Cargando…

Spatial transcriptomic analysis of Sonic hedgehog medulloblastoma identifies that the loss of heterogeneity and promotion of differentiation underlies the response to CDK4/6 inhibition

BACKGROUND: Medulloblastoma (MB) is a malignant tumour of the cerebellum which can be classified into four major subgroups based on gene expression and genomic features. Single-cell transcriptome studies have defined the cellular states underlying each MB subgroup; however, the spatial organisation...

Descripción completa

Detalles Bibliográficos
Autores principales: Vo, Tuan, Balderson, Brad, Jones, Kahli, Ni, Guiyan, Crawford, Joanna, Millar, Amanda, Tolson, Elissa, Singleton, Matthew, Kojic, Marija, Robertson, Thomas, Walters, Shaun, Mulay, Onkar, Bhuva, Dharmesh D., Davis, Melissa J., Wainwright, Brandon J., Nguyen, Quan, Genovesi, Laura A.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10150495/
https://www.ncbi.nlm.nih.gov/pubmed/37127652
http://dx.doi.org/10.1186/s13073-023-01185-4
_version_ 1785035371277451264
author Vo, Tuan
Balderson, Brad
Jones, Kahli
Ni, Guiyan
Crawford, Joanna
Millar, Amanda
Tolson, Elissa
Singleton, Matthew
Kojic, Marija
Robertson, Thomas
Walters, Shaun
Mulay, Onkar
Bhuva, Dharmesh D.
Davis, Melissa J.
Wainwright, Brandon J.
Nguyen, Quan
Genovesi, Laura A.
author_facet Vo, Tuan
Balderson, Brad
Jones, Kahli
Ni, Guiyan
Crawford, Joanna
Millar, Amanda
Tolson, Elissa
Singleton, Matthew
Kojic, Marija
Robertson, Thomas
Walters, Shaun
Mulay, Onkar
Bhuva, Dharmesh D.
Davis, Melissa J.
Wainwright, Brandon J.
Nguyen, Quan
Genovesi, Laura A.
author_sort Vo, Tuan
collection PubMed
description BACKGROUND: Medulloblastoma (MB) is a malignant tumour of the cerebellum which can be classified into four major subgroups based on gene expression and genomic features. Single-cell transcriptome studies have defined the cellular states underlying each MB subgroup; however, the spatial organisation of these diverse cell states and how this impacts response to therapy remains to be determined. METHODS: Here, we used spatially resolved transcriptomics to define the cellular diversity within a sonic hedgehog (SHH) patient-derived model of MB and show that cells specific to a transcriptional state or spatial location are pivotal for CDK4/6 inhibitor, Palbociclib, treatment response. We integrated spatial gene expression with histological annotation and single-cell gene expression data from MB, developing an analysis strategy to spatially map cell type responses within the hybrid system of human and mouse cells and their interface within an intact brain tumour section. RESULTS: We distinguish neoplastic and non-neoplastic cells within tumours and from the surrounding cerebellar tissue, further refining pathological annotation. We identify a regional response to Palbociclib, with reduced proliferation and induced neuronal differentiation in both treated tumours. Additionally, we resolve at a cellular resolution a distinct tumour interface where the tumour contacts neighbouring mouse brain tissue consisting of abundant astrocytes and microglia and continues to proliferate despite Palbociclib treatment. CONCLUSIONS: Our data highlight the power of using spatial transcriptomics to characterise the response of a tumour to a targeted therapy and provide further insights into the molecular and cellular basis underlying the response and resistance to CDK4/6 inhibitors in SHH MB. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s13073-023-01185-4.
