. Review
  2. Review
  3. Article
  4. Article
  5. Article
  6. Article
  7. Review
  8. Article
  9. Article
  10. Article
  11. Review
  12. Review
  13. Article
  14. Organoids glimpse: the nexus for diverse tumor heterogeneity.Frontiers in cell and developmental biology · 2026
    Review
  15. Review
  16. Review
  17. Article
  18. Review
  19. Review
  20. Review
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

33 authors.

Hao Duan *Department of Neurosurgery/Neuro-Oncology, State Key Laboratory of Oncology in South China, Guangdong Provincial Clinical Research Center for Cancer, Sun Yat-Sen University Cancer Center, Guangzhou, 510060, China.
Jianlan Ren *Department of Computer Science, Ying Wu College of Computing, New Jersey Institute of Technology, Newark, NJ, 07102, USA.
Shiyou Wei *Department of Thoracic Surgery, Institute of Thoracic Oncology, West China Hospital, Sichuan University, Chengdu, 610041, China.
Zhenyu Yang *Department of Thoracic Surgery, Institute of Thoracic Oncology, West China Hospital, Sichuan University, Chengdu, 610041, China.
Chuan Li *Department of Thoracic Surgery, Institute of Thoracic Oncology, West China Hospital, Sichuan University, Chengdu, 610041, China.
Zhenning Wang *Department of Neurosurgery, The Tenth Affiliated Hospital, Southern Medical University (Dongguan People's Hospital), Dongguan, 523018, China.
Meichen Li *Department of Medical Oncology, State Key Laboratory of Oncology in South China, Guangdong Provincial Clinical Research Center for Cancer, Sun Yat-Sen University Cancer Center, Guangzhou, 510060, China.
Zhi Wei *Department of Computer Science, Ying Wu College of Computing, New Jersey Institute of Technology, Newark, NJ, 07102, USA. zhiwei@njit.edu.
Yu LiuFaculty of Dentistry, Prince Philip Dental Hospital, the University of Hong Kong, Sai Ying Pun, Hong Kong, China.
Xiuqi WangFaculty of Dentistry, Prince Philip Dental Hospital, the University of Hong Kong, Sai Ying Pun, Hong Kong, China.
Hongbin LanFaculty of Dentistry, Prince Philip Dental Hospital, the University of Hong Kong, Sai Ying Pun, Hong Kong, China.
Zhen ZengDepartment of Thoracic Surgery, Institute of Thoracic Oncology, West China Hospital, Sichuan University, Chengdu, 610041, China.
Maodi XieDepartment of Anesthesiology, Laboratory of Mitochondrial Metabolism and Perioperative Medicine, National Clinical Research Center for Geriatrics, West China Hospital, Sichuan University, Chengdu, 610041, China.
Yuan XieDepartment of Neurosurgery/Neuro-Oncology, State Key Laboratory of Oncology in South China, Guangdong Provincial Clinical Research Center for Cancer, Sun Yat-Sen University Cancer Center, Guangzhou, 510060, China.
Suwen WuDepartment of Thoracic Surgery, State Key Laboratory of Oncology in South China, Guangdong Provincial Clinical Research Center for Cancer, Sun Yat-Sen University Cancer Center, Guangzhou, 510060, China.
Wanming HuDepartment of Pathology, State Key Laboratory of Oncology in South China, Guangdong Provincial Clinical Research Center for Cancer, Sun Yat-Sen University Cancer Center, Guangzhou, 510060, China.
Chengcheng GuoDepartment of Neurosurgery/Neuro-Oncology, State Key Laboratory of Oncology in South China, Guangdong Provincial Clinical Research Center for Cancer, Sun Yat-Sen University Cancer Center, Guangzhou, 510060, China.
Xiangheng ZhangDepartment of Neurosurgery/Neuro-Oncology, State Key Laboratory of Oncology in South China, Guangdong Provincial Clinical Research Center for Cancer, Sun Yat-Sen University Cancer Center, Guangzhou, 510060, China.
