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Published in: Drugs - Real World Outcomes 4/2016

Open Access 01-12-2016 | Original Research Article

Patterns of Drug Use and Serum Sodium Concentrations in Older Hospitalized Patients: A Latent Class Analysis Approach

Authors: Richard J. Woodman, Karen M. Wood, Aline Kunnel, Maneesha Dedigama, Matthew A. Pegoli, Roy L. Soiza, Arduino A. Mangoni

Published in: Drugs - Real World Outcomes | Issue 4/2016

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Abstract

Background

Several drugs may lower serum sodium concentrations (NaC) in older patients. However, distinguishing their individual effects is particularly difficult in this population because of the high prevalence of polypharmacy and disease states that are per se associated with hyponatremia.

Objectives

Our objective was to identify specific patterns of medication use in older hospitalized patients and determine whether these patterns were associated with serum NaC.

Methods

We collected clinical and demographic data, pre-admission drugs, Drug Burden Index (DBI) score, and average NaC during hospitalization in a consecutive series of older medical patients (n = 101, mean ± standard deviation [SD] age 87 ± 6 years). We used latent class analysis (LCA) to identify specific patterns of drug use and multivariate regression to determine the associations between 14 separate drug classes, identified patterns of drug use, and NaC.

Results

LCA revealed three patterns: lower overall drug use (class 1), anticoagulant use and higher drug use (class 2), and antiplatelet use (class 3). Mean (±SD) DBI score in each class was 2.7 ± 1.3, 3.3 ± 1.6, and 2.4 ± 1.5, respectively (p = 0.04). Mean (± SD) NaC in classes 1, 2, and 3 were 140.6 ± 6.8, 138.7 ± 5.3, and 136.5 ± 4.7 mmol/l, respectively (p = 0.006). After adjustment for age, sex, Charlson Comorbidity Index score, estimated glomerular filtration rate (eGFR), DBI score, and digoxin use, mean NaC in class 2 and class 3 was significantly lower than in class 1 (−3.9 mmol/l; 95% confidence interval [CI] −7.1 to −0.8, p = 0.01 and −5.2 mmol/l; 95% CI −7.9 to −2.5, p < 0.001, respectively). Mean serum NaC was not significantly associated with any of the 14 individually assessed drug classes. In addition to latent class, increasing age and higher eGFR were also independently associated with lower serum NaC (p = 0.002 and p = 0.03, respectively).

Conclusion

LCA enabled us to identify patterns of drug use associated with lower serum NaC in older inpatients. Our results suggest that older patients using antiplatelets or anticoagulants are especially at risk of lower serum NaC.
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Metadata
Title
Patterns of Drug Use and Serum Sodium Concentrations in Older Hospitalized Patients: A Latent Class Analysis Approach
Authors
Richard J. Woodman
Karen M. Wood
Aline Kunnel
Maneesha Dedigama
Matthew A. Pegoli
Roy L. Soiza
Arduino A. Mangoni
Publication date
01-12-2016
Publisher
Springer International Publishing
Published in
Drugs - Real World Outcomes / Issue 4/2016
Print ISSN: 2199-1154
Electronic ISSN: 2198-9788
DOI
https://doi.org/10.1007/s40801-016-0094-1

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