TY - JOUR
T1 - Predicting high excess risk of hyponatraemia among thiazide users
AU - Andersson, Niklas Worm
AU - Jakobsen, Kim Daniel
AU - Hviid, Anders
AU - Feenstra, Bjarke
AU - Melbye, Mads
AU - Wohlfahrt, Jan
AU - Lund, Marie
N1 - © The Author(s) 2025. Published by Oxford University Press on behalf of the European Society of Cardiology. All rights reserved. For commercial re-use, please contact [email protected] for reprints and translation rights for reprints. All other permissions can be obtained through our RightsLink service via the Permissions link on the article page on our site—for further information please contact [email protected].
PY - 2026/5/15
Y1 - 2026/5/15
N2 - AIMS: Hyponatraemia is a potential serious adverse drug reaction to treatment with thiazide diuretics. This study aimed to determine whether individuals at high risk of developing thiazide-induced hyponatraemia can be identified before treatment initiation.METHODS AND RESULTS: A population-based cohort study was conducted in Denmark among individuals aged ≥40 years from 2014 to 2020. Moderate-to-severe hyponatraemia (plasma sodium <130 mmol/L) within 120 days of treatment was compared in new users of thiazide or non-thiazide antihypertensive drugs. Using the causal forest method, models to predict individual-level risk of thiazide-induced hyponatraemia were trained in a development cohort (n = 185 699; 2014-18) and validated in a separate cohort (n = 75 030; 2019-20). Individual-level excess risk could be parsimoniously described by a four-covariate model that included information on age and baseline plasma sodium, haemoglobin, and C-reactive protein levels with good calibration and concordance-for-benefit [0.66; 95% confidence interval (CI), 0.66-0.67] in the validation cohort. The average 120 day excess risk of hyponatraemia among thiazide-treated patients was 1.8% (95% CI, 1.3-2.2%), with individual-level heterogeneity ranging from -1.6% to 15.9%. For the 10% of thiazide-treated with the highest excess risk of hyponatraemia, the average excess risk was 7.4% (95% CI, 4.4-10.5%). Reassigning this high-risk group to non-thiazide drugs would reduce the excess risk within the thiazide-treated population by 0.7% (95% CI, 0.4-1.0%), corresponding to a 42% relative reduction.CONCLUSION: The population-level burden of thiazide-induced hyponatraemia can potentially be markedly reduced by identifying and prescribing alternative antihypertensive drugs to high-risk patient groups using a simple set of baseline information.
AB - AIMS: Hyponatraemia is a potential serious adverse drug reaction to treatment with thiazide diuretics. This study aimed to determine whether individuals at high risk of developing thiazide-induced hyponatraemia can be identified before treatment initiation.METHODS AND RESULTS: A population-based cohort study was conducted in Denmark among individuals aged ≥40 years from 2014 to 2020. Moderate-to-severe hyponatraemia (plasma sodium <130 mmol/L) within 120 days of treatment was compared in new users of thiazide or non-thiazide antihypertensive drugs. Using the causal forest method, models to predict individual-level risk of thiazide-induced hyponatraemia were trained in a development cohort (n = 185 699; 2014-18) and validated in a separate cohort (n = 75 030; 2019-20). Individual-level excess risk could be parsimoniously described by a four-covariate model that included information on age and baseline plasma sodium, haemoglobin, and C-reactive protein levels with good calibration and concordance-for-benefit [0.66; 95% confidence interval (CI), 0.66-0.67] in the validation cohort. The average 120 day excess risk of hyponatraemia among thiazide-treated patients was 1.8% (95% CI, 1.3-2.2%), with individual-level heterogeneity ranging from -1.6% to 15.9%. For the 10% of thiazide-treated with the highest excess risk of hyponatraemia, the average excess risk was 7.4% (95% CI, 4.4-10.5%). Reassigning this high-risk group to non-thiazide drugs would reduce the excess risk within the thiazide-treated population by 0.7% (95% CI, 0.4-1.0%), corresponding to a 42% relative reduction.CONCLUSION: The population-level burden of thiazide-induced hyponatraemia can potentially be markedly reduced by identifying and prescribing alternative antihypertensive drugs to high-risk patient groups using a simple set of baseline information.
KW - Causal forest machine learning
KW - Heterogenous treatment effects
KW - Nationwide cohort study
KW - Thiazide-induced hyponatraemia
UR - https://www.scopus.com/pages/publications/105038803249
U2 - 10.1093/eurjpc/zwaf474
DO - 10.1093/eurjpc/zwaf474
M3 - Journal article
C2 - 40735958
SN - 2047-4873
VL - 33
SP - 1196
EP - 1207
JO - European Journal of Preventive Cardiology
JF - European Journal of Preventive Cardiology
IS - 7 Focus Issue on Hypertension
ER -