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Science
Translational
Medicine
AAAS
Altered Placebo and Drug Labeling Changes the Outcome of Episodic
Migraine Attacks
Slavenka Kam-Hansen et al.
Sci Transl Med 6, 218ra5 (2014);
DOI: 10.1126/scitranslmed.3006175
Editor's Summary
Placebo and Medication Effects in Episodic Migraine
Placebo and medication effects are intimately related in clinical practice and drug development. In new work,
Kam-Hansen et at investigated how information—ranging from "negative" to "neutral" to "positive"—provided to
patients, who received either active drug or placebo, modified their headache pain as measured by patient-reported
pain scores. In a randomized order over six consecutive attacks, 66 patients with episodic migraine received either
placebo or Maxalt (10-mg rizatriptan) under three information conditions (told placebo, told Maxalt or placebo, told
Maxalt). Each participant also reported on an initial no-treatment attack, yielding a total of 459 documented migraine
attacks. Maxalt was superior to placebo for pain relief. Increasing information from negative to neutral to positive
progressively enhanced the effects of both placebo and Maxalt. The efficacy of open-label placebo was superior to
that of no treatment. Relative to no treatment, the placebo, under each information condition, accounted for more than n't
50% of the drug effect. The benefits of placebo persisted even when the placebo was honestly described. Whether
E.
treatment involves medication or placebo, the information provided to patients and the ritual of pill taking are important "
components of medical care.
05
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EFTA01195776
RESEARCH ARTICLE
MIGRAINE
Altered Placebo and Drug Labeling Changes
the Outcome of Episodic Migraine Attacks
Slavenka Kam-Hansen,' Moshe Jakubowske John M. Kelley,14's Irving Kirsch,s'6
David C. Hoaglin/ Ted J. Kaptchulcs* Rami Burstein241.
Information provided to patients is thought to influence placebo and drug effects. In a prospective, within-
subjects, repeated-measures study of 66 subjects with episodic migraine, we investigated how variations in
medication labeling modified placebo and drug effects. An initial attack with no treatment served as a control.
In six subsequent migraine attacks, each participant received either placebo or Maxalt (10-mg rizatriptan)
administered under three information conditions ranging from negative to neutral to positive (told placebo,
told Maxalt or placebo, told Maxalt) (N = 459 documented attacks). Treatment order was randomized. Maxalt
was superior to placebo for pain relief. When participants were given placebo labeled as (i) placebo, (ii) Maxalt
or placebo, and (iii) Maxalt, the placebo effect increased progressively. Maxalt had a similar progressive boost
when labeled with these three labels. The efficacies of Maxalt labeled as placebo and placebo labeled as Maxalt
were similar. The efficacy of open-label placebo was superior to that of no treatment. Relative to no treatment,
the placebo, under each information condition, accounted for more than 50% of the drug effect. Increasing
"positive" information incrementally boosted the efficacy of both placebo and medication during migraine
attacks. The benefits of placebo persisted even if placebo was honestly described. Whether treatment involves
medication or placebo, the information provided to patients and the ritual of pill taking are important compo-
nents of care.
INTRODUCTION
It is generally thought that placebo and medication efficacies are in-
fluenced by contextual factors such as the expectations embedded in
the information clinicians provide (I). Much of the evidence for such
beliefs is based on "balanced placebo design" experiments concerning
mostly addictive or stimulant substances or their placebo controls that
disentangle and reassemble placebo and medication effects by provid-
ing subjects with various statements, including true and false informa-
tion. These between-subjects studies have shown that information can
significantly modulate the impact of such substances 0-6).
