Cargando…

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

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 (IH...

Descripción completa

Detalles Bibliográficos
Autores principales: Lee, Won-Chul, Reuben, Alexandre, Hu, Xin, McGranahan, Nicholas, Chen, Runzhe, Jalali, Ali, Negrao, Marcelo V., Hubert, Shawna M., Tang, Chad, Wu, Chia-Chin, Lucas, Anthony San, Roh, Whijae, Suda, Kenichi, Kim, Jihye, Tan, Aik-Choon, Peng, David H., Lu, Wei, Tang, Ximing, Chow, Chi-Wan, Fujimoto, Junya, Behrens, Carmen, Kalhor, Neda, Fukumura, Kazutaka, Coyle, Marcus, Thornton, Rebecca, Gumbs, Curtis, Li, Jun, Wu, Chang-Jiun, Little, Latasha, Roarty, Emily, Song, Xingzhi, Lee, J. Jack, Sulman, Erik P., Rao, Ganesh, Swisher, Stephen, Diao, Lixia, Wang, Jing, Heymach, John V., Huse, Jason T., Scheet, Paul, Wistuba, Ignacio I., Gibbons, Don L., Futreal, P. Andrew, Zhang, Jianhua, Gomez, Daniel, Zhang, Jianjun
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7640699/
https://www.ncbi.nlm.nih.gov/pubmed/33148332
http://dx.doi.org/10.1186/s13059-020-02175-0
_version_ 1783605801552707584
author Lee, Won-Chul
Reuben, Alexandre
Hu, Xin
McGranahan, Nicholas
Chen, Runzhe
Jalali, Ali
Negrao, Marcelo V.
Hubert, Shawna M.
Tang, Chad
Wu, Chia-Chin
Lucas, Anthony San
Roh, Whijae
Suda, Kenichi
Kim, Jihye
Tan, Aik-Choon
Peng, David H.
Lu, Wei
Tang, Ximing
Chow, Chi-Wan
Fujimoto, Junya
Behrens, Carmen
Kalhor, Neda
Fukumura, Kazutaka
Coyle, Marcus
Thornton, Rebecca
Gumbs, Curtis
Li, Jun
Wu, Chang-Jiun
Little, Latasha
Roarty, Emily
Song, Xingzhi
Lee, J. Jack
Sulman, Erik P.
Rao, Ganesh
Swisher, Stephen
Diao, Lixia
Wang, Jing
Heymach, John V.
Huse, Jason T.
Scheet, Paul
Wistuba, Ignacio I.
Gibbons, Don L.
Futreal, P. Andrew
Zhang, Jianhua
Gomez, Daniel
Zhang, Jianjun
author_facet Lee, Won-Chul
Reuben, Alexandre
Hu, Xin
McGranahan, Nicholas
Chen, Runzhe
Jalali, Ali
Negrao, Marcelo V.
Hubert, Shawna M.
Tang, Chad
Wu, Chia-Chin
Lucas, Anthony San
Roh, Whijae
Suda, Kenichi
Kim, Jihye
Tan, Aik-Choon
Peng, David H.
Lu, Wei
Tang, Ximing
Chow, Chi-Wan
Fujimoto, Junya
Behrens, Carmen
Kalhor, Neda
Fukumura, Kazutaka
Coyle, Marcus
Thornton, Rebecca
Gumbs, Curtis
Li, Jun
Wu, Chang-Jiun
Little, Latasha
Roarty, Emily
Song, Xingzhi
Lee, J. Jack
Sulman, Erik P.
Rao, Ganesh
Swisher, Stephen
Diao, Lixia
Wang, Jing
Heymach, John V.
Huse, Jason T.
Scheet, Paul
Wistuba, Ignacio I.
Gibbons, Don L.
