Related Experiment Video
Updated: Nov 21, 2025

Assessing Specificity of Anticancer Drugs In Vitro
Published on: March 23, 2016
Sensitivity and specificity of drug interaction databases to detect interactions with recently approved oral
John B Bossaer1, Danielle Eskens2, Austin Gardner3
1Gatton College of Pharmacy, Johnson City, TN, USA.
Rationale:
Drug-drug interactions (DDIs) with oral antineoplastics (OAs) are of increasing concern given the rapid increase in OA approvals and use in cancer patients. A small pilot study of 20 DDIs with OAs showed significant variability in commonly used DDI screening databases in sensitivity of detecting potentially clinically relevant DDIs. This study builds upon that work by expanding the number of potential DDIs analyzed and including a specificity analysis.
Methods:
Newly approved OAs from 2016 to May 2019 (n = 22) were included in this analysis. Prescribing information for each drug was reviewed. A list of explicit and theoretical drug interactions was created for each OA by the two investigators. A board-certified oncology pharmacist adjudicated all DDI pairs for potential clinical significance. In total, 229 DDI pairs were used to analyze sensitivity of 5 DDI databases (Lexicomp®, Micromedex®, Medscape, Eporactes®, & Drugs.com). Additionally, 64 "dummy" or false DDI pairs were created to analyze specificity. Sensitivity and specific were analyzed using Cochran's Qtest, while accuracy was analyzed using chi-square test.
Results:
There was significant variability among the databases with regards to sensitivity (p < 0.0001), specificity (p < 0.0001), and accuracy (p < 0.0001). In terms of accuracy (max score = 400), Lexicomp®(355), Epocrates® (344), and Drugs.com (352) scored higher than MicroMedex® (270) and Medscape (280).
Conclusions:
Considerable variability exists among DDI screening databases with regards to OAs and potential drug interactions. Clinicians should be vigilant in both screening for DDIs with OAs and describing DDIs encountered in clinical practice.
Insights
Drug-drug interaction databases show significant variability in detecting oral antineoplastic interactions. Clinicians must remain vigilant when screening for these potentially harmful drug-drug interactions.
Area of Science:
- Oncology
- Pharmacology
- Clinical Pharmacy
Background:
- Drug-drug interactions (DDIs) with oral antineoplastics (OAs) are a growing concern due to increased OA approvals and usage.
- A prior pilot study indicated significant variability in DDI screening databases' sensitivity for detecting clinically relevant DDIs with OAs.
Purpose of the Study:
- To expand upon previous work by analyzing a larger number of potential DDIs with OAs.
- To assess the sensitivity and specificity of commonly used DDI screening databases for oral antineoplastics.
Main Methods:
- Included 22 newly approved OAs (2016-2019) and reviewed their prescribing information.
- Created a list of 229 explicit and theoretical DDIs, adjudicated for clinical significance by an oncology pharmacist.
- Analyzed the sensitivity and specificity of five DDI databases (Lexicomp®, Micromedex®, Medscape, Epocrates®, & Drugs.com) using 64 false DDI pairs for specificity analysis.
Main Results:
- Significant variability was observed among databases in sensitivity, specificity, and accuracy (p < 0.0001).
- Lexicomp® (355), Drugs.com (352), and Epocrates® (344) demonstrated higher accuracy scores compared to Micromedex® (270) and Medscape (280).
Conclusions:
- Substantial variability exists among DDI screening databases concerning oral antineoplastics.
- Clinicians should exercise vigilance when screening for and documenting DDIs involving OAs.
More Related Videos
15:04Potentiation of Anticancer Antibody Efficacy by Antineoplastic Drugs: Detection of Antibody-drug Synergism Using the Combination Index Equation
Published on: January 19, 2019
07:40A Data Integration Workflow to Identify Drug Combinations Targeting Synthetic Lethal Interactions
Published on: May 27, 2021
Related Concept Videos
Pharmacokinetics: Drug–Drug Interactions
Pharmacokinetics: Drug–Food and Drug–Viral Interactions
Dose-Response Relationship: Selectivity and Specificity
Drug-Receptor Interactions
Several parameters, such as the drug's affinity for its receptor and its efficacy, which is its ability to activate the receptor, determine the drug's effect on the tissue....
Effect of Hepatic Disease on Pharmacokinetics: Dose Adjustments Due to Hepatic Impairment
Combined Effects of Drugs: Synergism
Such synergistic combinations...