To ascertain whether these findings apply in a clinical condition, we
used a randomized 2 x 3 within-subjects expanded "balanced placebo
design" to test the hypothesis that, in acute migraine, clinical outcomes
with both placebo and medication treatment would increase progres-
sively as information varied from negative (0% chance of receiving
active medication) to uncertain (50% chance of medication) to positive
(100% dunce) (ClinicalTrials.gov identifier. NCT00719134). A seventh
session provided a no-treatment baseline As secondary questions, we
planned to examine whether medication with negative information was
different from placebo with positive information and whether open-label
placebo was superior to no-treatment control. In an exploratory fashion.
we also planned to examine whether the difference between medication
'Department of Neurology. Beth Israel Deaconess Medical Center, Harvard Medical
School. Boston, MA 02215. USA "Depanment of Anesthesia and Critical Care. Beth Israel
Deaconess Medical Center. Kinard Medical School. Bosun MA 02215, USA
rychialogy
Department, Endicott College. Beverly. MA 01915. USA Massachusetts General Hospital
Harvard Medical School Boston. MA 02114. USA. 'Program n Placebo Studies and the
Therapeutic &counter. Beth luael Deaconess Medical Center. Harvard Medical School,
Boston. MA 02215, USA. °School of Psychobgy. Plymouth Unersity, Plymouth PL4 8AA.
UK 'Independent consultant. Sectary. MA 01776. USA
'These authors contributed equally to this work
(Corresponding author. E-mail. rbuisleiCohidmclarvardedu
and placebo changed under varying information conditions. We used
migraine headache as a model because it is a naturally recurring neu-
rological disorder of unilateral throbbing headache associated with
variable incidence of aura, nausea, photophobia, allodynia, fatigue,
and irritability (7). The recurring nature of migraine allowed us to
compare for each subject the efficacies of treatment and placebo over con-
secutive attacks using varying conditions of information.
RESULTS
Study design
Participants were required to document one untreated attack at the
beginning of the study and six subsequent attacks randomly as-
signed for treatment with a pill of rizatriptan (10-mg Maxalt) or
placebo, each labeled once as "Maxalt," once as "placebo," and once
as "Maxalt or placebo" (Fig. 1 and Table 1). They were asked to
record one pain score 30 min after the onset of headache (baseline),
take the study pill at the same baseline time (but not in an untreated
attack), and record a second pain score 23 hours after the onset of head-
ache. Rescue medications were provided for each attack to be used as
needed 25 hours after the onset of headache Baseline pain scores were
reported in 459 attacks, whereas the 2.5-hour pain scores were re-
ported in 435 attacks. Using additional information available in
the diaries, we were able to impute 18 of the missing pain scores at
2.5 hours, resulting in 453 analyzable attacks (Table 2 and table S1).
Generalized linear mixed models were used to analyze the data as de-
scribed in detail in Materials and Methods and Supplementary Methods.
Participant enrollment and characteristics
Of 98 persons prescreened for eligibility between December 2008
and larch 2010, 19 were excluded for reasons listed in table S2,
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Two attacks
No treatment (first attack)
Rescue MediCela:il
1 Maxalt and 2 naproxen
II you we nee pan4 roe 2.5 hours
alter migrant angel. you may take all 3
pas fl cis antelope al to same lime
Study thug labels (attacks 1-6)
Negative information
(-placebo' labeling)
Envelope MI: Study drug
Take pll 30 mn *et migraine onset
This envelope contains:
Placebo
Irranadive)
Two attacks
Neutral information
(unspecilied labeling)
Envelope a t: Study drug
Take pill 30 min after migraine creel
This envelope contests:
Maxalt or Placebo
(act? e) (nosedive)
Two attacks
Positive information
(Waxe' labeling)
Envelope II: Study drug
Take pit 30 min after migraine onset
This envelope contains:
Malian
latiNe)
Jr
Actual pill
Actual pill
Actual pill
Actual pill
Actual pill
Actual pill
Placebo
Maxalt
PlaceOo
1.1axalt
Placebo
Maxall
Fig. 1. Labeling of the "study drug" and optional "rescue medkations" envelopes. The study drug
envelope was labeled "placebo" (two attacks), "Maxalt or placebo" (two attacks), or "Maxalt" (two attacks)
to provide negative, neutral, or positive Information, respectively. Subjects were instructed to open the
envelope and take the p11 30 min after onset of headache. They were asked to refrain from taking rescue
medications during the first 2.5 hours of each attack, Including attack 1 (no treatment).
