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Zhang R, Fu X, Song C, Shi H, Jiao Z. Characterizing Topological Properties of Brain Functional Networks Using Multi-Threshold Derivative for End-Stage Renal Disease with Mild Cognitive Impairment. Brain Sci 2023; 13:1187. [PMID: 37626543 PMCID: PMC10452699 DOI: 10.3390/brainsci13081187] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/07/2023] [Revised: 08/01/2023] [Accepted: 08/07/2023] [Indexed: 08/27/2023] Open
Abstract
Patients with end-stage renal disease (ESRD) experience changes in both the structure and function of their brain networks. In the past, cognitive impairment was often classified based on connectivity features, which only reflected the characteristics of the binary brain network or weighted brain network. It exhibited limited interpretability and stability. This study aims to quantitatively characterize the topological properties of brain functional networks (BFNs) using multi-threshold derivative (MTD), and to establish a new classification framework for end-stage renal disease with mild cognitive impairment (ESRDaMCI). The dynamic BFNs (DBFNs) were constructed and binarized with multiple thresholds, and then their topological properties were extracted from each binary brain network. These properties were then quantified by calculating their derivative curves and expressing them as multi-threshold derivative (MTD) features. The classification results of MTD features were compared with several commonly used DBFN features, and the effectiveness of MTD features in the classification of ESRDaMCI was evaluated based on the classification performance test. The results indicated that the linear fusion of MTD features improved classification performance and outperformed individual MTD features. Its accuracy, sensitivity, and specificity were 85.98 ± 2.92%, 86.10 ± 4.11%, and 81.54 ± 4.27%, respectively. Finally, the feature weights of MTD were analyzed, and MTD-cc had the highest weight percentage of 28.32% in the fused features. The MTD features effectively supplemented traditional feature quantification by addressing the issue of indistinct classification differentiation. It improved the quantification of topological properties and provided more detailed features for diagnosing cognitive disorders.
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Affiliation(s)
- Rupu Zhang
- School of Computer Science and Artificial Intelligence, Changzhou University, Changzhou 213164, China
| | - Xidong Fu
- School of Computer Science and Artificial Intelligence, Changzhou University, Changzhou 213164, China
| | - Chaofan Song
- School of Computer Science and Artificial Intelligence, Changzhou University, Changzhou 213164, China
| | - Haifeng Shi
- Department of Radiology, The Affiliated Changzhou No.2 People’s Hospital of Nanjing Medical University, Changzhou 213003, China
| | - Zhuqing Jiao
- School of Computer Science and Artificial Intelligence, Changzhou University, Changzhou 213164, China
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2
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Cao C, Zhang D, Liu W. Abnormal topological parameters in the default mode network in patients with impaired cognition undergoing maintenance hemodialysis. Front Neurol 2022; 13:951302. [PMID: 36062001 PMCID: PMC9433780 DOI: 10.3389/fneur.2022.951302] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/23/2022] [Accepted: 07/22/2022] [Indexed: 12/05/2022] Open
Abstract
Objective The role of the default mode network (DMN) in the cognitive impairment experienced by patients with end-stage renal disease (ESRD) undergoing maintenance hemodialysis (MHD) remains unknown. This study tested the hypothesis that the topological architecture of the DMN plays a key role in ESRD-related cognitive impairment. Methods For this study, 43 ERSD patients receiving MHD and 41 healthy control (HC) volunteers matched for gender, age and education underwent resting-state functional magnetic resonance imaging examinations. DMN architecture was depicted by 20 selected DMN subregions. Graph theory approaches were applied to investigate multiple topological parameters within the DMN in resting state at the global, local and edge levels. Results Globally, the MHD group exhibited topological irregularities as indicated by reduced values for the clustering coeffcient (Cp), normalized Cp (γ), world-index (σ), and local effciency (Eloc) compared with the HC group. Locally, the MHD group showed greater nodal betweenness in the left retrosplenial cortex (RC) compared with the HC group. At the edge level, the MHD group exhibited disconnected resting-state functional connections (RSFCs) in the medial temporal lobe (MTL) subsystem including the ventral medial prefrontal cortex (VMPC)–left posterior inferior parietal lobule, VMPC–right parahippocampal cortex (PC), and right RC–left PC RSFCs. Additionally, the VMPC–right PC RSFC was positively correlated with the Digit Span Test score and Eloc, and the right RC–left PC RSFC was positively correlated with the Montreal Cognitive Assessment score and Eloc in the MHD group. Conclusions ESRD patients undergoing MHD showed local inefficiency, abnormal nodal centralities, and hypoconnectivity within the DMN, implying that the functional differentiation and local information transmission efficiency of the DMN are disturbed in ESRD. The disconnected RSFCs in the MTL subsystem likely facilitated topological reconfiguration in the DMN of ESRD patients, leading to impairments of multidomain neurocognition including memory and emotion regulation.
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Affiliation(s)
- Chuanlong Cao
- Department of Radiology, West China Second University Hospital, Sichuan University, Chengdu, China
- Department of Radiology, Affiliated Xinhua Hospital of Dalian University, Dalian, China
| | - Die Zhang
- Department of Radiology, National Clinical Research Center for Infectious Disease, Shenzhen Third People's Hospital, The Second Affiliated Hospital, School of Medicine Southern University of Science and Technology, Shenzhen, China
| | - Wanqing Liu
- Department of Radiology, West China Second University Hospital, Sichuan University, Chengdu, China
- Key Laboratory of Birth Defects and Related Diseases of Women and Children (Sichuan University), Ministry of Education, Chengdu, China
- *Correspondence: Wanqing Liu
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3
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Angermann S, Günthner R, Hanssen H, Lorenz G, Braunisch MC, Steubl D, Matschkal J, Kemmner S, Hausinger R, Block Z, Haller B, Heemann U, Kotliar K, Grimmer T, Schmaderer C. Cognitive impairment and microvascular function in end-stage renal disease. Int J Methods Psychiatr Res 2022; 31:e1909. [PMID: 35290686 PMCID: PMC9159686 DOI: 10.1002/mpr.1909] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/13/2021] [Accepted: 03/01/2022] [Indexed: 11/13/2022] Open
Abstract
OBJECTIVE Hemodialysis patients show an approximately threefold higher prevalence of cognitive impairment compared to the age-matched general population. Impaired microcirculatory function is one of the assumed causes. Dynamic retinal vessel analysis is a quantitative method for measuring neurovascular coupling and microvascular endothelial function. We hypothesize that cognitive impairment is associated with altered microcirculation of retinal vessels. METHODS 152 chronic hemodialysis patients underwent cognitive testing using the Montreal Cognitive Assessment. Retinal microcirculation was assessed by Dynamic Retinal Vessel Analysis, which carries out an examination recording retinal vessels' reaction to a flicker light stimulus under standardized conditions. RESULTS In unadjusted as well as in adjusted linear regression analyses a significant association between the visuospatial executive function domain score of the Montreal Cognitive Assessment and the maximum arteriolar dilation as response of retinal arterioles to the flicker light stimulation was obtained. CONCLUSION This is the first study determining retinal microvascular function as surrogate for cerebral microvascular function and cognition in hemodialysis patients. The relationship between impairment in executive function and reduced arteriolar reaction to flicker light stimulation supports the involvement of cerebral small vessel disease as contributing factor for the development of cognitive impairment in this patient population and might be a target for noninvasive disease monitoring and therapeutic intervention.
