Mortality in Relation to Frailty in Patients Admitted to a Specialized Geriatric Intensive Care Unit
Open accessAbstract
BACKGROUND: In older adults admitted to intensive care units (ICUs), frailty influences prognosis. We examined the relationship between the frailty index (FI) based on deficit accumulation and early and late survival. METHODS: Older patients (≥65 years) admitted to a specialized geriatric ICU at the Liuhuaqiao Hospital, Guangzhou, China between July-December 2011 (n = 155; age 82.7±7.1 y; 87.1% men) were followed for 300 days. The FI was calculated as the proportion present of 52 health deficits. FI performance was compared with that of several prognostic scores. RESULTS: The 90-day death rate was 38.7% (n = 60; 27 died within 30 days). The FI score was correlated with the Glasgow Coma Scale, Karnofsky Scale, Palliative Performance Scale, Acute Physiology Score-APACHE II and APACHE IV (r (2) = 0.52 to 0.72, p < 0.001). Patients who died within 30 days had higher mean FI scores (0.41±0.11) than those who survived to 300 days (0.22±0.11; F = 38.91, p < 0.001). Each 1% increase in the FI from the previous level was associated with an 11% increase in the 30-day mortality risk (95% CI: 7%-15%) adjusting for age, sex, and the prognostic scores. The FI discriminated patients who died in 30 days from those who survived with moderately high accuracy (AUC = 0.89±0.03). No one with an FI score >0.46 survived past 90 days. CONCLUSION: ICU survival was strongly associated with the level of frailty at admission. An FI based on health deficit accumulation may help improve critical care outcome prediction in older adults.
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Integrity signals
Registry
Cites
Statistics
Claims the paper makes
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
The CGA is now being used more widely in clinical trials and practice.
“is now being used more widely in clinical trials and in practice (25,26)”
From Frailty as determined by a comprehensive geriatric assessment-derived deficit-accumulation index in older patients with cancer who receive chemotherapy (2016) · cites this paper as [25]
Self-check
Percentages, sums and reported differences re-computed from the paper’s own numbers.
The self-check needs the paper’s full text.
Cites
Frailty in Older Adults: Evidence for a Phenotype
Fried, L. P., Tangen, C. M., Walston, J., Newman, A. B., Hirsch, C., Gottdiener, J., Seeman, T., Tracy, R., Kop, W. J., Burke, G., et al. (2001) · The Journals of Gerontology Series A: Biological Sciences and Medical Sciences · doi:10.1093/gerona/56.3.m146 · Cited by 24,907 · see citing works
APACHE II-A Severity of Disease Classification System
Knaus, W. A., Draper, E. A., Wagner, D. P., & Zimmerman, J. E. (1986) · Critical Care Medicine · doi:10.1097/00003246-198608000-00028 · Cited by 13,379 · see citing works
Clegg, A., Young, J., Iliffe, S., Rikkert, M. O., & Rockwood, K. (2013) · The Lancet · doi:10.1016/s0140-6736(12)62167-9 · Cited by 9,503 · see citing works
Self-citationAPACHE II: a severity of disease classification system.
Knaus, W. A., Draper, E. S., Wagner, D. P., & Zimmerman, J. E. (1985) · PubMed · Cited by 6,034 · see citing works
A standard procedure for creating a frailty index
Searle, S. D., Mitnitski, A., Gahbauer, E. A., Gill, T. M., & Rockwood, K. (2008) · BMC Geriatrics · doi:10.1186/1471-2318-8-24 · Cited by 3,568 · see citing works
Self-citationAccumulation of Deficits as a Proxy Measure of Aging
Mitnitski, A. B., Mogilner, A. J., & Rockwood, K. (2001) · The Scientific World JOURNAL · doi:10.1100/tsw.2001.58 · Cited by 2,893 · cited 1× · see citing works
“It demonstrates that people are frail when they have more things wrong: on average, the more things that someone has wrong with them, the more likely they are to die (1,4,19,20).”
BackgroundSelf-citationNeedham, D. M., Davidson, J., Cohen, H., Hopkins, R. O., Weinert, C., Wunsch, H., Zawistowski, C., Bemis-Dougherty, A., Berney, S. C., Bienvenu, O. J., et al. (2012) · Critical Care Medicine · doi:10.1097/ccm.0b013e318232da75 · Cited by 2,639 · cited 2× · see citing works
“Briefly, intensive care units (ICUs) are challenged to understand which older adults are most likely to benefit (8,9,12).”