Table 1. Study design combining three types of labeling and two types
of treatment
Labeling of treatment pill
Accuracy of treatment labeling
Given placebo pill Given Maxalt pill
Placebo (negative information)
Maxalt or placebo
(neutral information)
Maxalt (positive information)
Correct
Correct
Incorrect
Incorrect
Correct
Correct
and 3 declined to participate. The remaining 76 persons signed the
consent form, but 10 of them dropped out of the study for various
reasons (Fig. 2). The demographic characteristics of the 66 partici-
pants and the 10 dropouts were very similar (table S3). Participants
had experienced a median of 4 episodic migraine attacks per month
[interquartile range (IQR), 2 to 8), cumulatively lasting a median of 4
(IQR, 3 to 8) migraine days per month (table S4); 25% of them used
migraine prophylactic drugs. Of the 66 participants, 51 provided
complete data on all seven attacks, and 15 submitted incomplete data
on one to three attacks and complete data on the remaining attacks
(Fig. 2). None of the subjects reported any unexpected adverse event
other than the typical side effects listed in the drug information.
Primary endpoint
The primary outcome measure was the
change in headache between the baseline
pain score recorded 30 min after the on-
set of headache and the pain score recorded
2 hours later. Baseline average pain scores,
measured on a numerical scale ranging
from 0 (no pain) to 10 (maximal pain), at
time of treatment were comparable among
the six treated migraine attacks (P = 015)
(Table 2). Compared with baseline, the typ-
ical pain score in the untreated attack was
higher after 2 hours (P = 0037) in the trea-
ted attacks, the typical pain score was
lower after 2 hours (P 5 0.015). Table 2
provides the means and SDs of pain scores
at 30 min and 25 hours by experimental
condition.
Both labeling of the pill ("placebo,"
"Maxalt or placebo," "Maxalt") (P = 0.010)
and treatment (Maxak placebo) (P < 0.001)
had statistically significant effects on the
difference in pain scores between baseline
and 2 hours after treatment, but the two
factors had no significant interaction (P =
037). The lack of a significant interaction
allowed the labeling effect to be summa-
rized across treatments and the drug effect
to be summarized across labels. The typ-
ical decrease in pain score was 26.1% [con-
fidence interval (Cl), 182 to 332161 with
"placebo" labeling, 40.1% (CI, 32.1 to
47.0%) with "Maxalt or placebo" label- pi
ing, and 395% (CI, 31/ to 46.5%) with "Maxalt" labeling. The typical EE
decrease in pain score was 47.6% (CI, 41.5 to 53.0%) for Maxalt treat- 2
ment versus 20.7% (CI, 14.3 to 26.7%) for placebo treatment.
In secondary analyses, we found that even when placebo treat- m
ment was labeled accurately and openly described as placebo, pain .2
scores typically decreased by 145% (CI, 2.9 to 24.6%). This contrasted
significantly with the untreated attack (P = 0.001), during which pain
scores typically rose by 15.4% (CI, 0.9 to 31.9%). The efficacy of 10-mg
Maxalt that was mislabeled as placebo was not significantly different
from the efficacy of placebo treatment that was mislabeled as Maxalt
(36.1 versus 24.6%, P = 0.127, Fig. 3).
Notably, the placebo effect in this experiment was quite robust and
more than half as large as the effect of Maxalt treatment. Relative to
the no-treatment condition (15.4% increase in pain), the effect of pla-
cebo under "placebo" labeling (145 + 15.4%) was 60.0% as large as the
corresponding effect of Maxalt treatment (36.1 + 15.4%). Similarly, the
placebo effect was 59.8% as large as the Maxalt effect under "Nlaxalt"
labeling and 55.3% as large under "Maxalt or placebo" labeling.
Secondary endpoint
A secondary measure of attack outcome was based on categorical clas-
sification of the pain freedom (pain score = 0) 2.5 hours after onset
of headache. The proportion of participants who were pain-free var-
ied significantly among the six treated attacks (P < 0001). Treatment
had statistically significant effects (P < 0.001), but labeling did not
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Table 2. Mean pain scores in the seven study attacks.
