Anna Min Wang1,2, Subechhya Pradhan1,2, Akira Sawa3, and Peter B. Barker1,2
1Department of Radiology and Radiological Science, Johns Hopkins University School of Medicine, Baltimore, MD, United States, 2Kennedy Krieger Institute, Baltimore, MD, United States, 3Department of Psychiatry, Johns Hopkins University School of Medicine, Baltimore, MD, United States
Synopsis
The results of a 7T MRS study of a large cohort of
patients with a first episode of psychosis (FEP) and healthy control subjects
(HC) are reported. In patients with FEP, significant reductions in the
neurotransmitters glutamate and GABA were found in selected gray matter
regions, and the neuromodulator NAAG was reduced in white matter. Other
metabolic abnormalities were reduced NAA (suggesting neuroaxonal damage) and
glutathione. Metabolite differences were also found to depend on diagnosis.
This study suggests that 7T MRS is a useful modality for understanding the molecular
pathophysiology of psychosis.
Purpose
MR
spectroscopy (MRS) offers a non-invasive window into the neurochemical changes associated
with psychosis. MRS at 7T offers improved sensitivity and accuracy of detection
of more compounds than at lower field strengths, However, to date there have
been few MRS studies of psychosis using 7T, or in the critical early stages of
the disease (1, 2). The purpose of this study was
therefore to investigate brain biochemical changes using the short TE 7T MRS in
a large cohort of patients with a first episode of psychosis (FEP) and
age-matched healthy control (HC) subjects.
Methods
Subjects: 81 FEP patients (22.4±4.4
y.o., 57 males) and 92 HC subjects (23.3±3.9 y.o., 42 males) were recruited. All
FEP patients were scanned within the first two years of disease onset and were
on antipsychotic medication. FEP patients were classified into sub-groups
according to diagnosis, including schizophrenia (SZ, n = 54) (including
schizophrenia (n=41), schizophreniform disorder (n=2) schizoaffective
disorder (n=11)), bipolar disorder (BP, n = 18), and the remainder (n=9) as
different forms of mood disorders or psychosis NOS (not otherwise
specified).
MR
protocols: All
participants were scanned using a 7T scanner (Philips ‘Achieva’, Netherlands) with
a 32-channel receive head coil. T
1W images were acquired using an
MPRAGE sequence (0.8 mm isotropic resolution). Spectra were recorded from bilateral
thalamus (THAL, 20×30×15 mm
3), left orbitofrontal cortex (OFC;
20×20×20 mm
3), anterior cingulate cortex (ACC; 30×20×20 mm
3),
left dorsolateral prefrontal cortex (DLPFC; 25×20×20 mm
3) and left
centrum semiovale (CSO; 40×20×15 mm
3) using a STEAM sequence
(TE/TM/TR = 14/33/3000 ms, 128 NEX). VAPOR water suppression was used, and a
water-unsuppressed reference was acquired from each voxel.
Data
Analysis: Spectra
were analyzed in LCModel software and a basis set simulated using the ‘VESPA’ package. Metabolite concentrations were normalized
using the unsuppressed water reference. Metabolite concentrations were only
included in further statistical analyses when the corresponding Cramér-Rao
lower bounds was below 20% except for lactate (Lac) and N-acetylaspartate-glutamate
(NAAG) (<30%). MPRAGE images was segmented using ‘SPM8’
and gray matter, white matter (WM) and cerebrospinal fluid (CSF) fractions were
calculated for each MRS voxel. Metabolite concentrations were CSF corrected
except for Lac. Differences in the concentrations of γ-aminobuytric acid
(GABA), glutamate (Glu), glutamine (Gln), glutathione
(GSH), Lac (Lac), N-acetylaspartate (NAA) and NAAG between FEP and HC groups,
as well as between SZ and BP sub-groups were compared using two-tailed unpaired
t-test. False discovery rate (FDR) was used to correct for multiple comparisons.
(significant when p<0.05)
Result
Figure
1a shows T1W images and voxel locations in a healthy control subject.
A representative spectrum from the CSO with the LCModel fit is shown in Figure
1b. The concentrations of GABA and Glu in ACC, NAAG in CSO, NAA in ACC, DLPFC,
OFC and Thal, as well as GSH in Thal were significantly decreased in FEP
patients compared to HC (Figure 2). When comparing FEP metabolite
concentrations between different diagnosis sub-groups, Glu was
significantly lower in the CSO in SZ sub-group compared to BP (Figure 3).Discussion
Reduced
GABA and Glu in cortical regions, especially in the ACC, suggests involvement
of the glutamatergic and GABAergic neurotransmitter systems in FEP (3, 4). NAAG is most abundant in WM,
and the CSO voxel (~ 90% of WM) showed reduced levels of NAAG in FEP, again
suggesting that the glutamatergic system is involved. The widespread decrease
in NAA in FEP in multiple brain regions suggests that, even in the early stage
of psychosis, there was already MRS detectable neuronal loss or damage while no
significant tissue loss was detected in the T1W anatomical images (data
not shown). In addition, the reduction of the GSH might be the indication of oxidative
stress in FEP (5). The finding of reduced Glu in CSO in patients with diagnosis of SZ
(compared to BP) is interesting in that it implies differential involvement of
glutamatergic metabolism in these two diseases. In addition, prediction of
disease type may allow for early effective treatment (6).Conclusion
7T
MRS in FEP revealed multiple metabolic changes in neuronal markers,
neurotransmitters and other compounds; neuronal impairment is reflected by
widespread NAA decreases, while the neurotransmitter systems abnormalities are suggested
by reduced levels of Glu, GABA and NAAG. Differences in Glu between patients
with a diagnosis of SZ and BP suggests differences in the underlying
pathophysiology of these diseases, and may also be useful in making an early
diagnosis and triaging patients to the most appropriate therapy at an earlier
stage.
Acknowledgements
The authors acknowledge Mitsubishi-Tanabe Pharma. Co. Ltd. for the funding support.References
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