activation, whereas. OCD pa- tients did not activate right or left inferior striatum ... that call for recruitment of corticostriatal systems, ...... Conference on Functional.
Probing Striatal Function in Obsessive-Compulsive Disorder: A PET Study of Implicit Sequence Learning Scott L. Rauch, M.D. Cary R. Savage, Ph.D. Nathaniel M. Alpert, Ph.D. Darin Dougherty, M.D. Adair Kendrick, B.A. Tim Curran, Ph.D. Halle D. Brown, Ph.D. Peter Manzo, B.A. Alan J. Fischman, M.D., Ph.D. Michael A. Jenike, M.D. Positron
emission
tomography
was
employed
to
contrast the brain activation pattern in patients with obsessive-compulsive disorder (OCD) to that of matched control subjects while they performed an implicit learning task. Although patients and control subjects evidenced comparable learning, imaging data from control subjects indicated bilateral inferior striatal activation, whereas OCD patients did not activate right or left inferior striatum and instead showed bilateral medial temporal activation. The findings further implicate corticostriatal dysfunction in obsessive-compulsive disorder. Furthermore, when OCD patients are confronted with stimuli that call for recruitment of corticostriatal systems, they instead appear to access brain regions normally associated with explicit (conscious) information processing. (The Journal Neurosciences
of Neuropsychiatry 1997; 9:568-573)
and
Clinical
Q
bsessive-compulsive
psychiatric disease, population worldwide.’ disorder.2 The hallmark trusive haviors
disorder
(OCD)
is a common
affecting more than 1% of the It is characterized as an anxiety symptoms of OCD include in-
thoughts (obsessions) as (compulsions). Substantial
well as evidence
ritualistic behas accrued
implicating corticostriatal dysfunction in the pathophysiology of OCD. Neuroimaging studies7 have demonstrated volumetric abnormalities involving the caudate nucleus.78 Imaging studies have also revealed resting hypermetabolism in the orbitofrontal cortex and caudate nucleus7’9’0 (attenuated following successful medication or behavioral therapy’2), as well as increased activation of these same areas when OCD symptoms are provoked.’3 Furthermore, cases have been reported of patients with acquired striatal lesions in which
the
initial
clinical
presentations
are
phenocopies
of OCD.’4 Corticostriatal riety of normal form of learning cedural) learning.’5 to the acquisition companied behavior. quisition nied by
systems are thought to mediate a vafunctions, including a nonconscious called implicit (or more specifically, proImplicit learning and memory refer and expression of information not ac-
by awareness of its content or influence on Explicit learning and memory refer to the acand retrieval of information that is accompaawareness of the learned information and its
Received July 9, 1996; revised October 22, 1996; accepted October 24, 1996. From Massachusetts General Hospital, Charlestown, Massachusetts. Address correspondence to Dr. Rauch, Massachusetts General Hospital-East, Bldg. 149, Thirteenth Street, Room 9130, Charlestown,
MA 02129. Copyright
568
© 1997
American
Psychiatric
VOLUME
Press,
9
#{149} NUMBER
Inc.
4
#{149} FALL
1997
et al.
RAUCH
influence
on behavior.
striatal
Neurologic
pathology
been
shown
learning
(such
to exhibit tasks.16”7 using
have striatal
consistently systems.’5’8.’9
deficits
studies
positron
sources,2#{176} including gest that explicit
with
emission
tomography
learning elsewhere.’5
and
memory
mediated by lateral prefrontal cortex and poral structures (the hippocampal/parahippocampal
medial
tem-
region). OCD text
entails
conscious
of purported
fore
theorized
systems compensate
cognitive
that
typically for
patients
with
reserved dysfunctional
for
via
predicted striatal brain
an implicit
that
by
behavioral
with
to sys-
paradigm.
would
show
of other sequence
time.
Massachusetts
General
consent pation.
was Nine
obtained females
control control:
subjects, 32.3
Hospital.
from with
matched ± 11.1;
for OCD:
with Studies
Written
all subjects OCD and years
reof
informed
prior to partici9 female normal
of age
Delay Before Next Block
Scanning
Baseline
Random
Transmission
Baseline
Random
PET scan
Baseline
Random
Offline
2 minutes
Implicit
Sequence
Offline
2 minutes
Implicit
Sequence
PET scan 2
10 minutes
Implicit
Sequence
PET scan 3
10 minutes
Baseline
Random
PET scan 4
1 minute
Status scan
5 minutes
2 minutes
1
Offline
Debriefing
of psychosis, current major jects
were
tory
of
dures, The in accordance on Human
DESIGN
Stimuli
(mean
± SD,
substance depression,
medically
during PET
by injury,
major
medical
any psychotropic would interfere
sis.’3,25 The
serial
of implicit
sequence
paradigm
time
learning.
entails
had
seizure,
no
his-
neurologic
condition.
