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Hamza T, Schwarzer G, Salanti G. crossnma: An R package to synthesize cross-design evidence and cross-format data using network meta-analysis and network meta-regression. BMC Med Res Methodol 2024; 24:169. [PMID: 39103781 DOI: 10.1186/s12874-023-02130-0] [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: 11/02/2023] [Accepted: 12/19/2023] [Indexed: 08/07/2024] Open
Abstract
BACKGROUND Although aggregate data (AD) from randomised clinical trials (RCTs) are used in the majority of network meta-analyses (NMAs), other study designs (e.g., cohort studies and other non-randomised studies, NRS) can be informative about relative treatment effects. The individual participant data (IPD) of the study, when available, are preferred to AD for adjusting for important participant characteristics and to better handle heterogeneity and inconsistency in the network. RESULTS We developed the R package crossnma to perform cross-format (IPD and AD) and cross-design (RCT and NRS) NMA and network meta-regression (NMR). The models are implemented as Bayesian three-level hierarchical models using Just Another Gibbs Sampler (JAGS) software within the R environment. The R package crossnma includes functions to automatically create the JAGS model, reformat the data (based on user input), assess convergence and summarize the results. We demonstrate the workflow within crossnma by using a network of six trials comparing four treatments. CONCLUSIONS The R package crossnma enables the user to perform NMA and NMR with different data types in a Bayesian framework and facilitates the inclusion of all types of evidence recognising differences in risk of bias.
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Affiliation(s)
- Tasnim Hamza
- Institute of Social and Preventive Medicine, University of Bern, Bern, Switzerland.
- Graduate School for Health Sciences, University of Bern, Bern, Switzerland.
| | - Guido Schwarzer
- Institute of Medical Biometry and Statistics, Faculty of Medicine and Medical Center, University of Freiburg, Freiburg, Germany
| | - Georgia Salanti
- Institute of Social and Preventive Medicine, University of Bern, Bern, Switzerland
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Astărăstoae V, Rogozea LM, Leaşu FG, Roşca S. Drug Promotions Between Ethics, Regulations, and Financial Interests. Am J Ther 2024; 31:e268-e279. [PMID: 38691666 DOI: 10.1097/mjt.0000000000001754] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 05/03/2024]
Abstract
BACKGROUND The promotion of the latest medicines produced by the pharmaceutical industry is an important issue both from an ethical point of view (the level of accessibility, the way research is carried out) and from the point of view of marketing and especially from the lobbying issues raised. AREAS OF UNCERTAINTY The ethical dilemmas raised by the promotion of new drugs revolve between the need to discover new molecules important for treating a wide range of diseases and the need to establish a battery of ethical rules, absolutely necessary for regulations in the field to be compliant with all ethical principles. DATA SOURCES A literature search was conducted through PubMed, MEDLINE, Plus, Scopus, and Web of Science (2015-2023) using combinations of keywords, including drugs, medical publicity, and pharma marketing plus ethical dilemma. ETHICS AND THERAPEUTIC ADVANCES The promotion of medicines is governed by advertising laws and regulations in many countries, including at EU level, based on the need for countries to ensure that the promotion and advertising of medicines is truthful, based on information understood by consumers. The ethical analysis of the issues raised is more necessary and complex as the channels used for promotion are more accessible to the population, and the information, easier to obtain, can be the cause of increased self-medication and overeating. Large amounts of money invested in the development of new molecules, but also the risk of scientific fraud through manipulation of data during clinical trials, selective or biased publication of information can have repercussions on the health of the population. CONCLUSIONS The development of new pharmaceutical molecules is necessary to intervene and treat as many conditions as possible, but marketing must not neglect the observance of ethical principles. The promotion of medicines should be the attribute especially of the medical staff, which should also be a mandatory part of the mechanism for approving the marketing methods and means used by the pharmaceutical companies.
