# Pharmacogenetic Associations with Statin Regimen Modification, Intolerance, and Adverse Outcomes in Coronary Artery Disease Patients

**Authors:** Rania Abdel-latif, Shaban Mohammed, Mohamad Saad, Khalid Kunji, Wadha Al-Muftah, Ayman El-Menyar, Jassim Al Suwaidi

PMC · DOI: 10.3390/ph19030514 · Pharmaceuticals · 2026-03-21

## TL;DR

This study examines how genetic factors influence statin use and side effects in heart disease patients, finding that clinical factors are more important than genetic ones in adjusting statin regimens.

## Contribution

The study evaluates the real-world impact of cumulative pharmacogenetic burden on statin regimen changes and adverse outcomes.

## Key findings

- PGx burden was not statistically significantly associated with statin intolerance or adverse outcomes.
- Higher PGx burden showed a directional tendency toward dose de-escalation and lower likelihood of escalation.
- Clinical factors, like statin intensity and myopathy, were the main drivers of regimen modification.

## Abstract

Background: Statins are central to primary and secondary prevention of atherosclerotic cardiovascular disease but are often underutilized due to myopathy and intolerance. While individual pharmacogenetic (PGx) variants, particularly in SLCO1B1, are linked to statin-associated muscle symptoms, the real-world impact of both clinical and cumulative PGx burden on regimen modification and adverse outcomes remains unclear. We aimed to evaluate the existing uncertainty regarding whether combined PGx scores can effectively guide statin dose titration and regimen modification, thereby filling a key clinical gap. Methods: A retrospective cohort study of 911 statin-treated patients with coronary artery disease was conducted from the Qatar Cardiovascular Biorepository with available whole-genome sequencing data. Variants in SLCO1B1, ABCG2, and CYP2C9 were combined into a functional PGx burden score, and their associations with statin regimen modification, intolerance, myopathy, liver injury, adherence, and composite adverse events were evaluated. The composite adverse events were defined as the occurrence of any statin-related adverse event, including statin-associated myopathy, liver injury, or poor medication adherence, during the follow-up period. Patients were classified as having experienced the composite outcome if at least one of these events occurred. Results: Over 12 months following statin initiation, 10.2% of patients underwent dose escalation, 11.4% de-escalation, and 78.4% remained on the same regimen. PGx burden is not statistically significantly associated with statin intolerance (OR 1.14; 95% CI: 0.73–1.76), composite adverse outcome (OR 1.08; 95% CI 0.82–1.42), or time to regimen change (HR 1.02; 95% CI 0.77–1.35). However, higher PGx burden showed a directional tendency toward dose de-escalation (RRR 1.18, 95% CI 0.76–1.84) and lower likelihood of escalation (RRR 0.93, 95% CI 0.56–1.54). Conclusions: Clinical factors, particularly statin intensity and myopathy, were the primary determinants of regimen modification. The PGx burden contributes to vulnerability to statin-related adverse effects in a context-dependent manner but does not independently drive statin regimen modification in routine clinical practice. Prospective studies are warranted to assess the clinical utility of PGx-guided workflows in statin therapy.

## Linked entities

- **Genes:** SLCO1B1 (solute carrier organic anion transporter family member 1B1) [NCBI Gene 10599], ABCG2 (ATP binding cassette subfamily G member 2 (JR blood group)) [NCBI Gene 9429], CYP2C9 (cytochrome P450 family 2 subfamily C member 9) [NCBI Gene 1559]
- **Chemicals:** statin (PubChem CID 54454)
- **Diseases:** coronary artery disease (MONDO:0005010), myopathy (MONDO:0005336)

## Full-text entities

- **Genes:** ABCG2 (ATP binding cassette subfamily G member 2 (JR blood group)) [NCBI Gene 9429] {aka ABC15, ABCP, BCRP, BMDP, CD338, CDw338}, SLCO1B1 (solute carrier organic anion transporter family member 1B1) [NCBI Gene 10599] {aka HBLRR, LST-1, OATP-C, OATP1B1, OATP2, OATPC}, CYP2C9 (cytochrome P450 family 2 subfamily C member 9) [NCBI Gene 1559] {aka CPC9, CYP2C, CYP2C10, CYPIIC9, P450-2C9, P450IIC9}
- **Diseases:** muscle symptoms (MESH:D009135), liver injury (MESH:D017093), Coronary Artery Disease (MESH:D003324), atherosclerotic cardiovascular disease (MESH:D050197)
- **Chemicals:** PGx (MESH:D011464)
- **Species:** Homo sapiens (human, species) [taxon 9606]

## Full text

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## Figures

6 figures with captions in the complete paper: https://tomesphere.com/paper/PMC13028775/full.md

## References

43 references — full list in the complete paper: https://tomesphere.com/paper/PMC13028775/full.md

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Source: https://tomesphere.com/paper/PMC13028775