Number of attacks (n) and mean
(SD) pain scores
Pill
Label
Available
values
Available
values
Available and
imputed
values
it 0.5 hour n 2.5 hours n 2.5 hours
None
No treatment
66 4.6 (12) 63
5.3 (2.4)
66
5.4 (2.4)
Placebo
Placebo
65 5.9 (2.1) 57
4.8 (3.0)
63
5.0 (3.0)
Maxalt or placebo 66 5.7 (2.0) 63
4.2 (2.6)
66 43 (2.7)
Maxalt
66 5.7 (2.0) 62
4.2 (2.9)
65 42 (2.9)
Maxalt
Placebo
65 5.6 (2.1) 63
3.3 (2.9)
65
3.4 (3.0)
Maxalt or placebo 65 5.5 (2.0) 64
2.4 (2.8)
65
2.4 (2.8)
Maxalt
66 5.6 (1.9) 63
2.5 (3.0)
63
23 (3.0)
Total number of attacks 459
435
453
98 prescreened for eligibility
22 excluded:
19 did not meet inclusion criteria
3 declined to participate
76 enrolled to documen seven migraine attacks:
1 untreated attack 6 attacks treated in randomized order
9 lost to follow-ups
I Sopped out for a personal reasons
66 ccatinued as planned
51 provided complete intormation tor all 7 attacks
IS provided incomplete information on some attacks
Fig. 2. Flow diagram of disposition of patients, after the Consolidated
Standards for Reporting of Trials (CONSORT). The steps lead from pre-
screening to collection of the data used in the analysis. The diagram shows
the extent of exclusions, loss to follow-up, and missing data. 'Nine subjects
submitted no diary (two relocated, three withdrew from the study, and four
gave no specific reason). °One subject withdrew after submitting a diary
for the untreated attack.
(P = 0.053); treatment and labeling had no significant interaction
(P = 0.48) (Fig. 4). The typical percentage of participants who were
free from pain was 25.5% (CI, 172 to 36.0%) for all Maxalt treatments
versus 6.6% (CI, 3.4 to 122%) for all placebo treatments. The typical
percentage of participants who were pain-free was 16.6% (CI, 9.6 to
27.3%) for "Maxalt" labeling versus 9.2% (CI, 4.7 to 17.2%) for "pla-
cebo" labeling (P = 0.082). The typical percentage of participants who
were pain-free for "Maxalt or placebo" labeling was 15.5% (CI, 8.8
to 25.9%).
Unlike the primary endpoint, the proportion of participants who
were pain-free during the no-treatment condition (0.7%) was not sta-
tistically different from when participants took open-label placebo
(5.7%). As with the primary endpoint, the proportion of participants
pain-free after treatment was not statistically different between Maxalt
treatment mislabeled as placebo (14.6%) and placebo treatment mis-
labeled as Maxalt (7.7%). The resulting therapeutic gain (that is, drug-
placebo difference) was 8.8 percentage points under "placebo" labeling n
[odds ratio (OR), 2.80j, 26.6 percentage points under "Maxalt or pla-
cebo" labeling (OR, 7.19), and 24.6 percentage points under "Ivlaxalt" a
labeling (OR, 5.70).
cci
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to
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40 -
Fir)
20 -
O
I
-20 —
En -SO —
-60 —
Labeling:
Treatment:
NT
Placebo pill
Maxalt pill
Fig. 3. Changes In headache Intensity as a percentage of the 30-min
pain score. The data are estimates for the seven experimental conditions,
with 95% Cis, from the generalized linear mixed model (table 58). The es-
timates for the three types of information (labeling) are grouped according
to whether the treatment was a placebo pill (blue) or a Maxalt pill (red). The
within-subjects design of this study allowed each subject to serve as his or
her own control, whkh substantially increased statistical power. Conse-
quently, 95% Cls cannot be Interpreted in the same manner as in a typical
between-subjects study. Thus, two groups can differ significantly even
when the mean for one group falls within the 95% CI for the other group.
NT, no treatment I), "placebo" label; U, unspecified "Maxalt or placebo" la-
bel; M, "Maxair label
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Pain-free outcome (% of subjects)
SO -
40 -
30 -
20 -
10-
0
Labeling:
P
U
M
P
U
M
Treatment:
NT
Placebo pill
Maxalt pill
Fig. 4. Percentage of subJeds who reported being pain-free 2.5 hours
after onset of headache. The data are estimates for the seven experirnen-
tat conditions, with 95% Cis, from the mixed•effects logistic regression
model (table 513). The estimates for the three types of information (label-
ing) are grouped according to whether the treatment was a placebo pill
(blue) or a Maxalt pill (red). NT, no treatment P. 'placebo" labet U, unspe-
cified "Maxalt or placebo" label; M, "Maxalt" label.