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Affiliation(s)
- Vasile Astărăstoae
- Faculty of Medicine, Grigore T Popa University of Medicine & Pharmacy, Iasi, Romania
| | - Liliana M Rogozea
- Basic, Preventive and Clinical Sciences Department, Transilvania University, Brasov, Romania; and
| | - Florin Gabriel Leaşu
- Basic, Preventive and Clinical Sciences Department, Transilvania University, Brasov, Romania; and
| | - Stefan Roşca
- Faculty of Medicine and Pharmacy, Universitatea Dunarea de Jos Galati, Galati, Romania
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Ehsanian R, Wu V, Grandhe R, Valeriano M, Petersen TR, Rivers WE, Koshkin E. A single-center real-world review of 10 kHz high-frequency spinal cord stimulation outcomes for treatment of chronic pain. INTERVENTIONAL PAIN MEDICINE 2024; 3:100402. [PMID: 39239496 PMCID: PMC11373048 DOI: 10.1016/j.inpm.2024.100402] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 11/06/2023] [Revised: 02/15/2024] [Accepted: 02/19/2024] [Indexed: 09/07/2024]
Abstract
Objective To compare pragmatic real-world 10-kHz high-frequency spinal cord stimulation (HF-SCS) outcomes at a single academic center to the industry-sponsored SENZA-RCT and Stauss et al. study. Methods This single-center retrospective study included patients with refractory back or limb pain trialed and/or permanently implanted with the Nevro HF-SCS system from 2016 to 2021. Demographic and outcome data were obtained from the electronic medical record (EMR) and real-world global database maintained by Nevro Corp. Data obtained from the global database were confirmed using the EMR. Main outcome measures included positive responder status (≥50% patient-reported percentage pain reduction (PRPPR)), improvement in function, improvement in sleep, and reduction in pain medication usage. Comparison groups included patient outcomes from the SENZA-RCT and Stauss et al. study. Results Patients (N = 147) trialed with HF-SCS were reviewed, with data available for 137. Positive trialed patient responder rate (≥50% PRPPR) was 77% (106/137, 95CI 70-84%) vs. 87% (1393/1607, 95CI 85-89%) Stauss et al. vs. 93% (90/97, 95CI 88-98%) SENZA-RCT HF-SCS. At the last available follow-up, positive implanted patient responder rate was 73% (58/80, 95CI 63-82%) vs. 78% (254/326, 95CI 73-82%) Stauss et al. vs. 79% (71/90, 95CI 70-87%) SENZA-RCT HF-SCS. Sixty-seven percent (59/88, 95CI 57-77%) reported improved function vs. 72% (787/1088, 95CI 70-75%) Stauss et al.; 45% (31/69, 95CI 33-57%) reported improved sleep vs. 68% (693/1020, 95CI 65-71%) Stauss et al. and 16% (9/56, 95CI 6-26%) reported decrease in medication use vs. 32% (342/1070, 95CI 29-35%) Stauss et al. Conclusion Patient responder rates in this retrospective pragmatic real-world study of HF-SCS are consistent with previous industry-sponsored studies. However, improvements in quality-of-life measures and reduction in medication usage were not as robust as reported in industry-sponsored studies. The findings of this non-industry-sponsored, independent study of HF-SCS complement those of previously published studies by reporting patient outcomes collected in the absence of industry sponsorship.
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Affiliation(s)
- Reza Ehsanian
- Division of Pain Medicine, Department of Anesthesiology & Critical Care Medicine, University of New Mexico School of Medicine, Albuquerque, NM, USA
| | - Victor Wu
- University of New Mexico, School of Medicine, Albuquerque, NM, USA
| | - Radhika Grandhe
- Division of Pain Medicine, Department of Anesthesiology & Critical Care Medicine, University of New Mexico School of Medicine, Albuquerque, NM, USA
| | - Matthew Valeriano
- Division of Pain Medicine, Department of Anesthesiology & Critical Care Medicine, University of New Mexico School of Medicine, Albuquerque, NM, USA
| | - Timothy R Petersen
- Division of Pain Medicine, Department of Anesthesiology & Critical Care Medicine, University of New Mexico School of Medicine, Albuquerque, NM, USA
- Department of Obstetrics & Gynecology, University of New Mexico School of Medicine, Albuquerque, NM, USA
- Office of Graduate Medical Education, University of New Mexico School of Medicine, Albuquerque, NM, USA
| | - W Evan Rivers
- Tennessee Valley Healthcare System, Veterans Administration, Nashville, TN, USA
- Department of Physical Medicine and Rehabilitation, Vanderbilt University Medical Center, Nashville, TN, USA
| | - Eugene Koshkin
- Division of Pain Medicine, Department of Anesthesiology & Critical Care Medicine, University of New Mexico School of Medicine, Albuquerque, NM, USA
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Lišnić V, Ashraf H, Viđak M, Marušić A. Completeness of intervention description in invasive cardiology trials: an observational study of ClinicalTrials.gov registry and corresponding publications. Front Med (Lausanne) 2023; 10:1276847. [PMID: 37881632 PMCID: PMC10597631 DOI: 10.3389/fmed.2023.1276847] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/15/2023] [Accepted: 09/19/2023] [Indexed: 10/27/2023] Open
