ArticleBMC geriatrics2022
Prevalence and associated factors of cognitive frailty in older patients with chronic kidney disease: a cross-sectional study.
Article in BMC geriatrics, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 22 papers, 4 of them syntheses that pooled it.
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Who cites it
22 citing papers in PubMed, 4 syntheses or guidelines pooled it, 34 citations in OpenAlex.
- Cognitive frailty risk prediction models in patients with chronic kidney disease in China: a systematic review and meta-analysis.BMC nephrology · 2026Pooled it
- Risk prediction models for cognitive impairment in patients with chronic kidney disease: a systematic review.Frontiers in public health · 2026Pooled it
- Prevalence and influencing factors of cognitive frailty in Chinese maintenance hemodialysis patients: a systematic review and meta-analysis.BMC nephrology · 2025Pooled it
- Prevalence and related factors of cognitive frailty in diabetic patients in China: a systematic review and meta-analysis.Frontiers in public health · 2023Pooled it
- Cognitive frailty and adverse outcomes in older people with maintenance hemodialysis: a multicenter prospective cohort study.BMC geriatrics · 2026Article
- Randomized Controlled Trial of Individualized Intervention for Frailty Reversal in Older Patients With Nondialysis CKD.Kidney international reports · 2026Article
- Global landscape of kidney health across Indigenous populations.Nature reviews. Nephrology · 2026Review
- Construction and validation of a predictive model for reversible cognitive frailty in elderly people in nursing homes.BMC geriatrics · 2026Article
- Chronic Kidney disease and cognitive frailty in aging: molecular crosstalk and clinical implications.Frontiers in aging neuroscience · 2026Review
- Frailty Syndrome and Cardiovascular Diseases in Older People.Healthcare (Basel, Switzerland) · 2025Article
- Associated Factors of Cognitive Frailty in People Living with HIV Aged 50 and Older: A Cross-Sectional Study.Infectious diseases and therapy · 2025Article
- Geriatric cognitive frailty and short-term prognosis following hip fracture surgery.BMC geriatrics · 2025Observational
- Cognitive Frailty and Its Risk Factors Among Patients With Chronic Kidney Disease Receiving Hemodialysis: A Cross-Sectional Study.Nursing & health sciences · 2025Article
- Frailty predicts adverse clinical outcomes in patients with moderate to severe chronic kidney disease.Aging · 2025Article
- Explainable machine learning models for identifying mild cognitive impairment in older patients with chronic pain.BMC nursing · 2025Article
- Association between depression symptoms and cognitive frailty in chronic kidney disease patients: a cross-sectional study.Frontiers in psychiatry · 2025Article
- Frail hypertensive older adults with prediabetes and chronic kidney disease: insights on organ damage and cognitive performance - preliminary results from the CARYATID study.Cardiovascular diabetology · 2024Article
- Construction of frailty and risk prediction models in maintenance hemodialysis patients: a cross-sectional study.Frontiers in medicine · 2024Article
- Biomarkers of chronic kidney disease in older individuals: navigating complexity in diagnosis.Frontiers in medicine · 2024Review
- Relationships between serum Klotho concentrations and cognitive performance among older chronic kidney disease patients with albuminuria in NHANES 2011-2014.Frontiers in endocrinology · 2023Article
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Authors and funding
8 authors at 1 institution in 1 country.
Funding
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Abstract
backgroundChronic kidney disease (CKD) is prevalent in older adults. In the aging CKD population, cognitive frailty is more common, but its prevalence and associated risk factors need to be further investigated.
methodsThis is a cross-sectional study that enrolled patients aged ≥ 60 years with a diagnosis of CKD from January 2018 to February 2021. Patients were assessed for frailty and cognition with the FRAIL and the Mini-Mental State Examination (MMSE) scales and were divided into the cognitive frailty and non-cognitive frailty groups. Risk factors for cognitive frailty were identified by univariate and multivariate logistic regression analyses. A prediction model for cognitive frailty was built and a nomogram was plotted. The performance of the nomogram was evaluated by using a concordance index (C-index) and calibration plots.
resultsA total of 1015 older patients with CKD were enrolled, among whom 607 (59.8%) were males and 408 (40.2%) were females, with an age ranging from 60 to 98 years, and an cognitive frailty prevalence of 15.2%. The prevalence of cognitive frailty varied among the CKD stages 1-5, with rates of 4.7%, 7.5%, 13.8%, 18.5%, and 21.4%, respectively. Multivariate logistic regression analysis showed that age (OR = 1.11, 95%CI 1.08-1.14, p < 0.001), depression (OR = 2.52, 95%CI 1.54-4.11, p < 0.001), low social support (OR = 2.08, 95%CI 1.28-3.39, p = 0.003), Charlson comorbidity index (CCI) (OR = 1.92, 95%CI 1.70-2.18, p < 0.001), eGFR (OR = 0.98, 95%CI 0.96-0.99, p < 0.001) and albuminuria (OR = 5.93, 95%CI 3.28-10.74, p < 0.001) were independent risk factors affecting the association with cognitive frailty in older patients with CKD. A nomogram for assessing cognitive frailty was established and well-calibrated with a C-index of 0.91 (95%CI 0.89-0.94).
conclusionsThe prevalence of cognitive frailty was higher in older patients having CKD. Advanced age, comorbidity, depression, low social support, eGFR and albuminuria were independent risk factors for CKD accompanied with cognitive frailty.
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