Gemma Modinos1, Anna McLaughlin1, Alice Egerton1, Katrina McMullen2, Veena Kumari1, Gareth J Barker1, Christian Keysers3,4, and Steven CR Williams1
1Institute of Psychiatry, Psychology & Neuroscience, King's College London, London, United Kingdom, 2Centre for Brain Health, University of British Columbia, BC, Canada, 3Social Brain Lab, Netherlands Institute for Neuroscience, an institute of the Netherlands Academy for Arts and Sciences KNAW, Amsterdam, Netherlands, 4Psychology, University of Amsterdam, Amsterdam, Netherlands
Synopsis
Our
recent functional magnetic resonance (fMRI) studies reported that elevated
neural responses to emotional stimuli are present in the early stages of
psychotic disorders and in individuals at clinical high risk for psychosis. Our
present study combined fMRI with proton magnetic resonance spectroscopy (1H-MRS)
at 3T and shows that corticolimbic hyperresponsivity to emotion is directly
related to glutamate concentrations in healthy people with subclinical
psychotic-like experiences. These data not only support preclinical animal
models of psychosis by demonstrating an important link between corticolimbic
neurophysiology and neurotransmission, but also suggest a scientific basis for
future development of novel interventions focused on emotional regulation to prevent or
delay progression from the vulnerability to the psychotic state
Purpose
Postmortem,
neuroimaging and genetic evidence indicates that abnormalities in glutamatergic
neurotransmission play a major role in the pathophysiology of schizophrenia1-3. Altered
glutamatergic neurotransmission in corticolimbic areas including the anterior
cingulate cortex (ACC) has been demonstrated in patients with schizophrenia and
individuals at clinical high risk for psychosis4, while separate research has shown abnormal
response to emotion in these groups5. However, the relationship between glutamate
abnormalities and emotional response in schizophrenia is unknown. Schizotypy,
referring to the presence of schizophrenia-like characteristics in healthy
individuals, allows the examination of etiological processes underlying
schizophrenia-spectrum disorders without medication or chronicity confounds6. We examined brain glutamate levels in subjects
with high schizotypy (HS), and whether these are related to functional response
to emotional stimuli.Methods
Healthy
subjects (n=43; 21 HS and 22 low schizotypy, LS) were selected based on their
Oxford and Liverpool Inventory of Feelings and Experiences rating7. Groups were matched on demographic variables. Echo-planar
images sensitive to blood oxygenation level–dependent (BOLD) contrast were
acquired while subjects viewed emotional and neutral pictures to measure
hemodynamic responses on a General Electric Discovery MR750 3T system
(Milwaukee, WI) (TR: 2000 ms; TE: 30 ms; flip angle: 75o; 3.3 x 3.3
x 3.0-mm voxels; field of view: 211; 41 axial sections collected with
sequential (top down) acquisition and 0.3-mm inter-slice gap). Structural data
were acquired by means of a 3D T1-weighted inversion recovery prepared gradient
echo sequence (voxel size: 1.05 x 1.05 x 1.2mm, field of view: 270mm, 196
slices, TR: 7.3 ms, TE: 3.0 ms, inversion time: 400 ms). A proton magnetic
resonance spectrum (1H-MRS; PRESS, Point RESolved Spectroscopy; TE:
30 ms; TR: 3000 ms; 96 averages)
was acquired during the same scanning session to measure glutamate levels in
the ACC, prescribed from the midline sagittal localizer, with
the center of the 20×20×20mm ROI placed 13mm above the anterior section of the
genu of corpus callosum at 90° to the AC-PC line (Figure 1A). Spectra were analyzed using LCModel version
6.3-1 L (http://s-provencher.com/pages/lcmodel.shtml)
and the primary 1H-MRS measure was glutamate corrected for voxel
cerebrospinal fluid. Between-group differences in ACC glutamate concentrations
were examined with an independent samples t-test
in SPSS. After standard preprocessing, statistical analyses of fMRI data were
conducted using the General Linear Model implemented in SPM12. One contrast
image was generated for each participant examining emotional-related
activation, by contrasting all emotional trials vs. neutral trials, which was
then submitted to an independent samples t-test
for second-level analysis. We restricted our analyses to a circuitry involved
in emotional perception (medial prefrontal cortex (MPFC) and ACC, insula,
