Development and validation of a risk prediction model for acute kidney injury after the first course of cisplatin
Journal of Clinical Oncology Jan 18, 2018
Motwani SS, et al. - In this study, predictive model for Cisplatin-associated acute kidney injury (C-AKI) after the first course of cisplatin was developed and validated. Researchers here demonstrated that C-AKI could be predicted with a score-based model created by using the patient’s age, cisplatin dose, hypertension, and serum albumin.
Methods
- Researchers collected clinical and demographic data on patients who received cisplatin between 2000 and 2016 at two cancer centers.
- They defined C-AKI as a 0.3 mg/dL rise in serum creatinine within 14 days of receiving cisplatin.
- They created a scoring model from the development cohort (DC) and tested it in the validation cohort (VC), using multivariable logistic regression models with C-AKI as the primary outcome.
Results
- In the DC and VC, 13.6% of 2,118 patients and 11.6% of 2,363 patients, respectively, experienced C-AKI.
- Factors having significant association with C-AKI were age 61 to 70 years (odds ratio [OR], 1.64 [95% CI, 1.21 to 2.23]; P=.001) and 71 to 90 years (OR, 2.97 [95% CI, 2.06 to 4.28]; P < .001) compared with ≤ 60 years; cisplatin dose 101 to 150 mg (OR, 1.58 [95% CI, 1.14 to 2.19]; P=.007) and > 150 mg (OR, 3.73 [95% CI, 2.68 to 5.20]; P < .001) compared with ≤ 100 mg; a history of hypertension (OR, 2.10 [95% CI, 1.54 to 2.72]; P < .001) compared with no hypertension; and serum albumin 2.0 to 3.5 g/dL (OR, 2.21 [95% CI, 1.62 to 3.03]; P < .001) compared with > 3.5 g/dL.
- No significant correlation of the baseline estimated glomerular filtration rate was evident with the risk of C-AKI.
- In the DC and the VC, the c-statistics of the score-based model were 0.72 (95% CI, 0.69 to 0.75) and 0.70 (95% CI, 0.67 to 0.73), respectively.
- In this study, scores of 0, 3.5, and 8.5 were found to be associated with a probability of C-AKI of 0.03 (95% CI, 0.03 to 0.05), 0.12 (95% CI, 0.11 to 0.14), and 0.51 (95% CI, 0.43 to 0.60), respectively.
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