Evidence map›Paper›PMID 33046443›Full record

ArticleCancer research2020

Functional Precision Medicine Identifies New Therapeutic Candidates for Medulloblastoma.

Jessica M Rusert, Edwin F Juarez, Sebastian Brabetz, James Jensen, Alexandra Garancher, Lianne Q Chau, Silvia K Tacheva-Grigorova, Sameerah Wahab, Yoko T Udaka, Darren Finlay and 30 more

Registry-linked trialOpen access · bronzeAbstract read
In one paragraph

Article in Cancer research, 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT03385876 (Rapid Whole Genome Sequencing), which is not on this map. Cited by 38 papers.

0numbers the graph read from it
0cells of the map it votes in
38citing papers in PubMed
6.2field-weighted citation impact, top 3% 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.

NCT03385876 naenrolling by invitationnot on this map

Rapid Whole Genome Sequencing (rWGS): Rapid Genomic Sequencing for Acutely Ill Patients and the Collection, Storage, Analysis, and Distribution of Biological Samples, Genomic and Clinical Data

TypeinterventionalSponsorRady Pediatric Genomics & Systems Medicine InstituteRan2017 to 2050Enrolled100,000ConditionsGenetic Diseases, Genetic SyndromeArmsGenomic sequencing and molecular diagnostic results, if any
3 · Its place in the literature

Who cites it

38 citing papers in PubMed, 61 citations in OpenAlex.

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4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

40 authors at 12 institutions in 3 countries.

