Personalization of renal replacement therapy initiation: a secondary analysis of the AKIKI and IDEAL-ICU trials
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Titre | Personalization of renal replacement therapy initiation: a secondary analysis of the AKIKI and IDEAL-ICU trials |
Type de publication | Journal Article |
Year of Publication | 2022 |
Auteurs | Grolleau F, Porcher R, Barbar S, Hajage D, Bourredjem A, Quenot J-P, Dreyfuss D, Gaudry S |
Journal | CRITICAL CARE |
Volume | 26 |
Pagination | 64 |
Date Published | MAR 21 |
Type of Article | Article |
ISSN | 1364-8535 |
Mots-clés | Acute kidney injury, Heterogeneity of treatment effect, personalized medicine, Renal replacement therapy |
Résumé | Background Trials comparing early and delayed strategies of renal replacement therapy in patients with severe acute kidney injury may have missed differences in survival as a result of mixing together patients at heterogeneous levels of risks. Our aim was to evaluate the heterogeneity of treatment effect on 60-day mortality from an early vs a delayed strategy across levels of risk for renal replacement therapy initiation under a delayed strategy. Methods We used data from the AKIKI, and IDEAL-ICU randomized controlled trials to develop a multivariable logistic regression model for renal replacement therapy initiation within 48 h after allocation to a delayed strategy. We then used an interaction with spline terms in a Cox model to estimate treatment effects across the predicted risks of RRT initiation. Results We analyzed data from 1107 patients (619 and 488 in the AKIKI and IDEAL-ICU trial respectively). In the pooled sample, we found evidence for heterogeneous treatment effects (P = 0.023). Patients at an intermediate-high risk of renal replacement therapy initiation within 48 h may have benefited from an early strategy (absolute risk difference, - 14%; 95% confidence interval, - 27% to - 1%). For other patients, we found no evidence of benefit from an early strategy of renal replacement therapy initiation but a trend for harm (absolute risk difference, 8%; 95% confidence interval, - 5% to 21% in patients at intermediate-low risk). Conclusions We have identified a clinically sound heterogeneity of treatment effect of an early vs a delayed strategy of renal replacement therapy initiation that may reflect varying degrees of kidney demand-capacity mismatch. |
DOI | 10.1186/s13054-022-03936-y |