A Clinical Risk Prediction Tool for 6-Month Mortality After Dialysis Initiation Among Older Adults

医学 透析 逻辑回归 内科学 心力衰竭 肾功能 死亡率 弗雷明翰风险评分 腹膜透析 队列 重症监护医学 急诊医学 疾病
作者
James Wick,Tanvir Chowdhury Turin,Peter Faris,Jennifer M. MacRae,Robert G. Weaver,Marcello Tonelli,Braden Manns,Brenda R. Hemmelgarn
出处
期刊:American Journal of Kidney Diseases [Elsevier BV]
卷期号:69 (5): 568-575 被引量:62
标识
DOI:10.1053/j.ajkd.2016.08.035
摘要

Information on an individual's risk for death following dialysis therapy initiation may inform the decision to initiate maintenance dialysis for older adults. We derived and validated a clinical risk prediction tool for all-cause mortality among older adults during the first 6 months of maintenance dialysis treatment.Prediction model using retrospective administrative and clinical data.We linked administrative and clinical data to define a cohort of 2,199 older adults (age ≥ 65 years) in Alberta, Canada, who initiated maintenance dialysis therapy (excluding acute kidney injury) in May 2003 to March 2012.Demographics, laboratory data, comorbid conditions, and measures of health system use.All-cause mortality within 6 months of dialysis therapy initiation.Predicted mortality by logistic regression with 10-fold cross-validation.375 (17.1%) older adults died within 6 months. We developed a 19-point risk score for 6-month mortality that included age 80 years or older (2 points), glomerular filtration rate of 10 to 14.9mL/min/1.73m2 (1 point) or ≥15mL/min/1.73m2 (3 points), atrial fibrillation (2 points), lymphoma (5 points), congestive heart failure (2 points), hospitalization in the prior 6 months (2 points), and metastatic cancer (3 points). Model discrimination (C statistic = 0.72) and calibration (Hosmer-Lemeshow χ2=10.36; P=0.2) were reasonable. As examples, a score < 5 equated to <25% of individuals dying in 6 months, whereas a score > 12 predicted that more than half the individuals would die in the first 6 months.The tool has not been externally validated; thus, generalizability cannot be assessed.We used readily available clinical information to derive and internally validate a 7-variable tool to predict early mortality among older adults after dialysis therapy initiation. Following successful external validation, the tool may be useful as a clinical decision tool to aid decision making for older adults with kidney failure.
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