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Haeussler K, Ismaila AS, Malmenäs M, Noorduyn SG, Green N, Compton C, Thabane L, Vogelmeier CF, Halpin DMG. Assessing the comparative effects of interventions in COPD: a tutorial on network meta-analysis for clinicians. Respir Res 2024; 25:438. [PMID: 39709425 DOI: 10.1186/s12931-024-03056-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/04/2024] [Accepted: 11/28/2024] [Indexed: 12/23/2024] Open
Abstract
To optimize patient outcomes, healthcare decisions should be based on the most up-to-date high-quality evidence. Randomized controlled trials (RCTs) are vital for demonstrating the efficacy of interventions; however, information on how an intervention compares to already available treatments and/or fits into treatment algorithms is sometimes limited. Although different therapeutic classes are available for the treatment of chronic obstructive pulmonary disease (COPD), assessing the relative efficacy of these treatments is challenging. Synthesizing evidence from multiple RCTs via meta-analysis can help provide a comprehensive assessment of all available evidence and a "global summary" of findings. Pairwise meta-analysis is a well-established method that can be used if two treatments have previously been examined in head-to-head clinical trials. However, for some comparisons, no head-to-head studies are available, for example the efficacy of single-inhaler triple therapies for the treatment of COPD. In such cases, network meta-analysis (NMA) can be used, to indirectly compare treatments by assessing their effects relative to a common comparator using data from multiple studies. However, incorrect choice or application of methods can hinder interpretation of findings or lead to invalid summary estimates. As such, the use of the GRADE reporting framework is an essential step to assess the certainty of the evidence. With an increasing reliance on NMAs to inform clinical decisions, it is now particularly important that healthcare professionals understand the appropriate usage of different methods of NMA and critically appraise published evidence when informing their clinical decisions. This review provides an overview of NMA as a method for evidence synthesis within the field of COPD pharmacotherapy. We discuss key considerations when conducting an NMA and interpreting NMA outputs, and provide guidance on the most appropriate methodology for the data available and potential implications of the incorrect application of methods. We conclude with a simple illustrative example of NMA methodologies using simulated data, demonstrating that when applied correctly, the outcome of the analysis should be similar regardless of the methodology chosen.
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Affiliation(s)
| | - Afisi S Ismaila
- Value Evidence and Outcomes, GSK, Collegeville, PA, USA.
- Department of Health Research Methods, Evidence and Impact, McMaster University, Hamilton, ON, Canada.
| | - Mia Malmenäs
- ICON Health Economics, ICON Plc, Stockholm, Sweden
| | - Stephen G Noorduyn
- Department of Health Research Methods, Evidence and Impact, McMaster University, Hamilton, ON, Canada
- Value Evidence and Outcomes, R&D Global Medical, GSK, Mississauga, ON, Canada
| | - Nathan Green
- Department of Statistical Science, University College London, London, UK
| | | | - Lehana Thabane
- Department of Health Research Methods, Evidence and Impact, McMaster University, Hamilton, ON, Canada
- St Joseph's Healthcare Hamilton, Hamilton, ON, Canada
| | - Claus F Vogelmeier
- Department of Medicine, Pulmonary and Critical Care Medicine, Philipps-Universität Marburg, Member of the German Center for Lung Research (DZL), Marburg, Germany
- German Center for Lung Research (DZL), Marburg, Germany
| | - David M G Halpin
- University of Exeter Medical School, College of Medicine and Health, University of Exeter, Exeter, UK
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Anderson E, Beier S, Desmarais J. Certolizumab pegol in the treatment of axial spondyloarthritis. Immunotherapy 2024. [PMID: 38530074 DOI: 10.2217/imt-2023-0225] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/27/2024] Open
Abstract
Axial spondyloarthritis is a chronic, immune-mediated systemic inflammatory disease encompassing ankylosing spondylitis and nonradiographic axial spondyloarthritis. TNF inhibitors are the preferred second line therapy for patients with active axial spondyloarthritis. Certolizumab pegol is a TNF inhibitor approved for treatment of both. Three large phase III trials (RAPID-axSpA, C-axSpAnd and C-OPTIMISE) and one large phase IV trial (CIMAX) establish its clinical efficacy in treatment of active disease and maintenance of remission for both diseases. Real world evidence demonstrates clinical efficacy and benefits including reduced bone loss, reduced risk of uveitis, safety in pregnancy and lactation and index drug survival of 10 years. It is generally well tolerated, though can be associated with increased risk of serious infections.