DISCUSSION
By manipulating the information provided to patients, our primary
analysis showed that the magnitude of headache relief induced by
Maxalt (10-mg rizatriptan), as well as that of placebo, was lowest when
pills were labeled as placebo, and higher when pills had uncertain
labeling or wee labeled as active medication. Two other findings were
that (i) placebo treatment mislabeled as 10-mg Maxalt reduced head-
ache severity as effectively as did Maxalt mislabeled as placebo, and (ii)
open-label placebo treatment was superior to no treatment. We con-
dude that raising the likelihood of receiving active treatment for pain
relief significantly contributed to increased success rate of triptan ther-
apy for migraine, that open-label placebo treatment may have an im-
portant therapeutic benefit, and that placebo and medication effects
can be modulated by expectancies.
Although Maxalt was superior to placebo under each type of
information, we were surprised that the efficacy of Maxalt mislabeled
as placebo was not significantly better than the efficacy of placebo mis-
labeled as Maxalt. We were also surprised to find that open-label pla-
cebo treatment induced pain relief as compared with the worsening of
pain during the untreated attack. A therapeutic benefit of open-label
placebo versus no treatment was also recently reported for patients
with irritable bowel syndrome in a randomized controlled study (8)
and in a pilot study in depression (9).
One of our exploratory goals was to assess whether information
provided to patients can influence the net therapeutic gain of drug
treatment (drug efficacy minus placebo efficacy). We found that the
difference in pain-free outcome between Maxalt and placebo was re-
duced by negative information (9 percentage points) compared with
neutral (27 percentage points) or positive information (25 percentage
points). The results for the primary endpoint were in the same direction,
but less marked (214 304 and 26.9 percentage points for negative, neu-
tral, and positive information, respectively). The reduced therapeutic
gain when negative information was provided to patients appeared to
reflect a decrease in the efficacy of the drug rather than an increase in
the efficacy of the placebo treatment, a conclusion supported by a re-
cent imaging study (10). In the context of triptan therapy for migraine,
our data suggest that the therapeutic gains cannot be improved by de-
creasing positive information; in fact, lower expectations may reduce
drug-placebo differences.
In the placebo literature, expectancy is usually defined as the sub-
jective probability of the occurrence of a certain clinical outcome (11).
Many placebo researchers would have considered our provision of
positive, neutral, and negative information as a method for manipu- ,.
lating expectancy (12, B). However, we did not assess expectancies in c
our within-subjects experiment because we thought such queries might "
cause patients to question the accuracy of the information we provided. oti
Therefore, we cannot assert with certainty that our manipulation worked cc;
through changes in conscious or nonconscious expectations due to the 2
information provided (14). We also did not Issns blinding to avoid sus- 4
picions in a within-subjects design. Because our study used deception, its
applicability to routine clinical care is limited, and the present findings °co
are essentially a proof of concept. It would be important to expand our
findings with experimental manipulations of expectancy considered et
ethical in clinical practice.
To our knowledge, only one between-subjects study previously ex- 8
ambled clinical pain responses of placebo under three different infor- rt,
mation sets (13). Thoracotomized patients (n = 38), all of whom were "g
treated postsurgically with a fixed dose of buprenorphine, also received
a basal intravenous infusion of saline solution for the first 3 days after 15
surgery. The patients received three kinds of information concerning E
the saline (i) a rehydrating solution (no additional treatment control), ,eg
(u) either a powerful medication or placebo (uncertain information), or la
(iii) a powerful painkiller (positive information). Request for oral pain 1:05
medication, the primary outcome measure, was lowest with positive s
information, highest in the no additional treatment condition, and in-
termediate in the uncertain condition. Our study improved on this pre- a
ACAS study by using a within-subjects design, including an uncompromised
no-treatment control, and examining both placebo and active treatment
responses.
