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Spatial concordance of DNA methylation classification in diffuse glioma

BACKGROUND: Intratumoral heterogeneity is a hallmark of diffuse gliomas. DNA methylation profiling is an emerging approach in the clinical classification of brain tumors. The goal of this study is to investigate the effects of intratumoral heterogeneity on classification confidence. METHODS: We used...

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Autores principales: Verburg, Niels, Barthel, Floris P, Anderson, Kevin J, Johnson, Kevin C, Koopman, Thomas, Yaqub, Maqsood M, Hoekstra, Otto S, Lammertsma, Adriaan A, Barkhof, Frederik, Pouwels, Petra J W, Reijneveld, Jaap C, Rozemuller, Annemieke J M, Beliën, Jeroen A M, Boellaard, Ronald, Taylor, Michael D, Das, Sunit, Costello, Joseph F, Vandertop, William Peter, Wesseling, Pieter, de Witt Hamer, Philip C, Verhaak, Roel G W
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Oxford University Press 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8643482/
https://www.ncbi.nlm.nih.gov/pubmed/34049406
http://dx.doi.org/10.1093/neuonc/noab134
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author Verburg, Niels
Barthel, Floris P
Anderson, Kevin J
Johnson, Kevin C
Koopman, Thomas
Yaqub, Maqsood M
Hoekstra, Otto S
Lammertsma, Adriaan A
Barkhof, Frederik
Pouwels, Petra J W
Reijneveld, Jaap C
Rozemuller, Annemieke J M
Beliën, Jeroen A M
Boellaard, Ronald
Taylor, Michael D
Das, Sunit
Costello, Joseph F
Vandertop, William Peter
Wesseling, Pieter
de Witt Hamer, Philip C
Verhaak, Roel G W
author_facet Verburg, Niels
Barthel, Floris P
Anderson, Kevin J
Johnson, Kevin C
Koopman, Thomas
Yaqub, Maqsood M
Hoekstra, Otto S
Lammertsma, Adriaan A
Barkhof, Frederik
Pouwels, Petra J W
Reijneveld, Jaap C
Rozemuller, Annemieke J M
Beliën, Jeroen A M
Boellaard, Ronald
Taylor, Michael D
Das, Sunit
Costello, Joseph F
Vandertop, William Peter
Wesseling, Pieter
de Witt Hamer, Philip C
Verhaak, Roel G W
author_sort Verburg, Niels
collection PubMed
description BACKGROUND: Intratumoral heterogeneity is a hallmark of diffuse gliomas. DNA methylation profiling is an emerging approach in the clinical classification of brain tumors. The goal of this study is to investigate the effects of intratumoral heterogeneity on classification confidence. METHODS: We used neuronavigation to acquire 133 image-guided and spatially separated stereotactic biopsy samples from 16 adult patients with a diffuse glioma (7 IDH-wildtype and 2 IDH-mutant glioblastoma, 6 diffuse astrocytoma, IDH-mutant and 1 oligodendroglioma, IDH-mutant and 1p19q codeleted), which we characterized using DNA methylation arrays. Samples were obtained from regions with and without abnormalities on contrast-enhanced T1-weighted and fluid-attenuated inversion recovery MRI. Methylation profiles were analyzed to devise a 3-dimensional reconstruction of (epi)genetic heterogeneity. Tumor purity was assessed from clonal methylation sites. RESULTS: Molecular aberrations indicated that tumor was found outside imaging abnormalities, underlining the infiltrative nature of this tumor and the limitations of current routine imaging modalities. We demonstrate that tumor purity is highly variable between samples and explains a substantial part of apparent epigenetic spatial heterogeneity. We observed that DNA methylation subtypes are often, but not always, conserved in space taking tumor purity and prediction accuracy into account. CONCLUSION: Our results underscore the infiltrative nature of diffuse gliomas and suggest that DNA methylation subtypes are relatively concordant in this tumor type, although some heterogeneity exists.
