Functional connectivity of paired default mode network subregions in primary insomnia
Neuropsychiatric Disease and Treatment
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Functional connectivity of paired default mode
network subregions in primary insomnia
This article was published in the following Dove Press journal:
Neuropsychiatric Disease and Treatment
16 December 2015
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Xiao Nie 1,*
Yi Shao 2,*
Si-yu Liu 3
Hai-jun Li 1
Ai-lan Wan 4
Si Nie 1
De-chang Peng 1
Xi-jian Dai 1,5
Department of Radiology, The First
Affiliated Hospital of Nanchang
University, Nangchang, Jiangxi, People’s
Republic of China; 2Department of
Ophthalmology,The First Affiliated
Hospital of Nanchang University,
Nangchang, Jiangxi, People’s Republic
of China; 3Medical College of
Nanchang University, Nangchang,
Jiangxi, People’s Republic of China;
4
Department of Psychosomatic
Medicine, The First Affiliated Hospital
of Nanchang University, Nangchang,
Jiangxi, People’s Republic of China;
5
Brain Cognition and Brain Disease
Institute, Shenzhen Institutes of
Advanced Technology, Chinese
Academy of Sciences, Shenzhen,
People’s Republic of China
1
*These authors contributed equally
to this work
Correspondence: Xi-jian Dai;
De-chang Peng
Department of Radiology, The First
Affiliated Hospital of Nanchang
University, No 17, Yongwai Zheng Street,
Donghu District, Nanchang 330006,
Jiangxi, People’s Republic of China
Tel +86 791 8869 4457
Email ;
Introduction
Primary insomnia (PI), one of the most prevalent health complaints worldwide,
characterized by difficulties in initiating or maintaining sleep, or non-restorative sleep
in the absence of any related medical or psychiatric condition, has been associated with
cognitive deficits, including the attention, memory, decision making, and executive
function.1,2 In spite of a recent increase in the neuroimaging research into the PI, it
has yet to establish a consistent conclusion about its neuropathology,3 especially the
structural studies of the brain volume alterations.4–10 On the functional imaging aspects,
the studies are too few and diverse in methodology to yield any general conclusions.
Altena et al concluded that patients with PI (PIs) are cognitively compromised, as
shown by hypoactivation in the left prefrontal cortex and left inferior frontal gyrus
during task performance.11 Drummond et al12 further investigated the cognitive impairments in the PIs, they found less activation in the thalamus, fronto-parietal cortex, and
cerebellum, and these brain regions normally associated with the working memory and
the motor and visual processing during the cognitive tasks compared with the good
sleepers (GSs).12 Previous study found that the aberrant activation of the insula, which
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http://dx.doi.org/10.2147/NDT.S95224
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Objective: The aim of this study is to explore the resting-state functional connectivity (FC)
differences between the paired default mode network (DMN) subregions in patients with primary insomnia (PIs).
Methods: Forty-two PIs and forty-two age- and sex-matched good sleepers (GSs) were
recruited. All subjects underwent the resting-state functional magnetic resonance imaging scans.
The seed-based region-to-region FC method was used to evaluate the abnormal connectivity
within the DMN subregions between the PIs and the GSs. Pearson correlation analysis was
used to investigate the relationships between the abnormal FC strength within the paired DMN
subregions and the clinical features in PIs.
Results: Compared with the GSs, the PIs showed higher Pittsburgh Sleep Quality Index score,
Hamilton Anxiety Rating Scale score, Hamilton Depression Rating Scale score, Self-Rating
Depression Scale score, Self Rating Anxiety Scale score, Self-Rating Scale of Sleep score, and
Profile of Mood States score (P,0.001). Compared with the GSs, the PIs showed significant
decreased region-to-region FC between the medial prefrontal cortex and the right medial temporal lobe (t=-2.275, P=0.026), and between the left medial temporal lobe and the left inferior
parietal cortices (t=-3.32, P=0.001). The abnormal FC strengths between the DMN subregions
did not correlate with the clinical features.
Conclusion: PIs showed disrupted FC within the DMN subregions.
Keywords: insomnia, functional connectivity, default mode network, functional magnetic
resonance imaging, resting-state, blood oxygenation level dependent
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Nie et al
integrates temporal and bodily states, in arousal networks
may underlie the misperception of sleep quality and subjective distress in insomnia.13 Our previous study found that
both female and male PIs showed different regional homogeneity in the temporal cortex, cingulate cortex, cerebellum,
and frontal gyrus.2 Although these studies provided insights
into the neural events occurring in the PIs, there was far less
evidence for the neuromechanism changes.
It is proposed that the resting-state functional magnetic resonance imaging (rs-fMRI), one of the hot areas in
neuroimaging and one that is suitable for the mechanism
research of central nervous system, can detect the spontaneous neuronal activity of the human brain and provide new
insights into the pathophysiology of disease, because of its
advantages in not requiring exposure to radioactive tracers,
accurate positioning, and ease of combining functional imaging with structural imaging. Functional connectivity (FC) that
is an important part of the rs-fMRI has been widely used as
a technique for unbiased analysis of the brain’s functional
connectome.14,15 Previous studies demonstrated that the PIs
relative to the GSs showed reduced FC between the left
orbitofrontal cortex and the left caudate head,16 and between
the parietal lobe and the frontal lobe.17 Huang et al found
decreased FC mainly between the amygdala and the insula,
striatum, and thalamus, and increased FC mainly between the
amygdala and the premotor cortex and sensorimotor cortex
in the PIs compared with (...truncated)