We were surprised that when Maxalt was labeled "Maxalt or pla-
cebo," it had a numerically greater effect on pain (though statistically
not significant, P = 0385) than when it was labeled "Maxalt" We had
expected that greater certainty of receiving active medication would
result in greater efficacy (as occurred for the placebo experiment de-
scribed above and the placebo treatment in our experiment). Very few
experiments have compared medication under different degrees of
certainty. Some have found that certainty increases medication ef-
ficacy in pain and anxiety (15, 16), whereas other studies, for exam-
ple, in Parkinson's disease (17) and cancer pain (18), have shown
that uncertainty enhances medication effects. A related experiment
with asthmatic patients showed that positive expectations selective-
ly affected placebo but not drug responses (19). Furthermore, an-
thropological investigations have noted that patients assessing
whether treatment is helpful report that the increased vigilance that
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RESEARCH ARTICLE
comes with uncertainty may increase therapeutic efficacy (20). This
conflicting evidence suggests that much research is needed in this
domain.
In conclusion, positive information about active medication con-
tributes to successful treatment of episodic migraine. Medication and
information (which presumably influences expectancies) may be equally
critical for pain relief. The benefits of placebo persist even if placebo
treatment is honestly described. Whether treatment involves medication
or placebo, our study dearly shows that the information provided to
patients and the predictable ritual of pill taking are important compo-
nents of care (21). Further research is warranted to investigate the
application of our findings to clinical practice and research design.
MATERIALS AND METHODS
Study design
The study followed migraine headache subjects over seven migraine
attacks (ClinicalTrials.gov identifier. NCT00719134). Baseline pain in-
tensity in the absence of treatment was measured in an untreated first
attack Then, subjects self-reported response to treatment over the
next six attacks, for which they were given one of two treatments
(Maxalt or placebo) labeled in one of three ways (Maxalt, placebo,
Maxalt or placebo) with labels that were true (for four attacks) or false
(for two attacks) (Fig. 1 and Table 1).
Participants
Participants were recruited from Beth Israel Deaconess Medical Cen-
ter outpatient clinics: they signed an informed consent in a prescreen-
ing visit and met with investigators (S.IC-H. and R.B.) to determine
eligibility. Participants were eligible if they met the criteria of the
International Headache Classification Committee for Migraine (7),
had suffered from episodic migraine attacks (with and without aura)
in the past 3 years, and were at least 18 years old. Excluded were non-
migraine headache, peripheral nervous system injuries, chronic pain
conditions, opioid use, cardiovascular or cerebrovascular disorders,
cardiac risk factors, or uncontrolled hypertension. Eligible patients
were informed that the purpose of the study was to understand the ef-
fects of 10-mg rizatriptan (orally disintegrating melting tablet, brand
name Maxalt-MLT, Merck and Co. Inc.) and placebo treatment (micro-
crystalline cellulose, Merck) on acute migraine (Supplementary Methods:
Scripted Information Read to Participants).
Medications
At the end of the prescreening visit, each patient received seven sealed
white envelopes, one for each successive migraine attack The envelope
for the first attack ("no treatment") contained a five-page diary concern-
ing details of symptomatolog and a small brown envelope containing
rescue medications (one 10-mg Maxalt and two 220-mg naproxen for
relief 25 hours after attack onset) (Fig. 1 and Supplementary Methods).
