Evidence map›Paper›PMID 33408242›Full record

ArticleCancer discovery2021

St. Jude Cloud: A Pediatric Cancer Genomic Data-Sharing Ecosystem.

Clay McLeod, Alexander M Gout, Xin Zhou, Andrew Thrasher, Delaram Rahbarinia, Samuel W Brady, Michael Macias, Kirby Birch, David Finkelstein, Jobin Sunny and 63 more

Abstract read
In one paragraph

Article in Cancer discovery, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 179 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
179citing papers in PubMed, 1 pooled it
–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

179 citing papers in PubMed, 1 synthesis or guideline pooled it.

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119 more citing papers are in PubMed but not listed here.

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

73 authors.

Clay McLeod *Department of Computational Biology, St. Jude Children's Research Hospital, Memphis, Tennessee.
Alexander M Gout *Department of Computational Biology, St. Jude Children's Research Hospital, Memphis, Tennessee.
Xin ZhouDepartment of Computational Biology, St. Jude Children's Research Hospital, Memphis, Tennessee.
Andrew ThrasherDepartment of Computational Biology, St. Jude Children's Research Hospital, Memphis, Tennessee.ORCID 0000-0003-0139-4059
Delaram RahbariniaDepartment of Computational Biology, St. Jude Children's Research Hospital, Memphis, Tennessee.
Samuel W BradyDepartment of Computational Biology, St. Jude Children's Research Hospital, Memphis, Tennessee.
Michael MaciasDepartment of Computational Biology, St. Jude Children's Research Hospital, Memphis, Tennessee.ORCID 0000-0002-5933-8095
Kirby BirchDepartment of Computational Biology, St. Jude Children's Research Hospital, Memphis, Tennessee.
David FinkelsteinDepartment of Computational Biology, St. Jude Children's Research Hospital, Memphis, Tennessee.
Jobin SunnyDepartment of Computational Biology, St. Jude Children's Research Hospital, Memphis, Tennessee.
Rahul MudunuriDepartment of Computational Biology, St. Jude Children's Research Hospital, Memphis, Tennessee.
Brent A OrrDepartment of Pathology, St. Jude Children's Research Hospital, Memphis, Tennessee.ORCID 0000-0003-0997-4728
Madison TreadwayDepartment of Computational Biology, St. Jude Children's Research Hospital, Memphis, Tennessee.
Bob DavidsonMicrosoft Research, Redmond, Washington.
Tracy K ArdMicrosoft Research, Redmond, Washington.
Arthur ChiaoDepartment of Computational Biology, St. Jude Children's Research Hospital, Memphis, Tennessee.
Andrew SwistakDepartment of Computational Biology, St. Jude Children's Research Hospital, Memphis, Tennessee.
Stephanie WigginsDepartment of Computational Biology, St. Jude Children's Research Hospital, Memphis, Tennessee.
Scott FoyDepartment of Computational Biology, St. Jude Children's Research Hospital, Memphis, Tennessee.
Jian WangDepartment of Computational Biology, St. Jude Children's Research Hospital, Memphis, Tennessee.
Edgar SiosonDepartment of Computational Biology, St. Jude Children's Research Hospital, Memphis, Tennessee.ORCID 0000-0002-7540-8516
Shuoguo WangDepartment of Computational Biology, St. Jude Children's Research Hospital, Memphis, Tennessee.
J Robert MichaelDepartment of Computational Biology, St. Jude Children's Research Hospital, Memphis, Tennessee.ORCID 0000-0003-2725-3297
Yu LiuDepartment of Computational Biology, St. Jude Children's Research Hospital, Memphis, Tennessee.
Xiaotu MaDepartment of Computational Biology, St. Jude Children's Research Hospital, Memphis, Tennessee.ORCID 0000-0002-6233-2145
Aman PatelDepartment of Computational Biology, St. Jude Children's Research Hospital, Memphis, Tennessee.
Michael N EdmonsonDepartment of Computational Biology, St. Jude Children's Research Hospital, Memphis, Tennessee.
Mark R WilkinsonDepartment of Computational Biology, St. Jude Children's Research Hospital, Memphis, Tennessee.
Andrew M FrantzDepartment of Computational Biology, St. Jude Children's Research Hospital, Memphis, Tennessee.
Ti-Cheng ChangDepartment of Computational Biology, St. Jude Children's Research Hospital, Memphis, Tennessee.
Liqing TianDepartment of Computational Biology, St. Jude Children's Research Hospital, Memphis, Tennessee.ORCID 0000-0001-9921-0603
Shaohua LeiDepartment of Computational Biology, St. Jude Children's Research Hospital, Memphis, Tennessee.
