SLIDE 1 PLACEBO EFFECTS & TRANSCRANIAL MAGNETIC STIMULATION
MATTHEW BURKE, MD FRCPC
SIDNEY R. BAER, JR. FOUNDATION FELLOW BERENSON-ALLEN CENTER FOR NONINVASIVE BRAIN STIMULATION DIVISION OF COGNITIVE NEUROLOGY BETH ISRAEL DEACONESS MEDICAL CENTER HARVARD MEDICAL SCHOOL, BOSTON MA
Intensive Course in Transcranial Magnetic Stimulation, 10/26/18
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SLIDE 2 None
DISCLOSURES
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SLIDE 3 CONTEXT
Director of the Harvard University Program in Placebo Studies
Director of the Berenson-Allen Center for Noninvasive Brain Stimulation
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THE TIME IS NOW…
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SLIDE 5 1.
- 1. Neurobiology of Placebo Effects
▪ Definitions ▪ Mechanisms of action ▪ Evidence and theories
2.
- 2. “Differential” Placebo Effects
▪ Historical context ▪ Meta-analytic approaches ▪ Prospective approaches
3.
- 3. TMS and Placebo Effects
▪ Sham devices ▪ Quantifying magnitude ▪ Implications on clinical trial results
OUTLINE
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NEUROBIOLOGY OF PLACEBO EFFECTS
1
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PLACEBO EFFECTS
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NEUROIMAGING STUDIES
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SLIDE 9 META-ANALYSES AND MODELS
Wager and Atlas 2015 Zubieta & Stohler 2009
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SLIDE 10 BIOLOGICAL MECHANISMS
Opioid, dopamine, cannabinoid, serotonergic, neuroendocrine, and neuro-immunological pathways (+ others) have all been implicated in placebo effects
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NEUROPHARMACOLOGICAL STUDIES
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SLIDE 12 Two major theories to explain placebo effects:
THEORIES OF PLACEBO EFFECTS
LEARNING/ CONDITIONING
EXPECTATION EXPECTATION
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SLIDE 13 “Placebo effects generally correspond to people’s knowledge or beliefs about the kind of drug they believe they are receiving, and for that reason, a causal relation between expectancy and placebo reaction has generally been assumed…”
EXPECTATION
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SLIDE 14 OPEN-HIDDEN PARADIGMS
Enck et al. 2013
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SLIDE 15 Two major theories to explain placebo effects:
THEORIES OF PLACEBO EFFECTS
LEARNING/ CONDITIONING
EXPECTATION
LEARNING/ CONDITIONING
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CONDITIONING
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CONDITIONING PARADIGMS
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SLIDE 18 Two major theories to explain placebo effects:
THEORIES OF PLACEBO EFFECTS
LEARNING/ CONDITIONING
EXPECTATION
“Rather than being viewed as an alternative to expectancy, classical conditioning can be understood as one method by which expectancies are formed”
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FROM NUISANCE TO TREATMENT
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HETEROGENEITY IN RESPONSES?
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RESPONDERS AND NON-RESPONDERS
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ALL DISEASES?
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PLACEBO EFFECTS?
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SLIDE 24 The concept that different types of placebos may yield different magnitudes of placebo effects
“DIFFERENTIAL” PLACEBO EFFECTS
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EARLY CONCEPTIONS…
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SHAM-CONTROLLED SURGICAL TRIALS
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SHAM-CONTROLLED SURGICAL TRIALS
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RECENT ATTENTION…
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SLIDE 29 Not head-to-head comparisons
META-ANALYTIC APPROACHES
“Meta-regression analyses showed that larger effects of placebo interventions were associated with physical placebo interventions” (e.g. sham devices)
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DIRECT APPROACHES
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TMS AND PLACEBO EFFECTS
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SLIDE 32 EXEMPLIFICATION OF AN ELABORATE THERAPEUTIC TECHNOLOGY
Brainsi ght TMS
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SLIDE 33 ▪ Achieve blinding but avoid meaningful stimulation to the brain ▪ Goal: Mimic TMS’s visual and auditory (+/- tactile) experience but shield the brain from the magnetic fields ▪ Many different sham device techniques
SHAM TMS
*Include a measure assessing success of blinding!
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SLIDE 34 61 studies, large effect size of 0.8 (Hedge’s g) Meta-regression
▪ Placebo response magnitude was positively associated with the year
- f publication (increasing sham
TMS responses over time). ▪ Studies that included patients with treatment-resistant depression had lower placebo responses
QUANTIFYING PLACEBO EFFECTS
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SLIDE 35 VARIABILITY IN PLACEBO RESPONSES
“41.0% of the veterans in the active
treatment group achieved remission of depressive symptoms”*
*No difference from sham group (37%)
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PLACEBO MODULATION OF AMYGDALA
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SLIDE 37 AN EXTREME EXAMPLE…
“Contrary to our primary hypothesis, the number of headache days decreased significantly more in the sham group than in the group treated with active rTMS-DLPFC at eight weeks. Average decrease in headache days was >50% in the sham group, indicating a powerful placebo response.”
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SLIDE 38 Compared inert pill group from escitalopram medication trials to the sham TMS group of TMS trials Reported no significant difference…BUT Methodological limitations ▪ Heterogenous patient populations – “refractory” ▪ Blinding – double vs single ▪ Dated (only included trials 2002-2008)
EVIDENCE FOR “DIFFERENTIAL EFFECT”?
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SLIDE 39 FURTHER RESEARCH?
No studies comparing sham TMS to “no treatment” control
▪ Needed to delineate placebo effects from “other” effects (including activation of coming to hospital for treatment)
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SLIDE 40 Unfavorable impact on statistical power for sham controlled treatment trials
▪ RCT investigating a treatment with a large embedded placebo effect will generally need more subjects to prove efficacy than a treatment with a smaller placebo effect (Kaptchuk et al. 2000)
IMPLICATIONS
Active Placebo
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ONGOING ISSUES…
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SLIDE 42 ISSUES REQUIRING CRITICAL REFLECTION…
How should we measure efficacy? New approaches? How do we leverage enhanced placebo effects?
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QUESTIONS
mburke11@bidmc.harvard.edu
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