Abstract
Cognitive frailty (CF), defined as the coexistence of physical frailty and cognitive impairment, may be reversible under certain conditions. Identifying factors associated with CF in patients undergoing maintenance hemodialysis (MHD) is important for early recognition and risk stratification. This cross-sectional study examined the association between physical performance and CF in 282 Chinese MHD patients aged ≥ 45 years. CF was assessed using standardized cognitive and frailty assessment tools, and physical performance was evaluated using handgrip strength (HGS), gait speed (GS), the Five Times Sit-to-Stand Test (STS5), and the Timed Up and Go Test (TUGT). Logistic regression and receiver operating characteristic (ROC) curve analyses were performed. CF was identified in 44 participants (15.6%). Higher HGS (OR = 0.898, 95% CI: 0.835–0.965, P = 0.003) and faster GS (OR = 0.012, 95% CI: 0.001–0.253, P = 0.004) were independently associated with lower odds of CF, whereas longer STS5 completion time was associated with higher odds of CF (OR = 1.222, 95% CI: 1.096–1.363, P < 0.001). TUGT was not significantly associated with CF (OR = 1.125, 95% CI: 0.996–1.271, P = 0.057). All four physical performance indicators demonstrated high discriminatory performance for CF, with AUC values ranging from 0.921 to 0.931. In conclusion, three commonly used physical performance measures (HGS, GS, and STS5) were significantly associated with the presence of CF in Chinese MHD patients. These readily obtainable indicators may be useful for screening CF in clinical settings, supporting the role of physical performance assessment in this high-risk population.
Data availability
The datasets generated during and/or analyzed during the current study are available from the corresponding author on reasonable request.
References
GBD Chronic Kidney Disease Collaboration. Global, regional, and National burden of chronic kidney disease, 1990–2017: A systematic analysis for the global burden of disease study 2017. Lancet Lond. Engl. 395, 709–733 (2020).
Couser, W. G., Remuzzi, G., Mendis, S. & Tonelli, M. The contribution of chronic kidney disease to the global burden of major noncommunicable diseases. Kidney Int. 80, 1258–1270 (2011).
Yang, C. et al. Estimation of prevalence of kidney disease treated with dialysis in China: A study of insurance claims data. Am. J. Kidney Dis. Off J. Natl. Kidney Found. 77, 889–897e1 (2021).
Berger, I. et al. Cognition in chronic kidney disease: A systematic review and meta-analysis. BMC Med. 14, 206 (2016).
Vahedi, A. et al. Cognitive impairment in people with physical frailty using the phenotype model: A systematic review and meta analysis. Int J. Geriatr. Psychiatry 37, (2022).
Kelaiditi, E. et al. Cognitive frailty: rational and definition from an (I.a.N.a./I.a.G.G.) international consensus group. J. Nutr. Health Aging. 17, 726–734 (2013).
Cheng, M., Liu, Q., Gan, H., Liu, H. & He, M. Prevalence and risk factors of cognitive frailty in patients undergoing maintenance hemodialysis: A systematic review and meta-analysis. Semin Dial. 37, 363–372 (2024).
Ma, Y. et al. Cognitive frailty and falls in Chinese elderly people: A population-based longitudinal study. Eur. J. Neurol. 28, 381–388 (2021).
Zhang, X. M., Wu, X. J., Cao, J., Jiao, J. & Chen, W. Association between cognitive frailty and adverse outcomes among older adults: A meta-analysis. J. Nutr. Health Aging. 26, 817–825 (2022).
Tsujishita, S., Nagamatsu, M. & Sanada, K. Overlap of physical, cognitive, and social frailty affects Ikigai in community-dwelling Japanese older adults. Healthc. Basel Switz. 10, 2216 (2022).
Peel, N. M., Alapatt, L. J., Jones, L. V. & Hubbard, R. E. The association between gait speed and cognitive status in community-dwelling older people: A systematic review and meta-analysis. J. Gerontol. Biol. Sci. Med. Sci. 74, 943–948 (2019).
Collyer, T. A. et al. Association of dual decline in cognition and gait speed with risk of dementia in older adults. JAMA Netw. Open. 5, e2214647 (2022).
Chao, C. T. & Lin, S. H. Uremic toxins and frailty in patients with chronic kidney disease: A molecular insight. Int. J. Mol. Sci. 22, 6270 (2021).
Wagner, C. A. et al. Translational research on cognitive impairment in chronic kidney disease. Nephrol Dial Transplant. 40, 621–631 (2025).
Tsai, C. C. et al. Sarcopenia in chronic kidney disease: A narrative review from pathophysiology to therapeutic approaches. Biomedicines 13, 352 (2025).
Cooper, R., Kuh, D., Hardy, R., Mortality Review & Group FALCon and halcyon study Teams. Objectively measured physical capability levels and mortality: systematic review and meta-analysis. BMJ 341, c4467 (2010).