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Affiliation(s)
- Susanne Angermann
- Department of Nephrology, Technical University of Munich, School of Medicine, Klinikum rechts der Isar, Munchen, Germany
| | - Roman Günthner
- Department of Nephrology, Technical University of Munich, School of Medicine, Klinikum rechts der Isar, Munchen, Germany
| | - Henner Hanssen
- Department of Sport, Exercise and Health, University of Basel, Basel, Switzerland
| | - Georg Lorenz
- Department of Nephrology, Technical University of Munich, School of Medicine, Klinikum rechts der Isar, Munchen, Germany
| | - Matthias C Braunisch
- Department of Nephrology, Technical University of Munich, School of Medicine, Klinikum rechts der Isar, Munchen, Germany
| | - Dominik Steubl
- Department of Nephrology, Technical University of Munich, School of Medicine, Klinikum rechts der Isar, Munchen, Germany
| | - Julia Matschkal
- Department of Nephrology, Technical University of Munich, School of Medicine, Klinikum rechts der Isar, Munchen, Germany
| | - Stephan Kemmner
- Department of Nephrology, Technical University of Munich, School of Medicine, Klinikum rechts der Isar, Munchen, Germany.,Transplant Center, University Hospital Munich, Ludwig-Maximilians-University (LMU), Munich, Germany
| | - Renate Hausinger
- Department of Nephrology, Technical University of Munich, School of Medicine, Klinikum rechts der Isar, Munchen, Germany
| | - Zenonas Block
- Department of Nephrology, Technical University of Munich, School of Medicine, Klinikum rechts der Isar, Munchen, Germany
| | - Bernhard Haller
- Institute of Medical Informatics, Statistics and Epidemiology, Technical University of Munich, School of Medicine, Klinikum rechts der Isar, Munchen, Germany
| | - Uwe Heemann
- Department of Nephrology, Technical University of Munich, School of Medicine, Klinikum rechts der Isar, Munchen, Germany
| | - Konstantin Kotliar
- Department of Medical Engineering and Technomathematics, FH Aachen University of Applied Sciences, Campus Jülich, Jülich, Germany
| | - Timo Grimmer
- Department of Psychiatry and Psychotherapy, Klinikum rechts der Isar, Technische Universität München, Munich, Germany
| | - Christoph Schmaderer
- Department of Nephrology, Technical University of Munich, School of Medicine, Klinikum rechts der Isar, Munchen, Germany
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van der Plas E, Solomon MA, Hopkins L, Koscik T, Schultz J, Brophy PD, Nopoulos PC, Harshman LA. Global and Regional White Matter Fractional Anisotropy in Children with Chronic Kidney Disease. J Pediatr 2022; 242:166-173.e3. [PMID: 34758354 PMCID: PMC8882141 DOI: 10.1016/j.jpeds.2021.11.006] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/02/2021] [Revised: 10/29/2021] [Accepted: 11/02/2021] [Indexed: 01/11/2023]
Abstract
OBJECTIVE To investigate the associations between neurocognition and white matter integrity in children with chronic kidney disease (CKD). STUDY DESIGN This cross-sectional study included 17 boys (age 6-16 years) with a diagnosis of mild to moderate (stages 1-3, nondialysis/nontransplant) CKD because of congenital anomalies of the kidney and urinary tract and 20 typically developing community controls. Participants underwent 3T neuroimaging and diffusion-weighted magnetic resonance imaging to assess white matter fractional anisotropy. Multivariable linear regression models were used to evaluate the impact of each group (controls vs CKD) on white matter fractional anisotropy, adjusting for age. Associations between white matter fractional anisotropy and neurocognitive abilities within the CKD group were also evaluated using regression models that were adjusted for age. The false discovery rate was used to account for multiple comparisons; wherein false discovery values <0.10 were considered significant. RESULTS Global white matter fractional anisotropy was reduced in patients with CKD relative to controls (standardized estimate = -0.38, 95% CI -0.69:-0.07), driven by reductions within the body of the corpus callosum (standardized estimate = -0.44, 95% CI -0.75:-0.13), cerebral peduncle (SE = -0.37, 95% CI -0.67:-0.07), cingulum (hippocampus) (standardized estimate = -0.45, 95% CI -0.75:-0.14), and posterior limb of the internal capsule (standardized estimate = -0.46, 95% CI -0.76:-0.15). Medical variables and neurocognitive abilities were not significantly associated with white matter fractional anisotropy. CONCLUSIONS White matter development is vulnerable in children with CKD because of congenital causes, even prior to the need for dialysis or transplantation.
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Affiliation(s)
- Ellen van der Plas
- Department of Psychiatry, University of Iowa Carver College of Medicine, Iowa City, IA
| | | | - Lauren Hopkins
- Department of Psychiatry, University of Iowa Carver College of Medicine, Iowa City, IA
| | - Timothy Koscik
- Department of Psychiatry, University of Iowa Carver College of Medicine, Iowa City, IA
| | - Jordan Schultz
- Department of Psychiatry, University of Iowa Carver College of Medicine, Iowa City, IA,University of Iowa College of Pharmacy, Iowa City, IA
| | | | - Peggy C. Nopoulos
- Department of Psychiatry, University of Iowa Carver College of Medicine, Iowa City, IA
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Central Nervous System Complications in Cystinosis: The Role of Neuroimaging. Cells 2022; 11:cells11040682. [PMID: 35203331 PMCID: PMC8870159 DOI: 10.3390/cells11040682] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/22/2021] [Revised: 02/09/2022] [Accepted: 02/10/2022] [Indexed: 02/04/2023] Open
Abstract
Despite improvement in the specific treatment, clinical and anatomo-functional central nervous system (CNS) abnormalities of various severities are still observed in cystinosis patients. Patients who develop CNS complications today have a worse compliance to cysteamine treatment. Radiological studies have shown that cortical or central (ventriculomegaly) atrophy is observed in more than two thirds of cystinosis patients’ magnetic resonance imaging (MRI) and correlates with the intelligence quotient score. Half of cystinosis patients have marked aspecific white matter hyperintensities. The development of advanced neuroimaging techniques provides new tools to further investigate CNS complications. A recent neuroimaging study using a voxel-based morphometry approach showed that cystinosis patients present a decreased grey matter volume in the left middle frontal gyrus. Diffusion tensor imaging studies have shown white matter microstructure abnormalities in children and adults with cystinosis, respectively in areas of the dorsal visual pathway and within the corpus callosum’s body. Finally, leucocyte cystine levels are associated with decreased resting cerebral blood flow, measured by arterial spin labelling, in the frontal cortex, which could be associated with the neurocognitive deficits described in these patients. These results reinforce the relevance of neuroimaging studies to further understand the mechanisms that underline CNS impairments.
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Zhang Y, Xi Z, Zheng J, Shi H, Jiao Z. GWLS: A Novel Model for Predicting Cognitive Function Scores in Patients With End-Stage Renal Disease. Front Aging Neurosci 2022; 14:834331. [PMID: 35185530 PMCID: PMC8850953 DOI: 10.3389/fnagi.2022.834331] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/13/2021] [Accepted: 01/05/2022] [Indexed: 01/03/2023] Open
Abstract
The scores of the cognitive function of patients with end-stage renal disease (ESRD) are highly subjective, which tend to affect the results of clinical diagnosis. To overcome this issue, we proposed a novel model to explore the relationship between functional magnetic resonance imaging (fMRI) data and clinical scores, thereby predicting cognitive function scores of patients with ESRD. The model incorporated three parts, namely, graph theoretic algorithm (GTA), whale optimization algorithm (WOA), and least squares support vector regression machine (LSSVRM). It was called GTA-WOA-LSSVRM or GWLS for short. GTA was adopted to calculate the area under the curve (AUC) of topological parameters, which were extracted as the features from the functional networks of the brain. Then, the statistical method and Pearson correlation analysis were used to select the features. Finally, the LSSVRM was built according to the selected features to predict the cognitive function scores of patients with ESRD. Besides, WOA was introduced to optimize the parameters in the LSSVRM kernel function to improve the prediction accuracy. The results validated that the prediction accuracy obtained by GTA-WOA-LSSVRM was higher than several comparable models, such as GTA-SVRM, GTA-LSSVRM, and GTA-WOA-SVRM. In particular, the root mean square error (RMSE), mean absolute error (MAE), and mean absolute percentage error (MAPE) between the predicted scores and the actual scores of patients with ESRD were 0.92, 0.88, and 4.14%, respectively. The proposed method can more accurately predict the cognitive function scores of ESRD patients and thus helps to understand the pathophysiological mechanism of cognitive dysfunction associated with ESRD.