Futreal, P. Andrew
Zhang, Jianhua
Gomez, Daniel
Zhang, Jianjun
author_sort Lee, Won-Chul
collection PubMed
description 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.
format Online
Article
Text
id pubmed-7640699
institution National Center for Biotechnology Information
language English
publishDate 2020
publisher BioMed Central
record_format MEDLINE/PubMed
spelling pubmed-76406992020-11-05 Multiomics profiling of primary lung cancers and distant metastases reveals immunosuppression as a common characteristic of tumor cells with metastatic plasticity Lee, Won-Chul Reuben, Alexandre Hu, Xin McGranahan, Nicholas Chen, Runzhe Jalali, Ali Negrao, Marcelo V. Hubert, Shawna M. Tang, Chad Wu, Chia-Chin Lucas, Anthony San Roh, Whijae Suda, Kenichi Kim, Jihye Tan, Aik-Choon Peng, David H. Lu, Wei Tang, Ximing Chow, Chi-Wan Fujimoto, Junya Behrens, Carmen Kalhor, Neda Fukumura, Kazutaka Coyle, Marcus Thornton, Rebecca Gumbs, Curtis Li, Jun Wu, Chang-Jiun Little, Latasha Roarty, Emily Song, Xingzhi Lee, J. Jack Sulman, Erik P. Rao, Ganesh Swisher, Stephen Diao, Lixia Wang, Jing Heymach, John V. Huse, Jason T. Scheet, Paul Wistuba, Ignacio I. Gibbons, Don L. Futreal, P. Andrew Zhang, Jianhua Gomez, Daniel Zhang, Jianjun Genome Biol Research 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. BioMed Central 2020-11-04 /pmc/articles/PMC7640699/ /pubmed/33148332 http://dx.doi.org/10.1186/s13059-020-02175-0 Text en © The Author(s) 2020 Open AccessThis article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/. The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated in a credit line to the data.
spellingShingle Research
Lee, Won-Chul
Reuben, Alexandre
Hu, Xin
McGranahan, Nicholas
Chen, Runzhe
Jalali, Ali
Negrao, Marcelo V.
Hubert, Shawna M.
Tang, Chad
Wu, Chia-Chin
Lucas, Anthony San
Roh, Whijae
Suda, Kenichi
Kim, Jihye
Tan, Aik-Choon
Peng, David H.
Lu, Wei
Tang, Ximing
Chow, Chi-Wan
Fujimoto, Junya
Behrens, Carmen
Kalhor, Neda
Fukumura, Kazutaka
Coyle, Marcus
Thornton, Rebecca
Gumbs, Curtis
Li, Jun
Wu, Chang-Jiun
Little, Latasha
Roarty, Emily
Song, Xingzhi
Lee, J. Jack
Sulman, Erik P.
Rao, Ganesh
Swisher, Stephen
Diao, Lixia
Wang, Jing
Heymach, John V.
Huse, Jason T.
Scheet, Paul
Wistuba, Ignacio I.
Gibbons, Don L.
Futreal, P. Andrew
Zhang, Jianhua
Gomez, Daniel
Zhang, Jianjun
Multiomics profiling of primary lung cancers and distant metastases reveals immunosuppression as a common characteristic of tumor cells with metastatic plasticity
title Multiomics profiling of primary lung cancers and distant metastases reveals immunosuppression as a common characteristic of tumor cells with metastatic plasticity
title_full Multiomics profiling of primary lung cancers and distant metastases reveals immunosuppression as a common characteristic of tumor cells with metastatic plasticity
title_fullStr Multiomics profiling of primary lung cancers and distant metastases reveals immunosuppression as a common characteristic of tumor cells with metastatic plasticity
title_full_unstemmed Multiomics profiling of primary lung cancers and distant metastases reveals immunosuppression as a common characteristic of tumor cells with metastatic plasticity
title_short Multiomics profiling of primary lung cancers and distant metastases reveals immunosuppression as a common characteristic of tumor cells with metastatic plasticity
title_sort multiomics profiling of primary lung cancers and distant metastases reveals immunosuppression as a common characteristic of tumor cells with metastatic plasticity
topic Research
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7640699/
https://www.ncbi.nlm.nih.gov/pubmed/33148332
