Cargando…

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...

Descripción completa

Detalles Bibliográficos
Autores principales: 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.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier 2023
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
_version_ 1785122910060412928
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
work_keys_str_mv AT hølandmaren transcriptomicsubtypingofmalignantperipheralnervesheathtumourshighlightsimmunesignaturesgenomicprofilespatientsurvivalandtherapeutictargets
AT bergkajacg transcriptomicsubtypingofmalignantperipheralnervesheathtumourshighlightsimmunesignaturesgenomicprofilespatientsurvivalandtherapeutictargets
AT eilertseninaa transcriptomicsubtypingofmalignantperipheralnervesheathtumourshighlightsimmunesignaturesgenomicprofilespatientsurvivalandtherapeutictargets
AT bjerkehagenbodil transcriptomicsubtypingofmalignantperipheralnervesheathtumourshighlightsimmunesignaturesgenomicprofilespatientsurvivalandtherapeutictargets
AT kolbergmatthias transcriptomicsubtypingofmalignantperipheralnervesheathtumourshighlightsimmunesignaturesgenomicprofilespatientsurvivalandtherapeutictargets
AT boyekjetil transcriptomicsubtypingofmalignantperipheralnervesheathtumourshighlightsimmunesignaturesgenomicprofilespatientsurvivalandtherapeutictargets
AT lingjærdeolechristian transcriptomicsubtypingofmalignantperipheralnervesheathtumourshighlightsimmunesignaturesgenomicprofilespatientsurvivalandtherapeutictargets
AT gurentormodk transcriptomicsubtypingofmalignantperipheralnervesheathtumourshighlightsimmunesignaturesgenomicprofilespatientsurvivalandtherapeutictargets
AT mandahlnils transcriptomicsubtypingofmalignantperipheralnervesheathtumourshighlightsimmunesignaturesgenomicprofilespatientsurvivalandtherapeutictargets
AT vandenbergeva transcriptomicsubtypingofmalignantperipheralnervesheathtumourshighlightsimmunesignaturesgenomicprofilespatientsurvivalandtherapeutictargets
AT palmeriniemanuela transcriptomicsubtypingofmalignantperipheralnervesheathtumourshighlightsimmunesignaturesgenomicprofilespatientsurvivalandtherapeutictargets
AT smelandsigbjørn transcriptomicsubtypingofmalignantperipheralnervesheathtumourshighlightsimmunesignaturesgenomicprofilespatientsurvivalandtherapeutictargets
AT piccipiero transcriptomicsubtypingofmalignantperipheralnervesheathtumourshighlightsimmunesignaturesgenomicprofilespatientsurvivalandtherapeutictargets
AT mertensfredrik transcriptomicsubtypingofmalignantperipheralnervesheathtumourshighlightsimmunesignaturesgenomicprofilespatientsurvivalandtherapeutictargets
AT sveenanita transcriptomicsubtypingofmalignantperipheralnervesheathtumourshighlightsimmunesignaturesgenomicprofilespatientsurvivalandtherapeutictargets
AT lotheragnhilda transcriptomicsubtypingofmalignantperipheralnervesheathtumourshighlightsimmunesignaturesgenomicprofilespatientsurvivalandtherapeutictargets