hippocampus, amygdala and striatum)8,9 using a region of interest (ROI) approach, with
a mask created with Automated Anatomical Labeling as implemented in the
WFU_Pickatlas toolbox in SPM (Figure 1B). We used an initial search threshold of p<.005 uncorrected, to then enforce voxel-wise
correction for multiple testing at p<.05
family-wise error (FWE). The relationship between the BOLD response to
emotional scenes within our network of interest and glutamate levels in the ACC
was investigated by entering the individual glutamate values as covariates in
an ANOVA design with the fMRI contrast images (emotional>neutral). Glutamate
× BOLD response interactions were assessed separately for subjects with LS and
subjects with HS, to then interrogate Group × Glutamate x BOLD response
interactions in the same design matrix. As above, an initial search threshold
was set at p<.005 uncorrected,
to then consider significant regions surviving voxel-wise correction at p<.05 FWE.Results
As
expected, across groups the contrast Emotional > Neutral induced increased
activation in the MPFC, ACC, and bilaterally in the striatum, insula,
hippocampus, and amygdala (Figure 2A). Group comparisons revealed
hyperresponsivity to emotional pictures in HS subjects compared to LS subjects
in the caudate, and at trend level in the ACC, hippocampus, MPFC and putamen (Figure
2B). Spectra obtained were of good quality, with LC Model reporting mean ± SD
signal-to-noise ratio of 25.44 ± 4.5 and line width of 4.83 ± 0.8 Hz, and there
were no significant group differences in any of the parameters relating to
spectral quality or in voxel tissue content.
No
between-group differences were found in glutamate concentrations, or in any of
the other metabolites that could be reliably quantified within the voxel selected
(glutamine, Glx –combined glutamate and glutamine-, myo-inositol, choline, creatine,
and N-Acetylaspartate). Within the HS group, there was a
significant negative correlation between ACC glutamate levels and response to
emotional stimuli in a striatal region spanning adjacent parts of the left
caudate and putamen, as well as in the right caudate, and at trend level in the
MPFC and in the amygdala bilaterally (Figure 3A). Furthermore, there was a
significant interaction between ACC glutamate levels, BOLD response to emotion
and Group in the caudate bilaterally, which was driven by the negative association
in the HS group compared to LS (Figure 3B).Discussion
The
main finding of our study is that individuals with HS showed hyperreactivity to
emotional pictures in the striatum, and marginally in the hippocampus, ACC, and
MPFC. Although there were no significant differences in ACC glutamate
concentrations between the two groups, in HS subjects glutamate levels were
negatively associated with the degree of activation to emotional pictures in
the striatum, as well as marginally in the amygdala and MPFC. These
associations were absent in the LS group.
Future
multimodal studies investigating the pathway linking emotional dysregulation
and the neurotransmitter systems GABA and glutamate in different groups along
the psychosis continuum have the potential to unveil a mechanistic framework
for the development of psychosis.Conclusion
Corticolimbic
hyperresponsivity to emotion in people with HS is related to cortical glutamate
levels, adding to accumulating evidence that abnormal interactions within brain
systems associated with emotional processing are involved in psychosis vulnerability, and supporting the
view that there is neurobiological continuity between subclinical psychotic
experiences in healthy individuals and psychotic experiences in schizophrenia.Acknowledgements
This
work was supported by a Brain & Behavior Research Foundation NARSAD Young
Investigator Grant to G.M. (21200, Lieber Investigator). C.K. was supported by
ERC grant 312511 from the European Research Council of the European Commission.
The authors wish
to thank the National Institute for Health Research (NIHR) Biomedical Research
Centre at South London and Maudsley NHS Foundation Trust and KCL for their
on-going support of our neuroimaging research, and gratefully acknowledge Mr Jeff Dalton and the
MRI radiographers for their expert assistance in this work. We also thank Meghan
O’Sullivan for her help with subject recruitment and scanning, and our study
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