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Affiliation(s)
- Yutao Zhang
- School of Microelectronics and Control Engineering, Changzhou University, Changzhou, China
| | - Zhengtao Xi
- School of Microelectronics and Control Engineering, Changzhou University, Changzhou, China
| | - Jiahui Zheng
- Department of Radiology, Changzhou Second People’s Hospital Affiliated to Nanjing Medical University, Changzhou, China
| | - Haifeng Shi
- Department of Radiology, Changzhou Second People’s Hospital Affiliated to Nanjing Medical University, Changzhou, China
- *Correspondence: Haifeng Shi,
| | - Zhuqing Jiao
- School of Microelectronics and Control Engineering, Changzhou University, Changzhou, China
- School of Computer Science and Artificial Intelligence, Changzhou University, Changzhou, China
- Zhuqing Jiao,
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7
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Positive coping style reduction in elderly end-stage renal disease patients: mediating role of white matter mean diffusivity. Neuroradiology 2022; 64:817-824. [DOI: 10.1007/s00234-022-02904-1] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/16/2021] [Accepted: 01/17/2022] [Indexed: 10/19/2022]
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Ma C, Jiang X, Ren Y, Gu G, Fu A, Wang C, Bai P, Zhou T, Qin S, Fu S. Fiber connectivity density mapping in end-stage renal disease patients: a preliminary study. Brain Imaging Behav 2022; 16:1314-1323. [PMID: 35000065 DOI: 10.1007/s11682-021-00604-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 11/10/2021] [Indexed: 11/25/2022]
Abstract
Abnormal brain structural connectivity of end-stage renal disease(ESRD) is associated with cognitive impairment. However, the characteristics of cortical structural connectivity have not been investigated in ESRD patients. Here, we study structural connectivity of the entire cerebral cortex using a fiber connectivity density(FiCD) mapping method derived from diffusion tensor imaging(DTI) data of 25 ESRD patients and 20 healthy controls, and between-group differences were compared in a vertexwise manner. We also investigated the associations between these abnormal cortical connectivities and the clinical variables using Pearson correlation analysis and multifactor linear regression analysis. Our results demonstrated that the mean global FiCD value was significantly decreased in ESRD patients. Notably, FiCD values were significantly changed(decreased or increased) in certain cortical regions, which mainly involved the bilateral dorsolateral prefrontal cortex(DLPFC), inferior parietal cortex, lateral temporal cortex and middle occipital cortex. In ESRD patients, we found a trend of negative correlation between the increased FiCD values of bilateral middle frontal gyrus and serum creatinine, urea, parathyroid hormone(PTH) levels and dialysis duration. Only the white matter hyperintensity(WMH) scores were significantly negatively correlated with the global FiCD value in multifactor regression analysis. Our results suggested that ESRD patients exhibited extensive impaired cortical structural connectivity, which was related to the severity of WMHs. A compensation mechanism of cortical structural recombination may play a role in how the brain adapts to maintain optimal network function. Additionally, the serum creatinine, urea and PTH levels may be risk factors for brain structural network decompensation in ESRD patients.
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Affiliation(s)
- Chi Ma
- Department of Radiology, The Affiliated Hospital of Qingdao University, Qingdao, Shandong, China
| | - Xinghai Jiang
- Center for Disease Control and Prevention, West Coast New District, Qingdao, Shandong, China
| | - Yande Ren
- Department of Radiology, The Affiliated Hospital of Qingdao University, Qingdao, Shandong, China.
| | - Gaojie Gu
- College of Electronic Information Engineering, Shandong University of Science and Technology, Qingdao, Shandong, China
| | - Airong Fu
- Department of Cardiovascular Medicine, West Coast New District Central Hospital, Qingdao, Shangdong, China
| | - Chengjian Wang
- Department of Radiology, The Affiliated Hospital of Qingdao University, Qingdao, Shandong, China
| | - Peirui Bai
- College of Electronic Information Engineering, Shandong University of Science and Technology, Qingdao, Shandong, China
| | - Tong Zhou
- Department of Radiology, The Affiliated Hospital of Qingdao University, Qingdao, Shandong, China
| | - Shanshan Qin
- Department of Radiology, The Affiliated Hospital of Qingdao University, Qingdao, Shandong, China
| | - Shengli Fu
- Department of Radiology, The Affiliated Hospital of Qingdao University, Qingdao, Shandong, China
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Jiang Y, Liu Y, Gao B, Che Y, Lin L, Jiang J, Chang P, Song Q, Wang N, Wang W, Miao Y. Segmental Abnormalities of White Matter Microstructure in End-Stage Renal Disease Patients: An Automated Fiber Quantification Tractography Study. Front Neurosci 2021; 15:765677. [PMID: 34938154 PMCID: PMC8685541 DOI: 10.3389/fnins.2021.765677] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/27/2021] [Accepted: 10/25/2021] [Indexed: 11/13/2022] Open
Abstract
Background and Purpose: End-stage renal disease (ESRD) results in extensive white matter abnormalities, but the specific damage segment cannot be identified. This study aimed to determine the segmental abnormalities of white matter microstructure in ESRD and its relationship with cognitive and renal function indicators. Methods: Eighteen ESRD patients and 19 healthy controls (HCs) were prospectively recruited. All participants underwent DTI and clinical assessments. Automatic fiber quantification (AFQ) was applied to generate bundle profiles along 16 main white matter tracts. We compared the DTI parameters between groups. Besides, we used partial correlation and multiple linear regression analyses to explore the associations between white matter integrity and cognitive performance as well as renal function indicators. Results: In the global tract level, compared to HCs, ESRD patients had greater MD, AD, and RD values and lower FA value in several fibers (P < 0.05, FDR correction). In the point-wise level, extensive damage existed in specific locations of different fiber tracts, particularly in the left hemisphere (P < 0.05, FDR correction). Among these tracts, the mean AD values of the left cingulum cingulate correlated negatively with MoCA score. Urea and UA level were independent predictors of the AD value of superior component of the left corticospinal. Besides, urea level was the independent predictors of mean MD value of left anterior thalamic radiation (ATR). Conclusion: White matter fiber tract damage in ESRD patients may be characterized by abnormalities in its specific location, especially in the left hemisphere. Aberrational specific located fibers were related to cognitive impairment and renal dysfunction.
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Affiliation(s)
- Yuhan Jiang
- Department of Radiology, The First Affiliated Hospital of Dalian Medical University, Dalian, China
| | - Yangyingqiu Liu
- Department of Radiology, The First Affiliated Hospital of Dalian Medical University, Dalian, China
| | - Bingbing Gao
- Department of Radiology, The First Affiliated Hospital of Dalian Medical University, Dalian, China
| | - Yiwei Che
- Department of Radiology, The Third People's Hospital of Dalian, Dalian, China
| | | | - Jian Jiang
- Department of Radiology, The First Affiliated Hospital of Dalian Medical University, Dalian, China
| | - Peipei Chang
- Department of Radiology, The First Affiliated Hospital of Dalian Medical University, Dalian, China
| | - Qingwei Song
- Department of Radiology, The First Affiliated Hospital of Dalian Medical University, Dalian, China
| | - Nan Wang
- Department of Nephrology, The First Affiliated Hospital of Dalian Medical University, Dalian, China
| | - Weiwei Wang
- Department of Radiology, The First Affiliated Hospital of Dalian Medical University, Dalian, China
| | - Yanwei Miao
- Department of Radiology, The First Affiliated Hospital of Dalian Medical University, Dalian, China
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Crowe K, Quinn TJ, Mark PB, Findlay MD. "Is It Removed During Dialysis?"-Cognitive Dysfunction in Advanced Kidney Failure-A Review Article. Front Neurol 2021; 12:787370. [PMID: 34925220 PMCID: PMC8674209 DOI: 10.3389/fneur.2021.787370] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/30/2021] [Accepted: 11/08/2021] [Indexed: 12/02/2022] Open
Abstract
Cognitive impairment is independently associated with kidney disease and increases in prevalence with declining kidney function. At the stage where kidney replacement therapy is required, with dialysis or transplantation, cognitive impairment is up to three times more common, and can present at a younger age. This is not a new phenomenon. The cognitive interactions of kidney disease are long recognized from historical accounts of uremic encephalopathy and so-called "dialysis dementia" to the more recent recognition of cognitive impairment in those undergoing kidney replacement therapy (KRT). The understanding of cognitive impairment as an extra-renal complication of kidney failure and effect of its treatments is a rapidly developing area of renal medicine. Multiple proposed mechanisms contribute to this burden. Advanced vascular aging, significant multi-morbidity, mood disorders, and sleep dysregulation are common in addition to the disease-specific effects of uremic toxins, chronic inflammation, and the effect of dialysis itself. The impact of cognitive impairment on people living with kidney disease is vast ranging from increased hospitalization and mortality to decreased quality of life and altered decision making. Assessment of cognition in patients attending for renal care could have benefits. However, in the context of a busy clinical service, a pragmatic approach to assessing cognitive function is necessary and requires consideration of the purpose of testing and resources available. Limited evidence exists to support treatments to mitigate the degree of cognitive impairment observed, but promising interventions include physical or cognitive exercise, alteration to the dialysis treatment and kidney transplantation. In this review we present the history of cognitive impairment in those with kidney failure, and the current understanding of the mechanisms, effects, and implications of impaired cognition. We provide a practical approach to clinical assessment and discuss evidence-supported treatments and future directions in this ever-expanding area which is pivotal to our patients' quality and quantity of life.