BackgroundThe impact of heterogeneity in individual frailty on the dynamics of mortality
Vaupel, J. W., Mantón, K. G., & Stallard, E. (1979) · Demography · doi:10.2307/2061224 · Cited by 2,600 · see citing works
Zimmerman, J. E., Kramer, A. A., McNair, D. S., & Malila, F. M. (2006) · Critical Care Medicine · doi:10.1097/01.ccm.0000215112.84523.f0 · Cited by 1,764 · see citing works
Karnofsky performance status revisited: reliability, validity, and guidelines.
Schag, C. C., Heinrich, R. L., & Ganz, P. A. (1984) · Journal of Clinical Oncology · doi:10.1200/jco.1984.2.3.187 · Cited by 1,521 · see citing works
A simplified acute physiology score for ICU patients
Gall, J. L., Loirat, P., Alpérovitch, A., GLASER, P., Granthil, C., Mathieu, D., MERCIER, P., THOMAS, R., & Villers, D. (1984) · Critical Care Medicine · doi:10.1097/00003246-198411000-00012 · Cited by 1,247 · see citing works
Frailty Defined by Deficit Accumulation and Geriatric Medicine Defined by Frailty
Rockwood, K. J., & Mitnitski, A. (2010) · Clinics in Geriatric Medicine · doi:10.1016/j.cger.2010.08.008 · Cited by 1,001 · see citing works
Self-citationRockwood, K. J., Song, X., & Mitnitski, A. (2011) · Canadian Medical Association Journal · doi:10.1503/cmaj.101271 · Cited by 573 · see citing works
Self-citationBagshaw, S. M., Stelfox, H. T., McDermid, R. C., Rolfson, D. B., Tsuyuki, R. T., Baig, N., Bobranska-Artiuch, B., Ibrahim, Q. I., Stollery, D. E., Rokosh, E., et al. (2013) · Canadian Medical Association Journal · doi:10.1503/cmaj.130639 · Cited by 551 · see citing works
Mitnitski, A., Song, X., Skoog, I., Broe, G., Cox, J. L., Grunfeld, E., & Rockwood, K. (2005) · Journal of the American Geriatrics Society · doi:10.1111/j.1532-5415.2005.00506.x · Cited by 547 · see citing works
Self-citationRockwood, K., Mitnitski, A., Song, X., Steen, B., & Skoog, I. (2006) · Journal of the American Geriatrics Society · doi:10.1111/j.1532-5415.2006.00738.x · Cited by 481 · see citing works
Self-citationKulminski, A. M., Ukraintseva, S. V., Kulminskaya, I. V., Arbeev, K. G., Land, K., & Yashin, A. I. (2008) · Journal of the American Geriatrics Society · doi:10.1111/j.1532-5415.2008.01656.x · Cited by 434 · see citing works
Maguet, P. L., Roquilly, A., Lasocki, S., Asehnoune, K., Carise, E., Martin, M. S., Mimoz, O., Gac, G. L., Somme, D., Cattenoz, C., et al. (2014) · Intensive Care Medicine · doi:10.1007/s00134-014-3253-4 · Cited by 298 · see citing works
Mitnitski, A. B., Song, X., & Rockwood, K. J. (2004) · The Journals of Gerontology Series A · doi:10.1093/gerona/59.6.m627 · Cited by 268 · see citing works
Self-citationBalas, M. C., Burke, W. J., Gannon, D. E., Cohen, M. Z., Colburn, L., Bevil, C. A., Franz, D. D., Olsen, K. M., Ely, E. W., & Vasilevskis, E. E. (2013) · Critical Care Medicine · doi:10.1097/ccm.0b013e3182a17064 · Cited by 246 · see citing works
Evans, S. J., Sayers, M., Mitnitski, A., & Rockwood, K. (2014) · Age and Ageing · doi:10.1093/ageing/aft156 · Cited by 219 · see citing works
Self-citationSprung, C. L., Artigas, A., Kesecioğlu, J., et al. (2011) · Critical Care Medicine · doi:10.1097/ccm.0b013e318232d6b0 · Cited by 208 · see citing works
Krishnan, M., Beck, S., Havelock, W., Eeles, E. M., Hubbard, R. E., & Johansen, A. (2013) · Age and Ageing · doi:10.1093/ageing/aft084 · Cited by 206 · see citing works
