Predicting 6-month mortality risk of patients commencing dialysis treatment for end-stage kidney disease

被引:24
作者
Ivory, Sara E. [1 ]
Polkinghorne, Kevan R. [1 ,2 ]
Khandakar, Yeasmin [1 ]
Kasza, Jessica [1 ]
Zoungas, Sophia [3 ]
Steenkamp, Retha [4 ]
Roderick, Paul [5 ]
Wolfe, Rory [1 ]
机构
[1] Monash Univ, Dept Epidemiol & Prevent Med, Melbourne, Vic, Australia
[2] Monash Med Ctr, Monash Hlth, Dept Nephrol, Clayton, Vic, Australia
[3] Monash Univ, Monash Hlth, Sch Publ Hlth & Prevent Med, Monash Ctr Hlth Res & Implementat, Melbourne, Vic, Australia
[4] Southmead Hosp, UK Renal Registry, Bristol, Avon, England
[5] Univ Southampton, Acad Unit Primary Care & Populat Sci, Southampton, Hants, England
基金
澳大利亚国家健康与医学研究理事会; 英国医学研究理事会;
关键词
comorbidity; dialysis; end-stage kidney disease; 6-month mortality; PATIENTS STARTING DIALYSIS; RENAL REPLACEMENT THERAPY; EARLY DEATH; ELDERLY-PATIENTS; SURVIVAL; COHORT; HEMODIALYSIS; VALIDATION; PROGNOSIS; SCORE;
D O I
10.1093/ndt/gfw383
中图分类号
R3 [基础医学]; R4 [临床医学];
学科分类号
1001 ; 1002 ; 100602 ;
摘要
Background. There is evidence that end-stage kidney disease patients who are older or with more comorbidity may have a poor trade-off between benefits of dialysis and potential harms. We aimed to develop a tool for predicting patient mortality in the early stages of receiving dialysis. Methods. In 23 658 patients aged 15+ years commencing dialysis between 2000 and 2009 in Australia and New Zealand a point score tool was developed to predict 6-month mortality based on a logistic regression analysis of factors available at dialysis initiation. Temporal validation used 2009-11 data from Australia and New Zealand. External validation used the UK Renal Registry. Results. Within 6 months of commencing dialysis 6.1% of patients had died. A small group (4.7%) of patients had a high predicted mortality risk (>20%), as predicted by the point score tool. Predictive variables were: older age, underweight, chronic lung disease, coronary artery disease, peripheral vascular disease, cerebrovascular disease (particularly for patients< 60 years of age), late referral to nephrologist care and underlying cause of renal disease. The new point score tool outperformed existing models, and had an area under the receiver operating characteristic curve of 0.755 on temporal validation with acceptable calibration and 0.713 on external validation with poor calibration. Conclusion. Our point score tool for predicting 6-month mortality in patients at dialysis commencement has sufficient prognostic accuracy to use in Australia and New Zealand for prognosis and identification of high risk patients who may be given appropriate supportive care. Use in other countries requires further study.
引用
收藏
页码:1558 / 1565
页数:9
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