Evidence map›Paper›PMID 37127652›Full record

ArticleGenome medicine2023

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

Tuan Vo, Brad Balderson, Kahli Jones, Guiyan Ni, Joanna Crawford, Amanda Millar, Elissa Tolson, Matthew Singleton, Marija Kojic, Thomas Robertson and 7 more

Open access · goldAbstract read
In one paragraph

Article in Genome medicine, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 17 papers.

0numbers the graph read from it
0cells of the map it votes in
17citing papers in PubMed
5.5field-weighted citation impact, top 4% of its field
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

17 citing papers in PubMed, 19 citations in OpenAlex.

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4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

17 authors at 3 institutions in 1 country.

Tuan VoInstitute for Molecular Bioscience, The University of Queensland, St Lucia, QLD, 4072, Australia.
Brad BaldersonInstitute for Molecular Bioscience, The University of Queensland, St Lucia, QLD, 4072, Australia.
Kahli JonesInstitute for Molecular Bioscience, The University of Queensland, St Lucia, QLD, 4072, Australia.
Guiyan NiInstitute for Molecular Bioscience, The University of Queensland, St Lucia, QLD, 4072, Australia.
Joanna CrawfordInstitute for Molecular Bioscience, The University of Queensland, St Lucia, QLD, 4072, Australia.
Amanda MillarThe University of Queensland Frazer Institute, Translational Research Institute, Woolloongabba, QLD, 4102, Australia.
Elissa TolsonThe University of Queensland Frazer Institute, Translational Research Institute, Woolloongabba, QLD, 4102, Australia.
Matthew SingletonThe University of Queensland Frazer Institute, Translational Research Institute, Woolloongabba, QLD, 4102, Australia.
Marija KojicThe University of Queensland Frazer Institute, Translational Research Institute, Woolloongabba, QLD, 4102, Australia.
Thomas RobertsonDepartment of Pathology, Royal Brisbane and Women's Hospital, University of Queensland, Brisbane, QLD, 4029, Australia.
Shaun WaltersSchool of Biomedical Sciences, The University of Queensland, St Lucia, QLD, 4072, Australia.
Onkar MulayInstitute for Molecular Bioscience, The University of Queensland, St Lucia, QLD, 4072, Australia.
Dharmesh D BhuvaBioinformatics Division, The Walter and Eliza Hall Institute of Medical Research, Parkville, VIC, 3052, Australia.
Melissa J DavisThe University of Queensland Frazer Institute, Translational Research Institute, Woolloongabba, QLD, 4102, Australia.
Brandon J Wainwright *The University of Queensland Frazer Institute, Translational Research Institute, Woolloongabba, QLD, 4102, Australia.
Quan Nguyen *Institute for Molecular Bioscience, The University of Queensland, St Lucia, QLD, 4072, Australia. quan.nguyen@imb.uq.edu.au.
Laura A Genovesi *Institute for Molecular Bioscience, The University of Queensland, St Lucia, QLD, 4072, Australia. l.genovesi@uq.edu.au.ORCID http://orcid.org/0000-0001-6277-8422
The University of Queensland · AUTranslational Research Institute · AUThe University of Melbourne · AU

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundMedulloblastoma (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.

methodsHere, 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.

resultsWe 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.

conclusionsOur 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.

Indexed as

Cerebellar NeoplasmsMedulloblastomaAnimalsCell DifferentiationCyclin-Dependent Kinase 4Cyclin-Dependent Kinase 6Hedgehog ProteinsHumansMiceTranscriptomeCDK4 protein, humanCyclin-Dependent Kinase 4Cyclin-Dependent Kinase 6Hedgehog ProteinsCDK4/6 inhibitorMedulloblastomaNeuron differentiationPalbociclibRelapseSpatial transcriptomicsVisium

Identifiers

PMID37127652
PMCPMC10150495
OpenAlexW4367625847

What Socratic holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the Socratic graph.