Envelopes for the subsequent six attacks contained a four-page diary
and two small brown envelopes, one labeled "study drug" (to be taken
30 min after headache onset) and the other "rescue medication" (con-
taining one 10-mg Maxalt and two 220-mg naproxen, to be taken
2.5 hours after headache onset if the study drug was ineffective). Pa-
tients were instructed to open only one white envelope at the beginning
of each attack, to do so in the exact order indicated on the envelopes
(treatments I through 6 in sequence), and to call the responsible phy-
sician anytime (S.K.-H.) to report any adverse event or if they had
question& Patients were also told that, if needed, they could use the res-
cue medications 2.5 hours after the onset of the attack
Intervention
The study intervention was manipulation of information about study
pill identity to assess the effects of that information on treatment ef-
ficacy. At the time of study enrollment, patients were informed that
the study drug envelope contained 10-mg Maxalt or placebo, that
Maxalt is a medication for aborting migraine headache, that it works
best when taken 30 min after onset of headache, and that the placebo
pill looks and tastes the same as the Maxalt pill but contains no active
medication. They were also informed that for the six study migraine
attacks after the baseline attack, the brown study drug envelope would
be labeled "Maxalt," "placebo," or "Maxalt or placebo" for three ran-
domly ordered pairs of treatments. It was not disclosed to them that
two of the six study drug envelopes were labeled incorrectly: one en-
velope containing a placebo tablet was mislabeled as Maxalt (to max-
imize placebo effect), and one envelope containing a tablet of Max.*
was mislabeled as placebo (to minimize drug effect). Exemption from
full transparency for the two attacks that involved deception was
granted by the institutional review board in compliance with the four
criteria specified by Federal Regulation 46.116c (http://wwwits.gov/
ohrp/humansubjects/guidance/45cfr46.htm1446.116) for Protection
of Human Subjects (accessed 31 May 2012) because the deception in-
volved minimal additional risk, did not adversely affect the rights and wel-
fare of the patients, was necessary to practically answer an important
question, and was followed with a full debriefing at the end of the study.
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Randomization
Patients were randomly assigned in blocks of eight to eight sequence .g
patterns that balanced the order of the two treatments and three types
of information (Supplementary Methods: Randomization of Treat- 15
ment and Treatment Labeling table 55). A table summarizing the ran- EE
domination
for each patient was placed in a sealed envelope wg
and given to the treating physician (SIC-H.), to be opened in case of -ta
unexpected reaction or medical emergency. All study personnel were list
blind to treatment allocation.
O
Outcomes
The primary study outcome was the percentage change from baseline
in headache intensity 2 hours after treatment using self-reported pain
assessments obtained from diary entries that subjects completed during
each attack at home. The secondary study outcome was the proportion
of patients pain-free 2 hours after treatment. Pain level was assessed
on a discrete numerical scale ranging from 0 (no pain) to 10 (maximal
pain). Subjects returned completed diaries after each attack
Statistical analysis
Our statistical analysis, detailed methods, and additional supporting
data can be found in Supplementary Materials and tables S6 to 514.
Briefly, our main objective was to assess whether the effect on the pri-
mary and secondary endpoints differed among the three types of in-
formation and whether the effect differed between the two treatments.
We also made exploratory comparisons. For the primary endpoint,
change in headache intensity from baseline to 2 hours after treatment,
we used generalized linear mixed models with a normal random com-
ponent and a logarithmic link function to analyze the pain scores.
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Because the systematic component of the model is on the logarithmic
scale, estimates of differences in its parameters translate into estimates
of ratios on the pain score scale, which one can interpret as percent-
age increase or decrease. These approximate ratios of averages are not
literally ratios of means (or means of ratios). Phrases such as "typical
value" reflect this feature of the analysis; one can interpret "typical
values" as similar to means. For the secondary endpoint, the propor-
tion of patients who were free from pain 2 hours after treatment, we
used a mixed-effects logistic regression model to analyze the individual
dichotomous outcomes. Its systematic component on the log-odds
scale yields estimates that translate So odds, probabilities, and ORs.
Preliminary analysis of each endpoint verified that the eight sequence
patterns had no statistically significant effects on treatment outcomes
and no interactions with labeling or with treatment. Seven participant
baseline characteristics (age, sex, family history, years of migraine, attacks
per month, migraine days per month, triptan history) were potential
covariates, but when added jointly to the primary and secondary mod-
els, none were statistically significant. In an exploratory manner, we
examined several prespecified pairwise comparisons (“Maxak labeled
placebo" versus "placebo labeled Maxalt"; "placebo labeled placebo"
versus "no treatment") and whether the therapeutic gain (the differ-
ence between Maxalt and placebo) differed among the information
conditions.