Abstract
Introduction Non-pharmacological invasive interventions in cardiology are complex and often inadequately reported. Template for Intervention Description and Replication (TIDieR) checklist and guide were developed to aid reporting and assessment of non-pharmacological interventions. The aim of our study was to assess the completeness of describing invasive cardiology interventions in clinical trials at the level of trial registration and corresponding journal article publication. Methodology We searched for clinical trials in invasive cardiology registered in Clinicaltrials.gov and corresponding journal publications. We used the 10-item TIDieR checklist for registries and 12-item checklist for journal publications. Results Out of 7,017 registry items retrieved by our search, 301 items were included in the analysis. The search for corresponding published articles yielded 192 journal publications. The majority of trials were funded by the industry and were medical device trials. The median number of reported TIDieR items was 4.5 (95% CI 4.49-4.51) out of 10, and while the corresponding journal articles reported 6.5 (95% CI 6.0-6.5) out of 12 TIDieR items. Conclusion Registration and reporting of invasive cardiology trials is often incomplete and adequate detailed description of the interventions is not provided. TIDieR checklist is an important tool which should be used to ensure rigorous reporting of non-pharmacological interventions in cardiology.
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Affiliation(s)
- Viktoria Lišnić
- Department of Cardiology, University Hospital of Split, Split, Croatia
| | - Hishaam Ashraf
- Wirral University Teaching Hospital, Wirral, United Kingdom
| | - Marin Viđak
- Department of Research in Biomedicine and Health, Center for Evidence-Based Medicine, University of Split School of Medicine, Split, Croatia
- Department of Cardiology, Dubrava University Hospital, Zagreb, Croatia
| | - Ana Marušić
- Department of Research in Biomedicine and Health, Center for Evidence-Based Medicine, University of Split School of Medicine, Split, Croatia
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Kounatidou NE, Tzavara C, Palioura S. Systematic review of sample size calculations and reporting in randomized controlled trials in ophthalmology over a 20-year period. Int Ophthalmol 2023; 43:2999-3010. [PMID: 36917324 DOI: 10.1007/s10792-023-02687-1] [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: 11/16/2022] [Accepted: 03/04/2023] [Indexed: 03/16/2023]
Abstract
PURPOSE Randomized Controlled Trials (RCTs) are considered the gold standard for the practice of evidence-based medicine. The purpose of this study is to systematically assess the reporting of sample size calculations in ophthalmology RCTs in 5 leading journals over a 20-year period. Reviewing sample size calculations in ophthalmology RCTs will shed light on the methodological quality of RCTs and, by extension, on the validity of published results. METHODS The MEDLINE database was searched to identify full reports of RCTs in the journals Ophthalmology, JAMA Ophthalmology, American Journal of Ophthalmology, Investigative Ophthalmology and Visual Science, and British Journal of Ophthalmology between January and December of the years 2000, 2010 and 2020. Screening identified 559 articles out of which 289 met the inclusion criteria for this systematic review. Data regarding sample size calculation reporting and trial characteristics was extracted for each trial by independent investigators. RESULTS In 2020, 77.9% of the RCTs reported sample size calculations as compared with 37% in 2000 (p < 0.001) and 60.7% in 2010 (p = 0.012). Studies reporting all necessary parameters for sample size recalculation increased significantly from 17.2% in 2000 to 39.3% in 2010 and 43.0% in 2020 (p < 0.001). Reporting of funding was greater in 2020 (98.8%) compared with 2010 (89.3%) and 2000 (53.1%). Registration in a clinical trials database occurred more frequently in 2020 (94.2%) compared to 2000 (1.2%; p < 0.001) and 2010 (68%; p < 0.001). In 2020, 38.4% of studies reported different sample sizes in the online registry from the published article. Overall, the most studied area in 2000 was glaucoma (29.6% of RCTs), whereas in 2010 and 2020, it was retina (40.2 and 37.2% of the RCTs, respectively). The number of patients enrolled in a study and the number of eyes studied was significantly greater in 2020 compared to 2000 and 2010 (p < 0.001). CONCLUSION Sample size calculation reporting in ophthalmology RCTs has improved significantly between the years 2000 and 2020 and is comparable to other fields in medicine. However, reporting of certain parameters remains inconsistent with current publication guidelines.
