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Transcriptomic subtyping of malignant peripheral nerve sheath tumours highlights immune signatures, genomic profiles, patient survival and therapeutic targets
BACKGROUND: Malignant peripheral nerve sheath tumour (MPNST) is an aggressive orphan disease commonly affecting adolescents or young adults. Current knowledge of molecular tumour biology has been insufficient for development of rational treatment strategies. We aimed to discover molecular subtypes o...
Autores principales: | , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Elsevier
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10585232/ https://www.ncbi.nlm.nih.gov/pubmed/37837931 http://dx.doi.org/10.1016/j.ebiom.2023.104829 |
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author | Høland, Maren Berg, Kaja C.G. Eilertsen, Ina A. Bjerkehagen, Bodil Kolberg, Matthias Boye, Kjetil Lingjærde, Ole Christian Guren, Tormod K. Mandahl, Nils van den Berg, Eva Palmerini, Emanuela Smeland, Sigbjørn Picci, Piero Mertens, Fredrik Sveen, Anita Lothe, Ragnhild A. |
author_facet | Høland, Maren Berg, Kaja C.G. Eilertsen, Ina A. Bjerkehagen, Bodil Kolberg, Matthias Boye, Kjetil Lingjærde, Ole Christian Guren, Tormod K. Mandahl, Nils van den Berg, Eva Palmerini, Emanuela Smeland, Sigbjørn Picci, Piero Mertens, Fredrik Sveen, Anita Lothe, Ragnhild A. |
author_sort | Høland, Maren |
collection | PubMed |
description | BACKGROUND: Malignant peripheral nerve sheath tumour (MPNST) is an aggressive orphan disease commonly affecting adolescents or young adults. Current knowledge of molecular tumour biology has been insufficient for development of rational treatment strategies. We aimed to discover molecular subtypes of potential clinical relevance. METHODS: Fresh frozen samples of MPNSTs (n = 94) and benign neurofibromas (n = 28) from 115 patients in a European multicentre study were analysed by DNA copy number and/or transcriptomic profiling. Unsupervised transcriptomic subtyping was performed and the subtypes characterized for genomic aberrations, clinicopathological associations and patient survival. FINDINGS: MPNSTs were classified into two transcriptomic subtypes defined primarily by immune signatures and proliferative processes. “Immune active” MPNSTs (44%) had sustained immune signals relative to neurofibromas, were more frequently low-grade (P = 0.01) and had favourable prognostic associations in a multivariable model of disease-specific survival with clinicopathological factors (hazard ratio 0.25, P = 0.003). “Immune deficient” MPNSTs were more aggressive and characterized by proliferative signatures, high genomic complexity, aberrant TP53 and PRC2 loss, as well as high relative expression of several potential actionable targets (EGFR, ERBB2, EZH2, KIF11, PLK1, RRM2). Integrated gene-wise analyses suggested a DNA copy number-basis for proliferative transcriptomic signatures in particular, and the tumour copy number burden further stratified the transcriptomic subtypes according to patient prognosis (P < 0.01). INTERPRETATION: Approximately half of MPNSTs belong to an “immune deficient” transcriptomic subtype associated with an aggressive disease course, PRC2 loss and expression of several potential therapeutic targets, providing a rationale for molecularly-guided intervention trials. FUNDING: Research grants from non-profit organizations, as stated in the Acknowledgements. |
format | Online Article Text |
id | pubmed-10585232 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Elsevier |
record_format | MEDLINE/PubMed |