format Online
Article
Text
id pubmed-10150495
institution National Center for Biotechnology Information
language English
publishDate 2023
publisher BioMed Central
record_format MEDLINE/PubMed
spelling pubmed-101504952023-05-02 Spatial transcriptomic analysis of Sonic hedgehog medulloblastoma identifies that the loss of heterogeneity and promotion of differentiation underlies the response to CDK4/6 inhibition Vo, Tuan Balderson, Brad Jones, Kahli Ni, Guiyan Crawford, Joanna Millar, Amanda Tolson, Elissa Singleton, Matthew Kojic, Marija Robertson, Thomas Walters, Shaun Mulay, Onkar Bhuva, Dharmesh D. Davis, Melissa J. Wainwright, Brandon J. Nguyen, Quan Genovesi, Laura A. Genome Med Research BACKGROUND: Medulloblastoma (MB) is a malignant tumour of the cerebellum which can be classified into four major subgroups based on gene expression and genomic features. Single-cell transcriptome studies have defined the cellular states underlying each MB subgroup; however, the spatial organisation of these diverse cell states and how this impacts response to therapy remains to be determined. METHODS: Here, we used spatially resolved transcriptomics to define the cellular diversity within a sonic hedgehog (SHH) patient-derived model of MB and show that cells specific to a transcriptional state or spatial location are pivotal for CDK4/6 inhibitor, Palbociclib, treatment response. We integrated spatial gene expression with histological annotation and single-cell gene expression data from MB, developing an analysis strategy to spatially map cell type responses within the hybrid system of human and mouse cells and their interface within an intact brain tumour section. RESULTS: We distinguish neoplastic and non-neoplastic cells within tumours and from the surrounding cerebellar tissue, further refining pathological annotation. We identify a regional response to Palbociclib, with reduced proliferation and induced neuronal differentiation in both treated tumours. Additionally, we resolve at a cellular resolution a distinct tumour interface where the tumour contacts neighbouring mouse brain tissue consisting of abundant astrocytes and microglia and continues to proliferate despite Palbociclib treatment. CONCLUSIONS: Our data highlight the power of using spatial transcriptomics to characterise the response of a tumour to a targeted therapy and provide further insights into the molecular and cellular basis underlying the response and resistance to CDK4/6 inhibitors in SHH MB. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s13073-023-01185-4. BioMed Central 2023-05-01 /pmc/articles/PMC10150495/ /pubmed/37127652 http://dx.doi.org/10.1186/s13073-023-01185-4 Text en © The Author(s) 2023 https://creativecommons.org/licenses/by/4.0/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/ (https://creativecommons.org/licenses/by/4.0/) . The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/ (https://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
Vo, Tuan
Balderson, Brad
Jones, Kahli
Ni, Guiyan
Crawford, Joanna
Millar, Amanda
Tolson, Elissa
Singleton, Matthew
Kojic, Marija
Robertson, Thomas
Walters, Shaun
Mulay, Onkar
Bhuva, Dharmesh D.
Davis, Melissa J.
Wainwright, Brandon J.
Nguyen, Quan
Genovesi, Laura A.
Spatial transcriptomic analysis of Sonic hedgehog medulloblastoma identifies that the loss of heterogeneity and promotion of differentiation underlies the response to CDK4/6 inhibition
title Spatial transcriptomic analysis of Sonic hedgehog medulloblastoma identifies that the loss of heterogeneity and promotion of differentiation underlies the response to CDK4/6 inhibition
title_full Spatial transcriptomic analysis of Sonic hedgehog medulloblastoma identifies that the loss of heterogeneity and promotion of differentiation underlies the response to CDK4/6 inhibition
