Literature DB >> 22552988

Comparative effectiveness research using matching-adjusted indirect comparison: an application to treatment with guanfacine extended release or atomoxetine in children with attention-deficit/hyperactivity disorder and comorbid oppositional defiant disorder.

James Signorovitch1, M Haim Erder, Jipan Xie, Vanja Sikirica, Mei Lu, Paul S Hodgkins, Eric Q Wu.   

Abstract

OBJECTIVES: To illustrate a matching-adjusted indirect comparison by comparing the efficacy of guanfacine extended release (GXR) and atomoxetine (ATX) in reducing oppositional symptoms in children with attention-deficit/hyperactivity disorder and comorbid oppositional defiant disorder.
METHODS: Individual patient data were used from a GXR trial; only published summary data were used from ATX trials. In a matching-adjusted indirect comparison, individual patients from the GXR trial were weighted such that their mean baseline characteristics matched those published for ATX trials. Placebo-arm outcomes were then compared to further assess balance between the matched populations. Changes in the Conners' Parent Rating Scale-Revised Short Form Oppositional Subscale from baseline to endpoint among GXR-treated and ATX-treated patients were then compared.
RESULTS: Before matching, the GXR (n = 143) and ATX (n = 98) trial populations had significant differences in baseline characteristics and placebo-arm outcomes. After matching, baseline characteristics were well balanced across trials, and placebo-arm outcomes became nearly identical. Comparing active treatment arms across the matched populations, GXR was associated with a significantly greater reduction in mean Conners' Parent Rating Scale-Revised Short form oppositional subscale compared with ATX {-5.0 [95% confidence interval (CI): -6.6 to -3.4] vs. -2.4 [CI: -3.7 to -1.1], p = 0.01, effect size = 0.58}.
CONCLUSIONS: In the absence of head-to-head randomized trials, matching-adjusted indirect comparisons can provide timely and reliable comparative evidence for decision makers and can be applied even when very few trials are available for the treatments of interest.
Copyright © 2012 John Wiley & Sons, Ltd.

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Year:  2012        PMID: 22552988     DOI: 10.1002/pds.3246

Source DB:  PubMed          Journal:  Pharmacoepidemiol Drug Saf        ISSN: 1053-8569            Impact factor:   2.890


  11 in total

Review 1.  The efficacy of atomoxetine for the treatment of children and adolescents with attention-deficit/hyperactivity disorder: a comprehensive review of over a decade of clinical research.

Authors:  Nicola C Savill; Jan K Buitelaar; Ernie Anand; Kathleen Ann Day; Tamás Treuer; Himanshu P Upadhyaya; David Coghill
Journal:  CNS Drugs       Date:  2015-02       Impact factor: 5.749

Review 2.  Profile of guanfacine extended release and its potential in the treatment of attention-deficit hyperactivity disorder.

Authors:  Jose Martinez-Raga; Carlos Knecht; Raquel de Alvaro
Journal:  Neuropsychiatr Dis Treat       Date:  2015-05-28       Impact factor: 2.570

3.  Implementation of AMNOG: An industry perspective.

Authors:  Friedhelm Leverkus; Christy Chuang-Stein
Journal:  Biom J       Date:  2015-09-01       Impact factor: 2.207

Review 4.  Comparative efficacy and safety of attention-deficit/hyperactivity disorder pharmacotherapies, including guanfacine extended release: a mixed treatment comparison.

Authors:  Alain Joseph; Rajeev Ayyagari; Meng Xie; Sean Cai; Jipan Xie; Michael Huss; Vanja Sikirica
Journal:  Eur Child Adolesc Psychiatry       Date:  2017-03-03       Impact factor: 4.785

5.  Indirect tolerability comparison of Deutetrabenazine and Tetrabenazine for Huntington disease.

Authors:  Daniel O Claassen; Benjamin Carroll; Lisa M De Boer; Eric Wu; Rajeev Ayyagari; Sanjay Gandhi; David Stamler
Journal:  J Clin Mov Disord       Date:  2017-03-01

6.  Matching-adjusted indirect comparisons of annualized bleeding rate and utilization of BAY 94-9027 versus three recombinant factor VIII agents for prophylaxis in patients with severe hemophilia A.

Authors:  Katharine Batt; Wei Gao; Rajeev Ayyagari; Céline Deschaseaux; Parth B Vashi; Zhiwen Yao; Yao Wang; Sophia Kessabi; Robert Klamroth
Journal:  J Blood Med       Date:  2019-06-20

7.  A two-stage prediction model for heterogeneous effects of treatments.

Authors:  Konstantina Chalkou; Ewout Steyerberg; Matthias Egger; Andrea Manca; Fabio Pellegrini; Georgia Salanti
Journal:  Stat Med       Date:  2021-05-27       Impact factor: 2.497

Review 8.  A scoping review of indirect comparison methods and applications using individual patient data.

Authors:  Areti Angeliki Veroniki; Sharon E Straus; Charlene Soobiah; Meghan J Elliott; Andrea C Tricco
Journal:  BMC Med Res Methodol       Date:  2016-04-27       Impact factor: 4.615

Review 9.  Guanfacine Extended Release: A New Pharmacological Treatment Option in Europe.

Authors:  Michael Huss; Wai Chen; Andrea G Ludolph
Journal:  Clin Drug Investig       Date:  2016-01       Impact factor: 2.859

10.  Performance of unanchored matching-adjusted indirect comparison (MAIC) for the evidence synthesis of single-arm trials with time-to-event outcomes.

Authors:  Yawen Jiang; Weiyi Ni
Journal:  BMC Med Res Methodol       Date:  2020-09-29       Impact factor: 4.615

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