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Affiliation(s)
- Elizabeth Anderson
- Oregon Health & Sciences University, Division of Rheumatology, Portland, OR, USA
| | - Secia Beier
- Oregon Health & Sciences University, Department of Pharmacy Services, Portland, OR, USA
| | - Julianna Desmarais
- Oregon Health & Sciences University, Division of Rheumatology, Portland, OR, USA
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Shentu H, Sha S, He Y, He M, Dong N, Huang Z, Lai H, Chen M, Huang J, Huang X. Efficacy of TNF-α Inhibitors in the Treatment of nr-axSpA: A Systematic Review and Meta-Analysis Based on Randomized Controlled Trials. Int Arch Allergy Immunol 2024; 185:590-599. [PMID: 38432201 DOI: 10.1159/000536601] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/30/2023] [Accepted: 01/30/2024] [Indexed: 03/05/2024] Open
Abstract
INTRODUCTION A growing number of randomized controlled trials (RCTs) have demonstrated the effectiveness of tumor necrosis factor-α (TNF-α) inhibitors in treating non-radiographic axial spondyloarthritis (nr-axSpA). This study aimed to evaluate the efficacy of TNF-α inhibitors in the treatment of nr-axSpA. METHODS PubMed, EMBASE, Web of Science, and the Cochrane Library databases were systematically searched for relevant RCTs using specific keywords up to June 2023. The primary outcome was the proportion of patients who achieved Assessment in SpondyloArthritis international Society 40% (ASAS40). Secondary outcomes included ASAS20, Bath Ankylosing Spondylitis Disease Activity Index 50% (BASDAI50), ASAS partial remission, and ASAS5/6. RESULTS A total of eight RCTs involving 1,376 patients were included. Patients receiving anti-TNF therapy exhibited a higher rate of ASAS40 (pooled RR = 2.36; 95% CI: 1.63-3.42; p < 0.001). In addition, the TNF-α inhibitor group showed higher BASDAI50 rates (pooled RR = 2.06; 95% CI: 1.48-2.89), ASAS20 rates (pooled RR = 1.48; 95% CI: 1.31-1.67), ASAS partial remission rates (pooled RR = 2.33; 95% CI: 1.58-3.43), and ASAS5/6 rates (RR = 3.46; 95% CI: 2.05-5.83) than the placebo group. CONCLUSION The TNF-α inhibitors were effective in treating nr-axSpA.
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Affiliation(s)
- Haojie Shentu
- The Medical Imaging College, Hangzhou Medical College, Hangzhou, China
| | - Suyong Sha
- Emergency Medical Center, Ningbo Yinzhou No. 2 Hospital, Ningbo, China
| | - Yujing He
- The Second Clinical Medical College, Zhejiang Chinese Medical University, Hangzhou, China
| | - Minyang He
- Zhejiang University School of Medicine, Hangzhou, China
| | - Nan Dong
- The Medical Imaging College, Hangzhou Medical College, Hangzhou, China
| | - Zhenwei Huang
- The Medical Imaging College, Hangzhou Medical College, Hangzhou, China
| | - Haijia Lai
- The Medical Imaging College, Hangzhou Medical College, Hangzhou, China
| | - Meiling Chen
- The Public Health College, Zhejiang Chinese Medical University, Hangzhou, China
| | - Jianing Huang
- The Public Health College, Zhejiang Chinese Medical University, Hangzhou, China
| | - Xiaojing Huang
- Emergency Medical Center, Ningbo Yinzhou No. 2 Hospital, Ningbo, China
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