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Affiliation(s)
- Kirsty Crowe
- Glasgow Renal and Transplant Unit, Queen Elizabeth University Hospital, Glasgow, United Kingdom
| | - Terence J. Quinn
- Institute of Cardiovascular and Medical Sciences, University of Glasgow, Glasgow, United Kingdom
| | - Patrick B. Mark
- Glasgow Renal and Transplant Unit, Queen Elizabeth University Hospital, Glasgow, United Kingdom
- Institute of Cardiovascular and Medical Sciences, University of Glasgow, Glasgow, United Kingdom
| | - Mark D. Findlay
- Glasgow Renal and Transplant Unit, Queen Elizabeth University Hospital, Glasgow, United Kingdom
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The Allocation of Vertical Attention in Patients with End-Stage Renal Disease Receiving Dialysis. Brain Sci 2021; 11:brainsci11121549. [PMID: 34942851 PMCID: PMC8699659 DOI: 10.3390/brainsci11121549] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/01/2021] [Revised: 11/16/2021] [Accepted: 11/19/2021] [Indexed: 11/28/2022] Open
Abstract
Objectives: Alterations of spatial attention can have adverse effects, such a greater probability of accidents. Patients with end-stage renal disease (ESRD) receiving dialysis have stronger left-sided spatial attentional bias, suggesting that this disorder or treatment alters the brain networks that mediate spatial attention. The hemispheric networks that mediate the allocation of horizontal attention may also influence the allocation of vertical attention. However, the allocation of vertical spatial attention has not been studied in ESRD patients. Methods: Twenty-three ESRD patients receiving dialysis and 23 healthy right-handed controls performed line bisections using 24 vertical lines (24 cm long and 2 mm thick) aligned with the intersection of their midsagittal and coronal planes. Results: Hemodialyzed ESRD patients had a significantly greater upward bias than healthy controls. The magnitude of this bias was correlated with the duration of the kidney disease. Conclusions: The reason why upward attentional bias is increased in hemodialyzed ESRD patients is not known. Further research is needed to better understand the brain mechanism that might account for this bias, as well as its treatment. However, hemodialyzed ESRD patients and their families-caregivers should be made aware of this disorder to avoid accidents such as tripping.
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12
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Wong A, Robinson L, Soroush S, Suresh A, Yang D, Madu K, Harhay MN, Pourrezaei K. Assessment of cerebral oxygenation response to hemodialysis using near-infrared spectroscopy (NIRS): Challenges and solutions. JOURNAL OF INNOVATIVE OPTICAL HEALTH SCIENCES 2021; 14:2150016. [PMID: 35173820 PMCID: PMC8846418 DOI: 10.1142/s1793545821500164] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Indexed: 06/14/2023]
Abstract
To date, the clinical use of functional near-infrared spectroscopy (NIRS) to detect cerebral ischemia has been largely limited to surgical settings, where motion artifacts are minimal. In this study, we present novel techniques to address the challenges of using NIRS to monitor ambulatory patients with kidney disease during approximately eight hours of hemodialysis (HD) treatment. People with end-stage kidney disease who require HD are at higher risk for cognitive impairment and dementia than age-matched controls. Recent studies have suggested that HD-related declines in cerebral blood flow might explain some of the adverse outcomes of HD treatment. However, there are currently no established paradigms for monitoring cerebral perfusion in real-time during HD treatment. In this study, we used NIRS to assess cerebral hemodynamic responses among 95 prevalent HD patients during two consecutive HD treatments. We observed substantial signal attenuation in our predominantly Black patient cohort that required probe modifications. We also observed consistent motion artifacts that we addressed by developing a novel NIRS methodology, called the HD cerebral oxygen demand algorithm (HD-CODA), to identify episodes when cerebral oxygen demand might be outpacing supply during HD treatment. We then examined the association between a summary measure of time spent in cerebral deoxygenation, derived using the HD-CODA, and hemodynamic and treatment-related variables. We found that this summary measure was associated with intradialytic mean arterial pressure, heart rate, and volume removal. Future studies should use the HD-CODA to implement studies of real-time NIRS monitoring for incident dialysis patients, over longer time frames, and in other dialysis modalities.
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Affiliation(s)
- Ardy Wong
- Drexel University School of Bioengineering, Philadelphia, Pennsylvania
| | - Lucy Robinson
- Department of Epidemiology & Biostatistics, Drexel University Dornsife School of Public Health, Philadelphia, Pennsylvania
| | - Seena Soroush
- Drexel University College of Arts and Sciences, Philadelphia, Pennsylvania
| | - Aditi Suresh
- Department of Medicine, Drexel University College of Medicine, Philadelphia, Pennsylvania
| | - Dia Yang
- Department of Medicine, Drexel University College of Medicine, Philadelphia, Pennsylvania
| | - Kelechi Madu
- Drexel University School of Bioengineering, Philadelphia, Pennsylvania
| | - Meera N. Harhay
- Department of Epidemiology & Biostatistics, Drexel University Dornsife School of Public Health, Philadelphia, Pennsylvania
- Department of Medicine, Drexel University College of Medicine, Philadelphia, Pennsylvania
- Tower Health Transplant Institute, Tower Health System, West Reading, Pennsylvania
| | - Kambiz Pourrezaei
- Drexel University School of Bioengineering, Philadelphia, Pennsylvania
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13
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Chronic Kidney Disease and Cognitive Impairment. J Stroke Cerebrovasc Dis 2021; 30:105529. [DOI: 10.1016/j.jstrokecerebrovasdis.2020.105529] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/29/2020] [Revised: 11/05/2020] [Accepted: 12/01/2020] [Indexed: 12/21/2022] Open
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14
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Lyerly MJ, Chow D. Neuroimaging Considerations in Patients with Chronic Kidney Disease. J Stroke Cerebrovasc Dis 2021; 30:105930. [PMID: 34176719 DOI: 10.1016/j.jstrokecerebrovasdis.2021.105930] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/08/2021] [Revised: 05/29/2021] [Accepted: 05/31/2021] [Indexed: 12/14/2022] Open
Abstract
Chronic Kidney Disease is a common medical condition that frequently overlaps with neurologic disease. Neuroimaging can be a useful tool to aid in the diagnoses of neurologic illness, including those that result from renal impairment. Some neuroimaging studies also have the potential to lead to adverse effects on the kidneys necessitating a thoughtful approach to selection of imaging modalities. In particular, multimodal imaging is becoming increasingly common in patients presenting with symptoms of acute stroke, a population that may be at higher risk for renal complications. This article will summarize the neuroimaging manifestations of conditions with shared renal and neurologic involvement and highlight considerations regarding the use of contrast media, nephrogenic systemic fibrosis, and metformin-associated lactic acidosis.
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Affiliation(s)
- Michael J Lyerly
- Department of Neurology, University of Alabama at Birmingham USA; Birmingham VA Medical Center USA.
| | - Daniel Chow
- Department of Radiology, University of California-Irvine USA
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15
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Inoue T, Kozawa E, Ishikawa M, Okada H. Application of Magnetic Resonance Imaging in the Evaluation of Nutritional Status: A Literature Review with Focus on Dialysis Patients. Nutrients 2021; 13:nu13062037. [PMID: 34198682 PMCID: PMC8232261 DOI: 10.3390/nu13062037] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/19/2021] [Revised: 06/09/2021] [Accepted: 06/11/2021] [Indexed: 01/10/2023] Open
Abstract
Magnetic resonance imaging (MRI) is indispensable in clinical medicine for the morphological and tomographic evaluation of many parenchymal organs. With varied imaging methods, diverse biological information, such as the perfusion volume and measurements of metabolic products, can be obtained. In addition to conventional MRI for morphological assessment, diffusion-weighted MRI/diffusion tensor imaging is used to evaluate white matter structures in the brain; arterial spin labeling is used for cerebral blood flow evaluation; magnetic resonance elastography for fatty liver and cirrhosis evaluation; magnetic resonance spectroscopy for evaluation of metabolites in specific regions of the brain; and blood oxygenation level-dependent imaging for neurological exploration of eating behavior, obesity, and food perception. This range of applications will continue to expand in the future. Nutritional science is a multidisciplinary and all-inclusive field of research; therefore, there are many different applications of MRI. We present a literature review of MRI techniques that can be used to evaluate the nutritional status, particularly in patients on dialysis. We used MEDLINE as the information source, conducted a keyword search in PubMed, and found that, as a nutritional evaluation method, MRI has been used frequently to comprehensively and quantitatively evaluate muscle mass for the determination of body composition.