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Affiliation(s)
| | - Chara Tzavara
- Department of Biostatistics, National and Kapodistrian University of Athens Medical School, Athens, Greece
| | - Sotiria Palioura
- Department of Ophthalmology, University of Cyprus Medical School, Aglantzia, Cyprus.
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Chou K, Gazendam A, Vemulakonda J, Bhandari M. Failure to disclose industry funding impacts outcomes in randomized controlled trials of platelet-rich plasma. Knee Surg Sports Traumatol Arthrosc 2023; 31:626-631. [PMID: 35986761 DOI: 10.1007/s00167-022-07118-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/03/2022] [Accepted: 08/05/2022] [Indexed: 02/07/2023]
Abstract
PURPOSE Platelet-rich plasma (PRP) represents a highly profitable biological therapy. Platelet-rich plasma is widely used to treat musculoskeletal disorders despite mixed evidence of its efficacy. As evidenced by literature from other domains, industry funding may influence the results of clinical trials. The objective of the current study was to determine the association between industry funding and positive results for randomized controlled trials (RCTs) assessing the efficacy of PRP in musculoskeletal disorders. METHODS A search of four databases was conducted. Included studies were RCTs comparing PRP to any non-PRP comparator in adults (18 years old or over) with musculoskeletal disorders and had full text available in English. Studies were excluded if they were published before 2016 or were non-human trials. A multivariate binomial logistic regression model was created to explore predictors of statistically significant findings. Covariates included the presence of industry funding, sample size, and length of study follow-up. 1440 records were screened with 87 trials included in the final analysis. RESULTS Of the 87 studies, 61 (70%) reported a statistically significant primary outcome. The presence of industry funding was not predictive of a statistically significant primary outcome [OR = 0.36, 95% CI 0.096-1.36, (n.s.)]. Studies that did not state whether industry funding was present had a higher chance of reporting a statistically significant primary outcome (OR = 3.61, 95% CI 1.1-11.9, p = 0.035). Sample size and length of follow-up were not predictive of a statistically significant primary outcome. CONCLUSION The results of the current study conclude that industry funding had no impact on the reporting of positive results for RCTs investigating PRP in musculoskeletal disorders. However, not disclosing sources of funding was associated with a higher likelihood of reporting positive results. The results of trials that fail to disclose funding sources should be interpreted with caution in the PRP literature. LEVEL OF EVIDENCE I.
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Affiliation(s)
- Kaitlyn Chou
- Faculty of Health Sciences, McMaster University, Hamilton, ON, Canada
| | - Aaron Gazendam
- Division of Orthopaedic Surgery, Department of Surgery, McMaster University, St. Joseph's Hospital, Room G522, 50 Charlton Avenue East, Hamilton, ON, L8N 4A6, Canada.
| | | | - Mohit Bhandari
- Division of Orthopaedic Surgery, Department of Surgery, McMaster University, St. Joseph's Hospital, Room G522, 50 Charlton Avenue East, Hamilton, ON, L8N 4A6, Canada
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Bayat S, Tascilar K, Bohr D, Krönke G, Simon D, Knitza J, Hartmann F, Schett G, Kleyer A. Efficacy and drug persistence of baricitinib monotherapy is similar to combination therapy in patients with active RA: a prospective observational study. RMD Open 2022; 8:rmdopen-2022-002674. [PMID: 36410777 PMCID: PMC9680190 DOI: 10.1136/rmdopen-2022-002674] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/17/2022] [Accepted: 10/21/2022] [Indexed: 11/23/2022] Open
Abstract
