Changes in Cognition, Depressive Symptoms and Functional Limitation Before and After Incident Chronic Kidney Disease: A Three-Cohort Longitudinal Study

Background: Chronic kidney disease (CKD) is linked to cognitive, psychological and functional decline, yet few studies track these domains together around the first detection of incident disease. We examined three longitudinal outcomes while preserving observed CKD onset and ordinary study time for participants who remained free of CKD. Methods: We analysed harmonised longitudinal survey and biomarker data from CHARLS (China, 2011–2018), HRS (United States, 2006–2016) and SHARE (Europe and Israel, 2015–2022) among adults aged 50 years or older. The main comparison included 75,044 participants (2480 with incident CKD and 72,564 free of CKD). Global cognition, depressive symptoms and functional limitation were three prespecified co-primary outcome domains, not a composite. Missing baseline covariates were imputed separately by cohort with multiple imputation by chained equations (MICE; m = 20, 20 iterations). Random-intercept restricted maximum likelihood (REML) mixed models (Model 1 and Model 2) were fitted in each completed data set and combined with Rubin’s rules. Model 2 adjusted for seven baseline chronic disease indicators, body mass index, smoking and alcohol use. For each outcome, inference focused on the change in the annual outcome trajectory associated with incident CKD occurrence (the trajectory change estimate), with Benjamini–Hochberg correction across the three Model 2 tests. Results: Rubin-pooled Model 2 trajectory change estimates were global cognition, −0.019 (−0.031 to −0.007) (BH q = 0.003); depressive symptoms, 0.018 (0.005 to 0.032) (BH q = 0.008); functional limitation, 0.075 (0.063 to 0.087) (BH q < 0.001), in standardised outcome units per year. An exploratory joint study-time module identified three trajectory classes and compared class membership by CKD status. Lagged Cox models used CKD status at the interval start for four non-frailty, visit-detected proxy endpoints. Conclusions: Incident CKD was associated with directionally and quantitatively distinct longitudinal changes in cognition, depressive symptoms and functional limitation. These results are adjusted associations, not instantaneous causal effects. Joint trajectory classes and lagged event models were exploratory; frailty index and stacked three-domain GEE analyses were supplementary.

Authors

Institutions

Publication Details

Journal
Healthcare
Published
2026-09-29
DOI
https://doi.org/10.3390/healthcare14193215
Primary Topic
Dialysis and Renal Disease Management
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
article

Changes in Cognition, Depressive Symptoms and Functional Limitation Before and After Incident Chronic Kidney Disease: A Three-Cohort Longitudinal Study

Weicheng Huang, Zhengzhong Shen, Qun Xiao, Gang Peng
Healthcare
Dialysis and Renal Disease Management
article

Changes in Cognition, Depressive Symptoms and Functional Limitation Before and After Incident Chronic Kidney Disease: A Three-Cohort Longitudinal Study

Weicheng Huang, Zhengzhong Shen, Qun Xiao, Gang Peng
article en

Abstract

Background: Chronic kidney disease (CKD) is linked to cognitive, psychological and functional decline, yet few studies track these domains together around the first detection of incident disease. We examined three longitudinal outcomes while preserving observed CKD onset and ordinary study time for participants who remained free of CKD. Methods: We analysed harmonised longitudinal survey and biomarker data from CHARLS (China, 2011–2018), HRS (United States, 2006–2016) and SHARE (Europe and Israel, 2015–2022) among adults aged 50 years or older. The main comparison included 75,044 participants (2480 with incident CKD and 72,564 free of CKD). Global cognition, depressive symptoms and functional limitation were three prespecified co-primary outcome domains, not a composite. Missing baseline covariates were imputed separately by cohort with multiple imputation by chained equations (MICE; m = 20, 20 iterations). Random-intercept restricted maximum likelihood (REML) mixed models (Model 1 and Model 2) were fitted in each completed data set and combined with Rubin’s rules. Model 2 adjusted for seven baseline chronic disease indicators, body mass index, smoking and alcohol use. For each outcome, inference focused on the change in the annual outcome trajectory associated with incident CKD occurrence (the trajectory change estimate), with Benjamini–Hochberg correction across the three Model 2 tests. Results: Rubin-pooled Model 2 trajectory change estimates were global cognition, −0.019 (−0.031 to −0.007) (BH q = 0.003); depressive symptoms, 0.018 (0.005 to 0.032) (BH q = 0.008); functional limitation, 0.075 (0.063 to 0.087) (BH q < 0.001), in standardised outcome units per year. An exploratory joint study-time module identified three trajectory classes and compared class membership by CKD status. Lagged Cox models used CKD status at the interval start for four non-frailty, visit-detected proxy endpoints. Conclusions: Incident CKD was associated with directionally and quantitatively distinct longitudinal changes in cognition, depressive symptoms and functional limitation. These results are adjusted associations, not instantaneous causal effects. Joint trajectory classes and lagged event models were exploratory; frailty index and stacked three-domain GEE analyses were supplementary.

HealthcareVol. 14(19)
Central South University (CN), Xiangya Hospital Central South University (CN)
Good health and well-being
Openalex Percentile: Top 12%
Dialysis and Renal Disease Management
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.