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Updated: Feb 28, 2026

Cloud-Based Phrase Mining and Analysis of User-Defined Phrase-Category Association in Biomedical Publications
Published on: February 23, 2019
Informing a medical subject heading (MeSH) request: The 'Prescribing cascades' case study
Fernando Fernandez-Llimos1, Fernanda S Tonin2
1Applied Molecular Biosciences Unit (UCIBIO), Institute for Health and Bioeconomy (i4HB), Laboratory of Pharmacology, Faculty of Pharmacy, University of Porto, Porto, Portugal.
Background:
'Prescribing cascades' describes initiation of new treatments in response to adverse drug effects, often misinterpreted as new conditions. Although Medical Subject Headings (MeSH) enable accurate indexing and retrieval, no MeSH term exists for this concept. This study assessed the need for a dedicated MeSH term and its potential impact on indexing consistency.
Methods:
A cross-sectional analysis was conducted using 139 articles from a published scoping review. PubMed metadata provided publication details and indexing status. MEDLINE-indexed articles were analyzed for MeSH attribution. Associations between the presence of keywords ("inapprop-", "adverse", "cascade") in titles/abstracts and specific MeSH terms were quantified using odds ratios (OR) with 95% confidence intervals (CI) (R/RStudio).
Results:
Of 139 articles included in the scoping review, 119 were indexed in PubMed and 106 in MEDLINE, with 1055 MeSH terms covering 313 unique terms. The most prevalent were "Drug-Related Side Effects and Adverse Reactions" (32.1%), "Polypharmacy" (30.2%), and "Inappropriate Prescribing" (26.4%). Indexing was manual in 47 cases, automated in 45, and curated in 14. After 2022, automated indexing reduced use of "Drug Interactions" and "Medication Errors." Only three associations demonstrated predictive values: the root "inapprop-" in abstracts predicted the MeSH "Inappropriate Prescribing" (OR = 5.1 [95% CI 1.9-13.7]); "inapprop-" in titles for "Potentially Inappropriate Medication List" (OR = 204 [95% CI 9.1-4551.3]); and "adverse" in abstracts for "Drug-Related Side Effects and Adverse Reactions" (OR = 2.8 [95% CI 1.2-6.7]). The word "cascade" in titles was associated with "Drug-Related Side Effects and Adverse Reactions" (OR = 3.6 [95% CI 1.4-9.2]).
Conclusion:
Current evidence does not support a dedicated MeSH for 'prescribing cascades' as existing descriptors are sufficient to capture its main dimensions. Further research should prioritize definitional consensus and compositional indexing strategies to enhance retrieval accuracy.
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