Liu, Y. et al. Relationship between physical performance and mild cognitive impairment in Chinese community-dwelling older adults. Clin. Interv Aging. 16, 119–127 (2021).
Vanden Wyngaert, K. et al. Composite uremic load and physical performance in hemodialysis patients: A cross-sectional study. Toxins 12, 135 (2020).
Siew, E. D. & Ikizler, T. A. Insulin resistance and protein energy metabolism in patients with advanced chronic kidney disease. Semin Dial. 23, 378–382 (2010).
Whitson, H. E. et al. Physical resilience in older adults: systematic review and development of an emerging construct. J. Gerontol. Biol. Sci. Med. Sci. 71, 489–495 (2016).
Hwang, H. F., Suprawesta, L., Chen, S. J., Yu, W. Y. & Lin, M. R. Predictors of incident reversible and potentially reversible cognitive frailty among Taiwanese older adults. BMC Geriatr. 23, 24 (2023).
Kojima, S. et al. Relationships between frailty and exercise capacity in patients undergoing hemodialysis: A cross-sectional study. Geriatr. Gerontol. Int. 23, 795–802 (2023).
Chen, G. et al. Comparison of the prevalence and associated factors of cognitive frailty between elderly and middle-young patients receiving maintenance Hemodialysis. Int. Urol. Nephrol. 54, 2703–2711 (2022).
Trombim, I. C., de Góes, C. R. & Vogt, B. P. Assessment of muscle strength and physical performance in patients on maintenance hemodialysis: before or after the dialysis session? Nutr. Burbank Los Angel Cty. Calif. 138, 112833 (2025).
Chen, K. L. et al. Validation of the Chinese version of Montreal cognitive assessment basic for screening mild cognitive impairment. J. Am. Geriatr. Soc. 64, e285–e290 (2016).
Fried, L. P. et al. Frailty in older adults: evidence for a phenotype. J. Gerontol. Biol. Sci. Med. Sci. 56, M146–156 (2001).
Searle, S. D., Mitnitski, A., Gahbauer, E. A., Gill, T. M. & Rockwood, K. A standard procedure for creating a frailty index. BMC Geriatr. 8, 24 (2008).
Turner, G., Clegg, A. & British Geriatrics Society, Age, U. K. Royal college of general Practioners. Best practice guidelines for the management of frailty: A British geriatrics society, age UK and Royal college of general practitioners report. Age Ageing. 43, 744–747 (2014).
Orme, J. G., Reis, J. & Herz, E. J. Factorial and discriminant validity of the center for epidemiological studies depression (CES-D) scale. J. Clin. Psychol. 42, 28–33 (1986).
van Loon, I. N. et al. Frailty screening tools for elderly patients incident to Dialysis. Clin. J. Am. Soc. Nephrol. CJASN. 12, 1480–1488 (2017).
Hughes, C. P., Berg, L., Danziger, W. L., Coben, L. A. & Martin, R. L. A new clinical scale for the staging of dementia. Br. J. Psychiatry J. Ment Sci. 140, 566–572 (1982).
Kim, J. C., Do, J. Y. & Kang, S. H. Clinical significance of volume status in body composition and physical performance measurements in Hemodialysis patients. Front. Nutr. 9, 754329 (2022).
Bohannon, R. W. & Wang, Y. C. Four-meter gait speed: normative values and reliability determined for adults participating in the NIH toolbox study. Arch. Phys. Med. Rehabil. 100, 509–513 (2019).
Muñoz-Bermejo, L. et al. Test-retest reliability of five times sit to stand test (FTSST) in adults: A systematic review and meta-analysis. Biology 10, 510 (2021).
Beauchet, O. et al. Timed up and go test and risk of falls in older adults: A systematic review. J. Nutr. Health Aging. 15, 933–938 (2011).
Fried, T. R. et al. Health outcomes associated with polypharmacy in community-dwelling older adults: A systematic review. J. Am. Geriatr. Soc. 62, 2261–2272 (2014).
Tremblay, M. S. et al. Sedentary behavior research network (SBRN) - terminology consensus project process and outcome. Int. J. Behav. Nutr. Phys. Act. 14, 75 (2017).
Pocklington, C., Gilbody, S., Manea, L. & McMillan, D. The diagnostic accuracy of brief versions of the geriatric depression scale: A systematic review and meta-analysis. Int. J. Geriatr. Psychiatry. 31, 837–857 (2016).
Ida, S., Kaneko, R. & Murata, K. SARC-F for screening of sarcopenia among older adults: A meta-analysis of screening test accuracy. J. Am. Med. Dir. Assoc. 19, 685–689 (2018).
Chou, M. Y. et al. Role of gait speed and grip strength in predicting 10-year cognitive decline among community-dwelling older people. BMC Geriatr. 19, 186 (2019).
Annweiler, C. et al. The five-times-sit-to-stand test, a marker of global cognitive functioning among community-dwelling older women. J. Nutr. Health Aging. 15, 271–276 (2011).
