Validation of prognostic indices for short term mortality in an incident dialysis population of older adults >75

Bjorg Thorsteinsdottir, La Tonya J. Hickson, Rachel Giblon, Atieh Pajouhi, Natalie Connell, Megan Branda, Amrit K. Vasdev, Rozalina G. McCoy, Ladan Zand, Navdeep Tangri, Nilay D. Shah

Research output: Contribution to journalArticlepeer-review

Abstract

Rational and objective Prognosis provides critical knowledge for shared decision making between patients and clinicians. While several prognostic indices for mortality in dialysis patients have been developed, their performance among elderly patients initiating dialysis is unknown, despite great need for reliable prognostication in that context. To assess the performance of 6 previously validated prognostic indices to predict 3 and/or 6 months mortality in a cohort of elderly incident dialysis patients. Study design Validation study of prognostic indices using retrospective cohort data. Indices were compared using the concordance (“c”)-statistic, i.e. area under the receiver operating characteristic curve (ROC). Calibration, sensitivity, specificity, positive and negative predictive values were also calculated. Setting & participants Incident elderly (age =75 years; n = 349) dialysis patients at a tertiary referral center. Established predictors Variables for six validated prognostic indices for short term (3 and 6 month) mortality prediction (Foley, NCI, REIN, updated REIN, Thamer, and Wick) were extracted from the electronic medical record. The indices were individually applied as per each index specifications to predict 3- and/or 6-month mortality. Results In our cohort of 349 patients, mean age was 81.5±4.4 years, 66% were male, and median survival was 351 days. The c-statistic for the risk prediction indices ranged from 0.57 to 0.73. Wick ROC 0.73 (0.68, 0.78) and Foley 0.67 (0.61, 0.73) indices performed best. The Foley index was weakly calibrated with poor overall model fit (p <0.01) and overestimated mortality risk, while the Wick index was relatively well-calibrated but underestimated mortality risk. Limitations Small sample size, use of secondary data, need for imputation, homogeneous population. Conclusion Most predictive indices for mortality performed moderately in our incident dialysis population. The Wick and Foley indices were the best performing, but had issues with under and over calibration. More accurate indices for predicting survival in older patients with kidney failure are needed.

Original languageEnglish (US)
Article numbere0244081
JournalPloS one
Volume16
Issue number1 January
DOIs
StatePublished - Jan 2021

ASJC Scopus subject areas

  • Biochemistry, Genetics and Molecular Biology(all)
  • Agricultural and Biological Sciences(all)
  • General

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