Multiomics profiling of primary lung cancers and distant metastases reveals immunosuppression as a common characteristic of tumor cells with metastatic plasticity.


Journal

Genome biology
ISSN: 1474-760X
Titre abrégé: Genome Biol
Pays: England
ID NLM: 100960660

Informations de publication

Date de publication:
04 11 2020
Historique:
received: 06 05 2020
accepted: 05 10 2020
entrez: 5 11 2020
pubmed: 6 11 2020
medline: 1 12 2021
Statut: epublish

Résumé

Metastasis is the primary cause of cancer mortality accounting for 90% of cancer deaths. Our understanding of the molecular mechanisms driving metastasis is rudimentary. We perform whole exome sequencing (WES), RNA sequencing, methylation microarray, and immunohistochemistry (IHC) on 8 pairs of non-small cell lung cancer (NSCLC) primary tumors and matched distant metastases. Furthermore, we analyze published WES data from 35 primary NSCLC and metastasis pairs, and transcriptomic data from 4 autopsy cases with metastatic NSCLC and one metastatic lung cancer mouse model. The majority of somatic mutations are shared between primary tumors and paired distant metastases although mutational signatures suggest different mutagenesis processes in play before and after metastatic spread. Subclonal analysis reveals evidence of monoclonal seeding in 41 of 42 patients. Pathway analysis of transcriptomic data reveals that downregulated pathways in metastases are mainly immune-related. Further deconvolution analysis reveals significantly lower infiltration of various immune cell types in metastases with the exception of CD4+ T cells and M2 macrophages. These results are in line with lower densities of immune cells and higher CD4/CD8 ratios in metastases shown by IHC. Analysis of transcriptomic data from autopsy cases and animal models confirms that immunosuppression is also present in extracranial metastases. Significantly higher somatic copy number aberration and allelic imbalance burdens are identified in metastases. Metastasis is a molecularly late event, and immunosuppression driven by different molecular events, including somatic copy number aberration, may be a common characteristic of tumors with metastatic plasticity.

Sections du résumé

BACKGROUND
Metastasis is the primary cause of cancer mortality accounting for 90% of cancer deaths. Our understanding of the molecular mechanisms driving metastasis is rudimentary.
RESULTS
We perform whole exome sequencing (WES), RNA sequencing, methylation microarray, and immunohistochemistry (IHC) on 8 pairs of non-small cell lung cancer (NSCLC) primary tumors and matched distant metastases. Furthermore, we analyze published WES data from 35 primary NSCLC and metastasis pairs, and transcriptomic data from 4 autopsy cases with metastatic NSCLC and one metastatic lung cancer mouse model. The majority of somatic mutations are shared between primary tumors and paired distant metastases although mutational signatures suggest different mutagenesis processes in play before and after metastatic spread. Subclonal analysis reveals evidence of monoclonal seeding in 41 of 42 patients. Pathway analysis of transcriptomic data reveals that downregulated pathways in metastases are mainly immune-related. Further deconvolution analysis reveals significantly lower infiltration of various immune cell types in metastases with the exception of CD4+ T cells and M2 macrophages. These results are in line with lower densities of immune cells and higher CD4/CD8 ratios in metastases shown by IHC. Analysis of transcriptomic data from autopsy cases and animal models confirms that immunosuppression is also present in extracranial metastases. Significantly higher somatic copy number aberration and allelic imbalance burdens are identified in metastases.
CONCLUSIONS
Metastasis is a molecularly late event, and immunosuppression driven by different molecular events, including somatic copy number aberration, may be a common characteristic of tumors with metastatic plasticity.

Identifiants

pubmed: 33148332
doi: 10.1186/s13059-020-02175-0
pii: 10.1186/s13059-020-02175-0
pmc: PMC7640699
doi:

Types de publication

Journal Article Research Support, Non-U.S. Gov't

Langues

eng

Sous-ensembles de citation

IM

Pagination

271

Subventions

Organisme : Wellcome Trust
ID : 211179/Z/18/Z
Pays : United Kingdom
Organisme : NCI NIH HHS
ID : P30 CA016672
Pays : United States

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Auteurs

Won-Chul Lee (WC)

Department of Genomic Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX, USA.
Department of Thoracic/Head and Neck Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA.

