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HGG-42. Evolutionary selection of key oncogenic alterations in patient-derived models of paediatric diffuse high grade glioma (PDHGG) subtypesin vitro andin vivo
PDHGG are a diverse group of childhood brain tumours comprising multiple subgroups carrying distinct molecular drivers. Patient-derived models accurately recapitulating this underlying biology are critical for mechanistic/preclinical studies aimed at improving patient outcome, however their behaviou...
Autores principales: | , , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Oxford University Press
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9164821/ http://dx.doi.org/10.1093/neuonc/noac079.257 |
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author | Mackay, Alan Temelso, Sara Carvalho, Diana Kessler, Ketty Boult, Jessica Izquierdo, Elisa Pereira, Rita Potente, Elisabet Fernandez Burford, Anna Molinari, Valeria Bjerke, Lynn Grabovska, Yura Rogers, Rebecca Crampsie, Shauna Das, Molina Robinson, Simon Clarke, Matthew Jones, Chris |
author_facet | Mackay, Alan Temelso, Sara Carvalho, Diana Kessler, Ketty Boult, Jessica Izquierdo, Elisa Pereira, Rita Potente, Elisabet Fernandez Burford, Anna Molinari, Valeria Bjerke, Lynn Grabovska, Yura Rogers, Rebecca Crampsie, Shauna Das, Molina Robinson, Simon Clarke, Matthew Jones, Chris |
author_sort | Mackay, Alan |
collection | PubMed |
description | PDHGG are a diverse group of childhood brain tumours comprising multiple subgroups carrying distinct molecular drivers. Patient-derived models accurately recapitulating this underlying biology are critical for mechanistic/preclinical studies aimed at improving patient outcome, however their behaviour over time in the environments in which they are propagated, and how this relates to the human disease, is largely unknown. To explore this, we collected 94 models of PDHGG established as 2D/3D stem cell cultures in vitro, and generated patient-derived xenografts (PDX) in 33/62 specimens implanted orthotopically in vivo. We carried out exome/targeted sequencing, methylation profiling and RNAseq to profile cells through their first 25 passages in culture, and sequential implantation from p0-p2 in mice. In 15/83 cultures, we observed enrichment of gene expression signatures of non-malignant cells over the first 5 passages, with concurrent depletion of somatic mutations/CNAs, excluding them from further study. Validated models retained tumour-matched genotypes, CNAs and driver alterations including H3.3G34R, H3.3/H3.1K27M, BRAF and ACVR1 over time, however subclonal alterations underwent selection in culture which profoundly altered their response to targeted drug treatment. In 6/7 PDGFRA-mutant models, activating mutations were selected against between p5-20 in 2D and/or 3D, whilst MAPK pathway mutations in NF1/PIK3R1 similarly diverged over 15 passages under different growth conditions, resulting in isogenic models with differential signalling, in vivo tumorigenicity, and in vitro sensitivity to multiple MEK inhibitors. In PDXs, serial xenografting reduced the time to tumour formation by up to half, with a concomitant shift in clonal architecture. Multi-region sequencing of diffusely-infiltrating tumours showed selection for alterations such as PIK3CA/NF1 at distant sites, with evidence for convergent evolution of subclonal mutations, as in human tumours. Understanding the evolutionary dynamics of targetable/predictive alterations in PDHGG model systems is key to developing new and effective therapeutic interventions in this highly heterogenous disease. |
format | Online Article Text |
id | pubmed-9164821 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Oxford University Press |
record_format | MEDLINE/PubMed |
