Propensity score matching and persistence correction to reduce bias in comparative effectiveness: the effect of cinacalcet use on all-cause mortality.

Details

Serval ID
serval:BIB_F2468CE1F089
Type
Article: article from journal or magazin.
Collection
Publications
Title
Propensity score matching and persistence correction to reduce bias in comparative effectiveness: the effect of cinacalcet use on all-cause mortality.
Journal
Pharmacoepidemiology and drug safety
Author(s)
Gillespie I.A., Floege J., Gioni I., Drüeke T.B., de Francisco A.L., Anker S.D., Kubo Y., Wheeler D.C., Froissart M.
Working group(s)
on behalf the ARO Steering Committee collaborators
ISSN
1099-1557 (Electronic)
ISSN-L
1053-8569
Publication state
Published
Issued date
07/2015
Peer-reviewed
Oui
Volume
24
Number
7
Pages
738-747
Language
english
Notes
Publication types: Journal Article ; Research Support, Non-U.S. Gov't
Publication Status: ppublish
Abstract
The generalisability of randomised controlled trials (RCTs) may be limited by restrictive entry criteria or by their experimental nature. Observational research can provide complementary findings but is prone to bias. Employing propensity score matching, to reduce such bias, we compared the real-life effect of cinacalcet use on all-cause mortality (ACM) with findings from the Evaluation of Cinacalcet Therapy to Lower Cardiovascular Events (EVOLVE) RCT in chronic haemodialysis patients.
Incident adult haemodialysis patients receiving cinacalcet, recruited in a prospective observational cohort from 2007-2009 (AROii; n = 10,488), were matched to non-exposed patients regardless of future exposure status. The effect of treatment crossover was investigated with inverse probability of censoring weighted and lag-censored analyses. EVOLVE ACM data were analysed largely as described for the primary composite endpoint.
AROii patients receiving cinacalcet (n = 532) were matched to 1790 non-exposed patients. The treatment effect of cinacalcet on ACM in the main AROii analysis (hazard ratio 1.03 [95% confidence interval (CI) 0.78-1.35]) was closer to the null than for the Intention to Treat (ITT) analysis of EVOLVE (0.94 [95%CI 0.85-1.04]). Adjusting for non-persistence by 0- and 6-month lag-censoring and by inverse probability of censoring weight, the hazard ratios in AROii (0.76 [95%CI 0.51-1.15], 0.84 [95%CI 0.60-1.18] and 0.79 [95%CI 0.56-1.11], respectively) were comparable with those of EVOLVE (0.82 [95%CI 0.67-1.01], 0.83 [95%CI 0.73-0.96] and 0.87 [95%CI 0.71-1.06], respectively).
Correcting for treatment crossover, we observed results in the 'real-life' setting of the AROii observational cohort that closely mirrored the results of the EVOLVE RCT. Persistence-corrected analyses revealed a trend towards reduced ACM in haemodialysis patients receiving cinacalcet therapy.

Keywords
Adult, Aged, Bias, Calcimimetic Agents/administration & dosage, Calcimimetic Agents/therapeutic use, Calcium/blood, Cinacalcet Hydrochloride/administration & dosage, Cinacalcet Hydrochloride/therapeutic use, Female, Humans, Hyperparathyroidism/drug therapy, Hyperparathyroidism/etiology, Kidney Failure, Chronic/complications, Kidney Failure, Chronic/mortality, Kidney Failure, Chronic/therapy, Logistic Models, Male, Middle Aged, Mortality/trends, Observational Studies as Topic/statistics & numerical data, Phosphorus/blood, Propensity Score, Renal Dialysis/adverse effects, bias, cinacalcet, haemodialysis, mortality, persistence, pharmacoepidemiology
Pubmed
Web of science
Create date
03/03/2016 17:49
Last modification date
21/08/2019 6:35
Usage data