Zhangzhang Qi1, JiaYing Gong1,2, Long Qian3, and Ying Wang1
1Medical Imaging Center, First Affiliated Hospital of Jinan University, Guangzhou, China, 2Department of Radiology, Six Affiliated Hospital of Sun Yat-sen University, Guangzhou, China, 3MR Research, GE Healthcare, Beijing, China
Synopsis
Resting-state
functional MRI (RS-fMRI) studies have provided evidences for abnormal intrinsic
brain activity in both schizophrenia and Bipolar
disorder, but results are inconsistent. We conducted a meta-analysis of
whole-brain, RS-fMRI studies to explore the Regional Homogeneity (ReHo) differences
between patients with bipolar disorder (BD)
and schizophrenia(SCZ). Our
results suggested that the brain regions with convergent changes of ReHo in SCZ
and BD included the Insular and prefrontalis lobe. While, the occipital lobe
showed divergent change, where the ReHo value in SCZ decreases more. Patients
with SCZ demonstrated much more widespread brain functional damage, including
the decreased ReHo in sensorimotor area.
Introduction
Bipolar disorder (BD) and schizophrenia(SCZ) are severe and highly complex mental disorders with
remarkable heterogeneous symptoms characterized by combinations of dysfunctions
in thoughts, perceptions, emotions and behavior.1 Although BD and SCZ are clinically distinct
disorders, convergent evidence suggests that there are no clear distinguishing
borders between diagnostic categories
for patients with mental
disorders.2 Resting-state functional MRI(rs-fMRI)has proven useful for investigating the pathophysiological
mechanisms of mental illness.3 Although the majority of analytic techniques [functional connectivity (FC),
graph theory, independent component analysis (ICA), etc.for rs-fMRI data
characterize the function of brain network, the local activity cannot be fully
addressed with these approaches. Regional
Homogeneity (ReHo) is the most widely used
to provide information about local activity within a small region of the brain and is strongly recommended as an algorithm for BD and SCZ
studies.4,5 Some of the inconsistent findings of studies comparing ReHo in BD and SCZ might
be related to low statistical power of individual studies as most of the available studies have small sample sizes.
A
meta-analysis can be helpful to increase statistical power and provide
an estimate of the level of differences in ReHo between BD and SCZ. The aim of the present review
is using meta-analytic methods to evaluate published studies which compared the
changes of ReHo value in each brain region in patients with BD or SCZ. We
hypothesized that the change of brain imaging would be associated with the
clinical symptom of BD and SCZ. Methods
First, we conducted a
comprehensive search of studies published between January 1, 2000, and October
1, 2019, using the PubMed, Cochrane, Web of Science, SinoMed, Chinese National
Knowledge Infrastructure and WanFang databases of a total of 36
articles. A meta-analysis of ReHo differences between patients and HCs was conducted
for SZ and BD separately using the Seed-based d
Mapping (SDM) software package (version 6.11 for Windows) in a standard
process (www.sdmproject.com). We performed the analysis as
described in the SDM tutorial and related publications and used MRIcron
software (www.mricro.com/mricron/) to visualize SDM maps. Then a
heterogeneity analysis was conducted using a random effects model with Q
statistics to explore unexplained between-study variability in the results. At
last Meta-regression analyses were carried out to examine the effects of
clinical variables (e.g., illness duration, Positive Syndrome Score (PS),
Negative Syndrome Score (NS) and General Syndrome Score (GS) for SZ; illness
duration, Hamilton depression rating scale [HAMD] score and Young mania rating
scale score [YMRS] for BD), which could potentially influence the analytic
results.Results and disscusion
1. As
illustrated in Fig. 1a, the meta-analytic
brain map showed both increased and decreased ReHo in SZ patients relative to
HCs. Patients with SZ displayed increased ReHo in the bilateral superior
frontal gyrus, bilateral middle frontal gyrus, bilateral inferior frontal
gyrus, bilateral anterior and median cingulate gyrus, right insula, and left
striatum, and decreased ReHo in the bilateral middle temporal gyrus, bilateral
inferior temporal gyrus, bilateral paracentral gyrus, bilateral postcentral
gyrus, left insula, left superior temporal gyrus, left middle occipital gyrus
compared with HCs.
2. As
illustrated in Fig. 1b, the meta-analytic
brain map showed both increased and decreased ReHo in BD patients relative to
HCs. Patients with BD displayed increased ReHo in the bilateral superior
frontal gyrus, bilateral middle frontal gyrus, bilateral inferior frontal
gyrus, and left striatum, and decreased ReHo in the left superior temporal
gyrus, left middle temporal gyrus, left insula, left postcentral gyrus and left
lingual gyrus compared with HCs.
3. As illustrated in Fig. 1c,
the meta-analytic brain map showed decreased ReHo in SZ patients relative to BD
patients.
4. As
illustrated in Fig. 1d, the conjunction
analysis revealed that both SZ and BD had increased ReHo in the bilateral
superior medial frontal cortex and bilateral inferior orbital frontal cortex,
and decreased ReHo in the left insula extending to superior temporal cortex
compared with HCs.
5. In
patients with SZ, meta-regression analysis indicated that longer illness
duration was correlated with greater increase in ReHo of the right insula, and
higher PS score was correlated with greater decrease in ReHo of the right
middle occipital gyrus. In patients with BD, meta-regression analysis indicated
that longer illness duration was correlated with greater decrease in ReHo of
the left cuneus cortex, and higher HAMD score was correlated with greater
decrease in ReHo of the left insula.Conclusion
Our comprehensive meta-analysis suggests that the changes
of ReHo in some brain regions of SCZ and BD are consistent involved the Insular lobe and prefrontalis
lobe. There are also areas that change inconsistently in the occipital lobe of
SCZ where the ReHo value decreases more. Patients with SCZ demonstrated much
more widespread brain functional damage, including the decrease of ReHo in
sensorimotor area, contributing to our
understanding of the progressive pathophysiology of SCZ and BD.Acknowledgements
No acknowledgement found.References
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