» Articles » PMID: 22235089

Prognostic Indices for Older Adults: a Systematic Review

Overview
Journal JAMA
Specialty General Medicine
Date 2012 Jan 12
PMID 22235089
Citations 302
Authors
Affiliations
Soon will be listed here.
Abstract

Context: To better target services to those who may benefit, many guidelines recommend incorporating life expectancy into clinical decisions.

Objective: To assess the quality and limitations of prognostic indices for mortality in older adults through systematic review.

Data Sources: We searched MEDLINE, EMBASE, Cochrane, and Google Scholar from their inception through November 2011.

Study Selection: We included indices if they were validated and predicted absolute risk of mortality in patients whose average age was 60 years or older. We excluded indices that estimated intensive care unit, disease-specific, or in-hospital mortality.

Data Extraction: For each prognostic index, we extracted data on clinical setting, potential for bias, generalizability, and accuracy.

Results: We reviewed 21,593 titles to identify 16 indices that predict risk of mortality from 6 months to 5 years for older adults in a variety of clinical settings: the community (6 indices), nursing home (2 indices), and hospital (8 indices). At least 1 measure of transportability (the index is accurate in more than 1 population) was tested for all but 3 indices. By our measures, no study was free from potential bias. Although 13 indices had C statistics of 0.70 or greater, none of the indices had C statistics of 0.90 or greater. Only 2 indices were independently validated by investigators who were not involved in the index's development.

Conclusion: We identified several indices for predicting overall mortality in different patient groups; future studies need to independently test their accuracy in heterogeneous populations and their ability to improve clinical outcomes before their widespread use can be recommended.

Citing Articles

Leveraging patients' longitudinal data to improve the Hospital One-year Mortality Risk.

Laribi H, Raymond N, Taseen R, Poenaru D, Vallieres M Health Inf Sci Syst. 2025; 13(1):23.

PMID: 40051409 PMC: 11880507. DOI: 10.1007/s13755-024-00332-4.


Development and internal validation of a new life expectancy estimator for multimorbid older adults.

Gastens V, Chiolero A, Feller M, Bauer D, Rodondi N, Del Giovane C Diagn Progn Res. 2025; 9(1):5.

PMID: 40033449 PMC: 11877760. DOI: 10.1186/s41512-025-00185-9.


Prediction models for the complication incidence and survival rate of dental implants-a systematic review and critical appraisal.

Zhu Y, Du M, Li P, Lu H, Li A, Xu S Int J Implant Dent. 2025; 11(1):5.

PMID: 39847174 PMC: 11757661. DOI: 10.1186/s40729-025-00590-1.


External Validation of the Walter Index for Posthospitalization Mortality Prediction in Older Adults.

Avelino-Silva T, Lee S, Covinsky K, Walter L, Deardorff W, Boscardin J JAMA Netw Open. 2025; 8(1):e2455475.

PMID: 39841475 PMC: 11755200. DOI: 10.1001/jamanetworkopen.2024.55475.


A Prospective Monocentric Study of Invasive Breast Carcinoma Diagnosed at 80 Years and Older: Survival Outcomes and Peculiar Challenges.

Gambini D, Veronesi V, Despini L, Ferrero S, Rossi C, Garrone O Cancers (Basel). 2025; 16(24.

PMID: 39766042 PMC: 11674549. DOI: 10.3390/cancers16244142.


References
1.
C Carey E, Walter L, Lindquist K, Covinsky K . Development and validation of a functional morbidity index to predict mortality in community-dwelling elders. J Gen Intern Med. 2004; 19(10):1027-33. PMC: 1492580. DOI: 10.1111/j.1525-1497.2004.40016.x. View

2.
Van Zee K, Manasseh D, Bevilacqua J, Boolbol S, Fey J, Tan L . A nomogram for predicting the likelihood of additional nodal metastases in breast cancer patients with a positive sentinel node biopsy. Ann Surg Oncol. 2003; 10(10):1140-51. DOI: 10.1245/aso.2003.03.015. View

3.
Geiger A, Thwin S, Lash T, Buist D, Prout M, Wei F . Recurrences and second primary breast cancers in older women with initial early-stage disease. Cancer. 2007; 109(5):966-74. DOI: 10.1002/cncr.22472. View

4.
Beckett N, Peters R, Fletcher A, Staessen J, Liu L, Dumitrascu D . Treatment of hypertension in patients 80 years of age or older. N Engl J Med. 2008; 358(18):1887-98. DOI: 10.1056/NEJMoa0801369. View

5.
Buchholz T . Radiation therapy for early-stage breast cancer after breast-conserving surgery. N Engl J Med. 2009; 360(1):63-70. DOI: 10.1056/NEJMct0803525. View