Evidence map›Paper›PMID 41436113›Full record

ArticleJournal of oral & facial pain and headache2025

Estimating risk of reported versus theoretical drug-drug interactions in headaches medicine: an exhaustive comparison between DrugBank and FAERS database for abortive and preventive combinations.

Victor Kaytser, Ian Hakkinen, Jay Dave, Pengfei Zhang

Abstract readComparative Study
In one paragraph

Article in Journal of oral & facial pain and headache, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

4 authors.

Victor KaytserUT Southwestern Medical Center, Dallas, TX 75390, USA.
Ian HakkinenEvergreen Health, Seattle, WA 98272, USA.
Jay DaveMount Sinai Hospital, New York, NY 10029, USA.
Pengfei ZhangHarvard Medical School, Boston, MA 02218, USA.ORCID 0000-0003-1132-1937

Funding

Beth Israel Deaconess Medical Center/Harvard Medical School GRT66954
6 · The paper itself

Abstract

backgroundPolypharmacy is common in headache medicine. This project uses DrugBank and Food and Drug Administration's (FDA) Adverse Event Reporting System (FAERS) to determine the likelihood of a theoretical and empirically reported interaction between a given number of headache abortive and preventive medications.

methodsAll headache medications referenced in "The American Headache Society Position Statement on Integrating New Migraine Treatments into Clinical Practice" and Szperka's "Migraine care in the era of COVID-19: clinical pearls and plea to insurers" were included. All possible combinations of up to three abortives and preventatives were screened for drug-drug interactions through searches in DrugBank and FAERS. If at least one drug-drug interaction was listed, then it was included in our analysis. The percentage of combinations containing an interaction was then compared across the two databases.

resultsOf the 38 abortives and 23 preventives included, once more than 3 drugs are used in any combination, a drug-drug interaction was >99% likely, per DrugBank. However, per FAERS, the reported interaction was 39% to 60% likely once 3 or 4 drugs are used in any combination. In FAERS, the likelihood of interaction rised most dramatically once 3 or more drugs are used.

conclusionsTheoretical interactions, based on DrugBank, maybe overstated when compared to actual observed interactions in FAERS. Future direction is needed delving into the types of interactions recorded in each database.

Indexed as

Adverse Drug Reaction Reporting SystemsHeadacheMigraine DisordersCOVID-19Databases, FactualDrug InteractionsHumansPolypharmacyUnited StatesUnited States Food and Drug AdministrationBig dataCombinatorics in medicineData scienceDrug interactionsPharmacologyPolypharmacy

Identifiers

PMID41436113
PMCPMC12727184

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.