Lin Wang1, Chun-Qiang Lu1, and Shenghong Ju1
1Department of Radiology, Zhongda hospital, Medical school of Southeast university, Nanjing, China, People's Republic of
Synopsis
It has been reported that end-stage renal
disease (ESRD) patients have cognitive decline in all aspects, especially in
attention and executive function, and this is lack of objective noninvasive modalities
to monitor the cognition impairment by now. Resting-stage functional MR which
can detect the change of brain function as a newly-developing imaging method
has been widely used to evaluate the cognitive status in many diseases. Our findings
show the aberrant functional connectivity of frontal-parietal network (FPN) in
ESRD patients, and supported by the results of neuropsychological tests. FPN
functional connectivity may serve as a biomarker to monitor the attention and
executive function impairment in patients with ESRD in the future.Abstract
Purpose:To
investigate the functional connectivity change of the frontal-parietal network
(FPN) in end-stage renal disease (ESRD) dialysis patients using independent
component analysis (ICA) of rest-state functional magnetic resonance imaging
and to correlate the changes of the FPN connectivity with neuropsychological
tests results.
Materials and
methods:
The study was approved by the local Ethics Review Board. Twenty-five volunteers (8
males and 17 females, with the mean age of 51.9 ± 10.4 years old, range 32 to 67)
and forty ESRD patients undergoing standard dialysis (20 males and 20 females,
average 51.6 ± 8.6 years old, range 24 to 70) were recruited. Patients with
history of psychiatric diseases and/or brain stroke as well as other severe
diseases were excluded All enrolled subjects gave their informed consent prior
to the study.
All MR data (FLAIR, BOLD and
3D T1 imaging) were collected with a clinical 3T MR (Verio, Siemens Healthcare,
Erlangen, Germany) and a series of neuropsychological tests were finished after
the MR examination. BOLD data were prepared by using DEPARSF software and ICA
were performed with the GIFT box to isolate the FPN. Due to the z scores can
indirectly provide a measurement of functional connectivity in the FPN, the
intensity values were converted to z scores in each spatial map to determine
which voxels contributed most strongly to an independent component. Maps of the
FPN were compared between the two groups. Pearson correlation analysis was
performed to correlate FPN functional connectivity changes with
neuropsychological test results. Statistics analyses were performed with SPSS
version 18.0 for windows (SPSS Inc., Chicago, Illinois).
Results: All the MR data and 52 neuropsychological tests (20
normal subjects and 32 ESRD patients) data were successfully collected. Patients
with ESRD demonstrated significantly less functional connectivity in the
bilateral inferior parietal lobule (IPL) (P < 0.01 AlphaSim) than did normal
subjects (Figure 1 and Figure 2). The functional connectivity of the right IPL was negatively correlated
with trail making test-A (r = - 0.285, P = 0.041) and trail
making test–B (r = - 0.426, P = 0.002) (Figure 3). Age (P = 0.0896), sex (P = 0.201) and education
years (P = 0.223) between the two groups had no significant difference.
Conclusion: Functional connectivity of the bilateral FPN were
impaired in patients with ESRD, primarily in bilateral IPL. The right IPL
functional connectivity correlated with trail making test–A and B scores, which
means cognitive decline of ESRD patients might associated with FPN functional
connectivity reduction.
Discussion: Many previously published studies (1, 2) focused on different imaging
techniques, such as diffusion-tensor imaging, voxel-based morphometry, have demonstrated
that multiple brain regions, especially the frontal and parietal lobes, had
structural and metabolic abnormalities with cognitive decline in ESRD patients
who had no clinical symptoms. Ni et al (3) also manifest the
default-mode network of ESRD patients is changed and associated with reduced
cognition. Our study shows the similar results in FPN and we observed the
reduction of functional connectivity in bilateral IPL. FPN contributes to
working memory, attention and executive functions (4), so impaired FPN functional
connectivity may contribute to the neurocognitive dysfunctions in ESRD
patients. Our findings were partially supported by the negative correlation
between the average z score of the IPL and the scores of trail making test-A
and B, which domains in attention and executive function. We only observed the
correlation between right IPL and neuropsychological test results, but none
left IPL. These may because of the relatively small sample size or the
intrinsic differences between two cerebral hemisphere. Functional connectivity
of FPN may serve as a noninvasive biomarker to monitor cognitive impairment,
especially attention and executive function impairment, in ESRD patients.
Acknowledgements
No acknowledgement found.References
1. Hsieh TJ, Chang JM, Chuang HY, Ko CH,
Hsieh ML, Liu GC, Hsu JS. End-stage renal disease: in vivo diffusion-tensor
imaging of silent white matter damage. Radiology. 2009;252(2):518-25.
2. Papoiu AD, Emerson NM, Patel TS, Kraft RA,
Valdes-Rodriguez R, Nattkemper LA, Coghill RC, Yosipovitch G. Voxel-based
morphometry and arterial spin labeling fMRI reveal neuropathic and neuroplastic
features of brain processing of itch in end-stage renal disease. Journal of
neurophysiology. 2014;112(7):1729-38.
3. Ni L, Wen J, Zhang LJ, Zhu T, Qi R, Xu Q,
Liang X, Zhong J, Zheng G, Lu GM. Aberrant default-mode functional connectivity
in patients with end-stage renal disease: a resting-state functional MR imaging
study. Radiology. 2014;271(2):543-52.
4. Bush G. Cingulate, frontal, and parietal
cortical dysfunction in attention-deficit/hyperactivity disorder. Biological
psychiatry. 2011;69(12):1160-7.