No
sub-
to testing. learning paradigm
elsewher&3 for PET data reaction
and
disorder, All sub-
medication, or other with the study proce-
the 4 weeks prior implicit sequence described methods
bipolar abuse.
report
head
or current taken that
been fully the general
the
dependence, or substance healthy
significant
condition,
METHODS
the
described
We
to determine whether paimpaired implicit learning
were conducted of the Subcommittee
fully
Condition
ject had medicine
All procedures quirements
been
impaired
activation an implicit
of reaction
has
of
recruit
processing processing
learning
OCD
sought show
measures
there-
we sought to test this hybrain activation patterns in in matched normal control
and inappropriate while performing
learning task. We also tients with OCD would
might
explicit implicit
sequence
patients
activation systems
we
OCD
paradigm
EXPERIMENTAL
in the con-
dysfunction;
tems. In the current study, pothesis by comparing PET OCD patients with patterns subjects
intrusions
corticostriatal
design: summary of the sequence as well as the corresponding scanner timing. The PET implicit sequence
(PET)
of corticoa variety of
studies,21’
learning
Experimental conditions, status and
implicit
sugare
(conscious)
1.
sequence
activation data from imaging
FIGURE
have
on
of implicit
demonstrated In contrast, functional
known
disease)
performance
Recent
learning
patients
as Huntington’s
(see Figure acquisition
task26
provides
a measure
As previously
presentation
has
1), as have and analydescribed,’5
of asterisks
at one
of
four spatial locations displayed on a computer Subjects were instructed to press one of four key corresponded to one stimulus position,
monitor. keys; each and each
OCD: 14.1 ± 2.4; t = 1.07, df = 16, P = 0.30) were studied as described in Figure 1. Although we routinely attempt to achieve an ethnic and racial representation that accurately reflects the regional clinical population, the vast majority of these subjects were white (control subjects: 8 white, 1 black; OCD: all white). Subjects with
key press (first two
finger presented
OCD
item
df
=
16,
P
were
were
and
outpatients
Compulsive sachusetts were
0.90),
=
Disorders General
recruited
via
right-handed.23
31.7
recruited Clinic Hospital; local OCD
±
education
from
OF
NEUROPSYCHIATRY
15.7
the
advertisements. was
diagnosed
All by
0.13,
=
± 3.6;
Obsessive
and Research Unit normal control
examination and confirmed by structured view.24 Normal control subjects had no Axis I psychiatric disorder; OCD subjects
JOURNAL
t
11.1;
(control:
was performed fingers on each
in blocks of 144 were calculated.
median condition,
reaction times the order of
the stimulus locations was random; for the Implicit Learning condition, unbeknownst to the subjects, a 12repeating
sequence
of implicit learning tage associated with
subjects
random
clinical interhistory of any had no history
the corresponding Stimuli were
trials, and mean For the Baseline
at Massubjects
psychiatric
with hand).
3
blocks
presentation of
Baseline
was
is based blocks
introduced.
of stimuli. trials,
Quantification
on the reaction time of repeating sequence Each then
subject
3 blocks
advanversus
performed of Implicit
Learning trials, then another block of Baseline trials. Debriefing was performed as previously described.15 In order to quantify subjects’ explicit recall for the sequence
569
STRIATAL
FUNCTION
as an index structed
IN OCD
of explicit
contamination,
to generate
visual PET
cues. data
condition eral
the
were via
acquired
CO2
corrected,
whole
relative formed tistical
cerebral
to Talairach parametric
Learning units identify
foci
for
Baseline The
2.58,
multiple
corrected
locations
of
analysis
was
all
P
0.001
activation
rCBF values the stereotactic
interest tivation
(5 pixels determined
A
in the
for
region, condition) values from each
of a 3.09,
secondary
compare
group. of
was region
analysis regions
Then
enof
of acminus (ANOVA;
using
the
Implicit
significant ing data indicated groups
(t
0.81,
=
that
nificantly sequence. Imaging The
control
bilateral significant
570
versus
df
=
df the
=
mean
0.58,
=
15, P = differences
P
measures
0.20), 0.43).
