Related Experiment Video
Updated: Dec 11, 2025

05:10
Drug Repurposing Hypothesis Generation Using the "RE:fine Drugs" System
Published on: December 11, 2016
10.0K
DREIMT: a drug repositioning database and prioritization tool for immunomodulation
Kevin Troulé1, Hugo López-Fernández2,3, Santiago García-Martín1
1Bioinformatics Unit, Structural Biology Department, Spanish National Cancer Research Centre (CNIO), Madrid 28029, Spain.
Bioinformatics (Oxford, England)
|August 21, 2020
Summary
DREIMT is a novel web tool for drug prioritization in immunomodulation. It identifies potential immunomodulatory drugs by analyzing drug profiles and gene expression signatures for various immune cell subtypes.
Area of Science:
- Immunology
- Pharmacology
- Bioinformatics
Background:
- Drug immunomodulation is a therapeutic strategy for diseases like cancer and autoimmune disorders.
- Identifying effective immunomodulatory drugs requires sophisticated analysis of complex biological data.
Purpose of the Study:
- To introduce DREIMT, a new hypothesis-generation web tool for drug prioritization in immunomodulation.
- To provide a resource for identifying potential immunomodulatory drugs targeting specific immune cell subtypes and gene expression signatures.
Main Methods:
- DREIMT utilizes a curated database integrating 4960 drug profiles and approximately 2600 immune gene expression signatures.
- The tool performs drug prioritization analysis for immunomodulation, targeting up to 70 immune cell subtypes.
- It also suggests drugs based on user-supplied gene expression signatures.
Main Results:
- DREIMT provides significant immunomodulatory drug candidates.
- The tool outputs drug-signature association scores and False Discovery Rates (FDRs).
- Results include downloadable plots and data tables for further analysis.
Conclusions:
- DREIMT facilitates hypothesis generation for drug immunomodulation research.
- The tool aids in discovering novel therapeutic strategies for immune-related diseases.
- DREIMT is a valuable resource for researchers in immunology and pharmacology.
Related Concept Videos
Therapeutic Drug Monitoring: Overview and Classification
159
Therapeutic Drug Monitoring (TDM) is a clinical practice that measures specific drug levels in a patient's blood at designated intervals to ensure the drug concentration stays within a therapeutic range. This monitoring is crucial for optimizing individual dosage regimens, enhancing therapeutic efficacy, and minimizing drug-related toxicity. TDM is vital for drugs with narrow therapeutic windows, significant variability in pharmacokinetics, and a clear correlation between plasma levels and...
159
Dosage Regimen: Individualization
99
Individualization in dosing regimens is the customization of medication doses for individual patients. Its necessity arises from the goal of maximizing therapeutic benefits while minimizing risks. This approach is pivotal because human responses to drugs can vary widely; what is effective for one person may be inadequate or excessive for another. Interpatient (intersubject) variability refers to differences in drug responses between individuals, while intrapatient (intrasubject) variability...
99
Bioequivalence of Drugs: Drugs with Multiple Indications
84
The concept of therapeutic equivalence (TE) in drugs with multiple indications is complex. A generic drug may be therapeutically equivalent to a brand-name product for one specific indication, but this doesn't necessarily mean it's equivalent for all other indications. Evidence of TE in one patient group and bioequivalence shown in healthy volunteers can support—but not confirm—TE for other indications. However, definitive proof requires individual clinical studies for each...
84

