Effect of RAS Inhibitors in Acute Ischemic Stroke to Improve Outcomes: A Cross Sectional and Longitudinal Analysis.
samuel, S.; Craver, K.; Miller, C.; Pelsue, B.; Gonzalez, C.; Allison, T. A.; Gulbis, B.; Choi, H. A.; Kim, S.
Show abstract
BackgroundAcute ischemic stroke (AIS) is a major health challenge, often resulting in long-term disability and death. This study assesses the impact of renin-angiotensin system (RAS) inhibitors (angiotensin-converting enzyme inhibitors and angiotensin receptor blockers) on AIS patient mortality compared to non-RAS antihypertensive medications. MethodsThis retrospective cohort study, conducted at Memorial Hermann-Texas Medical Center in Houston, Texas, from August 31, 2017, to August 31, 2022, examined AIS patient mortality. We used a cohort design, evaluating the effects of RAS inhibitors, either alone or in combination with beta-blockers (BBs), while exploring interactions, including those related to end-stage renal disease (ESRD) and serum creatinine levels. Eligible subjects included AIS patients aged 18 or older with specific AIS subtypes who received in-patient antihypertensive treatment. Missing data were addressed using imputation, followed by Inverse Probability of Treatment Weighting (IPTW) to achieve covariate balance. Our primary outcome was mortality rates. Statistical analyses involved cross-sectional and longitudinal approaches, including generalized linear models, G-computation, and discrete time survival analysis over a 20-day follow-up period. ResultsIn our study of 3058 AIS patients, those using RAS inhibitors had significantly lower in-hospital mortality (2.2%) compared to non-users (12.1%), resulting in a relative risk (RR) of 0.18 (95% CI 0.12-0.26). Further analysis using G-computation revealed a marked reduction in mortality risk associated with RAS inhibitors (Risk 0.0281 vs. 0.0913, Risk Difference (RD) of 6.31% or 0.0631, 95% CI 0.046-0.079). Subgroup analysis demonstrated notable benefits, with individuals having creatinine levels below and above 1.3 mg/dL exhibiting statistically significant RD (RD -0.0510 vs. -0.0895), and a significant difference in paired comparison (-0.0385 or 3.85%, CI 0.023-0.054). Additionally, longitudinal analysis confirmed a consistent daily reduction of 0.93% in mortality risk associated with the intake of RAS inhibitors. ConclusionRAS inhibitors are associated with a significant reduction in in-hospital mortality in AIS patients, suggesting potential clinical benefits in improving patient outcomes.
Matching journals
The top 7 journals account for 50% of the predicted probability mass.
Similar papers in this journal
- Leveraging Machine Learning for Enhanced and Interpretable Risk Prediction of Venous Thromboembolism in Acute Ischemic Stroke Care 95%
- Effect of common maintenance drugs on the risk and severity of COVID-19 in elderly patients 95%
- Association between kidney measurements and cognitive performance in patients with ischemic stroke 95%
Similar papers in this journal
- Metformin Is Associated with Favorable Outcomes in Patients with COVID-19 and Type 2 Diabetes Mellitus 94%
- AKI Risk Score (AKI-RiSc): Developing an Interpretable Clinical Score for Early Identification of Acute Kidney Injury for Patients Presenting to the Emergency Department 94%
- Can machine learning improve risk prediction of incident hypertension? An internal method comparison and external validation of the Framingham risk model using HUNT Study data 94%
Similar papers in this journal
- Medication adherence and hospitalizations in older patients with coronary heart disease in Vietnam 92%
- A comprehensive assessment of statin discontinuation among patients who concurrently initiate statins and CYP3A4-inhibitor drugs; a multistate transition model 92%
- Medication Clusters at Hospital Discharge and Risk of Adverse Drug Events at 30-days Post-Discharge: A Population-based Cohort Study of Older Adults 91%
Similar papers in this journal
- Glucagon-like peptide-1 receptor agonists modestly reduced blood pressure among patients with and without diabetes mellitus: A meta-analysis and meta-regression 93%
- Covid-19 fatality prediction in people with diabetes and prediabetes using a simple score at hospital admission 92%
- Heterogeneity of Treatment Effects Across Nine Glucose-Lowering Drug Classes in Type 2 Diabetes: Extension of the LEGEND-T2DM Network Study 91%
Similar papers in this journal
- Oral Lisinopril Raises Tissue Levels of ACE2, the SARS-CoV-2 Receptor, in Healthy Male and Female Mice 92%
- Alpha-1 blockers and susceptibility to COVID-19 in benign prostate hyperplasia patients : an international cohort study 91%
- Kidney function and long-term treatment with lithium salts for bipolar disorder Determinants of mGFR and accuracy of kidney microcysts detection in the diagnosis of CKD 90%
"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.