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Nocebo effects in the treatment of bipolar disorder: Results from an individual study participant level meta-analysis of the placebo arm of olanzapine clinical trials
Proposal
1078
Title of Proposed Research
Nocebo effects in the treatment of bipolar disorder: Results from an individual study participant level meta-analysis of the placebo arm of olanzapine clinical trials
Lead Researcher
Seetal Dodd
Affiliation
Barwon Health
Funding Source
This project will be conducted by the researchers during time paid by their employers. A/Prof Dodd is an employee of Barwon Health. Mohammadreza Mohebbi and Michael Berk are employees of Deakin University. Michael Berk currently holds a Senior Research Fellowship from the NHMRC (Australia).
Potential Conflicts of Interest
Potential conflicts of interest will be disclosed when the research is presented and published.
Data Sharing Agreement Date
09 October 2014
Lay Summary
The nocebo effect, when a harmless substance creates harmful effects in a person who takes it, is a clinically salient yet seldom studied phenomenon that may be associated with poorer treatment outcomes, perceived adverse events and treatment discontinuation. The covert presence of nocebo responders in clinical trials may contribute to outcome variance in both placebo and active treatment arms for important primary and secondary endpoints. Nocebo effects are thought to be driven by expectancy and conditioning.
In this study we will investigate variables associated with the emergence of adverse outcomes in placebo-treated participants in clinical trials of olanzapine for bipolar disorder. Nine suitable studies have been identified. Data from placebo treated study participants will be pooled and meta-analysed using established statistical techniques.
Placebo controlled clinical trials have become essential and are regarded as being the best method to provide evidence that a treatment is safe and effective. They are a cornerstone of drug development. They are also very expensive. The placebo is a key component of clinical trials. Although the placebo is inert and inactive, many study participants will respond to placebo treatment. This response may be a negative response, called a nocebo response. A strong placebo response is the most common reason for failure of clinical trials. With clinical trials having such an important role in drug development and being so expensive it is imperative that placebo and nocebo phenomena are better understood. This study will look specifically at the nocebo response. The aims is to investigate the prevalence and characteristics of the response, and also to see if study variables can be used to identify predictors of nocebo response.
Study Data Provided
[{ "PostingID": 2015, "Title": "LILLY-F1D-MC-HGEH", "Description": "Olanzapine Versus Placebo in the Treatment of Mania Associated with Bipolar I Disorder" },{ "PostingID": 2016, "Title": "LILLY-F1D-MC-HGHL", "Description": "Olanzapine Versus Placebo in the Prevention of Relapse in Bipolar Disorder" },{ "PostingID": 2089, "Title": "LILLY-F1D-JE-BMAC", "Description": "Placebo- and Haloperidol-Controlled Double-Blind Trial of Olanzapine in Patients with Manic or Mixed Episode of Bipolar I Disorder" },{ "PostingID": 2090, "Title": "LILLY-F1D-MC-HGFU", "Description": "Olanzapine Added to Mood
Stabilizers in the Treatment of Bipolar Disorder" },{ "PostingID": 2092, "Title": "LILLY-F1D-MC-HGGW", "Description": "Olanzapine Versus Placebo in the Treatment of Bipolar Disorder, Manic or Mixed" },{ "PostingID": 2093, "Title": "LILLY-F1D-MC-HGGY", "Description": "Placebo-Controlled Olanzapine Monotherapy in the Treatment of Bipolar I Depression" },{ "PostingID": 2096, "Title": "LILLY-F1D-MC-HGIU", "Description": "Olanzapine Versus Placebo in the Treatment of Mania in Adolescents With Bipolar I Disorder" },{ "PostingID": 2097, "Title": "LILLY-F1D-MC-HGKQ", "Description": "Olanzapine Versus Divalproex and Placebo in the Treatment of Mild to Moderate Mania Associated With Bipolar I Disorder" },{ "PostingID": 2098, "Title": "LILLY-F1D-MC-HGMP", "Description": "Efficacy and Safety of Olanzapine in the Treatment of Patients with Bipolar I Disorder, Depressed: A Randomized, Double-Blind Comparison with Placebo" }]
Statistical Analysis Plan
Statistical Analysis
Our goals are to identify variables predictive of NOCEBO effect in univariate analysis and combine them into multivariate models. We will report adjusted odds ratios of TEAEs in placebo-treated participants of eligible RTCs in the study. All individual participant data will be combined into a single meta-analytic logistic regression model. Baseline characteristics of the study participants will be analysed with respect to (i) demographics; (ii) symptom severity and (iii) disease characteristics. To account for heterogeneity between studies, all models included a random effect variable termed study (with 9 categories, 1 for each of the 9 studies included). Random effects trial intercept models will be used to combine data from all trials in a 1-stage individual-patient data meta-analysis. Heterogeneity will be assessed visually using a funnel plots. Predictors associated with the outcome will be included in multivariate analysis. For all multivariate analyses we will use a random effect multivariable logistic regression (random intercept model) considering patients as clustered within studies and intercepts of the main exposure variables were allowed to vary across studies; this is to account for otherwise unmeasured inter-study differences in patient populations, as well as centre-specific differences in data ascertainment, measurement, and other factors.
Publication Citation
Dodd S, Walker AJ, Brnabic AJM, Hong N, Burns A, Berk M. Incidence and characteristics of the nocebo response from meta-analyses of the placebo arms of clinical trials of olanzapine for bipolar disorder.
Bipolar Disord. 2018;00:1-9.
https://doi.org/10.1111/bdi.12662
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