Related Experiment Video
Updated: Jan 14, 2026

Drug-induced Sensitization of Adenylyl Cyclase: Assay Streamlining and Miniaturization for Small Molecule and siRNA Screening Applications
Published on: January 27, 2014
High-Throughput Screening for Prescribing Cascades Among Real-World Angiotensin-II Receptor Blockers (ARBs)
Asinamai M Ndai1,2,3, Kayla Smith1,2,3, Shailina Keshwani1,2,3
1Department of Pharmaceutical Outcomes and Policy, College of Pharmacy, University of Florida, Gainesville, Florida, USA.
Objective:
Angiotensin-II Receptor Blockers (ARBs) are commonly prescribed; however, their adverse events may prompt new drug prescriptions, known as prescribing cascade (PC). We aimed to identify potential ARB-induced PCs using high-throughput sequence symmetry analysis.
Methods:
Using claims data from a national sample of Medicare beneficiaries (2011-2020), we identified new ARB users aged ≥ 66 years with continuous enrollment ≥ 360 days before and ≥ 180 days after ARB initiation. We screened for initiation of 446 other (non-antihypertensive) "marker" drug classes within ±90 days of ARB initiation. Sequence ratios (SRs) with 95% confidence intervals (CIs) were calculated as the ratio of the number of ARB users initiating the marker class after versus before ARB initiation. Adjusted SRs (aSRs) accounted for prescribing trends over time, and for significant aSRs, we calculated the naturalistic number needed to harm (NNTH); significant signals were reviewed by clinical experts for plausibility.
Results:
We identified 320,663 ARB initiators, age (mean ± standard deviation) 76.0 ± 7.2 years; 62.5% female; and 91.5% with hypertension. Of the 446 marker classes evaluated, 17 signals were significant, and three (18%) were classified as potential PCs after clinical review. The strongest signals ranked by the lowest NNTH included benzodiazepine derivatives (NNTH 2130, 95% CI 1437-4525), adrenergics in combination with anticholinergics, including triple combinations with corticosteroids (NNTH 2656, 95% CI 1585-10,074), and other antianemic preparations (NNTH 9416, 95% CI 6606-23,784). The strongest signals ranked by highest aSR included other antianemic preparations (aSR 1.7, 95% CI 1.19-2.41), benzodiazepine derivatives (aSR 1.18, 95% CI 1.08-1.3), and adrenergics in combination with anticholinergics, including triple combinations with corticosteroids (aSR 1.12, 95% CI 1.03-1.22).
Conclusion:
The identified PC signals reflected known and possibly under-recognized ARB adverse events in this Medicare cohort. These hypothesis-generating findings require further investigation to determine the extent and impact of these PCs on patient outcomes.
More Related Videos
Related Concept Videos
Antihypertensive Drugs: Direct Renin Inhibitors
Heart Failure Drugs: Inhibitors of Renin-Angiotensin System
Antihypertensive Drugs: Angiotensin II Receptor Blockers
Antihypertensive Drugs: Angiotensin-Converting Enzyme Inhibitors
Structure-Activity Relationships and Drug Design
SAR studies the intricate relationship between a drug's chemical structure and biological activity. It focuses on understanding how modifications to a drug's structure can influence...
Treatment for Pulmonary Arterial Hypertension: Receptor Tyrosine Kinase Inhibitors and Calcium Channel Blockers
TKIs, such as imatinib (Gleevec), are particularly effective in tackling the growth and mitogenic factors that become upregulated in PAH patients. These factors contribute to the...

