Integrative analysis of pharmacogenomics in major cancer cell line databases using CellMinerCDB
Vinodh N. RajapakseiD, Augustin LunaiD, Mihoko YamadeiD, Lisa Loman, Sudhir VarmaiD, Margot Sunshine, Francesco IorioiD, Fabrício Garmus SousaiD, Fathi ElloumiiD, Mirit I. AladjemiD, Anish ThomasiD, Chris SanderiD, Kurt W. KohniD, Cyril H. BenesiD, Mathew J. GarnettiD, William C. ReinholdiD, Yves G. PommieriD
Abstract
As precision medicine demands molecular determinants of drug response, CellMinerCDB provides (https://discover.nci.nih.gov/cellminercdb/) a web-based portal for multiple forms of pharmacological, molecular, and genomic analyses, unifying the richest cancer cell line datasets (NCI-60, NCI-SCLC, Sanger/MGH GDSC, and Broad CCLE/CTRP). CellMinerCDB enables genomic and pharmacological data queries for identifying pharmacogenomic determinants, drug signatures, and gene regulatory networks for researchers without requiring specialized bioinformatics support. It leverages overlaps of cell lines and tested drugs to allow assessment of data reproducibility. It builds on the complementarity and strength of each dataset. A panel of 41 drugs evaluated in parallel in the NCI-60 and GDSC is reported, supporting drug reproducibility across databases, repositioning of bisacodyl and acetalax for triple negative breast cancer, and identifying novel drug response determinants and genomic signatures for topoisomerase inhibitors and schweinfurthins in development. CellMinerCDB also allowed the identification of LIX1L as a novel mesenchymal gene regulating cellular migration and invasiveness.
02 /Specification & Classification
Click any tag to browse matching papers- Citations
- 3
- Organism
- Assay
- Research Focus
- Approach
Reproducibility ledger
Nobody has reported trying to reproduce this paper yet. Did you replicate an experiment or run the code? Your report saves the next lab a week.
Sign in to file a reproducibility report.
Related papers
- PharmacoDB: an integrative database for mining in vitro anticancer drug screening studies
Petr Smirnov, Victor Kofia, … Benjamin Haibe‐Kains·Nucleic Acids ResearchPeer-reviewed·Sep 27, 2017
- PharmacoDB 2.0 : Improving scalability and transparency of in vitro pharmacogenomics analysis
Nikta Feizi, Sisira Kadambat Nair, … Benjamin Haibe‐Kains·Nucleic Acids ResearchPeer-reviewed·Oct 20, 2021
- GDSCTools for Mining Pharmacogenomic Interactions in Cancer
T. Cokelaer, E. Chen, … G. J. Mathew·bioRxiv·Jul 28, 2017
- Karyotypic divergence confounds cellular phenotypes in large pharmacogenomic studies
R. Quevedo, N. El-Hachem, … B. Haibe-Kains·bioRxiv·Mar 11, 2019
- Interactive webtool for analyzing drug sensitivity and resistance associated with genetic signatures of cancer cell lines
M. Boeschen, S. Horn, … T. Schönberg·bioRxiv·Aug 22, 2022
- Revisiting inconsistency in large pharmacogenomic studies
Zhaleh Safikhani, Mark Freeman, … Benjamin Haibe-Kains·F1000ResearchPeer-reviewed·Aug 11, 2017