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Affiliation(s)
- Tsutomu Inoue
- Department of Nephrology, Faculty of Medicine, Saitama Medical University, Saitama 350-0495, Japan;
| | - Eito Kozawa
- Department of Radiology, Faculty of Medicine, Saitama Medical University, Saitama 350-0495, Japan;
| | - Masahiro Ishikawa
- School of Biomedical Engineering, Faculty of Health and Medical Care, Saitama Medical University, Saitama 350-1241, Japan;
| | - Hirokazu Okada
- Department of Nephrology, Faculty of Medicine, Saitama Medical University, Saitama 350-0495, Japan;
- Correspondence: ; Tel.: +81-49-276-1611
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16
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Lee YJ, Yoon E, Park S, Kim YW, Kim SE, Ko J, Park JH, Park KM, Kim IH, Park BS. Alteration of brain connectivity in neurologically asymptomatic patients with chronic kidney disease. Medicine (Baltimore) 2021; 100:e25633. [PMID: 33879740 PMCID: PMC8078245 DOI: 10.1097/md.0000000000025633] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/23/2020] [Accepted: 03/31/2021] [Indexed: 01/04/2023] Open
Abstract
Our previous study demonstrated that patients with end-stage renal disease had decreased structural and functional brain connectivity, and there was a significant association between brain connectivity and cognitive function. The aim of this study was to evaluate the alterations of structural and functional connectivity using graph theoretical analysis in neurologically asymptomatic patients with relatively early-stage chronic kidney disease (CKD).We enrolled 18 neurologically asymptomatic patients with early CKD and 28 healthy controls. All the subjects underwent diffusion-tension imaging and resting functional magnetic resonance imaging. We calculated structural and functional connectivity based on diffusion-tension imaging and resting functional magnetic resonance imaging using a graph theoretical analysis. Then, we investigated differences of structural and functional connectivity between the CKD patients and the healthy controls.All the measures of structural connectivity were significantly different between the patients with CKD and healthy controls. The global efficiency, local efficiency, mean clustering coefficient, and small-worldness index were decreased, whereas the characteristic path length was increased in the patients with CKD compared with healthy controls. The structural betweenness centrality of the left calcarine and right posterior cingulum was also significantly different from that in healthy participants. However, all the measures of global functional connectivity in patients with CKD were not different from those in healthy controls. In patients with CKD, the functional betweenness centrality of the right insular cortex, right occipital pole, and right thalamus was significantly different from that in healthy participants.There are significant alterations of the global structural connectivity between the patients with CKD and the healthy subjects, whereas the global functional connectivity of the brain network is preserved. We find that the efficiency of the structural brain network is decreased in the patients with CKD.
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Affiliation(s)
| | | | | | | | - Si Eun Kim
- Department of Neurology, Inje University Haeundae Paik Hospital, Busan, Korea
| | | | | | - Kang Min Park
- Department of Neurology, Inje University Haeundae Paik Hospital, Busan, Korea
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17
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Ueno Y, Saito A, Nakata J, Kamagata K, Taniguchi D, Motoi Y, Io H, Andica C, Shindo A, Shiina K, Miyamoto N, Yamashiro K, Urabe T, Suzuki Y, Aoki S, Hattori N. Possible Neuroprotective Effects of l-Carnitine on White-Matter Microstructural Damage and Cognitive Decline in Hemodialysis Patients. Nutrients 2021; 13:nu13041292. [PMID: 33919810 PMCID: PMC8070822 DOI: 10.3390/nu13041292] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/09/2021] [Revised: 04/05/2021] [Accepted: 04/12/2021] [Indexed: 01/31/2023] Open
Abstract
Although l-carnitine alleviated white-matter lesions in an experimental study, the treatment effects of l-carnitine on white-matter microstructural damage and cognitive decline in hemodialysis patients are unknown. Using novel diffusion magnetic resonance imaging (dMRI) techniques, white-matter microstructural changes together with cognitive decline in hemodialysis patients and the effects of l-carnitine on such disorders were investigated. Fourteen hemodialysis patients underwent dMRI and laboratory and neuropsychological tests, which were compared across seven patients each in two groups according to duration of l-carnitine treatment: (1) no or short-term l-carnitine treatment (NSTLC), and (2) long-term l-carnitine treatment (LTLC). Ten age- and sex-matched controls were enrolled. Compared to controls, microstructural disorders of white matter were widely detected on dMRI of patients. An autopsy study of one patient in the NSTLC group showed rarefaction of myelinated fibers in white matter. With LTLC, microstructural damage on dMRI was alleviated along with lower levels of high-sensitivity C-reactive protein and substantial increases in carnitine levels. The LTLC group showed better achievement on trail making test A, which was correlated with amelioration of disorders in some white-matter tracts. Novel dMRI tractography detected abnormalities of white-matter tracts after hemodialysis. Long-term treatment with l-carnitine might alleviate white-matter microstructural damage and cognitive impairment in hemodialysis patients.
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Affiliation(s)
- Yuji Ueno
- Department of Neurology, Juntendo University Faculty of Medicine, Tokyo 113-8421, Japan; (D.T.); (Y.M.); (A.S.); (K.S.); (N.M.); (N.H.)
- Correspondence: ; Tel.: +81-3-3813-3111; Fax: +81-3-5800-0547
| | - Asami Saito
- Department of Radiology, Juntendo University Faculty of Medicine, Tokyo 113-8421, Japan; (A.S.); (K.K.); (C.A.); (S.A.)
- Department of Neurology and Stroke Medicine, Graduate School of Medicine, Yokohama City University, Yokohama 236-0004, Japan
| | - Junichiro Nakata
- Department of Nephrology, Juntendo University Faculty of Medicine, Tokyo 113-8421, Japan; (J.N.); (Y.S.)
| | - Koji Kamagata
- Department of Radiology, Juntendo University Faculty of Medicine, Tokyo 113-8421, Japan; (A.S.); (K.K.); (C.A.); (S.A.)
| | - Daisuke Taniguchi
- Department of Neurology, Juntendo University Faculty of Medicine, Tokyo 113-8421, Japan; (D.T.); (Y.M.); (A.S.); (K.S.); (N.M.); (N.H.)
| | - Yumiko Motoi
- Department of Neurology, Juntendo University Faculty of Medicine, Tokyo 113-8421, Japan; (D.T.); (Y.M.); (A.S.); (K.S.); (N.M.); (N.H.)
| | - Hiroaki Io
- Department of Nephrology, Juntendo University Nerima Hospital, Tokyo 177-8521, Japan;
| | - Christina Andica
- Department of Radiology, Juntendo University Faculty of Medicine, Tokyo 113-8421, Japan; (A.S.); (K.K.); (C.A.); (S.A.)
| | - Atsuhiko Shindo
- Department of Neurology, Juntendo University Faculty of Medicine, Tokyo 113-8421, Japan; (D.T.); (Y.M.); (A.S.); (K.S.); (N.M.); (N.H.)
| | - Kenta Shiina
- Department of Neurology, Juntendo University Faculty of Medicine, Tokyo 113-8421, Japan; (D.T.); (Y.M.); (A.S.); (K.S.); (N.M.); (N.H.)
| | - Nobukazu Miyamoto
- Department of Neurology, Juntendo University Faculty of Medicine, Tokyo 113-8421, Japan; (D.T.); (Y.M.); (A.S.); (K.S.); (N.M.); (N.H.)
| | - Kazuo Yamashiro
- Department of Neurology, Juntendo University Urayasu Hospital, Urayasu 279-0021, Japan; (K.Y.); (T.U.)
| | - Takao Urabe
- Department of Neurology, Juntendo University Urayasu Hospital, Urayasu 279-0021, Japan; (K.Y.); (T.U.)
| | - Yusuke Suzuki
- Department of Nephrology, Juntendo University Faculty of Medicine, Tokyo 113-8421, Japan; (J.N.); (Y.S.)
| | - Shigeki Aoki
- Department of Radiology, Juntendo University Faculty of Medicine, Tokyo 113-8421, Japan; (A.S.); (K.K.); (C.A.); (S.A.)
| | - Nobutaka Hattori
- Department of Neurology, Juntendo University Faculty of Medicine, Tokyo 113-8421, Japan; (D.T.); (Y.M.); (A.S.); (K.S.); (N.M.); (N.H.)