To deal with missing data, we compared the background charac-
teristics of participants who provided no data on any treated attack
(dropouts) with those of participants who provided some or all data,
using t tests for continuous characteristics and Fsher's exact test for
dichotomous characteristics; continuous background variables were
expressed as mean (SD) or as median and quartiles (when the data
were clearly skewed), and missingness from patients who did not con-
tribute any data to the study was considered uninformative. When a
pain score 2 hours after treatment was missing because the subject
resorted prematurely to rescue medications, the missing value was
imputed using either the pain score at 30 min or a subsequent higher
pain score. Missing pain scores not associated with premature rescue
treatment (for example, the patient fell asleep) were not imputed.
SUPPLEMENTARY MATERIALS
wwwaciencetranalatnnalmecicineorg/cgi/ccatentAullf6/218/218m5/DC1
Methods
Scripted Information Read to Participants
Randomisation of Treatment and Treatment Labeling
Missing Data
Malyses of Primary Endpoint—Fitting the Main Model
Malyses of Secondary Endpoint
Table St Reasons for excluding 19 of the prescreened subjects.
Table 52. Background characteristics of participants and dropouts.
Table Si Selected mantles of ronctentanous badtgrosnd characteristics of the 66 participants.
Table 54. Incidence of missing pain scores and data imputation.
Table SS. Structure of the eight treatment sequences and assignment of subjects to treatment
sequences.
Table 56. Distribution of attacks with enputed pain scores and pain freedom at 2S hours.
Table 57. Estimates of parameters in the main model lor the pain scores including the imputed
pain scores at 25 hours.
Table St Percentage decrease in the estimated average pain store from 30 min to 2.5 hours
under the seven experimental conditions morn an analysis that included imputed pain scores
at 25 hours).
Table St Estenates of parameters n the covariate model for the pain scores Including the
imputed pain scores at 25 horn.
Table 510. Estimates of cidference (25 hours minus 30 min) on the primary endpoint for key
contrasts involving treatment and labeling.
Table 511. Sensitivity analysis of the main model for the pain scores.
Table 512. Estimates of parameters in the main model kg pain freedom at 25 hours.
Table 513. Estimated probability of being pain-free 2 hours after treatment under the seven
experimental conditions If tom an analysis that included imputed pan scores at 25 Noun).
Table S14. Estimates of difference (25 hours minus 30 min) ea the secondary endpoint for key
contrasts involving treatment and labeling.
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Adtnowledgments: We thank N. Nighelli for administrative. technical, and logistic support.
Functions Primary funding source Merck and Co. Inc. RB. received grant support from Merck
and Co. Inc. and from the Null (ROI N5069847, R37 NS079678).T.J.K and J.M.K. were partiaBy
supported by NI Habana Center For Complementary and Alternstive Medal° E24 AT0040951.
TJ.K was partial., funded by the Blue Guitar Foundation. No funding bodies had any role in
study design. data colection and analysis. decision to publish, or preparation ol the manuscript
both on the submission Form and in the tent of the manuscript Author contributions
1.4.111/414, and MJ: conception and deign of study; D.C14 SALIM& LK, TAK. and RB: anslysis
and interpretation ol the data; A.13..MJ.TJX, DLR. and JAI.K: drat bng of the wade MJ,
RB,D.CH, OAK and LK: critical revision d the article la important intellectual contenb RB.TJ.K.
M.1, MAK, and 0.011: finsl approval of the artide SK41. and RR: provision of study materials or
participants D.C11, MK, and Mi.: statistical analysis J.MK. M.1, 5441, and PS: data collection
and assembly. Competing intentsts: MI authors have completed the 10\11E undorrn discbsure
form at htthWwwwiemje.org/cd_cesclosure.pdf available an request from the corresponding
author). RB. received research support (gran0 for this study from Merck and Co. Inc RB was a
member of Merck's speaker bureau and received honoraria for lectures on topics truckled to the
current study. RB. also Cala& for Atergan The other authors declare no competing interests.
Submitted 20 March 2013
Accepted 12 December 2013
Published 11 January 2014
10.1126/scitranslined.3006175
Citation: S. Kam-Hansen M Jaltubowskk. 1. M. Keky. I. IGnch D. C. lloaglin, T. J. Kaptchuk.
A. Burstein. Altered placebo and drug labeing changes the outcome of episodic migraine
attacks. Su Trans,. Alert 6, 218raS 12014).
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