IMOPAC
IMOPAC performs interactive multiomics and pharmacological analyses of patient-derived cancer cell lines to link genomic, epigenomic, transcriptomic, proteomic, and metabolomic alterations with drug responses.
Key Features:
- Integration of Comprehensive Databases: Integrates pharmacogenomic and multiomics data from NCI-60, GDSC, and DepMap.
- Multi-omics and Pharmacological Visualizations: Generates visualizations of genetic, epigenetic, transcriptional, proteomic, metabolomic, and pharmacological events.
- Multiomics–Drug Linking: Links multiomics alterations across genes and pathways with drug responses in diverse cancer cell lines.
- Pancancer Expression Analysis: Examines gene expression patterns across multiple cancer types.
- Drug-Omics/Pathway Correlation: Investigates relationships between drug responses and omics data or specific biological pathways.
- Cancer Subtypes Exploration: Enables analysis of distinct cancer subtypes based on multiomics profiles.
- Omics-Omics Correlation (Cis-/Trans-Regulation): Analyzes regulatory interactions within and between different omics layers, including cis- and trans-regulation.
- Fusion Query Analysis: Investigates gene fusions and their molecular implications in cancer.
- Drug Response Prediction Analysis: Predicts potential drug responses based on integrated multiomics profiles.
Scientific Applications:
- Pharmacogenomics Mining: Supports mining of pharmacogenomic associations to relate molecular alterations to drug sensitivity and resistance.
- Therapeutic Target Discovery: Facilitates discovery of candidate therapeutic targets from multiomics and pharmacological correlations.
- Biomarker Identification for Precision Medicine: Identifies clinically actionable biomarkers that link molecular profiles to treatment outcomes.
- Mechanistic Studies of Drug Response: Enables exploration of molecular mechanisms underlying drug responses and resistance across cancer cell lines.
Methodology:
Integrates multiomics and pharmacological data from established cancer genomic databases (NCI-60, GDSC, DepMap) and provides interactive exploration and visualization of pharmacogenomic profiles.
Topics
Details
- License:
- CC-BY-NC-ND-4.0
- Cost:
- Free of charge
- Tool Type:
- web application
- Programming Languages:
- JavaScript, R
- Added:
- 1/28/2024
- Last Updated:
- 11/24/2024
Operations
Publications
Li G, Wan D, Liang J, Zhu P, Ding Z, Zhang B. IMOPAC: A web server for interactive multiomics and pharmacological analyses of patient-derived cancer cell lines. Computational and Structural Biotechnology Journal. 2023;21:3705-3714. doi:10.1016/j.csbj.2023.07.023. PMID:37547083. PMCID:PMC10400808.