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spelling pubmed-86434822021-12-06 Spatial concordance of DNA methylation classification in diffuse glioma Verburg, Niels Barthel, Floris P Anderson, Kevin J Johnson, Kevin C Koopman, Thomas Yaqub, Maqsood M Hoekstra, Otto S Lammertsma, Adriaan A Barkhof, Frederik Pouwels, Petra J W Reijneveld, Jaap C Rozemuller, Annemieke J M Beliën, Jeroen A M Boellaard, Ronald Taylor, Michael D Das, Sunit Costello, Joseph F Vandertop, William Peter Wesseling, Pieter de Witt Hamer, Philip C Verhaak, Roel G W Neuro Oncol Basic and Translational Investigations BACKGROUND: Intratumoral heterogeneity is a hallmark of diffuse gliomas. DNA methylation profiling is an emerging approach in the clinical classification of brain tumors. The goal of this study is to investigate the effects of intratumoral heterogeneity on classification confidence. METHODS: We used neuronavigation to acquire 133 image-guided and spatially separated stereotactic biopsy samples from 16 adult patients with a diffuse glioma (7 IDH-wildtype and 2 IDH-mutant glioblastoma, 6 diffuse astrocytoma, IDH-mutant and 1 oligodendroglioma, IDH-mutant and 1p19q codeleted), which we characterized using DNA methylation arrays. Samples were obtained from regions with and without abnormalities on contrast-enhanced T1-weighted and fluid-attenuated inversion recovery MRI. Methylation profiles were analyzed to devise a 3-dimensional reconstruction of (epi)genetic heterogeneity. Tumor purity was assessed from clonal methylation sites. RESULTS: Molecular aberrations indicated that tumor was found outside imaging abnormalities, underlining the infiltrative nature of this tumor and the limitations of current routine imaging modalities. We demonstrate that tumor purity is highly variable between samples and explains a substantial part of apparent epigenetic spatial heterogeneity. We observed that DNA methylation subtypes are often, but not always, conserved in space taking tumor purity and prediction accuracy into account. CONCLUSION: Our results underscore the infiltrative nature of diffuse gliomas and suggest that DNA methylation subtypes are relatively concordant in this tumor type, although some heterogeneity exists. Oxford University Press 2021-05-28 /pmc/articles/PMC8643482/ /pubmed/34049406 http://dx.doi.org/10.1093/neuonc/noab134 Text en © The Author(s) 2021. Published by Oxford University Press on behalf of the Society for Neuro-Oncology. https://creativecommons.org/licenses/by-nc/4.0/This is an Open Access article distributed under the terms of the Creative Commons Attribution-NonCommercial License (https://creativecommons.org/licenses/by-nc/4.0/), which permits non-commercial re-use, distribution, and reproduction in any medium, provided the original work is properly cited. For commercial re-use, please contact journals.permissions@oup.com
spellingShingle Basic and Translational Investigations
Verburg, Niels
Barthel, Floris P
Anderson, Kevin J
Johnson, Kevin C
Koopman, Thomas
Yaqub, Maqsood M
Hoekstra, Otto S
Lammertsma, Adriaan A
Barkhof, Frederik
Pouwels, Petra J W
Reijneveld, Jaap C
Rozemuller, Annemieke J M
Beliën, Jeroen A M
Boellaard, Ronald
Taylor, Michael D
Das, Sunit
Costello, Joseph F
Vandertop, William Peter
Wesseling, Pieter
de Witt Hamer, Philip C
Verhaak, Roel G W
Spatial concordance of DNA methylation classification in diffuse glioma
title Spatial concordance of DNA methylation classification in diffuse glioma
title_full Spatial concordance of DNA methylation classification in diffuse glioma
title_fullStr Spatial concordance of DNA methylation classification in diffuse glioma
title_full_unstemmed Spatial concordance of DNA methylation classification in diffuse glioma
title_short Spatial concordance of DNA methylation classification in diffuse glioma
title_sort spatial concordance of dna methylation classification in diffuse glioma
topic Basic and Translational Investigations
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8643482/
https://www.ncbi.nlm.nih.gov/pubmed/34049406
http://dx.doi.org/10.1093/neuonc/noab134
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