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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...
Autores principales: | , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2020
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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 |
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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 |
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