Literature DB >> 29092930

Developing Cancer Informatics Applications and Tools Using the NCI Genomic Data Commons API.

Shane Wilson1, Michael Fitzsimons2, Martin Ferguson3, Allison Heath2, Mark Jensen3, Josh Miller2, Mark W Murphy2, James Porter2, Himanso Sahni3, Louis Staudt4, Yajing Tang2, Zhining Wang4, Christine Yu1, Junjun Zhang1, Vincent Ferretti1, Robert L Grossman5.   

Abstract

The NCI Genomic Data Commons (GDC) was launched in 2016 and makes available over 4 petabytes (PB) of cancer genomic and associated clinical data to the research community. This dataset continues to grow and currently includes over 14,500 patients. The GDC is an example of a biomedical data commons, which collocates biomedical data with storage and computing infrastructure and commonly used web services, software applications, and tools to create a secure, interoperable, and extensible resource for researchers. The GDC is (i) a data repository for downloading data that have been submitted to it, and also a system that (ii) applies a common set of bioinformatics pipelines to submitted data; (iii) reanalyzes existing data when new pipelines are developed; and (iv) allows users to build their own applications and systems that interoperate with the GDC using the GDC Application Programming Interface (API). We describe the GDC API and how it has been used both by the GDC itself and by third parties. Cancer Res; 77(21); e15-18. ©2017 AACR. ©2017 American Association for Cancer Research.

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Year:  2017        PMID: 29092930      PMCID: PMC5683428          DOI: 10.1158/0008-5472.CAN-17-0598

Source DB:  PubMed          Journal:  Cancer Res        ISSN: 0008-5472            Impact factor:   12.701


  4 in total

1.  A Case for Data Commons: Toward Data Science as a Service.

Authors:  Robert L Grossman; Allison Heath; Mark Murphy; Maria Patterson; Walt Wells
Journal:  Comput Sci Eng       Date:  2016-08-24       Impact factor: 2.080

2.  Toward a Shared Vision for Cancer Genomic Data.

Authors:  Robert L Grossman; Allison P Heath; Vincent Ferretti; Harold E Varmus; Douglas R Lowy; Warren A Kibbe; Louis M Staudt
Journal:  N Engl J Med       Date:  2016-09-22       Impact factor: 91.245

3.  TCGA-assembler: open-source software for retrieving and processing TCGA data.

Authors:  Yitan Zhu; Peng Qiu; Yuan Ji
Journal:  Nat Methods       Date:  2014-06       Impact factor: 28.547

4.  TCGAbiolinks: an R/Bioconductor package for integrative analysis of TCGA data.

Authors:  Antonio Colaprico; Tiago C Silva; Catharina Olsen; Luciano Garofano; Claudia Cava; Davide Garolini; Thais S Sabedot; Tathiane M Malta; Stefano M Pagnotta; Isabella Castiglioni; Michele Ceccarelli; Gianluca Bontempi; Houtan Noushmehr
Journal:  Nucleic Acids Res       Date:  2015-12-23       Impact factor: 16.971

  4 in total
  8 in total

Review 1.  Progress Toward Cancer Data Ecosystems.

Authors:  Robert L Grossman
Journal:  Cancer J       Date:  2018 May/Jun       Impact factor: 3.360

Review 2.  Data Lakes, Clouds, and Commons: A Review of Platforms for Analyzing and Sharing Genomic Data.

Authors:  Robert L Grossman
Journal:  Trends Genet       Date:  2019-01-25       Impact factor: 11.639

3.  Distinct structural classes of activating FOXA1 alterations in advanced prostate cancer.

Authors:  Abhijit Parolia; Marcin Cieslik; Shih-Chun Chu; Lanbo Xiao; Takahiro Ouchi; Yuping Zhang; Xiaoju Wang; Pankaj Vats; Xuhong Cao; Sethuramasundaram Pitchiaya; Fengyun Su; Rui Wang; Felix Y Feng; Yi-Mi Wu; Robert J Lonigro; Dan R Robinson; Arul M Chinnaiyan
Journal:  Nature       Date:  2019-06-26       Impact factor: 49.962

4.  Integrin α-5 as a potential biomarker of head and neck squamous cell carcinoma.

Authors:  Bo Zou; Dong Wang; Kai Xu; Dao-Ying Yuan; Zhen Meng; Bin Zhang
Journal:  Oncol Lett       Date:  2019-08-22       Impact factor: 2.967

Review 5.  Bringing radiomics into a multi-omics framework for a comprehensive genotype-phenotype characterization of oncological diseases.

Authors:  Mario Zanfardino; Monica Franzese; Katia Pane; Carlo Cavaliere; Serena Monti; Giuseppina Esposito; Marco Salvatore; Marco Aiello
Journal:  J Transl Med       Date:  2019-10-07       Impact factor: 5.531

6.  FAIRSCAPE: a Framework for FAIR and Reproducible Biomedical Analytics.

Authors:  Maxwell Adam Levinson; Justin Niestroy; Sadnan Al Manir; Karen Fairchild; Douglas E Lake; J Randall Moorman; Timothy Clark
Journal:  Neuroinformatics       Date:  2021-07-15

7.  RNA Editing in Glioma as a Sexually Dimorphic Prognostic Factor That Affects mRNA Abundance in Fatty Acid Metabolism and Inflammation Pathways.

Authors:  Sheng-Hau Lin; Sean Chun-Chang Chen
Journal:  Cells       Date:  2022-04-05       Impact factor: 6.600

8.  Naturally occurring hotspot cancer mutations in Gα13 promote oncogenic signaling.

Authors:  Marcin Maziarz; Anthony Federico; Jingyi Zhao; Lorena Dujmusic; Zhiming Zhao; Stefano Monti; Xaralabos Varelas; Mikel Garcia-Marcos
Journal:  J Biol Chem       Date:  2020-10-27       Impact factor: 5.486

  8 in total

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