Cargando…

Central nervous system immune interactome is a function of cancer lineage, tumor microenvironment, and STAT3 expression

BACKGROUND: Immune cell profiling of primary and metastatic CNS tumors has been focused on the tumor, not the tumor microenvironment (TME), or has been analyzed via biopsies. METHODS: En bloc resections of gliomas (n = 10) and lung metastases (n = 10) were analyzed via tissue segmentation and high-d...

Descripción completa

Detalles Bibliográficos
Autores principales: Najem, Hinda, Ott, Martina, Kassab, Cynthia, Rao, Arvind, Rao, Ganesh, Marisetty, Anantha, Sonabend, Adam M., Horbinski, Craig, Verhaak, Roel, Shankar, Anand, Krishnan, Santhoshi N., Varn, Frederick S., Arrieta, Víctor A., Gupta, Pravesh, Ferguson, Sherise D., Huse, Jason T., Fuller, Gregory N., Long, James P., Winkowski, Daniel E., Freiberg, Ben A., James, Charles David, Platanias, Leonidas C., Lesniak, Maciej S., Burks, Jared K., Heimberger, Amy B.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: American Society for Clinical Investigation 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9090258/
https://www.ncbi.nlm.nih.gov/pubmed/35316217
http://dx.doi.org/10.1172/jci.insight.157612
_version_ 1784704684135546880
author Najem, Hinda
Ott, Martina
Kassab, Cynthia
Rao, Arvind
Rao, Ganesh
Marisetty, Anantha
Sonabend, Adam M.
Horbinski, Craig
Verhaak, Roel
Shankar, Anand
Krishnan, Santhoshi N.
Varn, Frederick S.
Arrieta, Víctor A.
Gupta, Pravesh
Ferguson, Sherise D.
Huse, Jason T.
Fuller, Gregory N.
Long, James P.
Winkowski, Daniel E.
Freiberg, Ben A.
James, Charles David
Platanias, Leonidas C.
Lesniak, Maciej S.
Burks, Jared K.
Heimberger, Amy B.
author_facet Najem, Hinda
Ott, Martina
Kassab, Cynthia
Rao, Arvind
Rao, Ganesh
Marisetty, Anantha
Sonabend, Adam M.
Horbinski, Craig
Verhaak, Roel
Shankar, Anand
Krishnan, Santhoshi N.
Varn, Frederick S.
Arrieta, Víctor A.
Gupta, Pravesh
Ferguson, Sherise D.
Huse, Jason T.
Fuller, Gregory N.
Long, James P.
Winkowski, Daniel E.
Freiberg, Ben A.
James, Charles David
Platanias, Leonidas C.
Lesniak, Maciej S.
Burks, Jared K.
Heimberger, Amy B.
author_sort Najem, Hinda
collection PubMed
description BACKGROUND: Immune cell profiling of primary and metastatic CNS tumors has been focused on the tumor, not the tumor microenvironment (TME), or has been analyzed via biopsies. METHODS: En bloc resections of gliomas (n = 10) and lung metastases (n = 10) were analyzed via tissue segmentation and high-dimension Opal 7-color multiplex imaging. Single-cell RNA analyses were used to infer immune cell functionality. RESULTS: Within gliomas, T cells were localized in the infiltrating edge and perivascular space of tumors, while residing mostly in the stroma of metastatic tumors. CD163(+) macrophages were evident throughout the TME of metastatic tumors, whereas in gliomas, CD68(+), CD11c(+)CD68(+), and CD11c(+)CD68(+)CD163(+) cell subtypes were commonly observed. In lung metastases, T cells interacted with CD163(+) macrophages as dyads and clusters at the brain-tumor interface and within the tumor itself and as clusters within the necrotic core. In contrast, gliomas typically lacked dyad and cluster interactions, except for T cell CD68(+) cell dyads within the tumor. Analysis of transcriptomic data in glioblastomas revealed that innate immune cells expressed both proinflammatory and immunosuppressive gene signatures. CONCLUSION: Our results show that immunosuppressive macrophages are abundant within the TME and that the immune cell interactome between cancer lineages is distinct. Further, these data provide information for evaluating the role of different immune cell populations in brain tumor growth and therapeutic responses. FUNDING: This study was supported by the NIH (NS120547), a Developmental research project award (P50CA221747), ReMission Alliance, institutional funding from Northwestern University and the Lurie Comprehensive Cancer Center, and gifts from the Mosky family and Perry McKay. Performed in the Flow Cytometry & Cellular Imaging Core Facility at MD Anderson Cancer Center, this study received support in part from the NIH (CA016672) and the National Cancer Institute (NCI) Research Specialist award 1 (R50 CA243707). Additional support was provided by CCSG Bioinformatics Shared Resource 5 (P30 CA046592), a gift from Agilent Technologies, a Research Scholar Grant from the American Cancer Society (RSG-16-005-01), a Precision Health Investigator Award from University of Michigan (U-M) Precision Health, the NCI (R37-CA214955), startup institutional research funds from U-M, and a Biomedical Informatics & Data Science Training Grant (T32GM141746).