Cruz-Jentoft, A. J. et al. Sarcopenia: revised European consensus on definition and diagnosis. Age Ageing. 48, 601 (2019).
Ershler, W. B. & Keller, E. T. Age-associated increased interleukin-6 gene expression, late-life diseases, and frailty. Annu. Rev. Med. 51, 245–270 (2000).
Yang, Y. et al. A systematic review and meta-analysis of the prevalence and correlation of mild cognitive impairment in sarcopenia. J. Cachexia Sarcopenia Muscle. 14, 45–56 (2023).
Olczyk, P., Kusztal, M., Gołębiowski, T., Letachowicz, K. & Krajewska, M. Cognitive impairment in end stage renal disease patients undergoing hemodialysis: markers and risk factors. Int. J. Environ. Res. Public. Health. 19, 2389 (2022).
Panza, F. et al. Different cognitive frailty models and health- and cognitive-related outcomes in older age: from epidemiology to prevention. J. Alzheimers Dis. JAD. 62, 993–1012 (2018).
Bobot, M. et al. Blood-brain barrier permeability in CKD: link with inflammation and cognitive and mood impairment in rats. Behav. Brain Res. 493, 115693 (2025).
Chagas, Y. W. & Vaz de Castro, P. A. S. Simões-e-Silva, A. C. Neuroinflammation in kidney disease and Dialysis. Behav. Brain Res. 483, 115465 (2025).
O’Lone, E. et al. Cognition in people with end-stage kidney disease treated with hemodialysis: A systematic review and meta-analysis. Am. J. Kidney Dis. Off J. Natl. Kidney Found. 67, 925–935 (2016).
Cobo, G., Lindholm, B. & Stenvinkel, P. Chronic inflammation in end-stage renal disease and Dialysis. Nephrol. Dial Transpl. Off Publ Eur. Dial Transpl. Assoc. - Eur. Ren. Assoc. 33, iii35–iii40 (2018).
Yang, S. et al. Infection and chronic disease activate a systemic brain-muscle signaling axis. Sci. Immunol. 9, eadm7908 (2024).
Liu, J. et al. Incidence and risk factors of cognitive dysfunction in Hemodialysis patients: A systematic review and meta-analysis. Semin Dial. 36, 358–365 (2023).
McIntyre, C. W. Update on hemodialysis-induced multiorgan ischemia: brains and beyond. J. Am. Soc. Nephrol. JASN. 35, 653–664 (2024).
Reitz, C. & Luchsinger, J. A. Relation of blood pressure to cognitive impairment and dementia. Curr. Hypertens. Rev. 3, 166–176 (2007).
Kanbay, M. et al. An update review of intradialytic hypotension: Concept, risk factors, clinical implications and management. Clin. Kidney J. 13, 981–993 (2020).
Jiang, Y. V., Sisk, C. A. & Toh, Y. N. Implicit guidance of attention in contextual cueing: neuropsychological and developmental evidence. Neurosci. Biobehav Rev. 105, 115–125 (2019).
Divandari, N., Bird, M. L., Vakili, M. & Jaberzadeh, S. The association between dynamic balance and executive function: which dynamic balance test has the strongest association with executive function? A systematic review and meta-analysis. Curr. Neurol. Neurosci. Rep. 24, 151–161 (2024).
Blajovan, M. D. et al. The role of inflammatory sarcopenia in increasing fall risk in older adults: exploring the impact on mobility-impaired and immunocompromised patients. Geriatr. Basel Switz. 10, 52 (2025).
Acknowledgements
We sincerely thank the patients undergoing MHD whose participation made this study possible. We are also grateful to the research and clinical experts for their valuable guidance and insights throughout the study. Special thanks go to the frontline healthcare professionals for their dedicated support during data collection and implementation. Finally, we appreciate the contributions of the statistician, whose expertise in data analysis was essential to the accuracy and reliability of the study findings.
Funding
This research was supported by Health Commission of Sichuan Province (grant number: 21PJ173) and Sichuan Nursing Vocational College (grant number: 2025ZRY44).
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Z.Y. and Z.S. contributed to the conceptualization and formal analysis. Z.Z. was responsible for data curation and contributed to visualization. W.Q. and Z.Y. acquired funding and participated in project administration. Z.Z., X.X., and X.C. conducted the investigation. Z.Y. developed the methodology and drafted the original manuscript. W.Q. and Z.S. provided supervision. Z.S. and Z.Y. reviewed and edited the manuscript. All authors have read and approved the final version of the manuscript.
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Yi, Z., Qing, W., Zou, Z. et al. Association between physical performance and cognitive frailty in middle-aged and older adults undergoing maintenance hemodialysis: a cross-sectional study. Sci Rep (2026). https://doi.org/10.1038/s41598-026-38413-x
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DOI: https://doi.org/10.1038/s41598-026-38413-x