Synopsis
In this glutamate Chemical Exchange Saturation Transfer (GluCEST) study, typically developing individuals and youth at clinical high
risk for psychosis exhibit subtle, but significant, abnormalities in brain
glutamate, similar to patients with schizophrenia in the entire cortical area. GluCEST
technique holds distinct promise for understanding neurodevelopmental
contributions to schizophrenia pathophysiology.Introduction
The cerebral cortex
undergoes a protracted course of post-natal development during childhood and
through young adulthood
1. In addition to
progressive brain tissue changes, developmental changes in neurotransmitter
availability likely precede or underlie these structural changes
2. There is
strong evidence that pre-frontal cortex (PFC) microcircuitry is abnormal in
neurodevelopmental disorders such as schizophrenia (SZ). Recent evidence
suggests that dysregulation of the dopamine system in SZ could be secondary to
a deficit in glutamate function
2. Alterations in the neurochemical profile in
those at risk for psychosis are less consistent, but suggest these types of
measures may be sensitive to heightened psychosis risk or transition to
psychosis
3,4,5, and are related to volumetric gray matter reductions
critical to the pathogenesis of the disorder
6.
Methods
20
typically developing (TD) youth, 13 individuals at clinical high risk (CR) for
psychosis and 5 young patients with schizophrenia (SZ) participated. All
participants were recruited from the Philadelphia Neurodevelopmental Cohort
7,8 and Brain Behavior Laboratory at the Unversity of Pennsylvania under approved
IRB protocol. We employed a novel
imaging technique—glutamate chemical exchange saturation transfer (GluCEST)
9—to
measure glutamate levels, in vivo, across the cerebrum, with a specific
emphasis on regions of known volume loss in SZ and CR, including the olfactory
system
10,11. An
optimized within-subject acquisition and analysis pipeline was implemented
as shown in Figures 1 & 2.
Participants underwent both 3T and 7T MRI. At 3T, structural images were
acquired and each subject’s image was segmented using FreeSurfer. At 7T, 2D
GluCEST, B
0 and
B
1 maps (5mm
thickness) were collected in axial and mid-sagittal planes. Raw CEST images were acquired at varying saturation
offset frequencies from ±1.5 to ±4.5 ppm (relative to water resonance) with a
step size of ±0.3 ppm. GRE images at two echo times (TE1 = 4.24 ms; TE2 = 5.26
ms) were collected to compute the B
0
map. The B
1 map
was generated from the two images obtained using square preparation pulses with
flip angles 30° and 60°. Overall, acquisition time of CEST images, B
1 and B
0
field maps was approximately 15 minutes. The B
0
and B
1 corrected GluCEST contrasts were then averaged within
automatically derived regions-of-interest (ROIs) from each individual’s
high-resolution 3T structural MRI.
Results
In TD youth, GluCEST values
varied throughout the cortex dependent on brain lobe. Parietal and occipital
lobes show similar GluCEST values and both lobes show greater values than the
frontal lobe. Glutamate values also differ between diagnostic groups. Typically
developing subjects had the highest levels of GluCEST. Patients with
schizophrenia had lower GluCEST values in frontal (15%), parietal (20%) and
occipital (23%) lobes. Youth at risk for
psychosis showed an intermediate pattern (Figure 3A, 3B, 3C). Exploratory
analysis of specific regions-of-interest within each lobe (Figure 4) indicated regions
specificity of GluCEST deficits in psychosis (e.g. Subcallosal cortex, medial
orbitofrontal cortex), in particular for youth at-risk for developing
psychosis.
Discussion
Our preliminary work indicates
typically developing individuals have the highest glutamate values throughout
the cortex while youth at clinical high risk for psychosis exhibit subtle, but
significant, abnormalities in brain glutamate, similar to patients with
schizophrenia. Given the clinical evidence implicating abnormal
neurodevelopment in the pathogenesis of schizophrenia, and the potential
utility of brain structure and function to predict illness vulnerability,
GluCEST holds distinct promise for understanding neurodevelopmental
contributions to schizophrenia pathophysiology. Adolescence is a critical
developmental risk period, during which developmental anomalies or stressors
can greatly increase the subsequent risk of schizophrenia
12. As such, early
intervention requires valid and reliable methods of identifying youths at
highest risk for developing psychosis.
Conclusion
We suggest that, in
addition to neuroanatomical and functional imaging methods, neurochemical
metrics, such as GluCEST, be considered as markers of risk for psychosis.
Acknowledgements
This project was supported
by the National Institute of Health R01MH099156 (BIT), K01MH102609 (DRR), National
Institute of Biomedical Imaging and Bioengineering of the National Institutes
of Health through Grant Number P41-EB015893 and the National Institute of
Neurological Disorders and Stroke through Award Number R01NS087516.References
1. Vandekar,
S.N., Shinohara, R.T., Raznahan, A., Roalf, D.R.., DeLeo, N., Ruparel, K.,
Wolf, D.H., Gur, R.C., Gur, R.E., & Satterthwaite, T.D. Topologically
dissociable patterns of development of the human cerebral cortex. Journal of Neuroscience, 2015; 35(2):599-609.
2. Marsman A, van den Heuvel MP, Klomp DWJ, Kahn RS, Luijten
PR, Pol HEH. Glutamate in schizophrenia: a focused review and meta-analysis of
1H-MRS studies. Schizophrenia Bulletin 2011.
3. Brugger S, Davis JM, Leucht S, Stone JM. Proton magnetic
resonance spectroscopy and illness stage in schizophrenia: a systematic review
and meta-analysis. Biological psychiatry 2011; 69:495-503.
4. Uhl I, Mavrogiorgou P, Norra C, et al. 1H-MR spectroscopy
in ultra-high risk and first episode stages of schizophrenia. Journal of
psychiatric research 2011; 45:1135-1139.
5. de la Fuente-Sandoval C, Leon-Ortiz P, Favila R, et al. Higher
levels of glutamate in the associative-striatum of subjects with prodromal
symptoms of schizophrenia and patients with first-episode psychosis.
Neuropsychopharmacology 2011; 36:1781-1791.
6. Stone JM, Day F, Tsagaraki H, et al. Glutamate dysfunction
in people with prodromal symptoms of psychosis: relationship to gray matter
volume. Biological psychiatry 2009; 66:533-539.
7. Calkins ME, Moore TM, Merikangas KR, et al. The psychosis
spectrum in a young US community sample: findings from the Philadelphia Neurodevelopmental
Cohort. World Psychiatry 2014; 13:296-305.
8. Satterthwaite TD,
Elliott MA, Gerraty RT, et al. An improved framework for confound regression
and filtering for control of motion artifact in the preprocessing of
resting-state functional connectivity data. Neuroimage 2013; 64:240-256.
9. Cai K, Haris M, Singh A, et al. Magnetic resonance imaging
of glutamate. Nat Med.
2012; 18(2):302-6.
10. Moberg PJ, Turetsky BI. Scent of a disorder: olfactory
functioning in schizophrenia. Curr Psychiatry Rep. 2003; 5(4):311-9.
11. Roalf,
D.R., Quarmley, M., Calkins, M.E., Satterthwaite, T.D., Ruparel, K., Elliott,
M.A., Gur, R.C., Gur, R.E., Moberg, P.J., & Turetksy, B.I. Selective
olfactory cortex volume decrements in psychosis spectrum youths. (under
review).
12. Maynard TM,
Sikich L, Lieberman JA, LaMantia AS. Neural development, cell-cell signaling,
and the "two-hit" hypothesis of schizophrenia. Schizophrenia Bulletin
2001; 27:457-476.