format Online
Article
Text
id pubmed-9090258
institution National Center for Biotechnology Information
language English
publishDate 2022
publisher American Society for Clinical Investigation
record_format MEDLINE/PubMed
spelling pubmed-90902582022-05-13 Central nervous system immune interactome is a function of cancer lineage, tumor microenvironment, and STAT3 expression Najem, Hinda Ott, Martina Kassab, Cynthia Rao, Arvind Rao, Ganesh Marisetty, Anantha Sonabend, Adam M. Horbinski, Craig Verhaak, Roel Shankar, Anand Krishnan, Santhoshi N. Varn, Frederick S. Arrieta, Víctor A. Gupta, Pravesh Ferguson, Sherise D. Huse, Jason T. Fuller, Gregory N. Long, James P. Winkowski, Daniel E. Freiberg, Ben A. James, Charles David Platanias, Leonidas C. Lesniak, Maciej S. Burks, Jared K. Heimberger, Amy B. JCI Insight Research Article BACKGROUND: Immune cell profiling of primary and metastatic CNS tumors has been focused on the tumor, not the tumor microenvironment (TME), or has been analyzed via biopsies. METHODS: En bloc resections of gliomas (n = 10) and lung metastases (n = 10) were analyzed via tissue segmentation and high-dimension Opal 7-color multiplex imaging. Single-cell RNA analyses were used to infer immune cell functionality. RESULTS: Within gliomas, T cells were localized in the infiltrating edge and perivascular space of tumors, while residing mostly in the stroma of metastatic tumors. CD163(+) macrophages were evident throughout the TME of metastatic tumors, whereas in gliomas, CD68(+), CD11c(+)CD68(+), and CD11c(+)CD68(+)CD163(+) cell subtypes were commonly observed. In lung metastases, T cells interacted with CD163(+) macrophages as dyads and clusters at the brain-tumor interface and within the tumor itself and as clusters within the necrotic core. In contrast, gliomas typically lacked dyad and cluster interactions, except for T cell CD68(+) cell dyads within the tumor. Analysis of transcriptomic data in glioblastomas revealed that innate immune cells expressed both proinflammatory and immunosuppressive gene signatures. CONCLUSION: Our results show that immunosuppressive macrophages are abundant within the TME and that the immune cell interactome between cancer lineages is distinct. Further, these data provide information for evaluating the role of different immune cell populations in brain tumor growth and therapeutic responses. FUNDING: This study was supported by the NIH (NS120547), a Developmental research project award (P50CA221747), ReMission Alliance, institutional funding from Northwestern University and the Lurie Comprehensive Cancer Center, and gifts from the Mosky family and Perry McKay. Performed in the Flow Cytometry & Cellular Imaging Core Facility at MD Anderson Cancer Center, this study received support in part from the NIH (CA016672) and the National Cancer Institute (NCI) Research Specialist award 1 (R50 CA243707). Additional support was provided by CCSG Bioinformatics Shared Resource 5 (P30 CA046592), a gift from Agilent Technologies, a Research Scholar Grant from the American Cancer Society (RSG-16-005-01), a Precision Health Investigator Award from University of Michigan (U-M) Precision Health, the NCI (R37-CA214955), startup institutional research funds from U-M, and a Biomedical Informatics & Data Science Training Grant (T32GM141746). American Society for Clinical Investigation 2022-05-09 /pmc/articles/PMC9090258/ /pubmed/35316217 http://dx.doi.org/10.1172/jci.insight.157612 Text en © 2022 Najem et al. https://creativecommons.org/licenses/by/4.0/This work is licensed under the Creative Commons Attribution 4.0 International License. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) .
spellingShingle Research Article
Najem, Hinda
Ott, Martina
Kassab, Cynthia
Rao, Arvind
Rao, Ganesh
Marisetty, Anantha
Sonabend, Adam M.
Horbinski, Craig
Verhaak, Roel
Shankar, Anand
Krishnan, Santhoshi N.
Varn, Frederick S.
Arrieta, Víctor A.
Gupta, Pravesh
Ferguson, Sherise D.
Huse, Jason T.