spelling | pubmed-105852322023-10-20 Transcriptomic subtyping of malignant peripheral nerve sheath tumours highlights immune signatures, genomic profiles, patient survival and therapeutic targets Høland, Maren Berg, Kaja C.G. Eilertsen, Ina A. Bjerkehagen, Bodil Kolberg, Matthias Boye, Kjetil Lingjærde, Ole Christian Guren, Tormod K. Mandahl, Nils van den Berg, Eva Palmerini, Emanuela Smeland, Sigbjørn Picci, Piero Mertens, Fredrik Sveen, Anita Lothe, Ragnhild A. eBioMedicine Articles BACKGROUND: Malignant peripheral nerve sheath tumour (MPNST) is an aggressive orphan disease commonly affecting adolescents or young adults. Current knowledge of molecular tumour biology has been insufficient for development of rational treatment strategies. We aimed to discover molecular subtypes of potential clinical relevance. METHODS: Fresh frozen samples of MPNSTs (n = 94) and benign neurofibromas (n = 28) from 115 patients in a European multicentre study were analysed by DNA copy number and/or transcriptomic profiling. Unsupervised transcriptomic subtyping was performed and the subtypes characterized for genomic aberrations, clinicopathological associations and patient survival. FINDINGS: MPNSTs were classified into two transcriptomic subtypes defined primarily by immune signatures and proliferative processes. “Immune active” MPNSTs (44%) had sustained immune signals relative to neurofibromas, were more frequently low-grade (P = 0.01) and had favourable prognostic associations in a multivariable model of disease-specific survival with clinicopathological factors (hazard ratio 0.25, P = 0.003). “Immune deficient” MPNSTs were more aggressive and characterized by proliferative signatures, high genomic complexity, aberrant TP53 and PRC2 loss, as well as high relative expression of several potential actionable targets (EGFR, ERBB2, EZH2, KIF11, PLK1, RRM2). Integrated gene-wise analyses suggested a DNA copy number-basis for proliferative transcriptomic signatures in particular, and the tumour copy number burden further stratified the transcriptomic subtypes according to patient prognosis (P < 0.01). INTERPRETATION: Approximately half of MPNSTs belong to an “immune deficient” transcriptomic subtype associated with an aggressive disease course, PRC2 loss and expression of several potential therapeutic targets, providing a rationale for molecularly-guided intervention trials. FUNDING: Research grants from non-profit organizations, as stated in the Acknowledgements. Elsevier 2023-10-12 /pmc/articles/PMC10585232/ /pubmed/37837931 http://dx.doi.org/10.1016/j.ebiom.2023.104829 Text en © 2023 The Author(s) https://creativecommons.org/licenses/by/4.0/This is an open access article under the CC BY license (http://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Articles Høland, Maren Berg, Kaja C.G. Eilertsen, Ina A. Bjerkehagen, Bodil Kolberg, Matthias Boye, Kjetil Lingjærde, Ole Christian Guren, Tormod K. Mandahl, Nils van den Berg, Eva Palmerini, Emanuela Smeland, Sigbjørn Picci, Piero Mertens, Fredrik Sveen, Anita Lothe, Ragnhild A. Transcriptomic subtyping of malignant peripheral nerve sheath tumours highlights immune signatures, genomic profiles, patient survival and therapeutic targets |
title | Transcriptomic subtyping of malignant peripheral nerve sheath tumours highlights immune signatures, genomic profiles, patient survival and therapeutic targets |
title_full | Transcriptomic subtyping of malignant peripheral nerve sheath tumours highlights immune signatures, genomic profiles, patient survival and therapeutic targets |
title_fullStr | Transcriptomic subtyping of malignant peripheral nerve sheath tumours highlights immune signatures, genomic profiles, patient survival and therapeutic targets |
title_full_unstemmed | Transcriptomic subtyping of malignant peripheral nerve sheath tumours highlights immune signatures, genomic profiles, patient survival and therapeutic targets |
title_short | Transcriptomic subtyping of malignant peripheral nerve sheath tumours highlights immune signatures, genomic profiles, patient survival and therapeutic targets |
title_sort | transcriptomic subtyping of malignant peripheral nerve sheath tumours highlights immune signatures, genomic profiles, patient survival and therapeutic targets |
topic | Articles |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10585232/ https://www.ncbi.nlm.nih.gov/pubmed/37837931 http://dx.doi.org/10.1016/j.ebiom.2023.104829 |
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