Wenbo Yang1, Lijun Song1, Mingan Li1, Boyan Xu2, Zhenghan Yang1, Hao Wang1, and Zhen-chang Wang1
1Department of Radiology, Beijing Friendship Hospital, Capital Medical University, Beijing, China, 2MR Research, GE Healthcare, Beijing, China
Synopsis
Keywords: Neurofluids, Neurofluids
Motivation: Chronic kidney disease (CKD) leads to cognitive impairment; however, the pathophysiology remains unclear.
Goal(s): This study aims to evaluate differences in interstitial fluids (ISF) between patients with CKD and healthy controls, and investigate correlation between ISF circulation with cognitive impairment.
Approach: Spectral diffusion analysis was applied to measure the ISF fraction (fint).
Results: A significant difference in fint was detected between the HD and HC groups in the right basa gangliaand biliteral centrum semiovale(CSO). In the CKD group, MoCA scores were negatively correlated with fint in the biliteral CSO.
Impact: A novel approach to measure ISF exhibits the potential for detecting brain glymphatic dysfunction in patients with CKD, which provides unique insights into the pathological mechanisms of patients on CKD with cognitive impairment.
Introduction
Chronic kidney
disease (CKD) is defined as a decreased glomerular filtration rate of less than
60 mL/min/1.73 m2 that is often accompanied by cognitive impairment1. Since the vascular and neurodegenerative
processes related to clinical dementia cause cell loss which induces an
increase in interstitial fluid (ISF), it can be expeceted that increased ISF
may be present in patients with CKD. In order to maintain homeostasis of the
interstitial space, the glymphatic system is responsible for the exchange of
cerebrospinal fluids (CSF) and ISF2. Enlargement of the perivascular spaces filled
by ISF are characteristic of glymphatic system disorder, but the relationship
between cognitive impairment induced by CKD and ISF remains unclear. ISF can be
examined using the non-negative least squares (NNLS) methodology applied to the
intravoxel incoherent motion (IVIM) data3. Recent studies revealed that changes in the
ISF are associated with cerebral small vessel disease and degenerative
conditions4,5. Our study aims to evaluate
differences in ISF between patients with CKD and healthy controls, and investigate
correlation between ISF circulation with cognitive impairment.Methods
We performed an IVIM imaging assessment and a Montreal Cognitive
Assessment (MoCA) evaluation on 19 patients with CKD. In the study, 17 healthy
controls (HC) underwent brain IVIM imaging.
All participants underwent imaging on a 3T MRI system (Discovery MR750W,
General Electric, Milwaukee, Wisconsin, USA) with an eight-channel phased array
coil.IVIM imaging was performed using a single-shot spin-echo echo planar
imaging sequence (TE/TR=77.2ms/10000ms; acquisition matrix=160×160; number of
slices=16; voxel size=1.5×1.5×3.3mm3), after
applying a cerebrospinal fluid suppression pulse (TI=2230ms). Thirteen b-values
were employed (b=0, 10, 15, 20, 30, 40, 50, 60, 100, 200, 400, 700, 1000s/mm2).
IVIM images were
denoised using local principal component analysis (dipy version
1.5.0) and corrected for head displacements and eddy current distortions
(eddy_correct, FSL version 6.0.7.4). Voxel-wise spectral analysis using NNLS
was conducted to analyze the IVIM data. Following previous studies 4,5, A basis set of 200 logarithmically spaced functions (diffusivity
range of 0.1×10−3
to 1000.0×10−3
mm2/s) was used. The obtained spectrum was subsequently divided into
the parenchymal diffusion range (Dpar, 0.1×10−3 to 1.5×10−3
mm2/s), the intermediate diffusion range (Dint, proxy for
ISF volume, 1.5×10−3
to 4.0×10−3
mm2/s), and the microvascular pseudo-diffusion range (Dmv,
4.0×10−3
to 1000.0×10−3
mm2/s). The
ISF fraction (fint) was quantified by
determining the contribution of the intermediate component to the signal, while
correcting for T1- and T2-relaxation effects. 4,5
The biliteral basa
ganglia (BG) and biliteral centrum semiovale (CSO) were selected as regions of
interests (ROIs), where enlarged PVS are likely to be present. The ROIs were
carefully drawn by one neuroradiologist with 3-years of experience and further
checked by a senier neuroradiologist with 10-years of experience. Mean values
of fint, were extracted for four ROIs. In
Figure 1, diffusion spectrum of voxels in the left BG in patients with CKD are
displayed.
Two independent
sample t-tests were conducted to assess the differences of fint
between the CKD and HC groups in these four ROIs. To investigate the
relationship between MoCA scores and fint, Pearson's correlation
analysis was employed for both the CKD and HC groups within these four ROIs.Results
In the left BG, no
significant difference in fint was found between the two groups (P=
0.41). A significant difference in fint was detected between the CKD
and HC groups in the right BG, left CSO and right CSO (P = 0.04, 0.02, 0.04). (Figure
2)
In the CKD group,
MoCA scores were negatively correlated with fint in both the left
CSO (r = -0.643, P = 0.003) and the right CSO (r = -0.555, P = 0.014). No
significant correlation were found between MoCA scores and the biliteral BG.
(Figure 3)Discussion
In the study,
Significant differences between the CKD group and the HC group were observed in
the majority of ROIs, suggesting that the increased ISF presents in CKD
patients. Our findings may be attributed to factors such as small molecule
toxicants and oxidative stress impacting ISF circulation. The fint
in the bilateral CSO were correlated with MoCA scores, implying that the aberrant
amounts of ISF in the CSO may have a more significant impact on cognitive
impairment in patients with CKD. For further research into glymphatic system
disorder in CKD patents, it will be necessary to expand
the sample size and conduct a more comprehensive study using multimodal MR
techniques.Conclusion
CKD may lead to aberrant
ISF, potentially contributing to cognitive impairment.Acknowledgements
This work was
supported by the Beijing Municipal Administration of Hospitals Clinical
Medicine Development of Special Funding Support (contract grant numbers:
ZYLX201824 and ZYLX202101), Beijing Municipal Administration of Hospital’s
Mission Plan (contract grant number: SML20150101), Beijing Scholars Program
(contract grant number:[2015] 160), Beijing Friendship Hospital, Capital Medical
University (contract grant number: seed project YYZZ202129), Training Fund for
Open Projects at Clinical Institutes and Departments of Capital Medical University
(CCMU2022ZKYXY011), and Natural Science Foundation of China (82202099).References
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