Fuller, Gregory N.
Long, James P.
Winkowski, Daniel E.
Freiberg, Ben A.
James, Charles David
Platanias, Leonidas C.
Lesniak, Maciej S.
Burks, Jared K.
Heimberger, Amy B.
Central nervous system immune interactome is a function of cancer lineage, tumor microenvironment, and STAT3 expression
title Central nervous system immune interactome is a function of cancer lineage, tumor microenvironment, and STAT3 expression
title_full Central nervous system immune interactome is a function of cancer lineage, tumor microenvironment, and STAT3 expression
title_fullStr Central nervous system immune interactome is a function of cancer lineage, tumor microenvironment, and STAT3 expression
title_full_unstemmed Central nervous system immune interactome is a function of cancer lineage, tumor microenvironment, and STAT3 expression
title_short Central nervous system immune interactome is a function of cancer lineage, tumor microenvironment, and STAT3 expression
title_sort central nervous system immune interactome is a function of cancer lineage, tumor microenvironment, and stat3 expression
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9090258/
https://www.ncbi.nlm.nih.gov/pubmed/35316217
http://dx.doi.org/10.1172/jci.insight.157612
work_keys_str_mv AT najemhinda centralnervoussystemimmuneinteractomeisafunctionofcancerlineagetumormicroenvironmentandstat3expression
AT ottmartina centralnervoussystemimmuneinteractomeisafunctionofcancerlineagetumormicroenvironmentandstat3expression
AT kassabcynthia centralnervoussystemimmuneinteractomeisafunctionofcancerlineagetumormicroenvironmentandstat3expression
AT raoarvind centralnervoussystemimmuneinteractomeisafunctionofcancerlineagetumormicroenvironmentandstat3expression
AT raoganesh centralnervoussystemimmuneinteractomeisafunctionofcancerlineagetumormicroenvironmentandstat3expression
AT marisettyanantha centralnervoussystemimmuneinteractomeisafunctionofcancerlineagetumormicroenvironmentandstat3expression
AT sonabendadamm centralnervoussystemimmuneinteractomeisafunctionofcancerlineagetumormicroenvironmentandstat3expression
AT horbinskicraig centralnervoussystemimmuneinteractomeisafunctionofcancerlineagetumormicroenvironmentandstat3expression
AT verhaakroel centralnervoussystemimmuneinteractomeisafunctionofcancerlineagetumormicroenvironmentandstat3expression
AT shankaranand centralnervoussystemimmuneinteractomeisafunctionofcancerlineagetumormicroenvironmentandstat3expression
AT krishnansanthoshin centralnervoussystemimmuneinteractomeisafunctionofcancerlineagetumormicroenvironmentandstat3expression
AT varnfredericks centralnervoussystemimmuneinteractomeisafunctionofcancerlineagetumormicroenvironmentandstat3expression
AT arrietavictora centralnervoussystemimmuneinteractomeisafunctionofcancerlineagetumormicroenvironmentandstat3expression
AT guptapravesh centralnervoussystemimmuneinteractomeisafunctionofcancerlineagetumormicroenvironmentandstat3expression
AT fergusonsherised centralnervoussystemimmuneinteractomeisafunctionofcancerlineagetumormicroenvironmentandstat3expression
AT husejasont centralnervoussystemimmuneinteractomeisafunctionofcancerlineagetumormicroenvironmentandstat3expression
AT fullergregoryn centralnervoussystemimmuneinteractomeisafunctionofcancerlineagetumormicroenvironmentandstat3expression
AT longjamesp centralnervoussystemimmuneinteractomeisafunctionofcancerlineagetumormicroenvironmentandstat3expression
AT winkowskidaniele centralnervoussystemimmuneinteractomeisafunctionofcancerlineagetumormicroenvironmentandstat3expression
AT freibergbena centralnervoussystemimmuneinteractomeisafunctionofcancerlineagetumormicroenvironmentandstat3expression
AT jamescharlesdavid centralnervoussystemimmuneinteractomeisafunctionofcancerlineagetumormicroenvironmentandstat3expression
AT plataniasleonidasc centralnervoussystemimmuneinteractomeisafunctionofcancerlineagetumormicroenvironmentandstat3expression
AT lesniakmaciejs centralnervoussystemimmuneinteractomeisafunctionofcancerlineagetumormicroenvironmentandstat3expression
AT burksjaredk centralnervoussystemimmuneinteractomeisafunctionofcancerlineagetumormicroenvironmentandstat3expression
AT heimbergeramyb centralnervoussystemimmuneinteractomeisafunctionofcancerlineagetumormicroenvironmentandstat3expression