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18
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Yue Z, Wang P, Li X, Ren J, Wu B. Abnormal brain functional networks in end-stage renal disease patients with cognitive impairment. Brain Behav 2021; 11:e02076. [PMID: 33605530 PMCID: PMC8035483 DOI: 10.1002/brb3.2076] [Citation(s) in RCA: 11] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/10/2020] [Revised: 01/31/2021] [Accepted: 02/04/2021] [Indexed: 02/05/2023] Open
Abstract
INTRODUCTION Cognitive impairment (CI) is common in patients with end-stage renal disease (ESRD). Neuroimaging studies have demonstrated structural and functional brain alterations underlying CI in patients with ESRD. However, the patterns of change in whole-brain functional networks in ESRD patients with CI remain poorly understood. METHODS We enrolled 66 patients with ESRD (36 patients with CI and 30 patients without CI) and 48 healthy control subjects (HCs). We calculated the topological properties using a graph theoretical analysis. An analysis of covariance (ANCOVA) was used to compare network metrics among the three groups. Moreover, we analyzed the relationships between altered network measures and clinical variables in ESRD patients with CI. RESULTS Compared with HCs, both patient groups showed lower local efficiency and small-worldness. ESRD patients had decreased nodal centralities in the default mode regions and right amygdala. Comparison of the two patient groups showed significantly decreased global (small-worldness) and nodal (nodal centralities in the default mode regions) properties in the CI group. Altered nodal centralities in the bilateral medial part of the superior frontal gyrus, left posterior cingulate gyrus, and right precuneus were associated with cognitive performance in the CI group. CONCLUSION Disrupted brain functional networks were demonstrated in patients with ESRD, which were more severe in those with CI. Moreover, impaired nodal centralities in the default mode regions might underlie CI in patients with ESRD.
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Affiliation(s)
- Zheng Yue
- Department of Magnetic Resonance, The First Affiliated Hospital of Xinxiang Medical University, Weihui, China
| | - Pengming Wang
- Department of Radiology, The First Affiliated Hospital of Xinxiang Medical University, Weihui, China
| | - Xuekun Li
- Department of Magnetic Resonance, The First Affiliated Hospital of Xinxiang Medical University, Weihui, China
| | - Jipeng Ren
- Department of Magnetic Resonance, The First Affiliated Hospital of Xinxiang Medical University, Weihui, China
| | - Baolin Wu
- Department of Magnetic Resonance, The First Affiliated Hospital of Xinxiang Medical University, Weihui, China.,Department of Radiology, Huaxi MR Research Center (HMRRC), Functional and Molecular Imaging Key Laboratory of Sichuan Province, West China Hospital of Sichuan University, Chengdu, China
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19
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Lepping RJ, Montgomery RN, Sharma P, Mahnken JD, Vidoni ED, Choi IY, Sarnak MJ, Brooks WM, Burns JM, Gupta A. Normalization of Cerebral Blood Flow, Neurochemicals, and White Matter Integrity after Kidney Transplantation. J Am Soc Nephrol 2021; 32:177-187. [PMID: 33067382 PMCID: PMC7894653 DOI: 10.1681/asn.2020050584] [Citation(s) in RCA: 19] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/05/2020] [Accepted: 09/06/2020] [Indexed: 02/04/2023] Open
Abstract
BACKGROUND CKD is associated with abnormalities in cerebral blood flow, cerebral neurochemical concentrations, and white matter integrity. Each of these is associated with adverse clinical consequences in the non-CKD population, which may explain the high prevalence of dementia and stroke in ESKD. Because cognition improves after kidney transplantation, comparing these brain abnormalities before and after kidney transplantation may identify potential reversibility in ESKD-associated brain abnormalities. METHODS In this study of patients with ESKD and age-matched healthy controls, we used arterial spin labeling to assess the effects of kidney transplantation on cerebral blood flow and magnetic resonance spectroscopic imaging to measure cerebral neurochemical concentrations (N-acetylaspartate, choline, glutamate, glutamine, myo-inositol, and total creatine). We also assessed white matter integrity measured by fractional anisotropy (FA) and mean diffusivity (MD) with diffusion tensor imaging. We used a linear mixed model analysis to compare longitudinal, repeated brain magnetic resonance imaging measurements before, 3 months after, and 12 months after transplantation and compared these findings with those of healthy controls. RESULTS Study participants included 29 patients with ESKD and 19 controls; 22 patients completed post-transplant magnetic resonance imaging. Cerebral blood flow, which was higher in patients pretransplant compared with controls (P=0.003), decreased post-transplant (P<0.001) to values in controls. Concentrations of neurochemicals choline and myo-inositol that were higher pretransplant compared with controls (P=0.001 and P<0.001, respectively) also normalized post-transplant (P<0.001 and P<0.001, respectively). FA increased (P=0.001) and MD decreased (P<0.001) post-transplant. CONCLUSIONS Certain brain abnormalities in CKD are reversible and normalize with kidney transplantation. Further studies are needed to understand the mechanisms underlying these brain abnormalities and to explore interventions to mitigate them even in patients who cannot be transplanted. CLINICAL TRIAL REGISTRY NAME AND REGISTRATION NUMBER Cognitive Impairment and Imaging Correlates in End Stage Renal Disease, NCT01883349.
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Affiliation(s)
- Rebecca J. Lepping
- Hoglund Biomedical Imaging Center, Kansas City, Kansas,University of Kansas Alzheimer’s Disease Center, Fairway, Kansas
| | - Robert N. Montgomery
- Department of Biostatistics and Data Science, University of Kansas Medical Center, Kansas City, Kansas
| | - Palash Sharma
- Department of Biostatistics and Data Science, University of Kansas Medical Center, Kansas City, Kansas
| | - Jonathan D. Mahnken
- University of Kansas Alzheimer’s Disease Center, Fairway, Kansas,Department of Biostatistics and Data Science, University of Kansas Medical Center, Kansas City, Kansas
| | - Eric D. Vidoni
- University of Kansas Alzheimer’s Disease Center, Fairway, Kansas,Department of Neurology, University of Kansas Medical Center, Kansas City, Kansas
| | - In-Young Choi
- Hoglund Biomedical Imaging Center, Kansas City, Kansas,Department of Neurology, University of Kansas Medical Center, Kansas City, Kansas
| | - Mark J. Sarnak
- Division of Nephrology and Hypertension, Department of Internal Medicine, Tufts Medical Center, Boston, Massachusetts
| | - William M. Brooks
- Hoglund Biomedical Imaging Center, Kansas City, Kansas,University of Kansas Alzheimer’s Disease Center, Fairway, Kansas,Department of Neurology, University of Kansas Medical Center, Kansas City, Kansas,Frontiers: University of Kanas Clinical and Translational Science Institute, University of Kansas Medical Center, Kansas City, Kansas
| | - Jeffrey M. Burns
- University of Kansas Alzheimer’s Disease Center, Fairway, Kansas,Department of Neurology, University of Kansas Medical Center, Kansas City, Kansas,Frontiers: University of Kanas Clinical and Translational Science Institute, University of Kansas Medical Center, Kansas City, Kansas
| | - Aditi Gupta
- University of Kansas Alzheimer’s Disease Center, Fairway, Kansas,Division of Nephrology and Hypertension, Department of Internal Medicine, University of Kansas Medical Center, Kansas City, Kansas,The Kidney Institute, University of Kansas Medical Center, Kansas City, Kansas
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20
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Michna M, Kovarova L, Valerianova A, Malikova H, Weichet J, Malik J. Review of the structural and functional brain changes associated with chronic kidney disease. Physiol Res 2020; 69:1013-1028. [PMID: 33129242 PMCID: PMC8549872 DOI: 10.33549/physiolres.934420] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/15/2019] [Accepted: 08/04/2020] [Indexed: 02/07/2023] Open
Abstract
Chronic kidney disease (CKD) leads to profound metabolic and hemodynamic changes, which damage other organs, such as heart and brain. The brain abnormalities and cognitive deficit progress with the severity of the CKD and are mostly expressed among hemodialysis patients. They have great socio-economic impact. In this review, we present the current knowledge of involved mechanisms.
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Affiliation(s)
- M Michna
- Department of Radiology, University Hospital Kralovske Vinohrady and Third Faculty of Medicine, Charles University, Prague, Czech Republic.
