Evidence mapPaperPMID 41117512Full record

ArticlePharmacotherapy2025

High-Throughput Screening for Prescribing Cascades Among Real-World Angiotensin-II Receptor Blockers (ARBs) Initiators.

Asinamai M Ndai, Kayla Smith, Shailina Keshwani, Jaeyoung Choi, Michael Luvera, Tanner Beachy, Marianna Calvet, Carl J Pepine, Stephan Schmidt, Scott M Vouri and 2 more

Abstract read
In one paragraph

Article in Pharmacotherapy, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
2citing papers in PubMed, 1 pooled it
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

2 citing papers in PubMed, 1 synthesis or guideline pooled it.

  1. Pooled it
  2. Article
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

12 authors.

Asinamai M NdaiDepartment of Pharmaceutical Outcomes and Policy, College of Pharmacy, University of Florida, Gainesville, Florida, USA.ORCID 0000-0002-2517-3915
Kayla SmithDepartment of Pharmaceutical Outcomes and Policy, College of Pharmacy, University of Florida, Gainesville, Florida, USA.ORCID 0009-0001-7308-5397
Shailina KeshwaniDepartment of Pharmaceutical Outcomes and Policy, College of Pharmacy, University of Florida, Gainesville, Florida, USA.ORCID 0000-0002-9961-2511
Jaeyoung ChoiDepartment of Pharmaceutical Outcomes and Policy, College of Pharmacy, University of Florida, Gainesville, Florida, USA.
Michael LuveraDepartment of Pharmaceutical Outcomes and Policy, College of Pharmacy, University of Florida, Gainesville, Florida, USA.ORCID 0009-0004-1376-8673
Tanner BeachyDepartment of Pharmaceutical Outcomes and Policy, College of Pharmacy, University of Florida, Gainesville, Florida, USA.
Marianna CalvetDepartment of Pharmaceutical Outcomes and Policy, College of Pharmacy, University of Florida, Gainesville, Florida, USA.
Carl J PepineDivision of Cardiovascular Medicine, Department of Medicine, University of Florida College of Medicine, Gainesville, Florida, USA.ORCID 0000-0002-6011-681X
Stephan SchmidtDepartment of Pharmaceutics, College of Pharmacy, University of Florida, Gainesville, Florida, USA.ORCID 0000-0002-4998-1167
Scott M VouriPfizer, Inc., New York, New York, USA.ORCID 0000-0002-0411-2160
Earl J MorrisDepartment of Pharmaceutical Outcomes and Policy, College of Pharmacy, University of Florida, Gainesville, Florida, USA.ORCID 0000-0002-6092-8906
Steven M SmithDepartment of Pharmaceutical Outcomes and Policy, College of Pharmacy, University of Florida, Gainesville, Florida, USA.ORCID 0000-0002-0201-839X

Funding

NHLBI NIH HHS R21 HL159576
6 · The paper itself

Abstract

objectiveAngiotensin-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.

methodsUsing 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.

resultsWe 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).

conclusionThe 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.

Indexed as

Angiotensin Receptor AntagonistsDrug PrescriptionsHigh-Throughput Screening AssaysPractice Patterns, Physicians'AgedAged, 80 and overFemaleHumansMaleMedicareUnited StatesAngiotensin Receptor Antagonistsadverse eventsantihypertensive medicationsARBMedicareolder adultsprescribing cascadesprescription sequence symmetry analysis

Identifiers

PMID41117512
PMCPMC13227844

What Socratic holds

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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 Socratic graph.