Gray, S. L., Anderson, M. L., Hubbard, R. A., LaCroix, A. Z., Crane, P. K., McCormick, W. C., Bowen, J. D., McCurry, S. M., & Larson, E. B. (2013) · The Journals of Gerontology Series A · doi:10.1093/gerona/glt013 · Cited by 191 · see citing works
Drubbel, I., de Wit, N. J., Bleijenberg, N., Eijkemans, M. J. C., Schuurmans, M. J., & Numans, M. E. (2012) · The Journals of Gerontology Series A · doi:10.1093/gerona/gls161 · Cited by 188 · see citing works
Pilotto, A., Rengo, F., Marchionni, N., Sancarlo, D., Fontana, A., Panza, F., Ferrucci, L., & on behalf of the FIRI-SIGG Study Group (2012) · PLoS ONE · doi:10.1371/journal.pone.0029090 · Cited by 184 · see citing works
Engel, H. J., Needham, D. M., Morris, P. E., & Gropper, M. A. (2013) · Critical Care Medicine · doi:10.1097/ccm.0b013e3182a240d5 · Cited by 175 · see citing works
Therapeutic Interventions for Frail Elderly Patients: Part I. Published Randomized Trials
Bibas, L., Levi, M., Bendayan, M., Mullie, L., Forman, D. E., & Afilalo, J. (2014) · Progress in Cardiovascular Diseases · doi:10.1016/j.pcad.2014.07.004 · Cited by 150 · see citing works
Glasgow Coma Scale score in the evaluation of outcome in the intensive care unit
BASTOS, P. G., Sun, X., Wagner, D. P., et al. (1993) · Critical Care Medicine · doi:10.1097/00003246-199310000-00012 · Cited by 149 · see citing works
Theou, O., Brothers, T. D., Rockwood, M. R. H., Haardt, D., Mitnitski, A., & Rockwood, K. J. (2013) · Age and Ageing · doi:10.1093/ageing/aft010 · Cited by 140 · see citing works
Self-citationValidation of the Palliative Performance Scale in the Acute Tertiary Care Hospital Setting
Olajide, O., Hanson, L. C., Usher, B. M., et al. (2007) · Journal of Palliative Medicine · doi:10.1089/jpm.2006.0125 · Cited by 117 · see citing works
Frailty and functional decline indices predict poor outcomes in hospitalised older people
Dent, E., Chapman, I., Howell, S. C., Piantadosi, C., & Visvanathan, R. (2013) · Age and Ageing · doi:10.1093/ageing/aft181 · Cited by 116 · see citing works
Bennett, S. L., Song, X., Mitnitski, A., & Rockwood, K. J. (2012) · Age and Ageing · doi:10.1093/ageing/afs180 · Cited by 106 · see citing works
Self-citationImplementing Frailty Into Clinical Practice: A Cautionary Tale
Sourial, N., Bergman, H., Karunananthan, S., Wolfson, C. M., Payette, H., Gutiérrez‐Robledo, L. M., Béland, F., Fletcher, J. D., & Guralnik, J. M. (2013) · The Journals of Gerontology Series A · doi:10.1093/gerona/glt053 · Cited by 97 · see citing works
Wang, C., Song, X., Mitnitski, A., et al. (2012) · The Journals of Gerontology Series A · doi:10.1093/gerona/gls166 · Cited by 62 · see citing works
Self-citationShi, J. C., Yang, Z., Song, X., Yu, P., Fang, X., Tang, Z., Peng, D., Mitnitski, A., & Rockwood, K. J. (2013) · The Journals of Gerontology Series A · doi:10.1093/gerona/glt143 · Cited by 55 · see citing works
Self-citationArmstrong, J. J., Mitnitski, A., Launer, L. J., White, L. R., & Rockwood, K. J. (2014) · The Journals of Gerontology Series A · doi:10.1093/gerona/glu089 · Cited by 53 · see citing works
Self-citationSleep disturbance in older ICU patients
Sterniczuk, R., Rusak, B., & Rockwood, K. J. (2014) · Clinical Interventions in Aging · doi:10.2147/cia.s59927 · Cited by 51 · see citing works
Self-citationEquipping tomorrow's doctors for the patients of today
Oakley, R., Pattinson, J., Goldberg, S. E., et al. (2014) · Age and Ageing · doi:10.1093/ageing/afu077 · Cited by 44 · see citing works
Measuring and predicting long-term outcomes in older survivors of critical illness.