S M Ashiqul IslamDepartment of Cellular and Molecular Medicine and Department of Bioengineering, Moores Cancer Center, University of California, San Diego, La Jolla, California.ORCID 0000-0002-5686-6474
Christopher MeyerDNAnexus, Mountain View, California.
Naina ThangarajDNAnexus, Mountain View, California.
Pamella TaterDNAnexus, Mountain View, California.
Vijay KandaliDNAnexus, Mountain View, California.ORCID 0000-0001-9462-193X
Singer MaDNAnexus, Mountain View, California.ORCID 0000-0002-6233-2145
Tuan NguyenDNAnexus, Mountain View, California.
Omar SerangDNAnexus, Mountain View, California.ORCID 0000-0003-3767-6146
Irina McGuireDepartment of Information Services, St. Jude Children's Research Hospital, Memphis, Tennessee.
Nedra RobisonDepartment of Information Services, St. Jude Children's Research Hospital, Memphis, Tennessee.
Darrell GentryDepartment of Information Services, St. Jude Children's Research Hospital, Memphis, Tennessee.ORCID 0000-0002-7396-7824
Xing TangDepartment of Hematology, St. Jude Children's Research Hospital, Memphis, Tennessee.
Lance E PalmerDepartment of Hematology, St. Jude Children's Research Hospital, Memphis, Tennessee.
Gang WuDepartment of Computational Biology, St. Jude Children's Research Hospital, Memphis, Tennessee.
Ed SuhDepartment of Information Services, St. Jude Children's Research Hospital, Memphis, Tennessee.
Leigh TannerDepartment of Information Services, St. Jude Children's Research Hospital, Memphis, Tennessee.
James McMurryDepartment of Information Services, St. Jude Children's Research Hospital, Memphis, Tennessee.
Matthew LearDepartment of Pathology, St. Jude Children's Research Hospital, Memphis, Tennessee.
Alberto S PappoDepartment of Oncology, St. Jude Children's Research Hospital, Memphis, Tennessee.
Zhaoming WangDepartment of Computational Biology, St. Jude Children's Research Hospital, Memphis, Tennessee.
Carmen L WilsonDepartment of Epidemiology and Cancer Control, St. Jude Children's Research Hospital, Memphis, Tennessee.ORCID 0000-0001-7636-065X
Yong ChengDepartment of Hematology, St. Jude Children's Research Hospital, Memphis, Tennessee.
Soheil MeshinchiFred Hutchinson Cancer Research Center Professor of Pediatrics, University of Washington School of Medicine, Seattle, Washington.
Ludmil B AlexandrovDepartment of Cellular and Molecular Medicine and Department of Bioengineering, Moores Cancer Center, University of California, San Diego, La Jolla, California.ORCID 0000-0003-3596-4515
Mitchell J WeissDepartment of Hematology, St. Jude Children's Research Hospital, Memphis, Tennessee.
Gregory T ArmstrongDepartment of Epidemiology and Cancer Control, St. Jude Children's Research Hospital, Memphis, Tennessee.
Leslie L RobisonDepartment of Epidemiology and Cancer Control, St. Jude Children's Research Hospital, Memphis, Tennessee.
Yutaka YasuiDepartment of Epidemiology and Cancer Control, St. Jude Children's Research Hospital, Memphis, Tennessee.
Kim E NicholsDepartment of Oncology, St. Jude Children's Research Hospital, Memphis, Tennessee.ORCID 0000-0002-5581-6555
David W EllisonDepartment of Pathology, St. Jude Children's Research Hospital, Memphis, Tennessee.
Chaitanya BangurMicrosoft Research, Redmond, Washington.
Charles G MullighanDepartment of Pathology, St. Jude Children's Research Hospital, Memphis, Tennessee.ORCID 0000-0002-1871-1850
Suzanne J BakerDepartment of Developmental Neurobiology, St. Jude Children's Research Hospital, Memphis, Tennessee.
Michael A DyerDepartment of Developmental Neurobiology, St. Jude Children's Research Hospital, Memphis, Tennessee.
Geralyn MillerMicrosoft Research, Redmond, Washington.
Scott NewmanDepartment of Computational Biology, St. Jude Children's Research Hospital, Memphis, Tennessee.
Michael RuschDepartment of Computational Biology, St. Jude Children's Research Hospital, Memphis, Tennessee.ORCID 0000-0002-5363-1848
Richard DalyDNAnexus, Mountain View, California.
Keith PerryDepartment of Information Services, St. Jude Children's Research Hospital, Memphis, Tennessee. jinghui.zhang@stjude.org keith.perry@stjude.org james.downing@stjude.org.
James R DowningDepartment of Pathology, St. Jude Children's Research Hospital, Memphis, Tennessee. jinghui.zhang@stjude.org keith.perry@stjude.org james.downing@stjude.org.
Jinghui ZhangDepartment of Computational Biology, St. Jude Children's Research Hospital, Memphis, Tennessee. jinghui.zhang@stjude.org keith.perry@stjude.org james.downing@stjude.org.ORCID 0000-0003-3350-9682

