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A pilot radiogenomic study of DIPG reveals distinct subgroups with unique clinical trajectories and therapeutic targets
An adequate understanding of the relationships between radiographic and genomic features in diffuse intrinsic pontine glioma (DIPG) is essential, especially in the absence of universal biopsy, to further characterize the molecular heterogeneity of this disease and determine which patients are most l...
Autores principales: | , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7798248/ https://www.ncbi.nlm.nih.gov/pubmed/33431066 http://dx.doi.org/10.1186/s40478-020-01107-0 |
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author | Zhu, Xiaoting Lazow, Margot A. Schafer, Austin Bartlett, Allison Senthil Kumar, Shiva Mishra, Deepak Kumar Dexheimer, Phillip DeWire, Mariko Fuller, Christine Leach, James L. Fouladi, Maryam Drissi, Rachid |
author_facet | Zhu, Xiaoting Lazow, Margot A. Schafer, Austin Bartlett, Allison Senthil Kumar, Shiva Mishra, Deepak Kumar Dexheimer, Phillip DeWire, Mariko Fuller, Christine Leach, James L. Fouladi, Maryam Drissi, Rachid |
author_sort | Zhu, Xiaoting |
collection | PubMed |
description | An adequate understanding of the relationships between radiographic and genomic features in diffuse intrinsic pontine glioma (DIPG) is essential, especially in the absence of universal biopsy, to further characterize the molecular heterogeneity of this disease and determine which patients are most likely to respond to biologically-driven therapies. Here, a radiogenomics analytic approach was applied to a cohort of 28 patients with DIPG. Tumor size and imaging characteristics from all available serial MRIs were evaluated by a neuro-radiologist, and patients were divided into three radiographic response groups (partial response [PR], stable disease [SD], progressive disease [PD]) based on MRI within 2 months of radiotherapy (RT) completion. Whole genome and RNA sequencing were performed on autopsy tumor specimens. We report several key, therapeutically-relevant findings: (1) Certain radiologic features on first and subsequent post-RT MRIs are associated with worse overall survival, including PD following irradiation as well as present, new, and/or increasing peripheral ring enhancement, necrosis, and diffusion restriction. (2) Upregulation of EMT-related genes and distant tumor spread at autopsy are observed in a subset of DIPG patients who exhibit poorer radiographic response to irradiation and/or higher likelihood of harboring H3F3A mutations, suggesting possible benefit of upfront craniospinal irradiation. (3) Additional genetic aberrations were identified, including DYNC1LI1 mutations in a subgroup of patients with PR on post-RT MRI; further investigation into potential roles in DIPG tumorigenesis and/or treatment sensitivity is necessary. (4) Whereas most DIPG tumors have an immunologically “cold” microenvironment, there appears to be a subset which harbor a more inflammatory genomic profile and/or higher mutational burden, with a trend toward improved overall survival and more favorable radiographic response to irradiation, in whom immunotherapy should be considered. This study has begun elucidating relationships between post-RT radiographic response with DIPG molecular profiles, revealing radiogenomically distinct subgroups with unique clinical trajectories and therapeutic targets. |
format | Online Article Text |
id | pubmed-7798248 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-77982482021-01-11 A pilot radiogenomic study of DIPG reveals distinct subgroups with unique clinical trajectories and therapeutic targets Zhu, Xiaoting Lazow, Margot A. Schafer, Austin Bartlett, Allison Senthil Kumar, Shiva Mishra, Deepak Kumar Dexheimer, Phillip DeWire, Mariko Fuller, Christine Leach, James L. Fouladi, Maryam Drissi, Rachid Acta Neuropathol Commun Research An adequate understanding of the relationships between radiographic and genomic features in diffuse intrinsic pontine glioma (DIPG) is essential, especially in the absence of universal biopsy, to further characterize the molecular heterogeneity of this disease and determine which patients are most likely to respond to biologically-driven therapies. Here, a radiogenomics analytic approach was applied to a cohort of 28 patients with DIPG. Tumor size and imaging characteristics from all available serial MRIs were evaluated by a neuro-radiologist, and patients were divided into three radiographic response groups (partial response [PR], stable disease [SD], progressive disease [PD]) based on MRI within 2 months of radiotherapy (RT) completion. Whole genome and RNA sequencing were performed on autopsy tumor specimens. We report several key, therapeutically-relevant findings: (1) Certain radiologic features on first and subsequent post-RT MRIs are associated with worse overall survival, including PD following irradiation as well as present, new, and/or increasing peripheral ring enhancement, necrosis, and diffusion restriction. (2) Upregulation of EMT-related genes and distant tumor spread at autopsy are observed in a subset of DIPG patients who exhibit poorer radiographic response to irradiation and/or higher likelihood of harboring H3F3A mutations, suggesting possible benefit of upfront craniospinal irradiation. (3) Additional genetic aberrations were identified, including DYNC1LI1 mutations in a subgroup of patients with PR on post-RT MRI; further investigation into potential roles in DIPG tumorigenesis and/or treatment sensitivity is necessary. (4) Whereas most DIPG tumors have an immunologically “cold” microenvironment, there appears to be a subset which harbor a more inflammatory genomic profile and/or higher mutational burden, with a trend toward improved overall survival and more favorable radiographic response to irradiation, in whom immunotherapy should be considered. This study has begun elucidating relationships between post-RT radiographic response with DIPG molecular profiles, revealing radiogenomically distinct subgroups with unique clinical trajectories and therapeutic targets. BioMed Central 2021-01-11 /pmc/articles/PMC7798248/ /pubmed/33431066 http://dx.doi.org/10.1186/s40478-020-01107-0 Text en © The Author(s) 2021 Open AccessThis 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 licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence 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 licence, visit http://creativecommons.org/licenses/by/4.0/. The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated in a credit line to the data. |
spellingShingle | Research Zhu, Xiaoting Lazow, Margot A. Schafer, Austin Bartlett, Allison Senthil Kumar, Shiva Mishra, Deepak Kumar Dexheimer, Phillip DeWire, Mariko Fuller, Christine Leach, James L. Fouladi, Maryam Drissi, Rachid A pilot radiogenomic study of DIPG reveals distinct subgroups with unique clinical trajectories and therapeutic targets |
title | A pilot radiogenomic study of DIPG reveals distinct subgroups with unique clinical trajectories and therapeutic targets |
title_full | A pilot radiogenomic study of DIPG reveals distinct subgroups with unique clinical trajectories and therapeutic targets |
title_fullStr | A pilot radiogenomic study of DIPG reveals distinct subgroups with unique clinical trajectories and therapeutic targets |
title_full_unstemmed | A pilot radiogenomic study of DIPG reveals distinct subgroups with unique clinical trajectories and therapeutic targets |
title_short | A pilot radiogenomic study of DIPG reveals distinct subgroups with unique clinical trajectories and therapeutic targets |
title_sort | pilot radiogenomic study of dipg reveals distinct subgroups with unique clinical trajectories and therapeutic targets |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7798248/ https://www.ncbi.nlm.nih.gov/pubmed/33431066 http://dx.doi.org/10.1186/s40478-020-01107-0 |
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