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CellMinerCDB: NCATS Is a Web-Based Portal Integrating Public Cancer Cell Line Databases for Pharmacogenomic Explorations.
Reinhold, William C; Wilson, Kelli; Elloumi, Fathi; Bradwell, Katie R; Ceribelli, Michele; Varma, Sudhir; Wang, Yanghsin; Duveau, Damien; Menon, Nikhil; Trepel, Jane; Zhang, Xiaohu; Klumpp-Thomas, Carleen; Micheal, Samuel; Shinn, Paul; Luna, Augustin; Thomas, Craig; Pommier, Yves.
Afiliação
  • Reinhold WC; Developmental Therapeutics Branch, Center for Cancer Research, National Cancer Institute, NIH, Bethesda, Maryland.
  • Wilson K; National Center for Advancing Translational Sciences, NIH Bethesda, Maryland.
  • Elloumi F; Developmental Therapeutics Branch, Center for Cancer Research, National Cancer Institute, NIH, Bethesda, Maryland.
  • Bradwell KR; Palantir Technologies, Denver, Colorado.
  • Ceribelli M; National Center for Advancing Translational Sciences, NIH Bethesda, Maryland.
  • Varma S; Developmental Therapeutics Branch, Center for Cancer Research, National Cancer Institute, NIH, Bethesda, Maryland.
  • Wang Y; HiThru Analytics LLC, Princeton, New Jersey.
  • Duveau D; Developmental Therapeutics Branch, Center for Cancer Research, National Cancer Institute, NIH, Bethesda, Maryland.
  • Menon N; ICF International Inc., Fairfax, Virginia.
  • Trepel J; National Center for Advancing Translational Sciences, NIH Bethesda, Maryland.
  • Zhang X; National Center for Advancing Translational Sciences, NIH Bethesda, Maryland.
  • Klumpp-Thomas C; Developmental Therapeutics Branch, Center for Cancer Research, National Cancer Institute, NIH, Bethesda, Maryland.
  • Micheal S; National Center for Advancing Translational Sciences, NIH Bethesda, Maryland.
  • Shinn P; National Center for Advancing Translational Sciences, NIH Bethesda, Maryland.
  • Luna A; National Center for Advancing Translational Sciences, NIH Bethesda, Maryland.
  • Thomas C; National Center for Advancing Translational Sciences, NIH Bethesda, Maryland.
  • Pommier Y; cBio Center, Dana-Farber Cancer Institute and Department of Cell Biology, Harvard Medical School, Boston, Massachusetts.
Cancer Res ; 83(12): 1941-1952, 2023 06 15.
Article em En | MEDLINE | ID: mdl-37140427
ABSTRACT
Major advances have been made in the field of precision medicine for treating cancer. However, many open questions remain that need to be answered to realize the goal of matching every patient with cancer to the most efficacious therapy. To facilitate these efforts, we have developed CellMinerCDB National Center for Advancing Translational Sciences (NCATS; https//discover.nci.nih.gov/rsconnect/cellminercdb_ncats/), which makes available activity information for 2,675 drugs and compounds, including multiple nononcology drugs and 1,866 drugs and compounds unique to the NCATS. CellMinerCDB NCATS comprises 183 cancer cell lines, with 72 unique to NCATS, including some from previously understudied tissues of origin. Multiple forms of data from different institutes are integrated, including single and combination drug activity, DNA copy number, methylation and mutation, transcriptome, protein levels, histone acetylation and methylation, metabolites, CRISPR, and miscellaneous signatures. Curation of cell lines and drug names enables cross-database (CDB) analyses. Comparison of the datasets is made possible by the overlap between cell lines and drugs across databases. Multiple univariate and multivariate analysis tools are built-in, including linear regression and LASSO. Examples have been presented here for the clinical topoisomerase I (TOP1) inhibitors topotecan and irinotecan/SN-38. This web application provides both substantial new data and significant pharmacogenomic integration, allowing exploration of interrelationships.

SIGNIFICANCE:

CellMinerCDB NCATS provides activity information for 2,675 drugs in 183 cancer cell lines and analysis tools to facilitate pharmacogenomic research and to identify determinants of response.
Assuntos

Texto completo: 1 Base de dados: MEDLINE Assunto principal: Neoplasia de Células Basais / National Center for Advancing Translational Sciences (U.S.) Limite: Humans País como assunto: America do norte Idioma: En Ano de publicação: 2023 Tipo de documento: Article

Texto completo: 1 Base de dados: MEDLINE Assunto principal: Neoplasia de Células Basais / National Center for Advancing Translational Sciences (U.S.) Limite: Humans País como assunto: America do norte Idioma: En Ano de publicação: 2023 Tipo de documento: Article