Ekaterina Krupina1, Andrei Valerievich Manzhurtsev2,3,4, Maxim Vadimovich Ublinskiy2,3, Olga Vasilievna Bozhko3, Galina Mamedova5, Vadim Ushakov1,5,6, Natalia Zakharova5, Vasiliy Leonidovich Yarnykh7,8, Denis Andreyuk5, Maxim Borisovich Shlyapnikov5, Georgiy Kostiuk5, and Tolib Abdullaevich Akhadov3
1National Research Nuclear University MEPhI, Moscow, Russian Federation, 2Emanuel Institute of Biochemical Physics of the Russian Academy of Sciences, Moscow, Russian Federation, 3Clinical and Research Institute of Emergency Pediatric Surgery and Trauma, Moscow, Russian Federation, 4Moscow State University, Moscow, Russian Federation, 5Psychiatric Clinical Hospital 1 named N.A. Alekseev., Moscow, Russian Federation, 6Institute for Advanced Brain Studies, Moscow State University, Moscow, Russian Federation, 7Radiology, University of Washington, Seattle, WA, United States, 8Laboratory of Neurobiology, Research Institute of Biology and Biophysics, Tomsk State University, Tomsk, Russian Federation
Synopsis
Keywords: Psychiatric Disorders, Nervous system, myelin, schizophrenia
The purpose of this study is to identify quantitative alterations
of the myelin content using the macromolecular proton fraction (MPF) method. Forty-five subjects, 22 controls and 23 schizophrenia patients participated in the study. A significant decrease in myelination in schizophrenia was observed in the left
and right cerebral cortex and
in the left and right cerebral white matter. No myelination alterations in the entire cerebellum
(not separated into regions) were detected. The differences found in the regional and global
myelination at an early stage of schizophrenia may provide additional
information for understanding the biological mechanisms of the disease.
Introduction.
According
to literature data, there is evidence that brain myelination is impaired in
schizophrenia [1]. The purpose of this study is to identify quantitative alterations
of the myelin content using the macromolecular proton fraction (MPF) method [2]
in various brain structures in patients with schizophrenia at an early stage,
as well as to evaluate the differences in myelination of these structures.
Materials and methods
Forty-five
subjects, 22 controls (10m+12f, 31.6±9.7 y.o.) and 23 schizophrenia patients
(F20.0, 11m+12f, 31.5±5.1 y.o.) participated in the study. Philips Achieva
dStream 3T MRI scanner, standard head coil were used. The magnetization
transfer (TR=20 ms, TE=4.60 ms, FA=10°), T1-weighted (TR=20 ms, TE=4.60 ms,
FA=20°) and PD-weighted (TR=20 ms, TE=4.60 ms, FA=4°) were acquired.
The MPF
maps were reconstructed using special software in C++ (available at
https://www.macromolecularmri.org/). Non-brain structures were removed from the
MPF card using the bet2 function in the MRIcro program. Further, using the FSL
software, MPF maps were co-registered to the standard MNI152 1 mm atlas. The
quantitative myelin values were determined as the average values over the
regions of interest. These areas were the left and right cerebral cortex and cerebral
white matter, and the entire cerebellum. Also, myelination of all cerebral
cortex and cerebellum regions (defined using Harvard Oxford Cortical Atlas and
the Cerebellar Atlas in MNI 152 FLIRT) was acquired.
The
normality of data distribution was assessed using the Shapiro-Wilk test for each
group of subjects. Depending on the result, the Student's t-test or the
Mann-Whitney criterion were used to search for the between-group differences.Results
All data sets were normally distributed. A significant decrease in
myelination in schizophrenia was observed in the left and right cerebral cortex
(by 3%, p=0.03 and by 3.2%, p=0.02, respectively) and in the left and right cerebral
white matter (by 3%, p=0.03 and by 3.3%, p=0.02, respectively). At the same
time, no myelination alterations in the entire cerebellum (not separated into
regions) were detected.
A separate analysis of the cerebral regions of interest revealed a
significant myelination decrease in schizophrenia in Superior Temporal Gyrus
(anterior division), Heschl's Gyrus, Postcentral Gyrus, Lateral Occipital
Cortex (superior division), Precuneous Cortex, Frontal Pole, Paracingulate
Gyrus, Cerebellum left crus 2 and Cerebellum Paramedian Lobule.
In the cerebellum, a significant decrease in myelination in schizophrenia
was found only in Cerebellum left crus 2 and Cerebellum Paramedian Lobule, the
remaining X zones were not significantly different from the norm.
The results are shown in table
1.
The regions with significantly different myelination between the schizophrenia
and normal groups are shown in Fig. 1 and Fig. 2Discussion
The decrease in cerebral myelination in general is
consistent with the results of other studies on the measurement of myelin in
schizophrenia. At the same time, when analyzing the cerebellum as a whole
structure, we showed that its myelination in schizophrenia at an early stage is
not impaired.
Analysis of various cerebral regions demonstrated which
areas are mostly characterized by a decrease in the amount of myelin. A number
of these zones, in particular, the Frontal pole and the Paracingulate Gyrus,
are involved in cognitive processes [3]. At the same time, areas with
significantly lower myelin content in schizophrenia are also present in the
cerebellum. The cognitive role of the cerebellum is critically tied to its
distributed connections throughout the brain. The revealed differences may
indirectly indicate impairment of these connections with other brain
structures.
To sum up, the differences found in the regional and global
myelination at an early stage of schizophrenia may provide additional
information for understanding the biological mechanisms of the development of
this disease.Acknowledgements
Grant RSF 20-15-00299 (partially)References
1.
doi: 10.5498/wjp.v12.i2.264
2.
doi: 10.3389/fnins.2022.819912
3. doi:10.3389/fnsys.2014.00163