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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...
Autores principales: | , , , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2022
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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. |
format | Online Article Text |
id | pubmed-9587261 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
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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