title_fullStr Spatial transcriptomic analysis of Sonic hedgehog medulloblastoma identifies that the loss of heterogeneity and promotion of differentiation underlies the response to CDK4/6 inhibition
title_full_unstemmed Spatial transcriptomic analysis of Sonic hedgehog medulloblastoma identifies that the loss of heterogeneity and promotion of differentiation underlies the response to CDK4/6 inhibition
title_short Spatial transcriptomic analysis of Sonic hedgehog medulloblastoma identifies that the loss of heterogeneity and promotion of differentiation underlies the response to CDK4/6 inhibition
title_sort spatial transcriptomic analysis of sonic hedgehog medulloblastoma identifies that the loss of heterogeneity and promotion of differentiation underlies the response to cdk4/6 inhibition
topic Research
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10150495/
https://www.ncbi.nlm.nih.gov/pubmed/37127652
http://dx.doi.org/10.1186/s13073-023-01185-4
work_keys_str_mv AT votuan spatialtranscriptomicanalysisofsonichedgehogmedulloblastomaidentifiesthatthelossofheterogeneityandpromotionofdifferentiationunderliestheresponsetocdk46inhibition
AT baldersonbrad spatialtranscriptomicanalysisofsonichedgehogmedulloblastomaidentifiesthatthelossofheterogeneityandpromotionofdifferentiationunderliestheresponsetocdk46inhibition
AT joneskahli spatialtranscriptomicanalysisofsonichedgehogmedulloblastomaidentifiesthatthelossofheterogeneityandpromotionofdifferentiationunderliestheresponsetocdk46inhibition
AT niguiyan spatialtranscriptomicanalysisofsonichedgehogmedulloblastomaidentifiesthatthelossofheterogeneityandpromotionofdifferentiationunderliestheresponsetocdk46inhibition
AT crawfordjoanna spatialtranscriptomicanalysisofsonichedgehogmedulloblastomaidentifiesthatthelossofheterogeneityandpromotionofdifferentiationunderliestheresponsetocdk46inhibition
AT millaramanda spatialtranscriptomicanalysisofsonichedgehogmedulloblastomaidentifiesthatthelossofheterogeneityandpromotionofdifferentiationunderliestheresponsetocdk46inhibition
AT tolsonelissa spatialtranscriptomicanalysisofsonichedgehogmedulloblastomaidentifiesthatthelossofheterogeneityandpromotionofdifferentiationunderliestheresponsetocdk46inhibition
AT singletonmatthew spatialtranscriptomicanalysisofsonichedgehogmedulloblastomaidentifiesthatthelossofheterogeneityandpromotionofdifferentiationunderliestheresponsetocdk46inhibition
AT kojicmarija spatialtranscriptomicanalysisofsonichedgehogmedulloblastomaidentifiesthatthelossofheterogeneityandpromotionofdifferentiationunderliestheresponsetocdk46inhibition
AT robertsonthomas spatialtranscriptomicanalysisofsonichedgehogmedulloblastomaidentifiesthatthelossofheterogeneityandpromotionofdifferentiationunderliestheresponsetocdk46inhibition
AT waltersshaun spatialtranscriptomicanalysisofsonichedgehogmedulloblastomaidentifiesthatthelossofheterogeneityandpromotionofdifferentiationunderliestheresponsetocdk46inhibition
AT mulayonkar spatialtranscriptomicanalysisofsonichedgehogmedulloblastomaidentifiesthatthelossofheterogeneityandpromotionofdifferentiationunderliestheresponsetocdk46inhibition
AT bhuvadharmeshd spatialtranscriptomicanalysisofsonichedgehogmedulloblastomaidentifiesthatthelossofheterogeneityandpromotionofdifferentiationunderliestheresponsetocdk46inhibition
AT davismelissaj spatialtranscriptomicanalysisofsonichedgehogmedulloblastomaidentifiesthatthelossofheterogeneityandpromotionofdifferentiationunderliestheresponsetocdk46inhibition
AT wainwrightbrandonj spatialtranscriptomicanalysisofsonichedgehogmedulloblastomaidentifiesthatthelossofheterogeneityandpromotionofdifferentiationunderliestheresponsetocdk46inhibition
AT nguyenquan spatialtranscriptomicanalysisofsonichedgehogmedulloblastomaidentifiesthatthelossofheterogeneityandpromotionofdifferentiationunderliestheresponsetocdk46inhibition
AT genovesilauraa spatialtranscriptomicanalysisofsonichedgehogmedulloblastomaidentifiesthatthelossofheterogeneityandpromotionofdifferentiationunderliestheresponsetocdk46inhibition