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Single-cell transcriptomics reveals immune suppression and cell states predictive of patient outcomes in rhabdomyosarcoma

Paediatric rhabdomyosarcoma (RMS) is a soft tissue malignancy of mesenchymal origin that is thought to arise as a consequence of derailed myogenic differentiation. Despite intensive treatment regimens, the prognosis for high-risk patients remains dismal. The cellular differentiation states underlyin...

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Autores principales: DeMartino, Jeff, Meister, Michael T., Visser, Lindy L., Brok, Mariël, Groot Koerkamp, Marian J. A., Wezenaar, Amber K. L., Hiemcke-Jiwa, Laura S., de Souza, Terezinha, Merks, Johannes H. M., Rios, Anne C., Holstege, Frank C. P., Margaritis, Thanasis, Drost, Jarno
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10224926/
https://www.ncbi.nlm.nih.gov/pubmed/37244912
http://dx.doi.org/10.1038/s41467-023-38886-8
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author DeMartino, Jeff
Meister, Michael T.
Visser, Lindy L.
Brok, Mariël
Groot Koerkamp, Marian J. A.
Wezenaar, Amber K. L.
Hiemcke-Jiwa, Laura S.
de Souza, Terezinha
Merks, Johannes H. M.
Rios, Anne C.
Holstege, Frank C. P.
Margaritis, Thanasis
Drost, Jarno
author_facet DeMartino, Jeff
Meister, Michael T.
Visser, Lindy L.
Brok, Mariël
Groot Koerkamp, Marian J. A.
Wezenaar, Amber K. L.
Hiemcke-Jiwa, Laura S.
de Souza, Terezinha
Merks, Johannes H. M.
Rios, Anne C.
Holstege, Frank C. P.
Margaritis, Thanasis
Drost, Jarno
author_sort DeMartino, Jeff
collection PubMed
description Paediatric rhabdomyosarcoma (RMS) is a soft tissue malignancy of mesenchymal origin that is thought to arise as a consequence of derailed myogenic differentiation. Despite intensive treatment regimens, the prognosis for high-risk patients remains dismal. The cellular differentiation states underlying RMS and how these relate to patient outcomes remain largely elusive. Here, we use single-cell mRNA sequencing to generate a transcriptomic atlas of RMS. Analysis of the RMS tumour niche reveals evidence of an immunosuppressive microenvironment. We also identify a putative interaction between NECTIN3 and TIGIT, specific to the more aggressive fusion-positive (FP) RMS subtype, as a potential cause of tumour-induced T-cell dysfunction. In malignant RMS cells, we define transcriptional programs reflective of normal myogenic differentiation and show that these cellular differentiation states are predictive of patient outcomes in both FP RMS and the less aggressive fusion-negative subtype. Our study reveals the potential of therapies targeting the immune microenvironment of RMS and suggests that assessing tumour differentiation states may enable a more refined risk stratification.
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spelling pubmed-102249262023-05-29 Single-cell transcriptomics reveals immune suppression and cell states predictive of patient outcomes in rhabdomyosarcoma DeMartino, Jeff Meister, Michael T. Visser, Lindy L. Brok, Mariël Groot Koerkamp, Marian J. A. Wezenaar, Amber K. L. Hiemcke-Jiwa, Laura S. de Souza, Terezinha Merks, Johannes H. M. Rios, Anne C. Holstege, Frank C. P. Margaritis, Thanasis Drost, Jarno Nat Commun Article Paediatric rhabdomyosarcoma (RMS) is a soft tissue malignancy of mesenchymal origin that is thought to arise as a consequence of derailed myogenic differentiation. Despite intensive treatment regimens, the prognosis for high-risk patients remains dismal. The cellular differentiation states underlying RMS and how these relate to patient outcomes remain largely elusive. Here, we use single-cell mRNA sequencing to generate a transcriptomic atlas of RMS. Analysis of the RMS tumour niche reveals evidence of an immunosuppressive microenvironment. We also identify a putative interaction between NECTIN3 and TIGIT, specific to the more aggressive fusion-positive (FP) RMS subtype, as a potential cause of tumour-induced T-cell dysfunction. In malignant RMS cells, we define transcriptional programs reflective of normal myogenic differentiation and show that these cellular differentiation states are predictive of patient outcomes in both FP RMS and the less aggressive fusion-negative subtype. Our study reveals the potential of therapies targeting the immune microenvironment of RMS and suggests that assessing tumour differentiation states may enable a more refined risk stratification. Nature Publishing Group UK 2023-05-27 /pmc/articles/PMC10224926/ /pubmed/37244912 http://dx.doi.org/10.1038/s41467-023-38886-8 Text en © The Author(s) 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
DeMartino, Jeff
Meister, Michael T.
Visser, Lindy L.
Brok, Mariël
Groot Koerkamp, Marian J. A.
Wezenaar, Amber K. L.
Hiemcke-Jiwa, Laura S.
de Souza, Terezinha
Merks, Johannes H. M.
Rios, Anne C.
Holstege, Frank C. P.
Margaritis, Thanasis
Drost, Jarno
Single-cell transcriptomics reveals immune suppression and cell states predictive of patient outcomes in rhabdomyosarcoma
title Single-cell transcriptomics reveals immune suppression and cell states predictive of patient outcomes in rhabdomyosarcoma
title_full Single-cell transcriptomics reveals immune suppression and cell states predictive of patient outcomes in rhabdomyosarcoma
title_fullStr Single-cell transcriptomics reveals immune suppression and cell states predictive of patient outcomes in rhabdomyosarcoma
title_full_unstemmed Single-cell transcriptomics reveals immune suppression and cell states predictive of patient outcomes in rhabdomyosarcoma
title_short Single-cell transcriptomics reveals immune suppression and cell states predictive of patient outcomes in rhabdomyosarcoma
title_sort single-cell transcriptomics reveals immune suppression and cell states predictive of patient outcomes in rhabdomyosarcoma
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10224926/
https://www.ncbi.nlm.nih.gov/pubmed/37244912
http://dx.doi.org/10.1038/s41467-023-38886-8
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