@article{8e0c7adfde3a41059d602dc1e8cf28c1,
title = "Predicting the risk of hyperkalemia in patients with chronic kidney disease starting lisinopril",
abstract = "Purpose: Angiotensin-converting enzyme (ACE) inhibitors are recommended for patients with chronic kidney disease (CKD) because they slow disease progression. But physicians' concerns about the risk of hyperkalemia (elevated serum potassium level), a potentially fatal adverse effect, may limit optimal management with ACE-inhibitors.We synthesized known predictors of hyperkalemia into a prognostic risk score to predict the risk of hyperkalemia. Methods: We assembled a retrospective cohort of adult patients with possible CKD (at least one estimated glomerular filtration rate (eGFR) value less than 60 ml/min/1.73m2) who started an ACE-inhibitor (i.e., incident users) between 1998 and 2006 at a health maintenance organization. We followed patients for hyperkalemia: (1) potassium value >5.5 mmol/L; or (2) diagnosis code for hyperkalemia. Cox regression synthesized a priori predictors recorded in the electronic medical record into a risk score. Results: We followed 5171 patients and 145 experienced hyperkalemia, a 90-day risk of 2.8\%. Predictors included: age, eGFR, diabetes, heart failure, potassium supplements, potassium-sparing diuretics, and a high dose for the ACE-inhibitor (lisinopril). The risk score separated high-risk patients (top quintile, observed risk of 6.9\%) from low-risk patients (bottom quintile, observed risk of 0.7\%). Predicted and observed risks agreed within 1\% for each quintile. The risk increased gradually in relation to declining eGFR with no apparent threshold for contraindicating ACE-inhibitors. Conclusions: The risk score separated high-risk patients (who may need more intensive laboratory monitoring) from low-risk patients. The risk score should be validated in other populations before it is ready for use in clinical practice.",
keywords = "ACE-inhibitors, Adverse effects, Chronic kidney disease, Cohort study, Hyperkalemia, Risk score",
author = "Johnson, \{Eric S.\} and Weinstein, \{Jessica R.\} and Thorp, \{Micah L.\} and Platt, \{Robert W.\} and Petrik, \{Amanda F.\} and Xiuhai Yang and Sharon Anderson and Smith, \{David H.\}",
year = "2010",
month = mar,
day = "1",
doi = "10.1002/pds.1923",
language = "English (US)",
volume = "19",
pages = "266--272",
journal = "Pharmacoepidemiology and Drug Safety",
issn = "1053-8569",
publisher = "John Wiley and Sons Ltd",
number = "3",
}