=
inferior
striatum.
activation
in
any
for 0.50;
recall
no
OCD inferior
(learning) OCD
=
175.80
±
are
428.11 370.45 57.65
± 193.89 45.06”
±
obsessive-compulsive
results
2.
knowledge 2 and activation cohort striatal
did
Brain
given
regions
activation Baseline
task t-values (df = 16)
98.61
±
0.58, 0.89, 1.22,
± 84.96 ±
3492b
P P P
0.57
=
0.39 0.24
=
disorder. as mean
median
reaction
times
exhibiting associated
significantly with
in
Group/Brain
versus
Max
Values
Pixel
Coordinatesk
control (caudate) (lenticulate) (lenticulate) cortex cortex
(-BA (-BA
18) 17)
BA
=
Brodmann
6)
2.64 2.65 2.61 3.54 3.09 3.53
-12,11, -8 -13,6, -4 15, 3,0
3.25 3.72 3.13 4.57
-21,44,4 13, -42,4 -22,2,12 57, 7, 16
-6,
-34, 6, -91, 12,
-8 -4
-95,4
area.
‘Values represent the actual maximum pixel value (in z-score units) within the brain region from the statistical parametric map. All loci within the striatum with z 2.58, as well as all loci within the entire data set with z 3.09, are listed. Regional activations with z scores 2.58 correspond to P 0.005 uncorrected for multiple comparisons, or approximately P 0.05 corrected for multiple comparisons, in the context of a priori hypotheses regardmg the striatum. The threshold of z 3.09, corresponds to P 0.001 uncorrected for multiple comparisons. More stringent thresholds would be z 3.50 or 4.20, corresponding to approximately P 0.05
for multiple
hypotheses,
based
comparisons on
the
in the absence number
of pixels
of any in the
Talairach space (27) are expressed as “x, y, z”; x midsagittal plane, y > 0 is anterior to the anterior z > 0 is superior to the intercommissural plane.
>
specific
largest
a
brain
pixel values maps in
0 is right commissure,
of the and
sig-
of the Figure
2.
in the not show territory;
Learning
slice or in the entire image volume, respectively. bCoordinates defining the location of the maximum within each brain region from the statistical parametric
sugnot
Region
Left striatum Left striatum Right striatum Left brainstem Right visual Right visual
corrected
both
increased
Implicit
z score, Max Pixel
priori
OCD:
results were
in Table significant
The
with
1). Debriefgroup and
=
learning
explicit
presented
showed
for
for
nonsignificant beexplicit knowledge
These
by
P
15,
and
of implicit
are
group
contrast,
knowledge =
in
contaminated results
df
learning
advantages
(Table in each
explicit
t
15,
Baseline
difference on 8 subjects
nonsignificant (control:
t = 1.26, tween-group gest
Learning between-group were available
467.40 432.94 34.46
Right hippocampal/parahippocampal Left striatum (lenticulate) Right premotor cortex (-BA
RESULTS
data demonstrated significant evidenced by reaction time
time
OCD
Obsessive-compulsive disorder Left hippocampal/parahippocampal
a three-fac-
variance
performed, of interest.
TABLE
Note:
Behavioral both groups,
reaction
milliseconds (± SD). Behavioral measures were taken from the same test blocks used for the analysis of imaging data. bwithingroup analyses comparing reaction times for the Implicit versus Baseline conditions found significant learning effects for both groups; Normal Control: t = 2.29, df = 8, P = 0.05; OCD: t = 4.95, df = 8, P = 0.001. No significant between-group differences in reaction times were found.
Normal
inferior
about the centroids Implicit Learning
analysis
serial
multiple
search volthe nominal
planned
control
the
0.05
context (z
between groups. This placement of circular
repeated-measures
to
striatum
P
in the locations
directly
on
uncorrected
of the striatal as were
in diameter) via the
contrast
the
uncorrected
to
results
Normal Control
Note:
with
approximately
foci.
performed
Behavioral
aBehavioral
inspected
0.005
1.
Baseline Implicit Difference
trans-
generated,
within
to
or
boundaries stereotactically,
striatal tailed
Baseline
of each
were
were
activation
P
to The defined
were
group, rCBF
was
TABLE
Condition
reflecting
(rCBF)
maps
corresponding
corresponding
tor
contrast
statistical
comparisons,
comparisons).
ume
flow
for multiple comparisons hypotheses), as well as other
priori
blocks
images
blood
of significant
(z scores
in-
without
space.27 Then, for each cohort, a stamap corresponding to the Implicit
minus in z-score.
two
brain-normalized
regional
were
presses
PC4096 PET camera (GenWI) while subjects inhaled for 1 minute. Movement-
Milwaukee,
oxygen-15-labeled
of key
during
a Scanditronix
Electric,
subjects
sequence
they showed no significant activation tum, and left striatal activation was treme dorsolateral locus. Furthermore, showed significant campal/hippocampal trol subjects. Other
activation regions, disparities
VOLUME
in not
9
in the right striaconfined to an exthe OCD group
bilateral parahipposeen in normal conbetween the groups,
#{149} NUMBER
4
#{149} FALL
1997
et at.
