Literature DB >> 33351178

Assessing the Quality and Coherence of Network Meta-Analyses of Biologics in Plaque Psoriasis: What Does All This Evidence Synthesis Tell Us?

Emily Wright1, Najeeda Yasmeen1, Kinga Malottki1, Laura M Sawyer2, Emma Borg3, Carsten Schwenke4, Richard B Warren5.   

Abstract

INTRODUCTION: A range of treatments are available for moderate-to-severe psoriasis; however, there remains a paucity of direct comparisons of these in head-to-head trials. Network meta-analyses (NMA) allow comparisons of these to support clinical decision making. This systematic literature review assesses the methodological quality of NMAs available for moderate-to-severe psoriasis and compares their methods and results. Their validity and applicability for current practice is also assessed.
METHODS: A systematic review of published NMAs of at least two biologics for moderate-to-severe psoriasis was undertaken. Embase, MEDLINE, MEDLINE In-Process, and the Cochrane Library were last searched on 19 February 2020. The quality of NMAs was assessed using the International Society of Pharmacoeconomics and Outcomes Research (ISPOR) criteria. NMA methodology, funding, and results were compared and differences in results explored.
RESULTS: Twenty-five analyses evaluating up to 19 different treatments at 8-24 weeks, and two analyses at 1 year, were included. Psoriasis Area Severity Index (PASI) response was assessed in 23, facilitating comparisons between NMAs. All NMAs met at least half of the ISPOR criteria. The major limitations were explaining the rationale for methodology, exploring effect modifiers, and consistency between direct and indirect estimates. The analyses differed in model type (Bayesian or frequentist), analysis of PASI response (binomial or multinomial), and analysis of different treatment doses (separate or pooled). PASI results were broadly similar, except for the Cochrane Collaboration NMA which provided lower estimates of treatment efficacy versus placebo. This analysis differed methodologically from others, including pooling data for different doses.
CONCLUSIONS: Based on PASI 90 at induction, the majority of recent NMAs came to similar conclusions: interleukin (IL) 17 inhibitors (brodalumab, ixekizumab, secukinumab), IL-23 inhibitors (guselkumab and risankizumab) and infliximab were most efficacious, supporting the validity of NMAs in this clinical area. Decisions should be made using high-quality, up-to-date NMAs with assumptions relevant to clinical practice.

Entities:  

Keywords:  Biologic therapy; Network meta-analysis; Psoriasis; Systematic review

Year:  2020        PMID: 33351178     DOI: 10.1007/s13555-020-00463-y

Source DB:  PubMed          Journal:  Dermatol Ther (Heidelb)


  48 in total

1.  Interpreting indirect treatment comparisons and network meta-analysis for health-care decision making: report of the ISPOR Task Force on Indirect Treatment Comparisons Good Research Practices: part 1.

Authors:  Jeroen P Jansen; Rachael Fleurence; Beth Devine; Robbin Itzler; Annabel Barrett; Neil Hawkins; Karen Lee; Cornelis Boersma; Lieven Annemans; Joseph C Cappelleri
Journal:  Value Health       Date:  2011-06       Impact factor: 5.725

2.  The global burden of psoriatic skin disease.

Authors:  K L Goff; C Karimkhani; L N Boyers; M A Weinstock; J P Lott; R J Hay; L E Coffeng; S A Norton; L Naldi; C Dunnick; A W Armstrong; R P Dellavalle
Journal:  Br J Dermatol       Date:  2015-05-06       Impact factor: 9.302

Review 3.  Current status and new developments in the treatment of psoriasis and psoriatic arthritis with biological agents.

Authors:  Wolfgang Weger
Journal:  Br J Pharmacol       Date:  2010-06       Impact factor: 8.739

Review 4.  Pathogenesis of psoriasis and development of treatment.

Authors:  Eisaku Ogawa; Yuki Sato; Akane Minagawa; Ryuhei Okuyama
Journal:  J Dermatol       Date:  2017-12-10       Impact factor: 4.005

Review 5.  A new class of biologic agents facing the therapeutic paradigm in psoriasis: anti-IL-23 agents.

Authors:  Annalisa Tonini; Bruno Gualtieri; Salvatore Panduri; Marco Romanelli; Andrea Chiricozzi
Journal:  Expert Opin Biol Ther       Date:  2017-11-06       Impact factor: 4.388

6.  Network meta-analysis-highly attractive but more methodological research is needed.

Authors:  Tianjing Li; Milo A Puhan; Swaroop S Vedula; Sonal Singh; Kay Dickersin
Journal:  BMC Med       Date:  2011-06-27       Impact factor: 8.775

7.  Multiple treatment and indirect treatment comparisons: An overview of network meta-analysis.

Authors:  Nidhi Bhatnagar; P V M Lakshmi; Kathiresan Jeyashree
Journal:  Perspect Clin Res       Date:  2014-10

8.  Bias in identification of the best treatment in a Bayesian network meta-analysis for binary outcome: a simulation study.

Authors:  Taddele Kibret; Danielle Richer; Joseph Beyene
Journal:  Clin Epidemiol       Date:  2014-12-03       Impact factor: 4.790

9.  Evidence synthesis for decision making 2: a generalized linear modeling framework for pairwise and network meta-analysis of randomized controlled trials.

Authors:  Sofia Dias; Alex J Sutton; A E Ades; Nicky J Welton
Journal:  Med Decis Making       Date:  2012-10-26       Impact factor: 2.583

10.  Use of network meta-analysis in systematic reviews: a survey of authors.

Authors:  Andrew W Lee
Journal:  Syst Rev       Date:  2016-01-19
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  2 in total

1.  Short-Term Efficacy of Biologic Therapies in Moderate-to-Severe Plaque Psoriasis: A Systematic Literature Review and an Enhanced Multinomial Network Meta-Analysis.

Authors:  Kyle Fahrbach; Grammati Sarri; David M Phillippo; Binod Neupane; Samantha E Martel; Sandeep Kiri; Kristian Reich
Journal:  Dermatol Ther (Heidelb)       Date:  2021-09-22

2.  Targeted systemic therapies for psoriatic arthritis: a systematic review and comparative synthesis of short-term articular, dermatological, enthesitis and dactylitis outcomes.

Authors:  Iain B McInnes; Laura M Sawyer; Kristen Markus; Corinne LeReun; Celia Sabry-Grant; Philip S Helliwell
Journal:  RMD Open       Date:  2022-03
  2 in total

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