Alexandre Reuben (A)

Department of Thoracic/Head and Neck Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA. areuben@mdanderson.org.

Xin Hu (X)

Department of Genomic Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX, USA.
Department of Thoracic/Head and Neck Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA.

Nicholas McGranahan (N)

Cancer Research UK Lung Cancer Centre of Excellence, University College London Cancer Institute, London, UK.

Runzhe Chen (R)

Department of Genomic Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX, USA.
Department of Thoracic/Head and Neck Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA.

Ali Jalali (A)

Department of Neurosurgery, Baylor College of Medicine, Houston, TX, USA.

Marcelo V Negrao (MV)

Department of Thoracic/Head and Neck Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA.

Shawna M Hubert (SM)

Department of Genomic Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX, USA.
Department of Thoracic/Head and Neck Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA.

Chad Tang (C)

Department of Radiation Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA.

Chia-Chin Wu (CC)

Department of Genomic Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX, USA.

Anthony San Lucas (AS)

Department of Epidemiology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA.

Whijae Roh (W)

Broad Institute of Harvard and Massachusetts Institute of Technology, Cambridge, MA, USA.

Kenichi Suda (K)

Department of Thoracic Surgery, Kindai University Faculty of Medicine, Osaka-Sayama, Japan.

Jihye Kim (J)

Division of Medical Oncology, University of Colorado Anschutz Medical Campus, Aurora, CO, USA.

Aik-Choon Tan (AC)

Department of Biostatistics and Bioinformatics, Moffitt Cancer Center, Tampa, FL, USA.

David H Peng (DH)

NYU Langone Health, New York, NY, USA.

Wei Lu (W)

Department of Translational Molecular Pathology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA.

Ximing Tang (X)

Department of Translational Molecular Pathology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA.

Chi-Wan Chow (CW)

Department of Translational Molecular Pathology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA.

Junya Fujimoto (J)

Department of Translational Molecular Pathology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA.

Carmen Behrens (C)

Department of Thoracic/Head and Neck Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA.

Neda Kalhor (N)

Department of Pathology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA.

Kazutaka Fukumura (K)

Department of Translational Molecular Pathology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA.

Marcus Coyle (M)

Department of Genomic Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX, USA.

Rebecca Thornton (R)

Department of Genomic Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX, USA.

Curtis Gumbs (C)

Department of Genomic Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX, USA.

Jun Li (J)

Department of Genomic Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX, USA.

Chang-Jiun Wu (CJ)

Department of Genomic Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX, USA.

Latasha Little (L)

Department of Genomic Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX, USA.

Emily Roarty (E)

Department of Thoracic/Head and Neck Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA.

Xingzhi Song (X)

Department of Genomic Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX, USA.

J Jack Lee (JJ)

Department of Biostatistics, The University of Texas MD Anderson Cancer Center, Houston, TX, USA.

Erik P Sulman (EP)

New York University Langone School of Medicine, New York, NY, USA.

Ganesh Rao (G)

Department of Neurosurgery, The University of Texas MD Anderson Cancer Center, Houston, TX, USA.

Stephen Swisher (S)

Department of Thoracic Surgery, The University of Texas MD Anderson Cancer Center, Houston, TX, USA.

Lixia Diao (L)

Department of Bioinformatics and Computational Biology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA.

Jing Wang (J)

Department of Bioinformatics and Computational Biology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA.

John V Heymach (JV)

Department of Thoracic/Head and Neck Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA.

Jason T Huse (JT)

Department of Pathology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA.

Paul Scheet (P)

Department of Epidemiology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA.

Ignacio I Wistuba (II)

Department of Translational Molecular Pathology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA.

Don L Gibbons (DL)

Department of Thoracic/Head and Neck Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA.

P Andrew Futreal (PA)

Department of Genomic Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX, USA.

Jianhua Zhang (J)

Department of Genomic Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX, USA.

Daniel Gomez (D)

Department of Radiation Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA. danielrgomez44@gmail.com.
Current Address: Department of Radiation Oncology, Memorial Sloan Kettering Cancer Center, New York, NY, USA. danielrgomez44@gmail.com.

Jianjun Zhang (J)

Department of Genomic Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX, USA. jzhang20@mdanderson.org.
Department of Thoracic/Head and Neck Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA. jzhang20@mdanderson.org.

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