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Single-nuclei and bulk-tissue gene-expression analysis of pheochromocytoma and paraganglioma links disease subtypes with tumor microenvironment

Pheochromocytomas (PC) and paragangliomas (PG) are rare neuroendocrine tumors associated with autonomic nerves. Here we use single-nuclei RNA-seq and bulk-tissue gene-expression data to characterize the cellular composition of PCPG and normal adrenal tissues, refine tumor gene-expression subtypes an...

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Autores principales: Zethoven, Magnus, Martelotto, Luciano, Pattison, Andrew, Bowen, Blake, Balachander, Shiva, Flynn, Aidan, Rossello, Fernando J., Hogg, Annette, Miller, Julie A., Frysak, Zdenek, Grimmond, Sean, Fishbein, Lauren, Tischler, Arthur S., Gill, Anthony J., Hicks, Rodney J., Dahia, Patricia L. M., Clifton-Bligh, Roderick, Pacak, Karel, Tothill, Richard W.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9587261/
https://www.ncbi.nlm.nih.gov/pubmed/36271074
http://dx.doi.org/10.1038/s41467-022-34011-3
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author Zethoven, Magnus
Martelotto, Luciano
Pattison, Andrew
Bowen, Blake
Balachander, Shiva
Flynn, Aidan
Rossello, Fernando J.
Hogg, Annette
Miller, Julie A.
Frysak, Zdenek
Grimmond, Sean
Fishbein, Lauren
Tischler, Arthur S.
Gill, Anthony J.
Hicks, Rodney J.
Dahia, Patricia L. M.
Clifton-Bligh, Roderick
Pacak, Karel
Tothill, Richard W.
author_facet Zethoven, Magnus
Martelotto, Luciano
Pattison, Andrew
Bowen, Blake
Balachander, Shiva
Flynn, Aidan
Rossello, Fernando J.
Hogg, Annette
Miller, Julie A.
Frysak, Zdenek
Grimmond, Sean
Fishbein, Lauren
Tischler, Arthur S.
Gill, Anthony J.
Hicks, Rodney J.
Dahia, Patricia L. M.
Clifton-Bligh, Roderick
Pacak, Karel
Tothill, Richard W.
author_sort Zethoven, Magnus
collection PubMed
description Pheochromocytomas (PC) and paragangliomas (PG) are rare neuroendocrine tumors associated with autonomic nerves. Here we use single-nuclei RNA-seq and bulk-tissue gene-expression data to characterize the cellular composition of PCPG and normal adrenal tissues, refine tumor gene-expression subtypes and make clinical and genotypic associations. We confirm seven PCPG gene-expression subtypes with significant genotype and clinical associations. Tumors with mutations in VHL, SDH-encoding genes (SDHx) or MAML3-fusions are characterized by hypoxia-inducible factor signaling and neoangiogenesis. PCPG have few infiltrating lymphocytes but abundant macrophages. While neoplastic cells transcriptionally resemble mature chromaffin cells, early chromaffin and neuroblast markers are also features of some PCPG subtypes. The gene-expression profile of metastatic SDHx-related PCPG indicates these tumors have elevated cellular proliferation and a lower number of non-neoplastic Schwann-cell-like cells, while GPR139 is a potential theranostic target. Our findings therefore clarify the diverse transcriptional programs and cellular composition of PCPG and identify biomarkers of potential clinical significance.
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spelling pubmed-95872612022-10-23 Single-nuclei and bulk-tissue gene-expression analysis of pheochromocytoma and paraganglioma links disease subtypes with tumor microenvironment Zethoven, Magnus Martelotto, Luciano Pattison, Andrew Bowen, Blake Balachander, Shiva Flynn, Aidan Rossello, Fernando J. Hogg, Annette Miller, Julie A. Frysak, Zdenek Grimmond, Sean Fishbein, Lauren Tischler, Arthur S. Gill, Anthony J. Hicks, Rodney J. Dahia, Patricia L. M. Clifton-Bligh, Roderick Pacak, Karel Tothill, Richard W. Nat Commun Article Pheochromocytomas (PC) and paragangliomas (PG) are rare neuroendocrine tumors associated with autonomic nerves. Here we use single-nuclei RNA-seq and bulk-tissue gene-expression data to characterize the cellular composition of PCPG and normal adrenal tissues, refine tumor gene-expression subtypes and make clinical and genotypic associations. We confirm seven PCPG gene-expression subtypes with significant genotype and clinical associations. Tumors with mutations in VHL, SDH-encoding genes (SDHx) or MAML3-fusions are characterized by hypoxia-inducible factor signaling and neoangiogenesis. PCPG have few infiltrating lymphocytes but abundant macrophages. While neoplastic cells transcriptionally resemble mature chromaffin cells, early chromaffin and neuroblast markers are also features of some PCPG subtypes. The gene-expression profile of metastatic SDHx-related PCPG indicates these tumors have elevated cellular proliferation and a lower number of non-neoplastic Schwann-cell-like cells, while GPR139 is a potential theranostic target. Our findings therefore clarify the diverse transcriptional programs and cellular composition of PCPG and identify biomarkers of potential clinical significance. Nature Publishing Group UK 2022-10-21 /pmc/articles/PMC9587261/ /pubmed/36271074 http://dx.doi.org/10.1038/s41467-022-34011-3 Text en © The Author(s) 2022, corrected publication 2023 https://creativecommons.org/licenses/by/4.0/Open Access This 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 license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license 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 license, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) .
spellingShingle Article
Zethoven, Magnus
Martelotto, Luciano
Pattison, Andrew
Bowen, Blake
Balachander, Shiva
Flynn, Aidan
Rossello, Fernando J.
Hogg, Annette
Miller, Julie A.
Frysak, Zdenek
Grimmond, Sean
Fishbein, Lauren
Tischler, Arthur S.
Gill, Anthony J.
Hicks, Rodney J.
Dahia, Patricia L. M.
Clifton-Bligh, Roderick
Pacak, Karel
Tothill, Richard W.
Single-nuclei and bulk-tissue gene-expression analysis of pheochromocytoma and paraganglioma links disease subtypes with tumor microenvironment
title Single-nuclei and bulk-tissue gene-expression analysis of pheochromocytoma and paraganglioma links disease subtypes with tumor microenvironment
title_full Single-nuclei and bulk-tissue gene-expression analysis of pheochromocytoma and paraganglioma links disease subtypes with tumor microenvironment
title_fullStr Single-nuclei and bulk-tissue gene-expression analysis of pheochromocytoma and paraganglioma links disease subtypes with tumor microenvironment
title_full_unstemmed Single-nuclei and bulk-tissue gene-expression analysis of pheochromocytoma and paraganglioma links disease subtypes with tumor microenvironment
title_short Single-nuclei and bulk-tissue gene-expression analysis of pheochromocytoma and paraganglioma links disease subtypes with tumor microenvironment
title_sort single-nuclei and bulk-tissue gene-expression analysis of pheochromocytoma and paraganglioma links disease subtypes with tumor microenvironment
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9587261/
https://www.ncbi.nlm.nih.gov/pubmed/36271074
http://dx.doi.org/10.1038/s41467-022-34011-3
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