RAUCH
FIGURE
2.
PET results: significance
slices were
from
z
PET statistical maps that reflect composite 2.58 for the striatum (P 0.005 uncorrected,
data across all and approximately
subjects P
(n 0.05
=
9) per corrected
group. for
Thresholds multiple
for
comparisons in the context of a priori hypotheses), and z 3.09 for all other territories (corresponding to P 0.001, uncorrected). PET data are superimposed over nominally normal averaged structural magnetic resonance images (a = 8) transformed to Talairach space27 for anatomical reference. All images are transverse sections parallel to the intercommissural plane, shown in conventional neuroimaging orientation (top = anterior; bottom = posterior; right = left; left = right). Each transverse section is labeled with its z coordinate, denoting its position with respect to the intercommissural plane (superior> 0). The group parahippocampal region Control
although
not
group
predicted,
cohort to significantly In the secondary comparison control regions ses.
shows
was
with obsessive-compulsive (left panel), not present
bilateral
included activate analysis
performed
the
region,
failure
between
OCD
within with
repeated-measures
condition)
yielded
a significant
an inferior
territory
of the
OCD
DISCUSSION
a direct
and
inferior
normal
a priori
striatal hypothe-
ANOVA
(group,
group
x condi-
tion interaction (F = 7.34, df = 1,16, P = 0.02), with no significant main effect of group (F = 2.66, df = 1,16, P = 0.12). Post hoc t-tests confirmed that the two groups differed in terms plicit Learning and df
not =
JOURNAL
of inferior condition
during
16, P
OF
=
the
0.60).
NEUROPSYCHIATRY
striatal rCBF (t = 2.57, df Baseline
=
condition
(OCD) shows bilateral activation Control group. At a different
within
visual cortex. of imaging data,
subjects for rCBF values of interest, in accordance A three-factor
activation
disorder in the Normal
during the Im16, P = 0.02) (t
=
0.54,
of striatum
These
initial
pending research, ber
(right
of subjects;
to statistical of the current
trinsic
to
should
As was
spatial
resolution
malization
to Talairach
derscored for which
for experiments regional brain
sumed
present
be
to exist.8
Specifically,
Normal OCD
group.
cautiously
in functional imaging with a modest num-
the
results
of both include
of PET space.
in the
interpreted
is typical conducted errors work
hippocampal/ level, the
the imaging methods localization of activation
particular,
the
not
consequently,
vulnerable itations
by
panel),
findings
replication. this study
of the horizontal
are types. those
Other limthat are in-
employed.’5’ foci is constrained as well
These
that seek volumetric in the
potentially
as spatial
concerns to compare differences
case
of OCD,
In nor-
are
un-
cohorts are prethere
is
571
STRIATAL
FUNCTION
evidence
to suggest
parison
with
date ary
rCBF
on
spatial
scale,
this
although
speak
against could
accuracy
the
for
bility
of
OCD
and
in our
the
rCBF
factors ideally
though
did
perform
circumscribed lection provide between-group On
other
hand,
with handed,
female
out
major
PET ferior
paradigm striatal
of our line
prior
provides
quate
matching,
confounding
comorbidity,
of
populations,
while
PET
findings
ing
that
data
in the
normal
all subjects
that
simultaneously
performance
and
features
due
to inadeor
hetero-
ensuring task
provide
graphically
of on-
These
for confirmin earnest,
and
information
illustrate
about
the brain
and
purported
the
role
of corticostriatal
diating
implicit
showed
no
quence vation results
corticostriatal
the
ferior
territories
tal
dysfunction
circuit
572
purported
are
the
and
or at least
may
a failure
of the OCD participates to mediate
the
reflect
seacti-
PET
parain-
corticostriarecruit
group to activate in the corticostriatal visuospatial
apparent does not
These heuristic
preliminary findings model of OCD: we
of dysfunctional OCD would order
“put
to
process
to rest”
out conscious only helps thoughts
no
in OCD,
but
decrement
cient,
at least
Moreover,
in the
context
fact
that
significant explicit cruitment of medial mous with conscious or explicit ble-though
these
may
also
medial access
research
findings
individuals and
shed
light
of this the
OCD
that,
group
if indeed
seek
the are
altersuffi-
simple did
not
task. exhibit
indicates that mere restructures is not synonyconscious processing, it remains information
temporal structures to the conscious and/or will
neuro-
common disOCD showed
particular
Nonetheless, unproven-that
by studying
with-
on the
of this with
are dysfunctional, being employed
knowledge temporal awareness,
knowledge. as yet
patients networks2#{176}
normal
suggests
systems systems
the
a new in the
Such a conceptualization not phenomenology of intrusive
in performance
corticostriatal processing
systems, explicit
that
medial
to that
is, automatically
and pathophysiology the finding that patients
their native
mains. Future
lend support hypothesized
(that
awareness). to explain the
psychology order. Still,
activation of bilateral reflect a type I error.
