Submitted:
03 July 2026
Posted:
06 July 2026
You are already at the latest version
Abstract
Keywords:
1. Introduction
2. Methods
2.1. Study Design and Participants
2.2. Statistical Analysis
3. Results
| Odds Ratio | 95% CI | P value | |
|---|---|---|---|
| Age | 1.02 | 0.98 – 1.06 | 0.337 |
| Female sex | 0.37 | 0.20 – 0.71 | 0.003 |
| TMIG-IC total score | 0.87 | 0.78 – 0.96 | 0.005 |
| Vitality index | 0.84 | 0.72 – 0.99 | 0.035 |
| GDS-15 score | 1.01 | 0.94 – 1.08 | 0.891 |
4. Discussion
5. Conclusion
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Acknowledgments
Conflicts of Interest
References
- Pereira A, L.V.; Vaz, A.; Paul, C.; Santiago, L.; Rosendo, I. Comprehensive geriatric assessment in primary healthcare: a scoping review protocol. BMJ Open 2025, 15, e091095. [Google Scholar] [CrossRef] [PubMed]
- Safitri, E.D.; Ranakusuma, R.W.; Siagian, N.K.P.; Marsigit, J.; Saldi, S.R.F.; Widyaningsih, W.; Istanti, R.; Azwar, M.K.; Siregar, R.A.; Harimurti, K.; Setiati, S. The effectiveness of comprehensive geriatric assessment intervention for older people in outpatient setting: a systematic review/ meta-analysis. BMC Geriatr. 2025, 25, 418. [Google Scholar] [CrossRef]
- Sanchini, V.; Sala, R.; Gastmans, C. The concept of vulnerability in aged care: a systematic review of augument-based ethics literature. BMC Med. Ethics. 2022, 23, 84. [Google Scholar] [CrossRef] [PubMed]
- Li, Y.; Seo, H.; Cho, Y.; Fan, X.; Xu, L.; Seo, J.; Song, R. Association of frailty and mortality risk in community-dwelling older adults: A systematic review and meta-analysis of 59 international prospective cohort studies. BMC Public Health 2026, 26, 489. [Google Scholar] [CrossRef] [PubMed]
- Clegg, A.; Young, J.; Iliffe, S.; Rikkert, M.O.; Rockwood, K. Frailty in elderly people. Lancet 2013, 381, 752. [Google Scholar] [CrossRef] [PubMed]
- Kojima, G.; Iliffe, S.; Taniguchi, Y.; Shimada, H.; Rakugi, H.; Walters, K. Prevalence of frailty in Japan: A systematic review and meta-analysis. J. Epidemiol. 2017, 27, 347. [Google Scholar] [CrossRef] [PubMed]
- Tamura, M.K.; Covinsky, K.E.; Chertow, G.M.; Yaffe, K.; Landefeld, C.S.; McCulloch, C.E. Functional status of elderly adults before and after initiation of dialysis. N. Engl. J. Med. 2009, 361, 1539. [Google Scholar] [CrossRef] [PubMed]
- Jiméneza, M.D.A.; Garcíab, M.N.; Reinab, E.S.; Álvarez-Ude, F. Disability in instrumental activities of daily living in hemodialysis patients: Influence on quality of life related to health. Nefrologia 2019, 39, 531. [Google Scholar] [CrossRef] [PubMed]
- Nagy, E.; Tharwat, S.; Elsayed, A.M.; Shabaka, S.A.E.; Nassar, M.K. Anxiety and depression in maintenance hemodialysis patients: prevalence and their effects on health-related quality of life. Int. Urol. Nephrol. 2023, 55, 2905. [Google Scholar] [CrossRef] [PubMed]
- Veronese, N.; Custodero, C.; Demurtas, J.; Smith, L.; Barbagallo, M.; Maggi, S.; Cella, A.; Vanacore, N.; Aprile, P.L.; Ferrucci, L.; Pilotto, A. Comprehensive geriatric assessment in older people: an umbrella review of health outcomes. Age Aging 2022, 51, 1. [Google Scholar] [CrossRef] [PubMed]
- Avelino-Silva, T.J.; Farfel, J.M.; Curiati, J.A.; Amaral, J.R.; Campora, F.; Jacob-Filho, W. Comprehensive geriatric assessment predicts mortality and adverse outcomes in hospitalized older adults. BMC Geriatr. 2014, 14, 129. [Google Scholar] [CrossRef] [PubMed]
- Winter, A.; Schulz, S.M.; Schmitter, M.; Muller-Richter, U.; Kubler, A.; Kasper, S.; Hartmann, S. Comprehensive geriatric assessment and quality of life aspects in patients with recurrent/ metastatic head and neck squamous cell carcinoma (HNSCC). J. Clin. Med. 2023, 12, 5738. [Google Scholar] [CrossRef] [PubMed]
- Ina, K.; Tenma, M.; Makino, S.; Yonemochi, T.; Nagasaka, M.; Kabeya, M.; Morishita, Y.; Fuwa, D.; Nanbu, T.; Takahashi, A.; Ito, K.; Ohta, Y. Oral frailty is commonly observed and associated with cognitive function and decreased muscle strength in patients on maintenance hemodialysis: A retrospective observational study. Kidney Dial. 2025, 5, 51. [Google Scholar] [CrossRef]
