Calcium channel blocker-induced prescribing cascades: Signal detection using high-throughput sequence symmetry analysis
Abstract Body (Do not enter title and authors here): Background: Dihydropyridine calcium channel blockers (DHCCBs) are effective first-line therapy for hypertension but can cause adverse effects (AEs) leading to the prescription of a new drug, i.e., a ‘prescribing cascade.’ Aim: To identify potential DHCCB-induced prescribing cascades using high throughput sequence symmetry analysis (HTSSA). Methods: Using claims from 5% (2011-15) and 15% (2016-20) samples of Medicare fee-for-service beneficiaries, we identified new DHCCB users aged >66 y with continuous enrollment >360 days pre- and >180 days post-CCB initiation. We screened for the initiation of 446 other ‘marker’ drug classes (based on WHO Anatomical Therapeutic Classification level 4 codes) within +90 days of DHCCB initiation. Adjusted sequence ratios (aSRs), representing proportions of DHCCB initiators starting the marker class after vs. those starting before DHCCB were calculated, with 95% CIs >1 considered significant; for significant signals, the number needed to harm (NNTH) was also calculated. Independent clinical reviewers classified signals as potential prescribing cascades or not based on biological plausibility. Results: We identified 388,862 DHCCB initiators (mean + SD age 77 + 7.5 years; 62% female and 92% with hypertension). Of the 446 marker classes assessed, we identified 82 signals that warranted further exploration (aSR > 1). After clinical review, 29 (35.36%) signals were classified as potential prescribing cascades (Figure 1). The top 3 potential prescribing cascades ranked by aSR were other systemic hemostatics (aSR 2.99 [1.10-8.16]), other nasal preparations (aSR 1.99 [1.47-2.70]), and drugs used in erectile dysfunction (aSR 1.85 [1.27-2.70]). Other clinically relevant signals included electrolyte solutions (NNTH 216, aSR 1.35), osmotically acting laxatives (NNTH 710, aSR 1.13), and sulfonamides (NNTH 104, aSR 1.50). Conclusion: HTSSA is a novel approach to identify DHCCB-induced potential prescribing cascades. Using this method, we identified known and underrecognized AEs of CCBs in this nationally-representative Medicare cohort. More research is needed to evaluate clinical outcomes attributed to these prescribing cascades.
Kulkarni, Priyanka
( University of Florida
, Gainesville
, Florida
, United States
)
Molk, Matthew
( University of Florida
, Gainesville
, Florida
, United States
)
Wright, Shannon
( University of Florida
, Gainesville
, Florida
, United States
)
Calvet, Marianna
( University of Florida
, Gainesville
, Florida
, United States
)
Pepine, Carl
( University of Florida
, Gainesville
, Florida
, United States
)
Schmidt, Stephan
( University of Florida
, Gainesville
, Florida
, United States
)
Vouri, Scott
( University of Florida
, Gainesville
, Florida
, United States
)
Morris, Earl
( University of Florida
, Gainesville
, Florida
, United States
)
Smith, Steven
( UNIVERSITY OF FLORIDA
, Gainesville
, Florida
, United States
)
Ndai, Asinamai
( University of Florida
, Gainesville
, Florida
, United States
)
Smith, Kayla
( University of Florida
, Gainesville
, Florida
, United States
)
Keshwani, Shailina
( University of Florida
, Gainesville
, Florida
, United States
)
Choi, Jaeyoung
( University of Florida
, Gainesville
, Florida
, United States
)
Luvera, Michael
( University of Florida
, Gainesville
, Florida
, United States
)
Hunter, Julia
( University of Florida
, Gainesville
, Florida
, United States
)
Galvan, Rebecca
( University of Florida
, Gainesville
, Florida
, United States
)
Beachy, Tanner
( University of Florida
, Gainesville
, Florida
, United States
)
Author Disclosures:
Priyanka Kulkarni:DO NOT have relevant financial relationships
| Matthew Molk:DO NOT have relevant financial relationships
| Shannon Wright:No Answer
| Marianna Calvet:No Answer
| Carl Pepine:DO have relevant financial relationships
;
Research Funding (PI or named investigator):Amgen:Active (exists now)
; Research Funding (PI or named investigator):NIH on Alcohol Abuse & Aging:Active (exists now)
; Research Funding (PI or named investigator):NIH on Aging:Active (exists now)
; Research Funding (PI or named investigator):National Institutes of Health:Active (exists now)
; Research Funding (PI or named investigator):GE Healthcare:Active (exists now)
; Researcher:University of Florida:Active (exists now)
; Research Funding (PI or named investigator):Dept of Defense:Active (exists now)
; Research Funding (PI or named investigator):Brigham & Womens Hospital:Active (exists now)
| Stephan Schmidt:DO NOT have relevant financial relationships
| Scott Vouri:No Answer
| Earl Morris:DO NOT have relevant financial relationships
| Steven Smith:DO NOT have relevant financial relationships
| Asinamai Ndai:No Answer
| Kayla Smith:DO NOT have relevant financial relationships
| Shailina Keshwani:DO NOT have relevant financial relationships
| Jaeyoung Choi:DO NOT have relevant financial relationships
| Michael Luvera:DO NOT have relevant financial relationships
| Julia Hunter:No Answer
| Rebecca Galvan:No Answer
| Tanner Beachy:DO NOT have relevant financial relationships