BackgroundBaricitinib (BARI) is approved for the treatment of rheumatoid arthritis (RA) after failure of conventional synthetic and biologic disease modifying anti-rheumatic drugs (cs/bDMARDs) in combination with methotrexate (MTX) or as monotherapy. However, real-world data are scarce regarding efficacy and drug persistence for BARI monotherapy (BARI-mono) versus its combination with MTX (BARI-combo).ObjectiveTo evaluate efficacy and drug persistence of BARImono compared with BARI-combo in routine clinical practiceMethodsPatients with RA who were switched to BARI were included in a prospective, monocentric cohort. Demographics, clinical outcomes, adverse events and medication were prospectively recorded every 3 months. Clinical efficacy was measured by DAS-28 ESR while drug persistence was measured as the time on drug. We estimated least-square mean DAS-28 scores over time using linear mixed effects models including time-group interactions. Kaplan-Meier method was used to estimate BARI survival and probability of remission over time.Results139 patients (98 women; aged 58.4 (12.8) years; mean disease duration of 9.7 years) were included between 2017 and 2021. 46 patients received BARI-combo, 93 patients received BARI-mono. Mean DAS-28 ESR were not significantly but only numerically different between both groups at baseline and multiple timepoints over follow-up. DAS-28 ESR remission was attained at least once upto 48 weeks in 62% and 51% patients in BARI-combo versus BARI-mono group (log-rank p=0.64). Drug persistence was high (69 vs 67% at 48 weeks and 62% vs 56% at 96 weeks) and similar in BARI-combo-treated and BARI-mono-treated patients. b/ts DMARD naïve patients had lower mean DAS-28 scores over the follow-up and attained DAS-28 ESR remission earlier than patients with inadequate response to b/ts DMARDs (p=0.11). BARI was discontinued in 11/139 patients (7.9%) due to adverse effects.ConclusionIn routine practice, BARI is effective as monotherapy in case of MTX intolerance with overall high drug persistence rates. No new safety signals were observed.
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Affiliation(s)
- Sara Bayat
- Department of Internal Medicine 3 Rheumatology and Immunology, Universitätsklinikum Erlangen, Erlangen, Bayern, Germany
- Deutsches Zentrum Immuntherapie, Friedrich-Alexander-Universitat Erlangen-Nurnberg, Erlangen, Bayern, Germany
| | - Koray Tascilar
- Department of Internal Medicine 3 Rheumatology and Immunology, Universitätsklinikum Erlangen, Erlangen, Bayern, Germany
- Deutsches Zentrum Immuntherapie, Friedrich-Alexander-Universitat Erlangen-Nurnberg, Erlangen, Bayern, Germany
| | - Daniela Bohr
- Department of Internal Medicine 3 Rheumatology and Immunology, Universitätsklinikum Erlangen, Erlangen, Bayern, Germany
- Deutsches Zentrum Immuntherapie, Friedrich-Alexander-Universitat Erlangen-Nurnberg, Erlangen, Bayern, Germany
| | - Gerhard Krönke
- Department of Internal Medicine 3 Rheumatology and Immunology, Universitätsklinikum Erlangen, Erlangen, Bayern, Germany
- Deutsches Zentrum Immuntherapie, Friedrich-Alexander-Universitat Erlangen-Nurnberg, Erlangen, Bayern, Germany
| | - David Simon
- Department of Internal Medicine 3 Rheumatology and Immunology, Universitätsklinikum Erlangen, Erlangen, Bayern, Germany
- Deutsches Zentrum Immuntherapie, Friedrich-Alexander-Universitat Erlangen-Nurnberg, Erlangen, Bayern, Germany
| | - Johannes Knitza
- Department of Internal Medicine 3 Rheumatology and Immunology, Universitätsklinikum Erlangen, Erlangen, Bayern, Germany
- Deutsches Zentrum Immuntherapie, Friedrich-Alexander-Universitat Erlangen-Nurnberg, Erlangen, Bayern, Germany
| | - Fabian Hartmann
- Department of Internal Medicine 3 Rheumatology and Immunology, Universitätsklinikum Erlangen, Erlangen, Bayern, Germany
- Deutsches Zentrum Immuntherapie, Friedrich-Alexander-Universitat Erlangen-Nurnberg, Erlangen, Bayern, Germany
| | - Georg Schett
- Department of Internal Medicine 3 Rheumatology and Immunology, Universitätsklinikum Erlangen, Erlangen, Bayern, Germany
- Deutsches Zentrum Immuntherapie, Friedrich-Alexander-Universitat Erlangen-Nurnberg, Erlangen, Bayern, Germany
| | - Arnd Kleyer
- Department of Internal Medicine 3 Rheumatology and Immunology, Universitätsklinikum Erlangen, Erlangen, Bayern, Germany
- Deutsches Zentrum Immuntherapie, Friedrich-Alexander-Universitat Erlangen-Nurnberg, Erlangen, Bayern, Germany
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