material
implicitly
of limnormal
It remains to be activation pattern a type II error and
corticostriatal by accessing
adapt
hy-
to replicate implicit
and
plausipro-
might affective and
have do-
expand
explicit
on
learning
tional
with additional subjects, including cohort. Subsequent projects should
brain
primarily
abnormalities associated
be
treatment
of
great
on
the
in OCD with
interest above
have
a symptomatic
to
explore
an analalso in-
previously been state,4”'’7’9-’3 it the
influence
of
phenomena.
observed
group, and
to normally
cohort’s regions
could
previous
in the OCD in right-sided
striatum,
me-
striatal with
that this temporal
the
volve subjects with purportedly related disorders (such as Tourette’s syndrome4’6’28) as well as other psychiatric comparison populations. Finally, considering that func-
implicit
similar
activations
of activation
of the Failure which
of inferior
systems. striatal represent
use corticostriatal that the disparate cohort does not
not
with
in OCD patients
the
consistent
same15
striatal
absence
this system. visual cortex,
Findings
subjects
employing
on
patients,
is consistent
paradigms ogous male
normally
OCD
decrement
task.
digms.’#{176}Disparate
in
learning,
performance
control
namely
systems
sequence
learning in
dysfunction
in OCD
subjects,
inbi-
systems
recruited.
Despite
activation
normal
individuals confirmed in the OCD
cessed via preferential
reliable
a means the
with-
benefits
risks
cohort,
performed
and
in-
the
error
right-
reproducible by the replication
study
study
against
of
the
of performance.
militate
study
cohorts,
Similarly,
of the geneity
of this
well-matched off medications
and
measures
to
brain.
psychopathology.
findings,’5
behavioral
entire
has yielded as evidenced
colassess
population
patients,
employed activation,
data
a
is required
strengths
homogeneous OCD
for
temporal
in the
support to this of significant
abnormal activation in contexts where
in
Al-
comparison
the
and
comorbid
comparison.
additional the presence
pothesis that OCD involves bic or paralimbic networks’2’3
face with
the
groups
to optimally
noteworthy
a relatively
against Finally,
striatum,
power
steps
between
of subjects
well-characterized
in our
control
case.
direct
over
compara-
militate
of inferior
statistical
of
striatum
a direct
number
differences
the
include
via such
a larger
sufficient
the as quality
patterns
subterritory
from
the
in this
performed
in
mislocalization
likewise
activation
be
we
within
confounds
of brain
should
However,
scheme,
as major
contrasting
cohort. as well
or
precision
resulting
or
groups,
transformation
these
caudate the
transformation,
variance
control
the
medial
present
Furthermore,
influence
variability OCD
lateral
lower
of the second-
involving
of Talairach
within-group
structures
results
aspects of the task,’5 lends terpretation. Furthermore,
cau-
cause
possibility.
adversely
in com-
Decreased could
the this
abnormalities
structures
greater
volume
subjects.8
morphometric and
caudate
control
values,
analysis
other
reduced
normal
volume,
caudate
OCD
IN
learning
the
The authors thank Linda Leahy, Dmitry Berdichevsky, Steve Weise, Avis Loring, and Michael Lee for technical assistance. Work was supported by Grants MH01215 and MH01230 from the National Institute of Mental Health, the Tourette Syndrome Association, Inc., and
the David
Judah
Research
VOLUME
Fund.
9
Dr. Rauch
#{149} NUMBER
4
was sup-
#{149} FALL
1997
et at.
RAUCH
ported in part as a Fellow in the Harvard/MIT Health Sciences and Technology-Beth Israel Hospital Clinician Investigator Training Program in collaboration with
Pfizer, Inc. This work was presented in part at the Second International Conference on Functional Mapping of the Human Brain, Boston, MA, June 17-21, 1996.
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