Baldwin, M. R. (2015) · PubMed · Cited by 29 · see citing works
Incorporating Biomarkers of Frailty and Senescence in Cancer Therapeutic Trials
Hubbard, J. M., & Jatoi, A. (2014) · The Journals of Gerontology Series A · doi:10.1093/gerona/glu046 · Cited by 25 · see citing works
Scratching the surface: the burden of frailty in critical care
McDermid, R. C., & Bagshaw, S. M. (2014) · Intensive Care Medicine · doi:10.1007/s00134-014-3246-3 · Cited by 24 · see citing works
Goldstein, J., Travers, A., Hubbard, R. E., Moorhouse, P. A., Andrew, M. K., & Rockwood, K. J. (2014) · PubMed · doi:10.2310/8000.2013.130937 · Cited by 20 · see citing works
Self-citationMazzola, P., Bellelli, G., Perego, S., Zambon, A., Mazzone, A., Bruni, A. A., & Annoni, G. (2013) · The Journals of Gerontology Series A · doi:10.1093/gerona/glt020 · Cited by 18 · see citing works
Health inputs and cumulative health deficits among the older Chinese
Gu, D., Sautter, J. M., Huang, C., et al. (2011) · Social Science & Medicine · doi:10.1016/j.socscimed.2010.12.014 · Cited by 11 · see citing works
What limits for acute care in the elderly?
Ricou, B., & Merlani, P. G. (2008) · Current Opinion in Anaesthesiology · doi:10.1097/aco.0b013e3283007b91 · Cited by 8 · see citing works
Flagged first, then by citations
Research works printed but not linked: 1
- [11]Rockwood K Guo Z Song X The frail older adult and the intensive care unit. Chin J Geriat. 2013; 32: 3– 8.
Cited by
Sorted by citations
The impact of frailty on intensive care unit outcomes: a systematic review and meta-analysis
Muscedere, J., Waters, B., Varambally, A., Bagshaw, S. M., Boyd, J. G., Maslove, D., Sibley, S., & Rockwood, K. (2017) · Intensive Care Medicine · doi:10.1007/s00134-017-4867-0 · Cited by 827 · see citing works
Self-citationCohen, H. J., Smith, D., Sun, C., Tew, W., Mohile, S. G., Owusu, C., Klepin, H. D., Gross, C. P., Lichtman, S. M., Gajra, A., et al. (2016) · Cancer · doi:10.1002/cncr.30269 · Cited by 203 · see citing works
- Authors
- Zeng, A., Song, X., Dong, J., Mitnitski, A., Liu, J., Guo, Z., & Rockwood, K.
- Affiliations
- Guangdong University of Technology (CN)
- Dalhousie University (CA)
- General Hospital of Guangzhou Military Command (CN)
- Corresponding author
- Guo, Zhenhui
- Venue
- The Journals of Gerontology Series A: Biological Sciences and Medical Sciences
- Publisher
- Oxford University Press (OUP)
- Published
- 2015-09-22
- Volume
- 70
- Issue
- 12
- Pages
- 1586-1594
- ISSN
- 1079-5006 (ISSN-L)
- 1758-535X
- PMC
- PMC4631107
- OpenAlex
- W2180667378
- Cited by
- 96
- References
- 46
- Citations by year
- 2026: 2 · 2025: 2 · 2024: 3 · 2023: 4 · 2022: 9 · 2021: 17 · 2020: 11 · 2019: 5 · 2018: 15 · 2017: 17 · 2016: 10 · 2015: 1
- FWCI
- 7.16
- Type
- journal article
- Language
- en
- Open access
- hybrid
- doi.org
- Licence
- cc-by-nc-nd
- Locations
- The Journals of Gerontology Series A (publishedVersion, cc-by-nc-nd)
- Europe PMC (PubMed Central) (publishedVersion, cc-by-nc-nd)
- PubMed Central (publishedVersion, cc-by-nc-nd)
- PubMed (publishedVersion)
- Research Explorer (The University of Manchester) (submittedVersion)
- Funders
- National Natural Science Foundation of China (61300107, 59976016)
- Natural Science Foundation of Guangdong Province (S2012010010212)
- Canadian Institutes of Health Research (CCI92216)
- Topics
- Health Sciences › Medicine › Geriatrics and Gerontology › Frailty in Older Adults
- Health Sciences › Medicine › Epidemiology › Sepsis Diagnosis and Treatment
- Health Sciences › Medicine › Public Health, Environmental and Occupational Health › Palliative Care and End-of-Life Issues
- Keywords
- frailty, frailty index, older adults, geriatric intensive care, mortality, 30-day mortality, health deficits, prognostic score, Apache, APACHE II score, APACHE IV, survival prediction, critical care outcomes
- MeSH terms
- Aged, 80 and over, Female, Humans, Intensive Care Units, Male, Patient Admission, Prospective Studies, Geriatric Assessment, Frail Elderly, Hospital Mortality
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review