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21
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Liu M, Wu Y, Wu X, Ma X, Yin Y, Fang H, Huang S, Su H, Jiang G. White Matter Microstructure Changes and Cognitive Impairment in the Progression of Chronic Kidney Disease. Front Neurosci 2020; 14:559117. [PMID: 33132823 PMCID: PMC7550453 DOI: 10.3389/fnins.2020.559117] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/05/2020] [Accepted: 09/02/2020] [Indexed: 02/05/2023] Open
Abstract
Background Cognitive impairment is a well-defined complication of chronic kidney disease (CKD), but the neural mechanisms are largely unknown. Objectives The study aimed to assess white matter (WM) microstructure changes and their relationship with cognitive impairment development during CKD progression. Methods Diffusion tensor imaging (DTI) datasets were acquired from 38 patients with CKD (19 patients were at stage 3; 19 patients were at stage 4) and 22 healthy controls (HCs). Tract-based spatial statistics (TBSS) was implemented to assess the differences in WM integrity among the three groups. The associations between abnormal WM integrity and clinical indicators (digit symbol test scores, the type A number connection test scores, hemoglobin, serum urea, serum creatinine, serum calcium, and serum potassium levels) were also computed. Results Compared with patients with CKD at stage 3 and HCs, patients with CKD at stage 4 showed significantly lower fractional anisotropy (FA) and higher mean diffusivity (MD) in the corpus callosum (CC), anterior thalamic radiation, inferior fronto-occipital fasciculus, and inferior longitudinal fasciculus. Correlation analysis showed that the MD in the genu of CC was negatively associated with the digit symbol test scores (r = -0.61, p = 0.01), and the FA in the left anterior thalamic radiation was positively associated with the level of serum calcium (r = 0.58, p = 0.01). Conclusion Patients with non-end-stage CKD have multiple abnormalities in WM regions. DTI metrics change with the progression of CKD and are primarily associated with cognitive impairment. The reduced integrity of WM tracts may be related to a low level of blood calcium.
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Affiliation(s)
- Mengchen Liu
- The Department of Medical Imaging, Guangdong Second Provincial General Hospital, Guangzhou, China
| | - Yunfan Wu
- The Department of Medical Imaging, Guangdong Second Provincial General Hospital, Guangzhou, China
| | - Xixin Wu
- The Department of Nephrology, Guangdong Second Provincial General Hospital, Guangzhou, China
| | - Xiaofen Ma
- The Department of Medical Imaging, Guangdong Second Provincial General Hospital, Guangzhou, China
| | - Yi Yin
- The Department of Medical Imaging, Guangdong Second Provincial General Hospital, Guangzhou, China
| | - Huamei Fang
- The Department of Nephrology, Guangdong Second Provincial General Hospital, Guangzhou, China
| | - Sihua Huang
- The Department of Nephrology, Guangdong Second Provincial General Hospital, Guangzhou, China
| | - Huanhuan Su
- The Department of Medical Imaging, Guangdong Second Provincial General Hospital, Guangzhou, China
| | - Guihua Jiang
- The Department of Medical Imaging, Guangdong Second Provincial General Hospital, Guangzhou, China
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22
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Abstract
Purpose of the review Cognitive impairment is common in kidney transplant recipients and affects quality of life, graft survival, morbidity, and mortality. In this review article we discuss the epidemiology, diagnosis, pathophysiology and future directions for cognitive impairment in kidney transplantation. We describe the potential role of pre-transplant cognition, immunosuppression and peri-transplant factors in post -transplant cognitive impairment. Recent Findings A majority of patients with kidney transplant have cognitive impairment. Cognitive impairment affects both pre-transplant evaluation and post-transplant outcomes. Failure to identify patients with cognitive impairment can withhold appropriate care and timely intervention. Summary Cognitive impairment is common in kidney transplant and affects outcomes. Studies addressing modifiable risk factors and possible interventions to slow cognitive decline in patients with kidney disease are needed.
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23
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Benear SL, Ngo CT, Olson IR. Dissecting the Fornix in Basic Memory Processes and Neuropsychiatric Disease: A Review. Brain Connect 2020; 10:331-354. [PMID: 32567331 DOI: 10.1089/brain.2020.0749] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022] Open
Abstract
Background: The fornix is the primary axonal tract of the hippocampus, connecting it to modulatory subcortical structures. This review reveals that fornix damage causes cognitive deficits that closely mirror those resulting from hippocampal lesions. Methods: We reviewed the literature on the fornix, spanning non-human animal lesion research, clinical case studies of human patients with fornix damage, as well as diffusion-weighted imaging (DWI) work that evaluates fornix microstructure in vivo. Results: The fornix is essential for memory formation because it serves as the conduit for theta rhythms and acetylcholine, as well as providing mnemonic representations to deep brain structures that guide motivated behavior, such as when and where to eat. In rodents and non-human primates, fornix lesions lead to deficits in conditioning, reversal learning, and navigation. In humans, damage to the fornix manifests as anterograde amnesia. DWI research reveals that the fornix plays a key role in mild cognitive impairment and Alzheimer's Disease, and can potentially predict conversion from the former to the latter. Emerging DWI findings link perturbations in this structure to schizophrenia, mood disorders, and eating disorders. Cutting-edge research has investigated how deep brain stimulation of the fornix can potentially attenuate memory loss, control epileptic seizures, and even improve mood. Conclusions: The fornix is essential to a fully functioning memory system and is implicated in nearly all neurological functions that rely on the hippocampus. Future research needs to use optimized DWI methods to study the fornix in vivo, which we discuss, given the difficult nature of fornix reconstruction. Impact Statement The fornix is a white matter tract that connects the hippocampus to several subcortical brain regions and is pivotal for episodic memory functioning. Functionally, the fornix transmits essential neurotransmitters, as well as theta rhythms, to the hippocampus. In addition, it is the conduit by which memories guide decisions. The fornix is biomedically important because lesions to this tract result in irreversible anterograde amnesia. Research using in vivo imaging methods has linked fornix pathology to cognitive aging, mild cognitive impairment, psychosis, epilepsy, and, importantly, Alzheimer's Disease.
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Affiliation(s)
- Susan L Benear
- Department of Psychology, Temple University, Philadelphia, Pennsylvania, USA
| | - Chi T Ngo
- Center for Lifespan Psychology, Max Planck Institute for Human Development, Berlin, Germany
| | - Ingrid R Olson
- Department of Psychology, Temple University, Philadelphia, Pennsylvania, USA
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Curie A, Touil N, Gaillard S, Galanaud D, Leboucq N, Deschênes G, Morin D, Abad F, Luauté J, Bodenan E, Roche L, Acquaviva C, Vianey-Saban C, Cochat P, Cotton F, Bertholet-Thomas A. Neuropsychological and neuroanatomical phenotype in 17 patients with cystinosis. Orphanet J Rare Dis 2020; 15:59. [PMID: 32102670 PMCID: PMC7045592 DOI: 10.1186/s13023-019-1271-6] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/07/2019] [Accepted: 12/03/2019] [Indexed: 01/19/2023] Open
Abstract
Background Cystinosis is a rare autosomal recessive disorder caused by intracellular cystine accumulation. Proximal tubulopathy (Fanconi syndrome) is one of the first signs, leading to end-stage renal disease between the age of 12 and 16. Other symptoms occur later and encompass endocrinopathies, distal myopathy and deterioration of the central nervous system. Treatment with cysteamine if started early can delay the progression of the disease. Little is known about the neurological impairment which occurs later. The goal of the present study was to find a possible neuroanatomical dysmorphic pattern that could help to explain the cognitive profile of cystinosis patients. We also performed a detailed review of the literature on neurocognitive complications associated with cystinosis. Methods 17 patients (mean age = 17.6 years, [5.4–33.3]) with cystinosis were included in the study. Neuropsychological assessment was performed including intelligence (Intelligence Quotient (IQ) with Wechsler’s scale), memory (Children Memory Scale and Wechsler Memory Scale), visuo-spatial (Rey’s figure test) and visuo-perceptual skills assessments. Structural brain MRI (3 T) was also performed in 16 out of 17 patients, with high resolution 3D T1-weighted, 3D FLAIR and spectroscopy sequences. Results Intellectual efficiency was normal in patients with cystinosis (mean Total IQ = 93). However the Perceptual Reasoning Index (mean = 87, [63–109]) was significantly lower than the Verbal Comprehension Index (mean = 100, [59–138], p = 0.003). Memory assessment showed no difference between visual and verbal memory. But the working memory was significantly impaired in comparison with the general memory skills (p = 0.003). Visuospatial skills assessment revealed copy and reproduction scores below the 50th percentile rank in more than 70% of the patients. Brain MRI showed cortical and sub-cortical cerebral atrophy, especially in the parieto-occipital region and FLAIR hypersignals in parietal, occipital and brain stem/cerebellum. Patients with atrophic brain had lower Total IQ scores compared to non-atrophic cystinosis patients. Conclusions Patients with cystinosis have a specific neuropsychological and neuroanatomical profile. We suggest performing a systematic neuropsychological assessment in such children aiming at considering adequate management.
