Are Statins Optimally Prescribed to Reduce Stroke Risk in Patients with Hypercholesterolaemia? A population-based Longitudinal Study Using Electronic Health Records in South London (2005-2021)
Delord, M.; Ashworth, M.; Douiri, A.
Show abstract
BackgroundWe aim to evaluate the impact of statin prescription on stroke risk in patients with hypercholesterolaemia and to assess disparities in statin prescribing. MethodsWe analysed electronic health records from patients with hypercholesterolaemia, registered in 41 general practices in south London between 2005 and 2021. The cause-specific hazard ratio of statin prescription on stroke, adjusted for patients sociodemographic characteristics and stroke risk factors (smoking ever, hypertension, and diabetes), was estimated using a time-varying exposure Cox proportional hazards model stratified by history of heart diseases. The association between statin prescription and patients sociodemographic characteristics was evaluated using a logistic regression. ResultsOf the 849,968 registered patients, 166,124 (19.5%) had records of hypercholesterolaemia. Among them, 33.5% were prescribed statins, 2.6% had a record of stroke, and 50.6% were female, 31.7%, 16.2% and 8.9% had records of hypertension, diabetes and history of heart diseases respectively. In a Cox model stratified by history of heart diseases, statin prescription was associated with a reduced hazard of stroke (cause-specific hazard ratio: 0.74; 95% confidence interval (CI): 0.68-0.80, p<0.001), with follow-up administratively censored at 79 years (n=161,527; 97.2%). Statins were less likely prescribed to female patients and patients of Black ethnicity (odds-ratio: 0.70, 95% CI: 0.68-0.72, p<0.001 and odds-ratio: 0.82, 95% CI: 0.79-0.85, p<0.001, respectively). ConclusionsStatin therapy prescription is associated with reduced stroke risk in patients with hypercholesterolaemia, yet it was under-prescribed to women and patients of Black ethnicity, highlighting avoidable disparities in preventive care.
Matching journals
The top 10 journals account for 50% of the predicted probability mass.
Similar papers in this journal
- The association between lymphocyte mitochondrial DNA abundance and Stroke: a combination of multivariable-adjusted survival and mendelian randomization analyses 94%
- LDLR Variant Classification for Improved Cardiovascular Risk Prediction in Familial Hypercholesterolemia 93%
- Family history and polygenic risk of cardiovascular disease: independent factors associated with secondary cardiovascular manifestations in patients undergoing carotid endarterectomy 92%
Similar papers in this journal
- Mendelian Randomization Study of Whole Blood Viscosity and Cardiovascular Diseases 93%
- The usefulness of D-dimer as a predictive marker for mortality in patients with COVID-19 hospitalized during the first wave in Italy 93%
- Genetic Variant rs1205 is Associated with COVID-19 Outcomes: The Strong Heart Study and Strong Heart Family Study 93%
Similar papers in this journal
- Disparities in Access to Vascular Stroke Imaging and Carotid Revascularization: A Population Study 94%
- Diet-derived antioxidants do not decrease the risk of ischemic stroke: a Mendelian Randomization Study in over 1 million participants 94%
- Predictors of survival in patients with ischemic stroke and active cancer: A prospective, multicenter, observational study 94%
Similar papers in this journal
- Long-term risk of Stroke after Acute Coronary Syndrome. The ABC-10* Study on Heart Disease. 95%
- Obesity, hypertension and tobacco use associated with left ventricular remodelling and hypertrophy in South African Women: Birth to Twenty Plus Cohort 92%
- Pre-existing cardiovascular disease rather than cardiovascular risk factors drives mortality in COVID-19 92%
"Similar papers" are the closest papers from that journal in the model's embedding space. They show what the match is built on, but the ranking comes mostly from a classifier over the whole training set, not from these examples alone.