Funding

Discovery of Somatic Noncoding Variants that Serve as Drivers in Pediatric CancersR01CA216391 · NCI · ST. JUDE CHILDREN'S RESEARCH HOSPITAL · PI ZHANG, JINGHUI · 2018 to 2022
$2.8M
NCI NIH HHS R01 CA216391
6 · The paper itself

Abstract

Effective data sharing is key to accelerating research to improve diagnostic precision, treatment efficacy, and long-term survival in pediatric cancer and other childhood catastrophic diseases. We present St. Jude Cloud (https://www.stjude.cloud), a cloud-based data-sharing ecosystem for accessing, analyzing, and visualizing genomic data from >10,000 pediatric patients with cancer and long-term survivors, and >800 pediatric sickle cell patients. Harmonized genomic data totaling 1.25 petabytes are freely available, including 12,104 whole genomes, 7,697 whole exomes, and 2,202 transcriptomes. The resource is expanding rapidly, with regular data uploads from St. Jude's prospective clinical genomics programs. Three interconnected apps within the ecosystem-Genomics Platform, Pediatric Cancer Knowledgebase, and Visualization Community-enable simultaneously performing advanced data analysis in the cloud and enhancing the Pediatric Cancer knowledgebase. We demonstrate the value of the ecosystem through use cases that classify 135 pediatric cancer subtypes by gene expression profiling and map mutational signatures across 35 pediatric cancer subtypes. SIGNIFICANCE: To advance research and treatment of pediatric cancer, we developed St. Jude Cloud, a data-sharing ecosystem for accessing >1.2 petabytes of raw genomic data from >10,000 pediatric patients and survivors, innovative analysis workflows, integrative multiomics visualizations, and a knowledgebase of published data contributed by the global pediatric cancer community.

Indexed as

Cloud ComputingGenomicsInformation DisseminationAnemia, Sickle CellChildEcosystemHospitals, PediatricHumansNeoplasms

Identifiers

PMID33408242
PMCPMC8102307

What OpenQuestion holds

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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 OpenQuestion graph.