Jessica M Rusert *Tumor Initiation and Maintenance Program, NCI-Designated Cancer Center, Sanford Burnham Prebys Medical Discovery Institute, La Jolla, California.
Edwin F Juarez *Department of Medicine, University of California San Diego, La Jolla, California.ORCID 0000-0003-1062-3642
Sebastian Brabetz *Hopp Children's Cancer Center (KiTZ), Heidelberg, Germany.
James JensenDepartment of Medicine, University of California San Diego, La Jolla, California.
Alexandra GarancherTumor Initiation and Maintenance Program, NCI-Designated Cancer Center, Sanford Burnham Prebys Medical Discovery Institute, La Jolla, California.
Lianne Q ChauTumor Initiation and Maintenance Program, NCI-Designated Cancer Center, Sanford Burnham Prebys Medical Discovery Institute, La Jolla, California.
Silvia K Tacheva-GrigorovaTumor Initiation and Maintenance Program, NCI-Designated Cancer Center, Sanford Burnham Prebys Medical Discovery Institute, La Jolla, California.
Sameerah WahabTumor Initiation and Maintenance Program, NCI-Designated Cancer Center, Sanford Burnham Prebys Medical Discovery Institute, La Jolla, California.
Yoko T UdakaRady Children's Hospital San Diego, San Diego, California.
Darren FinlayTumor Microenvironment and Cancer Immunology Program, NCI-Designated Cancer Center, Sanford Burnham Prebys Medical Discovery Institute, La Jolla, California.ORCID 0000-0002-8718-9453
Huriye Seker-CinHopp Children's Cancer Center (KiTZ), Heidelberg, Germany.
Brendan ReardonDepartment of Medical Oncology, Dana-Farber Cancer Institute, Harvard Medical School, Boston, Massachusetts.
Susanne GröbnerHopp Children's Cancer Center (KiTZ), Heidelberg, Germany.
Jonathan SerranoDepartment of Pathology, NYU Langone Health, New York, New York.
Jonas EckerHopp Children's Cancer Center (KiTZ), Heidelberg, Germany.
Lin QiBrain Tumor Program, Texas Children's Cancer Center, Department of Pediatrics, Baylor College of Medicine, Houston, Texas.
Mari KogisoBrain Tumor Program, Texas Children's Cancer Center, Department of Pediatrics, Baylor College of Medicine, Houston, Texas.
Yuchen DuBrain Tumor Program, Texas Children's Cancer Center, Department of Pediatrics, Baylor College of Medicine, Houston, Texas.
Patricia A BaxterBrain Tumor Program, Texas Children's Cancer Center, Department of Pediatrics, Baylor College of Medicine, Houston, Texas.ORCID 0000-0001-6955-7083
Jacob J HendersonPapé Family Pediatric Research Institute, Department of Pediatrics, and Knight Cancer Institute, Oregon Health & Science University, Portland, Oregon.
Michael E BerensCancer and Cell Biology Division, The Translational Genomics Research Institute, Phoenix, Arizona.ORCID 0000-0002-3382-6787
Kristiina VuoriTumor Microenvironment and Cancer Immunology Program, NCI-Designated Cancer Center, Sanford Burnham Prebys Medical Discovery Institute, La Jolla, California.ORCID 0000-0002-5657-0681
Till MildeHopp Children's Cancer Center (KiTZ), Heidelberg, Germany.ORCID 0000-0002-7267-1052
Yoon-Jae ChoPapé Family Pediatric Research Institute, Department of Pediatrics, and Knight Cancer Institute, Oregon Health & Science University, Portland, Oregon.
Xiao-Nan LiBrain Tumor Program, Texas Children's Cancer Center, Department of Pediatrics, Baylor College of Medicine, Houston, Texas.
James M OlsonFred Hutchinson Cancer Research Center and Seattle Children's Hospital, Seattle, Washington.ORCID 0000-0001-5990-6534
Iris ReyesRady Children's Institute for Genomic Medicine, San Diego, California.
Matija SnuderlDepartment of Pathology, NYU Langone Health, New York, New York.
Terence C WongRady Children's Institute for Genomic Medicine, San Diego, California.
David P DimmockRady Children's Institute for Genomic Medicine, San Diego, California.
Shareef A NahasRady Children's Institute for Genomic Medicine, San Diego, California.
Denise MalickiRady Children's Hospital, San Diego, California.
John R CrawfordRady Children's Hospital, San Diego, California.ORCID 0000-0002-4100-7001
Michael L LevyRady Children's Hospital, San Diego, California.
Eliezer M Van AllenDepartment of Medical Oncology, Dana-Farber Cancer Institute, Harvard Medical School, Boston, Massachusetts.
Stefan M PfisterHopp Children's Cancer Center (KiTZ), Heidelberg, Germany.ORCID 0000-0002-5447-5322
Pablo TamayoDepartment of Medicine, University of California San Diego, La Jolla, California.
Marcel Kool *Hopp Children's Cancer Center (KiTZ), Heidelberg, Germany.
Jill P Mesirov *Department of Medicine, University of California San Diego, La Jolla, California.
Robert J Wechsler-Reya *Tumor Initiation and Maintenance Program, NCI-Designated Cancer Center, Sanford Burnham Prebys Medical Discovery Institute, La Jolla, California. rwreya@sbpdiscovery.org.
Discovery Institute · USGerman Cancer Research Center · DEUniversity of California San Diego · USChildren’s Institute · USLurie Children's Hospital · USBroad Institute · USChildren's Cancer Center · USNYU Langone Health · USOregon Health & Science University · USFred Hutch Cancer Center · USRady Children's Hospital-San Diego · USTranslational Genomics Research Institute · US