Lun LiangDepartment of Neurosurgery, The First Affiliated Hospital, Guangxi Medical University, Nanning, 530021, China.
Chengwei YuDepartment of Neurosurgery, The Third Affiliated Hospital of Sun Yat-Sen University Lingnan Hospital, Guangzhou, 510530, China.
Yanhao MouDepartment of Neurosurgery/Neuro-Oncology, State Key Laboratory of Oncology in South China, Guangdong Provincial Clinical Research Center for Cancer, Sun Yat-Sen University Cancer Center, Guangzhou, 510060, China.
Yu JiangDepartment of Neurosurgery, West China Hospital, Sichuan University, Chengdu, 610041, China.
Houde LiDepartment of Thoracic Surgery, Institute of Thoracic Oncology, West China Hospital, Sichuan University, Chengdu, 610041, China.
Eric SugarmanPhiladelphia College of Osteopathic Medicine, Philadelphia, PA, 19131, USA.
Rebecca A DeekDepartment of Biostatistics, Epidemiology, and Informatics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, 19104, USA.
Zexin ChenGuangdong Research Center of Organoid Engineering and Technology, Guangzhou, 510535, China.
Tao LiDepartment of Anesthesiology, Laboratory of Mitochondrial Metabolism and Perioperative Medicine, National Clinical Research Center for Geriatrics, West China Hospital, Sichuan University, Chengdu, 610041, China.
Yaohui Chen *Department of Thoracic Surgery, Institute of Thoracic Oncology, West China Hospital, Sichuan University, Chengdu, 610041, China. yhchen@scu.edu.cn.
Maojin Yao *State Key Laboratory of Respiratory Disease, Guangzhou Institute of Respiratory Health, the First Affiliated Hospital of Guangzhou Medical University, Guangzhou, 510182, China. maojin.yao@aliyun.com.
Likun Chen *Department of Medical Oncology, State Key Laboratory of Oncology in South China, Guangdong Provincial Clinical Research Center for Cancer, Sun Yat-Sen University Cancer Center, Guangzhou, 510060, China. chenlk@sysucc.org.cn.
Lunxu Liu *Department of Thoracic Surgery, Institute of Thoracic Oncology, West China Hospital, Sichuan University, Chengdu, 610041, China. lunxu_liu@aliyun.com.
Gao Zhang *Faculty of Dentistry, Prince Philip Dental Hospital, the University of Hong Kong, Sai Ying Pun, Hong Kong, China. gzhang6@me.com.
Yonggao Mou *Department of Neurosurgery/Neuro-Oncology, State Key Laboratory of Oncology in South China, Guangdong Provincial Clinical Research Center for Cancer, Sun Yat-Sen University Cancer Center, Guangzhou, 510060, China. mouyg@sysucc.org.cn.

Funding

Dongguan Social Development Science and Technology Project 20231800936072GuangDong Basic and Applied Basic Research Foundation 2020A1515110069National Natural Science Foundation of China 31771549National Natural Science Foundation of China 81872324National Natural Science Foundation of China 82203574National Natural Science Foundation of China 82303805Natural Science Foundation of Sichuan Province 2023NSFSC1884Postdoctor Research Fund of West China Hospital, Sichuan University 2023HXBH105Science and Technology Support Program of Sichuan Province 2022YFS0375Science and Technology Support Program of Sichuan Province 23ZDYF2661
6 · The paper itself

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.

Indexed as

Brain NeoplasmsLung NeoplasmsAnimalsBiomarkers, TumorDNA Copy Number VariationsGene Expression Regulation, NeoplasticGenomicsHumansMetabolomicsMiceMultiomicsMutationProteomicsTranscriptomeTumor MicroenvironmentBiomarkers, TumorLung cancer brain metastases (LC-BrMs)Mitochondrial-specific metabolismTumor immune microenvironment

Identifiers

PMID39593114
PMCPMC11590298

What Socratic holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the Socratic graph.