- Toba, K. The guideline for comprehensive geriatric assessment. Nihon Ronen Igakkai Zasshi 2005, 42, 177. (in Japanese). [Google Scholar] [CrossRef] [PubMed]
- Kanda, Y. Investigation of the freely available easy-to-use software “EZR” for medical statistics. Bone Marrow Transpl. 2013, 48, 452. [Google Scholar] [CrossRef] [PubMed]
- Ferrucci, L.; Fabbi, E. Inflammageing: Chronic inflammation in aging, cardiovascular disease, and frailty. Nat. Rev. Cardiol. 2018, 15, 505. [Google Scholar] [CrossRef] [PubMed]
- Ahadi, S.; Zhou, W.; Schussler-Fiorenza Rose, S.M.; Sailani, M.R.; Contrepois, K.; Avina, M.; Ashland, M.; Brunet, A.; Snyder, M. Personal aging markers and ageotypes revealed by deep longitudinal profiling. Nat. Med. 2020, 26, 83. [Google Scholar] [CrossRef] [PubMed]
- Yonemochi, T.; Ina, K.; Ina, H.; Morizane, A.; Kabeya, M.; Nagasaka, M.; Sakaguchi, A.; Taniguchi, A.; Nishiyama, S.; Ohta, Y. In-hospital rehabilitation performed during hospitalization for frailty management might improve quality of life in patients receiving maintenance dialysis: A retrospective observational study. Cureus 2026, 18, e109144. [Google Scholar] [CrossRef] [PubMed]
- Kucukkurt, E.A.; Sonuvar, E.T.; Yapar, D.; Avcı, Y.D.; Tanriverdi, I.; Behzad, A.; Soysal, P. Predicting mortality in older adults using comprehensive geriatric assessment: A comparative study of traditional statistics and machine learning approaches. Diagnostics 2025, 15, 2491. [Google Scholar] [CrossRef] [PubMed]
- Fuertes, J.N.; Friedman, O.B.; Moore, M.T.; Rubinstein, S. CKD patients’ emotional well-being: an examination of their psychological stressors and support factors. Kidney Dial. 2025, 5, 26. [Google Scholar] [CrossRef]
| MHD (n = 328) | Non-dialysis (n = 105) | P value | |
|---|---|---|---|
| Age, years | 80 (65 - 97) | 82 (65 - 100) | 0.028 |
| Length of hospital stay, days | 38 (1 - 546) | 38 (3 – 343) | 0.867 |
| Admission to nursing home, n | 14 | 28 | < 0.001 |
| Discharge by death, n | 40 | 8 | 0.216 |
| MHD (n = 283) | Non-dialysis (n = 77) | ||
| Male sex, n (%) | 171 (60.4) | 32 (41.6) | 0.004 |
| Death within a year after discharge, n | 85 | 15 | 0.085 |
| Mortality rate within a year, % | 30.0 | 19.5 | |
| TMIG-IC | |||
| Total score | 4 (0 -13) | 7 (0 – 13) | 0.005 |
| IADL score | 1 (0 – 5) | 2 (0 – 5) | 0.011 |
| Intellectual activity score | 2 (0 – 4) | 2.5 (0 – 4) | 0.01 |
| Social role score | 1 (0 – 4) | 2 (0 – 4) | 0.01 |
| HDS-R score | 22 (0 – 30) | 24 (9 – 30) | 0.016 |
| Vitality index | 9 (0 – 11) | 10 (5 – 14) | < 0.001 |
| GDS-15 score | 7 (0 – 15) | 5 (0 – 15) | 0.004 |
| Survivors (n = 198) | Non-survivors (n = 85) | P value | |
|---|---|---|---|
| Age, years | 79.0 (65 – 95) | 82.0 (65 – 97) | 0.07 |
| Male sex, n (%) | 106 (53.5) | 65 (76.5) | < 0.001 |
| BMI, kg/m2 | 20.2 (14.0 – 28.8) | 20.0 (14.7 – 24.4) | 0.668 |
| Length of hospital stay, days | 38.0 (1 – 546) | 33.0 (1 – 223) | 0.985 |
| TMIG-IC | |||
| Total score | 5.0 (0 – 13) | 2.0 (0 – 11) | < 0.001 |
| IADL score | 1.5 (0 – 5) | 0 (0 -5) | < 0.001 |
| Intellectual activity score | 2.0 (0 – 4) | 1.0 (0 – 4) | < 0.001 |
| Social role score | 1.0 (0 - 4) | 1.0 (0 – 4) | < 0.001 |
| HDS-R score | 23.5 (0 – 30) | 17.0 (0 – 27) | < 0.001 |
| Vitality index | 9.0 (0 – 11) | 8.0 (0 – 10) | < 0.001 |
| GDS-15 score | 7.0 (0 -15) | 8.0 (0 – 15) | 0.047 |
Disclaimer/Publisher’s Note: The statements, opinions and data contained in all publications are solely those of the individual author(s) and contributor(s) and not of MDPI and/or the editor(s). MDPI and/or the editor(s) disclaim responsibility for any injury to people or property resulting from any ideas, methods, instructions or products referred to in the content. |
© 2026 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (http://creativecommons.org/licenses/by/4.0/).