Funding

VIRAL MALIGNANCYP30CA023100 · NCI · UNIVERSITY OF CALIFORNIA, SAN DIEGO · PI DIANE M SIMEONE · 1985 to 2026
$124.9M
Tumor Microenvironment and Cancer ImmunologyP30CA030199 · NCI · SANFORD BURNHAM PREBYS MEDICAL DISCOVERY INSTITUTE · PI Michael Jackson · 1985 to 2026
$107.2M
Using Networks to Seed Hierarchical Whole-cell Models of CancerU54CA209891 · NCI · UNIVERSITY OF CALIFORNIA, SAN FRANCISCO · PI IDEKER, TREY · 2017 to 2021
$10.9M
Mouse models to discover new drivers of medulloblastomaR01CA159859 · NCI · SANFORD BURNHAM PREBYS MEDICAL DISCOVERY INSTITUTE · PI Michael D. Taylor, WILLIAM A WEISS · 2011 to 2026
$10.4M
Supporting Integrative Genomic Analysis Users with GenePatternR01GM074024 · NIGMS · UNIVERSITY OF CALIFORNIA, SAN DIEGO · PI MESIROV, JILL P. · 2005 to 2019
$6.6M
A Rational Systematic Approach to Find Combinations of Pharmacologic and Immune Therapies that Target Identifiable Oncogenic StatesU01CA217885 · NCI · UNIVERSITY OF CALIFORNIA, SAN DIEGO · PI COHEN, EZRA, KAUFMAN, DAN S. · 2017 to 2021
$5.1M
Testing a cancer patient-specific SARS-CoV-2 vaccine in chemotherapy- and radiation-treated pediatric brain tumor mouse modelsR01CA114567 · NCI · SEATTLE CHILDREN'S HOSPITAL · PI OLSON, JAMES M · 2006 to 2023
$4.9M
GenePattern and GenePattern Notebook: Integrative 'Omic Analysis for Cancer ResearchU24CA248457 · NCI · UNIVERSITY OF CALIFORNIA, SAN DIEGO · PI MESIROV, JILL P., TAMAYO, PABLO · 2020 to 2024
$4.6M
Next-generation Functional Genetic Screening of Un-screenable TraitsR01HG009285 · NHGRI · UNIVERSITY OF CALIFORNIA, SAN DIEGO · PI MALI, PRASHANT, TAMAYO, PABLO · 2017 to 2020
$4.2M
Embryonal Brain Tumor NetworksU01CA184898 · NCI · MASSACHUSETTS INSTITUTE OF TECHNOLOGY · PI FRAENKEL, ERNEST, MESIROV, JILL P. · 2014 to 2019
$3.6M
Supporting and evolving Gene Set Enrichment Analysis and the Molecular Signatures Database for cancer researchU24CA220341 · NCI · UNIVERSITY OF CALIFORNIA, SAN DIEGO · PI MESIROV, JILL P., TAMAYO, PABLO · 2018 to 2022
$3.4M
GenePattern Notebooks for Cancer ResearchU24CA194107 · NCI · UNIVERSITY OF CALIFORNIA, SAN DIEGO · PI MESIROV, JILL P. · 2015 to 2019
$2.8M
NCI NIH HHS P30 CA023100NCI NIH HHS P30 CA030199NCI NIH HHS R01 CA114567NCI NIH HHS R01 CA159859NCI NIH HHS U01 CA184898NCI NIH HHS U01 CA217885NCI NIH HHS U24 CA194107NCI NIH HHS U24 CA220341NCI NIH HHS U24 CA248457NCI NIH HHS U54 CA209891NHGRI NIH HHS R01 HG009285NIGMS NIH HHS R01 GM074024NINDS NIH HHS R01 NS096368
6 · The paper itself

Abstract

Medulloblastoma is among the most common malignant brain tumors in children. Recent studies have identified at least four subgroups of the disease that differ in terms of molecular characteristics and patient outcomes. Despite this heterogeneity, most patients with medulloblastoma receive similar therapies, including surgery, radiation, and intensive chemotherapy. Although these treatments prolong survival, many patients still die from the disease and survivors suffer severe long-term side effects from therapy. We hypothesize that each patient with medulloblastoma is sensitive to different therapies and that tailoring therapy based on the molecular and cellular characteristics of patients' tumors will improve outcomes. To test this, we assembled a panel of orthotopic patient-derived xenografts (PDX) and subjected them to DNA sequencing, gene expression profiling, and high-throughput drug screening. Analysis of DNA sequencing revealed that most medulloblastomas do not have actionable mutations that point to effective therapies. In contrast, gene expression and drug response data provided valuable information about potential therapies for every tumor. For example, drug screening demonstrated that actinomycin D, which is used for treatment of sarcoma but rarely for medulloblastoma, was active against PDXs representing Group 3 medulloblastoma, the most aggressive form of the disease. Functional analysis of tumor cells was successfully used in a clinical setting to identify more treatment options than sequencing alone. These studies suggest that it should be possible to move away from a one-size-fits-all approach and begin to treat each patient with therapies that are effective against their specific tumor. SIGNIFICANCE: These findings show that high-throughput drug screening identifies therapies for medulloblastoma that cannot be predicted by genomic or transcriptomic analysis.

Indexed as

AnimalsAntineoplastic AgentsCell Line, TumorCerebellar NeoplasmsChildDactinomycinExome SequencingGene Expression Regulation, NeoplasticHigh-Throughput Screening AssaysHumansMaleMedulloblastomaMice, Inbred NODMutationPolymorphism, Single NucleotidePrecision MedicineAntineoplastic AgentsDactinomycin

Identifiers

PMID33046443
PMCPMC7718387
OpenAlexW3092475546

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Registered trials

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 OpenQuestion graph.