http://dx.doi.org/10.1186/s13059-020-02175-0
work_keys_str_mv AT leewonchul multiomicsprofilingofprimarylungcancersanddistantmetastasesrevealsimmunosuppressionasacommoncharacteristicoftumorcellswithmetastaticplasticity
AT reubenalexandre multiomicsprofilingofprimarylungcancersanddistantmetastasesrevealsimmunosuppressionasacommoncharacteristicoftumorcellswithmetastaticplasticity
AT huxin multiomicsprofilingofprimarylungcancersanddistantmetastasesrevealsimmunosuppressionasacommoncharacteristicoftumorcellswithmetastaticplasticity
AT mcgranahannicholas multiomicsprofilingofprimarylungcancersanddistantmetastasesrevealsimmunosuppressionasacommoncharacteristicoftumorcellswithmetastaticplasticity
AT chenrunzhe multiomicsprofilingofprimarylungcancersanddistantmetastasesrevealsimmunosuppressionasacommoncharacteristicoftumorcellswithmetastaticplasticity
AT jalaliali multiomicsprofilingofprimarylungcancersanddistantmetastasesrevealsimmunosuppressionasacommoncharacteristicoftumorcellswithmetastaticplasticity
AT negraomarcelov multiomicsprofilingofprimarylungcancersanddistantmetastasesrevealsimmunosuppressionasacommoncharacteristicoftumorcellswithmetastaticplasticity
AT hubertshawnam multiomicsprofilingofprimarylungcancersanddistantmetastasesrevealsimmunosuppressionasacommoncharacteristicoftumorcellswithmetastaticplasticity
AT tangchad multiomicsprofilingofprimarylungcancersanddistantmetastasesrevealsimmunosuppressionasacommoncharacteristicoftumorcellswithmetastaticplasticity
AT wuchiachin multiomicsprofilingofprimarylungcancersanddistantmetastasesrevealsimmunosuppressionasacommoncharacteristicoftumorcellswithmetastaticplasticity
AT lucasanthonysan multiomicsprofilingofprimarylungcancersanddistantmetastasesrevealsimmunosuppressionasacommoncharacteristicoftumorcellswithmetastaticplasticity
AT rohwhijae multiomicsprofilingofprimarylungcancersanddistantmetastasesrevealsimmunosuppressionasacommoncharacteristicoftumorcellswithmetastaticplasticity
AT sudakenichi multiomicsprofilingofprimarylungcancersanddistantmetastasesrevealsimmunosuppressionasacommoncharacteristicoftumorcellswithmetastaticplasticity
AT kimjihye multiomicsprofilingofprimarylungcancersanddistantmetastasesrevealsimmunosuppressionasacommoncharacteristicoftumorcellswithmetastaticplasticity
AT tanaikchoon multiomicsprofilingofprimarylungcancersanddistantmetastasesrevealsimmunosuppressionasacommoncharacteristicoftumorcellswithmetastaticplasticity
AT pengdavidh multiomicsprofilingofprimarylungcancersanddistantmetastasesrevealsimmunosuppressionasacommoncharacteristicoftumorcellswithmetastaticplasticity
AT luwei multiomicsprofilingofprimarylungcancersanddistantmetastasesrevealsimmunosuppressionasacommoncharacteristicoftumorcellswithmetastaticplasticity
AT tangximing multiomicsprofilingofprimarylungcancersanddistantmetastasesrevealsimmunosuppressionasacommoncharacteristicoftumorcellswithmetastaticplasticity
AT chowchiwan multiomicsprofilingofprimarylungcancersanddistantmetastasesrevealsimmunosuppressionasacommoncharacteristicoftumorcellswithmetastaticplasticity
AT fujimotojunya multiomicsprofilingofprimarylungcancersanddistantmetastasesrevealsimmunosuppressionasacommoncharacteristicoftumorcellswithmetastaticplasticity
AT behrenscarmen multiomicsprofilingofprimarylungcancersanddistantmetastasesrevealsimmunosuppressionasacommoncharacteristicoftumorcellswithmetastaticplasticity
AT kalhorneda multiomicsprofilingofprimarylungcancersanddistantmetastasesrevealsimmunosuppressionasacommoncharacteristicoftumorcellswithmetastaticplasticity
AT fukumurakazutaka multiomicsprofilingofprimarylungcancersanddistantmetastasesrevealsimmunosuppressionasacommoncharacteristicoftumorcellswithmetastaticplasticity