spelling | pubmed-91648212022-06-05 HGG-42. Evolutionary selection of key oncogenic alterations in patient-derived models of paediatric diffuse high grade glioma (PDHGG) subtypesin vitro andin vivo Mackay, Alan Temelso, Sara Carvalho, Diana Kessler, Ketty Boult, Jessica Izquierdo, Elisa Pereira, Rita Potente, Elisabet Fernandez Burford, Anna Molinari, Valeria Bjerke, Lynn Grabovska, Yura Rogers, Rebecca Crampsie, Shauna Das, Molina Robinson, Simon Clarke, Matthew Jones, Chris Neuro Oncol High Grade Glioma PDHGG are a diverse group of childhood brain tumours comprising multiple subgroups carrying distinct molecular drivers. Patient-derived models accurately recapitulating this underlying biology are critical for mechanistic/preclinical studies aimed at improving patient outcome, however their behaviour over time in the environments in which they are propagated, and how this relates to the human disease, is largely unknown. To explore this, we collected 94 models of PDHGG established as 2D/3D stem cell cultures in vitro, and generated patient-derived xenografts (PDX) in 33/62 specimens implanted orthotopically in vivo. We carried out exome/targeted sequencing, methylation profiling and RNAseq to profile cells through their first 25 passages in culture, and sequential implantation from p0-p2 in mice. In 15/83 cultures, we observed enrichment of gene expression signatures of non-malignant cells over the first 5 passages, with concurrent depletion of somatic mutations/CNAs, excluding them from further study. Validated models retained tumour-matched genotypes, CNAs and driver alterations including H3.3G34R, H3.3/H3.1K27M, BRAF and ACVR1 over time, however subclonal alterations underwent selection in culture which profoundly altered their response to targeted drug treatment. In 6/7 PDGFRA-mutant models, activating mutations were selected against between p5-20 in 2D and/or 3D, whilst MAPK pathway mutations in NF1/PIK3R1 similarly diverged over 15 passages under different growth conditions, resulting in isogenic models with differential signalling, in vivo tumorigenicity, and in vitro sensitivity to multiple MEK inhibitors. In PDXs, serial xenografting reduced the time to tumour formation by up to half, with a concomitant shift in clonal architecture. Multi-region sequencing of diffusely-infiltrating tumours showed selection for alterations such as PIK3CA/NF1 at distant sites, with evidence for convergent evolution of subclonal mutations, as in human tumours. Understanding the evolutionary dynamics of targetable/predictive alterations in PDHGG model systems is key to developing new and effective therapeutic interventions in this highly heterogenous disease. Oxford University Press 2022-06-03 /pmc/articles/PMC9164821/ http://dx.doi.org/10.1093/neuonc/noac079.257 Text en © The Author(s) 2022. 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 | High Grade Glioma Mackay, Alan Temelso, Sara Carvalho, Diana Kessler, Ketty Boult, Jessica Izquierdo, Elisa Pereira, Rita Potente, Elisabet Fernandez Burford, Anna Molinari, Valeria Bjerke, Lynn Grabovska, Yura Rogers, Rebecca Crampsie, Shauna Das, Molina Robinson, Simon Clarke, Matthew Jones, Chris HGG-42. Evolutionary selection of key oncogenic alterations in patient-derived models of paediatric diffuse high grade glioma (PDHGG) subtypesin vitro andin vivo |
title | HGG-42. Evolutionary selection of key oncogenic alterations in patient-derived models of paediatric diffuse high grade glioma (PDHGG) subtypesin vitro andin vivo |
title_full | HGG-42. Evolutionary selection of key oncogenic alterations in patient-derived models of paediatric diffuse high grade glioma (PDHGG) subtypesin vitro andin vivo |
title_fullStr | HGG-42. Evolutionary selection of key oncogenic alterations in patient-derived models of paediatric diffuse high grade glioma (PDHGG) subtypesin vitro andin vivo |
title_full_unstemmed | HGG-42. Evolutionary selection of key oncogenic alterations in patient-derived models of paediatric diffuse high grade glioma (PDHGG) subtypesin vitro andin vivo |
title_short | HGG-42. Evolutionary selection of key oncogenic alterations in patient-derived models of paediatric diffuse high grade glioma (PDHGG) subtypesin vitro andin vivo |
title_sort | hgg-42. evolutionary selection of key oncogenic alterations in patient-derived models of paediatric diffuse high grade glioma (pdhgg) subtypesin vitro andin vivo |
topic | High Grade Glioma |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9164821/ http://dx.doi.org/10.1093/neuonc/noac079.257 |
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