Background: Treatment switching in randomized clinical trials introduces challenges in performing causal inference. Intention To Treat (ITT) analyses often fail to fully capture the causal effect of treatment in the presence of treatment switching. Consequently, decision makers may instead be interested in causal effects of hypothetical treatment strategies that do not allow for treatment switching. For example, the phase 3 ALTA-1L trial showed that brigatinib may have improved Overall Survival (OS) compared to crizotinib if treatment switching had not occurred. Their sensitivity analysis using Inverse Probability of Censoring Weights (IPCW), reported a Hazard Ratio (HR) of 0.50 (95% CI, 0.28-0.87), while their initial ITT analysis estimated an HR of 0.81 (0.53-1.22).
Methods: We used a directed acyclic graph to depict the clinical setting of the ALTA-1L trial in the presence of treatment switching, illustrating the concept of treatment-confounder feedback and highlighting the need for g-methods. In a re-analysis of the ALTA-1L trial data, we used IPCW and the parametric g-formula to adjust for baseline and time-varying covariates to estimate the effect of two hypothetical treatment strategies on OS: "always treat with brigatinib" versus "always treat with crizotinib". We conducted various sensitivity analyses using different model specifications and weight truncation approaches.
Results: Applying the IPCW approach in a series of sensitivity analyses yielded Cumulative HRs (cHRs) ranging between 0.38 (0.12, 0.98) and 0.73 (0.45,1.22) and Risk Ratios (RRs) ranging between 0.52 (0.32, 0.98) and 0.79 (0.54,1.17). Applying the parametric g-formula resulted in cHRs ranging between 0.61 (0.38,0.91) and 0.72 (0.43,1.07) and RRs ranging between 0.71 (0.48,0.94) and 0.79 (0.54,1.05).
Conclusion: Our results consistently indicated that our estimated ITT effect estimate (cHR: 0.82 (0.51,1.22) may have underestimated brigatinib's benefit by around 10-45 percentage points (using IPCW) and 10-20 percentage points (using the parametric g-formula) across a wide range of model choices. Our analyses underscore the importance of performing sensitivity analyses, as the result from a single analysis could potentially stand as an outlier in a whole range of sensitivity analyses.
Trial Registration: Clinicaltrials.gov Identifier: NCT02737501 on April 14, 2016.
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Arthritis Res Ther
December 2024
Memorial Herman Northwest Hospital, Houston, TX, 77089, USA.
Objectives: To assess immunogenicity and safety in patients with active rheumatoid arthritis (RA) transitioning from rituximab [US-licensed rituximab: Reference Product (RP); EU-approved rituximab: Reference Medicinal Product (RMP)] to DRL_RI (proposed rituximab biosimilar), in comparison to those continuing on RP/RMP.
Methods: This double-blind, randomized, Phase 3 study included 140 RA patients having prior exposure to RP/RMP; transitioned to DRL_RI (n = 70) or continued with RP/RMP (n = 70) for two 1000 mg infusions on Days 1 and 15. Assessments included Time-matched Rituximab Concentration (TMRC), anti-drug antibodies (ADAs), neutralizing antibodies (NAbs) and ADA titre over 12 weeks, and safety follow-up till 26 weeks.
J Diabetes Investig
December 2024
Division of Diabetology and Metabolism, Department of Internal Medicine, Tokyo Women's Medical University School of Medicine, Tokyo, Japan.
Aims/introduction: This study aimed to evaluate and compare the effectiveness of oral semaglutide after adding to or switching from incretin-related drugs by assessing the changes in HbA1c and body weight (BW) in participants with type 2 diabetes in clinical settings.
Materials And Methods: A total of 368 participants were divided into groups according to antidiabetic medications before oral semaglutide treatment; incretin-related drug-naïve (naïve), switching from dipeptidyl peptide-4 inhibitors (DPP-4i) or glucagon-like peptide-1 receptor agonist (GLP-1 RA) groups. Adjusted mean changes in HbA1c and BW at 6 months after oral semaglutide administration were compared among the three groups.
Virol J
December 2024
Prenatal Diagnosis Center, Guangzhou Women and Children's Medical Center,, Guangzhou Medical University, Guangzhou, 510623, Guangdong Province, China.
This study evaluated the inhibitory effects of calceolarioside B, extracted from the traditional Chinese herb Mutong (Akebia quinata Thumb), on the SARS-CoV-2 Omicron BA.2 variant. Molecular docking and molecular dynamics simulations predicted the binding sites and interactions between calceolarioside B and the Omicron BA.
View Article and Find Full Text PDFBMC Med Res Methodol
December 2024
Institute for Medical Information Processing, Biometry, and Epidemiology (IBE), Faculty of Medicine, Ludwig-Maximilians-Universität München, Marchioninistr. 15, 81377, Munich, Germany.
Ment Health Clin
December 2024
(Corresponding author) Clinical Pharmacist Specialist, Vanderbilt Specialty Pharmacy Services, Nashville, Tennessee,
Vesicular monoamine transporter 2 inhibitors (VMAT2i) are currently Food and Drug Administration-approved for the treatment of Huntington disease chorea and tardive dyskinesia. Additionally, they are often used for other hyperkinetic movement disorders in clinical practice. Due to a lack of head-to-head clinical trials, management of VMAT2i in the clinical setting may be unclear and rely on the clinical experience of the practitioner.
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