A Renal Safety Checkpoint for Early High Intensity Statin Therapy in Critically Ill Patients With Acute Coronary Syndrome: A Multidatabase Target Trial Emulation
Huang, K.; Zheng, X.; Liu, J.; Wu, C.; Sun, H.
Show abstract
Background: High intensity statins are foundational after acute coronary syndrome (ACS), yet intensive care unit prescribing occurs while renal reserve, perfusion, and interacting therapies are changing. We tested a renal safety checkpoint integrating kidney status, hemodynamic instability, and drug interaction burden to identify when statin intensity may become nonexchangeable. Methods: We emulated an active-comparator target trial across MIMIC-IV, eICU, and MIMIC-III. Critically ill adults with ACS, acute myocardial infarction, or percutaneous coronary intervention who received high- or moderate-intensity statins within 24 hours were included. The primary outcome was 7-day KDIGO stage 2 or 3 acute kidney injury or incident renal replacement therapy. Eligibility, time zero, treatment assignment, and follow-up were aligned. Database-specific propensity scores, overlap weighting, and standardization addressed confounding and treatment overlap. Safety domains, longitudinal analyses, bootstrap resampling, source omission, and endpoint sensitivities assessed robustness. Results: Among 5,178 patients, 761 developed the primary outcome, including 223 who initiated renal replacement therapy. Standardized risks were 17.40% with high-intensity therapy and 15.01% with moderate-intensity therapy (risk difference, 2.39 percentage points [95% confidence interval (CI), -0.23 to 5.05]; risk ratio, 1.16 [95% CI, 0.99 to 1.39]). Risk separation was greatest with high hemodynamic instability (5.78 percentage points [95% CI, 1.56 to 9.74]) and high drug-interaction burden (6.24 percentage points [95% CI, -0.44 to 12.19]). Renal replacement therapy showed a 1.33-point risk difference (95% CI, 0.18 to 2.67). Conclusions: This study moves statin safety assessment beyond fixed dose label or isolated creatinine measurement. The findings support a clinically actionable monitoring strategy in which early statin intensity is reassessed against evolving perfusion, kidney status, and interaction burden. This approach preserves intensive lipid lowering for physiologically suitable patients while identifying a high risk window in which temporary moderation.
Matching journals
The top 9 journals account for 50% of the predicted probability mass.
Similar papers in this journal
- High-sensitivity cardiac troponin on presentation to rule out myocardial infarction: a stepped-wedge cluster randomised controlled trial 92%
- Genetic variants related to antihypertensive targets inform drug efficacy and side effects 92%
- Effects of catheter-based renal denervation in hypertension: a systematic review and meta-analysis 90%
Similar papers in this journal
- Benzodiazepine Initiation Effect on Mortality Among Medicare Beneficiaries Post Acute Ischemic Stroke 91%
- Bias amplification of unobserved confounding in pharmacoepidemiological studies using indication-based sampling: there is no free lunch in restricting the sample to those with a particular drug-indication 90%
- Using quantitative bias analysis to adjust for misclassification of COVID-19 outcomes: An applied example of inhaled corticosteroids and COVID-19 outcomes 89%
Similar papers in this journal
- Comparative Effectiveness of Second-line Antihyperglycemic Agents for Cardiovascular Outcomes: A Large-scale, Multinational, Federated Analysis of the LEGEND-T2DM Study 94%
- Lipid-Modulating Agents for Prevention or Treatment of COVID-19 in Randomized Trials 91%
- Antithrombotic Therapy in COVID-19: Systematic Summary of Ongoing or Completed Randomized Trials 91%
Similar papers in this journal
- Effect of common maintenance drugs on the risk and severity of COVID-19 in elderly patients 92%
- Development and Validation of the Michigan Chronic Disease Simulation Model (MICROSIM) 91%
- The effect of coronary revascularization treatment timing on mortality in patients with stable ischemic heart disease in British Columbia 91%
Similar papers in this journal
- OpenSAFELY: impact of national guidance on switching from warfarin to direct oral anticoagulants (DOACs) in early phase of COVID-19 pandemic in England 90%
- Comparison of troponin and natriuretic peptides in takotsubo syndrome and acute coronary syndrome: a meta-analysis 90%
- The Impact of COVID-19 Pandemic on Cardiology Services 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.