Prevalence and Latent Profiles of Cognitive Impairment in Patients with Heart Failure: A Secondary Data Analysis

Background/Objectives: Cognitive impairment can weaken self-management competency in heart failure (HF) patients. This study estimated domain-specific cognitive impairment prevalence using actuarial criteria and identified latent cognitive profiles among Korean HF outpatients. Methods: Using a previously collected cross-sectional dataset of 106 HF outpatients, cognitive function was assessed with the Seoul Neuropsychological Screening Battery-II. Actuarial criteria determined domain-specific impairment, and latent profile analysis (LPA) derived cognitive profiles based on domain composite z-scores. Results: Any cognitive impairment (≥1 impaired domain) was present in 32.1% (95% confidence interval [CI], 24.0–41.5%), most frequently affecting executive function (17.9%) and memory (15.1%). LPA identified three exploratory profiles: relatively preserved (30.2%), memory-vulnerable (45.3%), and globally vulnerable (24.5%). In exploratory models, anxiety symptoms were associated with higher odds of memory-vulnerable profile membership (odds ratio [OR] = 2.81, 95% CI, 1.03–7.64) and overall vulnerability in a Firth penalized analysis (OR = 3.39, 95% CI, 1.46–8.11), whereas depressive symptoms showed no significant association. No associations remained statistically significant after false discovery rate correction. Conclusions: Cognitive vulnerability in HF outpatients is phenotypically heterogeneous and showed a possible, unconfirmed association with anxiety symptoms that did not remain statistically significant after correction for multiple comparisons. Outpatient HF care planning may benefit from considering both domain-specific deficits and latent cognitive profile patterns; however, these exploratory findings require validation in larger cohorts.

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Publication Details

Journal
Journal of Clinical Medicine
Published
2026-07-28
DOI
https://doi.org/10.3390/jcm15155888
Primary Topic
Heart Failure Treatment and Management
Type
article
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article

Prevalence and Latent Profiles of Cognitive Impairment in Patients with Heart Failure: A Secondary Data Analysis

Sun Hyoung Bae, Jinsun Park, Joonhan Shin
Journal of Clinical Medicine
Heart Failure Treatment and Management
article

Prevalence and Latent Profiles of Cognitive Impairment in Patients with Heart Failure: A Secondary Data Analysis

Sun Hyoung Bae, Jinsun Park, Joonhan Shin
article en

Abstract

Background/Objectives: Cognitive impairment can weaken self-management competency in heart failure (HF) patients. This study estimated domain-specific cognitive impairment prevalence using actuarial criteria and identified latent cognitive profiles among Korean HF outpatients. Methods: Using a previously collected cross-sectional dataset of 106 HF outpatients, cognitive function was assessed with the Seoul Neuropsychological Screening Battery-II. Actuarial criteria determined domain-specific impairment, and latent profile analysis (LPA) derived cognitive profiles based on domain composite z-scores. Results: Any cognitive impairment (≥1 impaired domain) was present in 32.1% (95% confidence interval [CI], 24.0–41.5%), most frequently affecting executive function (17.9%) and memory (15.1%). LPA identified three exploratory profiles: relatively preserved (30.2%), memory-vulnerable (45.3%), and globally vulnerable (24.5%). In exploratory models, anxiety symptoms were associated with higher odds of memory-vulnerable profile membership (odds ratio [OR] = 2.81, 95% CI, 1.03–7.64) and overall vulnerability in a Firth penalized analysis (OR = 3.39, 95% CI, 1.46–8.11), whereas depressive symptoms showed no significant association. No associations remained statistically significant after false discovery rate correction. Conclusions: Cognitive vulnerability in HF outpatients is phenotypically heterogeneous and showed a possible, unconfirmed association with anxiety symptoms that did not remain statistically significant after correction for multiple comparisons. Outpatient HF care planning may benefit from considering both domain-specific deficits and latent cognitive profile patterns; however, these exploratory findings require validation in larger cohorts.

Journal of Clinical MedicineVol. 15(15)
Ajou University (KR)
Reduced inequalities
Openalex Percentile: Top 8%
Heart Failure Treatment and Management
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