AT coylemarcus multiomicsprofilingofprimarylungcancersanddistantmetastasesrevealsimmunosuppressionasacommoncharacteristicoftumorcellswithmetastaticplasticity
AT thorntonrebecca multiomicsprofilingofprimarylungcancersanddistantmetastasesrevealsimmunosuppressionasacommoncharacteristicoftumorcellswithmetastaticplasticity
AT gumbscurtis multiomicsprofilingofprimarylungcancersanddistantmetastasesrevealsimmunosuppressionasacommoncharacteristicoftumorcellswithmetastaticplasticity
AT lijun multiomicsprofilingofprimarylungcancersanddistantmetastasesrevealsimmunosuppressionasacommoncharacteristicoftumorcellswithmetastaticplasticity
AT wuchangjiun multiomicsprofilingofprimarylungcancersanddistantmetastasesrevealsimmunosuppressionasacommoncharacteristicoftumorcellswithmetastaticplasticity
AT littlelatasha multiomicsprofilingofprimarylungcancersanddistantmetastasesrevealsimmunosuppressionasacommoncharacteristicoftumorcellswithmetastaticplasticity
AT roartyemily multiomicsprofilingofprimarylungcancersanddistantmetastasesrevealsimmunosuppressionasacommoncharacteristicoftumorcellswithmetastaticplasticity
AT songxingzhi multiomicsprofilingofprimarylungcancersanddistantmetastasesrevealsimmunosuppressionasacommoncharacteristicoftumorcellswithmetastaticplasticity
AT leejjack multiomicsprofilingofprimarylungcancersanddistantmetastasesrevealsimmunosuppressionasacommoncharacteristicoftumorcellswithmetastaticplasticity
AT sulmanerikp multiomicsprofilingofprimarylungcancersanddistantmetastasesrevealsimmunosuppressionasacommoncharacteristicoftumorcellswithmetastaticplasticity
AT raoganesh multiomicsprofilingofprimarylungcancersanddistantmetastasesrevealsimmunosuppressionasacommoncharacteristicoftumorcellswithmetastaticplasticity
AT swisherstephen multiomicsprofilingofprimarylungcancersanddistantmetastasesrevealsimmunosuppressionasacommoncharacteristicoftumorcellswithmetastaticplasticity
AT diaolixia multiomicsprofilingofprimarylungcancersanddistantmetastasesrevealsimmunosuppressionasacommoncharacteristicoftumorcellswithmetastaticplasticity
AT wangjing multiomicsprofilingofprimarylungcancersanddistantmetastasesrevealsimmunosuppressionasacommoncharacteristicoftumorcellswithmetastaticplasticity
AT heymachjohnv multiomicsprofilingofprimarylungcancersanddistantmetastasesrevealsimmunosuppressionasacommoncharacteristicoftumorcellswithmetastaticplasticity
AT husejasont multiomicsprofilingofprimarylungcancersanddistantmetastasesrevealsimmunosuppressionasacommoncharacteristicoftumorcellswithmetastaticplasticity
AT scheetpaul multiomicsprofilingofprimarylungcancersanddistantmetastasesrevealsimmunosuppressionasacommoncharacteristicoftumorcellswithmetastaticplasticity
AT wistubaignacioi multiomicsprofilingofprimarylungcancersanddistantmetastasesrevealsimmunosuppressionasacommoncharacteristicoftumorcellswithmetastaticplasticity
AT gibbonsdonl multiomicsprofilingofprimarylungcancersanddistantmetastasesrevealsimmunosuppressionasacommoncharacteristicoftumorcellswithmetastaticplasticity
AT futrealpandrew multiomicsprofilingofprimarylungcancersanddistantmetastasesrevealsimmunosuppressionasacommoncharacteristicoftumorcellswithmetastaticplasticity
AT zhangjianhua multiomicsprofilingofprimarylungcancersanddistantmetastasesrevealsimmunosuppressionasacommoncharacteristicoftumorcellswithmetastaticplasticity
AT gomezdaniel multiomicsprofilingofprimarylungcancersanddistantmetastasesrevealsimmunosuppressionasacommoncharacteristicoftumorcellswithmetastaticplasticity
AT zhangjianjun multiomicsprofilingofprimarylungcancersanddistantmetastasesrevealsimmunosuppressionasacommoncharacteristicoftumorcellswithmetastaticplasticity