Evidence map›Paper›PMID 41190809›Full record

SynthesisCancer research2025

The Medulloblastoma Meta-Analysis Portal Enables Integrative Exploration of Clinical and Genomic Data from Patients.

Karishma Gangwani, Congyu Lu, Sandeep Kumar Dhanda, Edgar Sioson, Airen Zaldívar Peraza, Gavriel Y Matt, Robin Paul, Jian Wang, Colleen Reilly, Aleksandar Acić and 6 more

Abstract readMeta-Analysis
In one paragraph

Synthesis in Cancer research, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing papers in PubMed
–field-weighted citation impact
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

2 citing papers in PubMed.

  1. Article
  2. Developmental determinants of male bias in medulloblastoma.bioRxiv : the preprint server for biology · 2026
    Article
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

16 authors.

Karishma GangwaniDepartment of Computational Biology, St. Jude Children's Research Hospital, Memphis, Tennessee.ORCID 0000-0002-2986-4481
Congyu LuDepartment of Computational Biology, St. Jude Children's Research Hospital, Memphis, Tennessee.ORCID 0000-0003-2651-6251
Sandeep Kumar DhandaDivision of Neuro-oncology, Department of Oncology, St Jude Children's Research Hospital, Memphis, Tennessee.ORCID 0000-0003-1381-7434
Edgar SiosonDepartment of Computational Biology, St. Jude Children's Research Hospital, Memphis, Tennessee.ORCID 0000-0002-7540-8516
Airen Zaldívar PerazaDepartment of Computational Biology, St. Jude Children's Research Hospital, Memphis, Tennessee.ORCID 0009-0008-3234-2925
Gavriel Y MattDepartment of Computational Biology, St. Jude Children's Research Hospital, Memphis, Tennessee.ORCID 0000-0001-6200-8487
Robin PaulDepartment of Computational Biology, St. Jude Children's Research Hospital, Memphis, Tennessee.ORCID 0000-0003-3727-8025
Jian WangDepartment of Computational Biology, St. Jude Children's Research Hospital, Memphis, Tennessee.ORCID 0000-0002-1902-1528
Colleen ReillyDepartment of Computational Biology, St. Jude Children's Research Hospital, Memphis, Tennessee.ORCID 0000-0003-3119-9940
Aleksandar AcićDepartment of Computational Biology, St. Jude Children's Research Hospital, Memphis, Tennessee.ORCID 0009-0006-6113-9999
Kyle S SmithDepartment of Developmental Neurobiology, St Jude Children's Research Hospital, Memphis, Tennessee.ORCID 0000-0001-7143-7996
Tong LinDepartment of Biostatistics, St Jude Children's Research Hospital, Memphis, Tennessee.ORCID 0009-0000-2611-5947
Qian LiDepartment of Biostatistics, St Jude Children's Research Hospital, Memphis, Tennessee.ORCID 0000-0001-9874-3555
Paul A NorthcottDepartment of Developmental Neurobiology, St Jude Children's Research Hospital, Memphis, Tennessee.ORCID 0000-0002-1220-5252
Giles W RobinsonDivision of Neuro-oncology, Department of Oncology, St Jude Children's Research Hospital, Memphis, Tennessee.ORCID 0000-0001-7441-9486
Xin ZhouDepartment of Computational Biology, St. Jude Children's Research Hospital, Memphis, Tennessee.ORCID 0000-0003-3979-8200

Funding

Viral Vector Technology (VVTSR)P30CA021765 · NCI · ST. JUDE CHILDREN'S RESEARCH HOSPITAL · PI Shondra Michelle Miller · 1985 to 2026
$166.9M
National Cancer Institute (NCI) P30CA021765NCI NIH HHS P30 CA021765
6 · The paper itself

Abstract

Medulloblastoma is a prevalent, highly heterogeneous malignant pediatric brain cancer. In this study, we developed the Medulloblastoma Meta-Analysis portal, a web-based data analysis and visualization platform that consolidates clinical, molecular, and survival data of 898 patients from three major clinical trials (ACNS0331, ACNS0332, and SJMB03). The portal integrated clinical data with genomic mutations and DNA methylomes, enabling in-depth analyses of tumor subgroups and survival outcomes. Dynamic exploration and custom stratification of these data were made possible by the portal's user-friendly visualization tools powered by the ProteinPaint framework, allowing users to select from a wide range of variables or customize their own. The Cox regression analysis tool in the portal demonstrated utility in examining the prognostic impact of variables across a heterogeneous dataset. Additionally, an in-depth exploration of medulloblastomas that harbor KBTBD4 mutations and their corresponding methylomes generated leads that could help improve molecular classification. These use cases underscore the portal's utility in enhancing risk stratification, informing tailored therapeutic strategies, and revealing the complexities of molecular heterogeneity in patients with medulloblastoma. The portal, along with links to the tutorials and live figures, is freely available at https://viz.stjude.cloud/st-jude-childrens-research-hospital/visualization/medulloblastoma-integrative-analysis-portal~2882. SIGNIFICANCE: The MB-meta portal facilitates risk stratification of patients using molecular, genomic, clinical, and demographic data, representing a significant step in neuro-oncology data sharing by offering an intuitive web-based platform for complex analyses.

Indexed as

Cerebellar NeoplasmsGenomicsMedulloblastomaChildDNA MethylationHumansMutationPrognosis

Identifiers

PMID41190809
PMCPMC12703356

What Socratic holds

Textmetadata
LicenceCC BY-NC-ND
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.