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Affiliation(s)
- Aurore Curie
- Service de neuropédiatrie Hôpital Femme Mère Enfant, Hospices Civils de Lyon, Institut des Sciences Cognitives Marc Jeannerod, CNRS UMR 5304, 67 boulevard Pinel, 69675, Bron, France. .,Institut des Sciences Cognitives Marc Jeannerod, CNRS UMR 5304, L2C2, Bron, France. .,Faculté de médecine Lyon Est, Université Claude-Bernard Lyon 1, Lyon, France. .,EPICIME-CIC 1407/Inserm, UMR5558, Université de Lyon, Hospices Civils de Lyon, Bron, France.
| | - Nathalie Touil
- EPICIME-CIC 1407/Inserm, UMR5558, Université de Lyon, Hospices Civils de Lyon, Bron, France
| | - Ségolène Gaillard
- EPICIME-CIC 1407/Inserm, UMR5558, Université de Lyon, Hospices Civils de Lyon, Bron, France
| | - Damien Galanaud
- Service de neuroradiologie, Hôpital Pitié-Salpêtrière, AP-HP, Paris, France
| | - Nicolas Leboucq
- Service de neuroradiologie, Centre Hospitalier Universitaire de Montpellier, Montpellier, France
| | - Georges Deschênes
- Service de néphropédiatrie, Hôpital Robert-Debré, AP-HP, Paris, France
| | - Denis Morin
- Service de néphrologie et diabétologie pédiatrique, Service de pédiatrie I, Centre Hospitalier Universitaire de Montpellier, Montpellier, France
| | - Fanny Abad
- EPICIME-CIC 1407/Inserm, UMR5558, Université de Lyon, Hospices Civils de Lyon, Bron, France
| | - Jacques Luauté
- Service de rééducation fonctionnelle, Hôpital neurologique, Hospices Civils de Lyon, Bron, France
| | - Eurielle Bodenan
- EPICIME-CIC 1407/Inserm, UMR5558, Université de Lyon, Hospices Civils de Lyon, Bron, France
| | - Laurent Roche
- Service de biostatistiques, Hospices Civils de Lyon, Bron, France
| | - Cécile Acquaviva
- Service maladies héréditaires du métabolisme et dépistage néonatal, Centre de Biologie et Pathologie Est, Groupement Hospitalier Est (GHE), Hospices Civils de Lyon, Bron, France
| | - Christine Vianey-Saban
- Service maladies héréditaires du métabolisme et dépistage néonatal, Centre de Biologie et Pathologie Est, Groupement Hospitalier Est (GHE), Hospices Civils de Lyon, Bron, France
| | - Pierre Cochat
- Faculté de médecine Lyon Est, Université Claude-Bernard Lyon 1, Lyon, France.,Centre de référence des maladies rénales rares - Néphrogones - Filière ORKiD, Bron, France
| | - François Cotton
- Faculté de médecine Lyon Est, Université Claude-Bernard Lyon 1, Lyon, France.,Service de radiologie, Centre Hospitalier Lyon-Sud, Hospices Civils de Lyon, Pierre Bénite, France.,CREATIS, CNRS UMR5220, INSERM U1044, Université Lyon 1, INSA Lyon, Villeurbanne, France
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Park BS, Kim SE, Lee HJ, Kim YW, Kim IH, Park JH, Park SH, Lee YJ, Seo SA, Park KM. Alterations in Structural and Functional Connectivities in Patients with End-Stage Renal Disease. J Clin Neurol 2020; 16:390-400. [PMID: 32657059 PMCID: PMC7354985 DOI: 10.3988/jcn.2020.16.3.390] [Citation(s) in RCA: 12] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/19/2019] [Revised: 09/05/2019] [Accepted: 09/06/2019] [Indexed: 12/12/2022] Open
Abstract
Background and Purpose The aim of this study was to evaluate the structural and functional connectivities of brain network using graph theoretical analysis in neurologically asymptomatic patients with end-stage renal disease (ESRD). We further investigated the prevalence of cognitive impairment (CI) in ESRD patients and analyzed the association between network measures of brain connectivity and cognitive function. Methods We prospectively enrolled 40 neurologically asymptomatic ESRD patients, 40 healthy controls, and 20 disease controls. All of the subjects underwent diffusion-tensor imaging (DTI) and resting-state functional magnetic resonance imaging (rs-fMRI). We calculated measures of structural and functional connectivities based on DTI and rs-fMRI, respectively, and investigated differences therein between the ESRD patients and the healthy controls. We assessed cognitive function in the ESRD patients using the Korean version of the Consortium to Establish a Registry for Alzheimer's Disease neuropsychological battery. Results The ESRD patients exhibited decreased global structural and functional brain connectivities, as well as alterations of network hubs compared to the healthy controls and disease controls. About 70% of the ESRD patients had CI. Moreover, ESRD patients without CI exhibited decreased global connectivity and alterations of network hubs. Furthermore, there was a significant positive association between measures of brain connectivity and cognitive function. Conclusions We found that ESRD patients exhibited decreased structural and functional brain connectivities, and that there was a significant association between brain connectivity and cognitive function. These alterations in the brain network may contribute to the pathophysiological mechanism of CI in ESRD patients.
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Affiliation(s)
- Bong Soo Park
- Department of Internal Medicine, Haeundae Paik Hospital, Inje University College of Medicine, Busan, Korea
| | - Si Eun Kim
- Department of Neurology, Haeundae Paik Hospital, Inje University College of Medicine, Busan, Korea
| | - Ho Joon Lee
- Department of Radiology, Haeundae Paik Hospital, Inje University College of Medicine, Busan, Korea
| | - Yang Wook Kim
- Department of Internal Medicine, Haeundae Paik Hospital, Inje University College of Medicine, Busan, Korea
| | - Il Hwan Kim
- Department of Internal Medicine, Haeundae Paik Hospital, Inje University College of Medicine, Busan, Korea
| | - Jin Han Park
- Department of Internal Medicine, Haeundae Paik Hospital, Inje University College of Medicine, Busan, Korea
| | - Si Hyung Park
- Department of Internal Medicine, Haeundae Paik Hospital, Inje University College of Medicine, Busan, Korea
| | - Yoo Jin Lee
- Department of Internal Medicine, Haeundae Paik Hospital, Inje University College of Medicine, Busan, Korea
| | - Sol A Seo
- Department of Biomedical Engineering, Inje University, Gimhae, Korea
| | - Kang Min Park
- Department of Neurology, Haeundae Paik Hospital, Inje University College of Medicine, Busan, Korea.
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Shi Y, Tong C, Zhang M, Gao X. Altered functional connectivity density in the brains of hemodialysis end-stage renal disease patients: An in vivo resting-state functional MRI study. PLoS One 2019; 14:e0227123. [PMID: 31891646 PMCID: PMC6938298 DOI: 10.1371/journal.pone.0227123] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/11/2019] [Accepted: 12/12/2019] [Indexed: 01/25/2023] Open
Abstract
Background End-stage renal disease (ESRD) patients usually suffer from a high prevalence of central nervous system abnormalities, including cognitive impairment and emotional disorders, which severely influence their quality of life. There have been many neuroimaging research developments in ESRD patients with brain function abnormalities; however, the dysfunction of the salience network (SN) of them has received little attention. The purpose of this study was to investigate the changes of global functional connectivity density (gFCD) in brains of ESRD patients undergoing hemodialysis using resting-state functional magnetic resonance imaging (re-fMRI). Methods re-fMRI data were collected from 30 ESRD patients undergoing hemodialysis (14 men, 38.33±7.44 years old) and 30 matched healthy controls (13 men, 39.17±5.7 years old). Neuropsychological tests including the Montreal Cognitive Assessment (MoCA) and Beck Depression Inventory (BDI) were used to evaluate the neurocognitive and psychiatric conditions of the subjects. Blood biochemistry tests, including hemoglobin level, serum albumin level, blood urea level, serum phosphate, serum calcium, and parathyroid hormone level, and dialysis-related indicators, including blood pressure fluctuations in dialysis, single-pool Kt/V(spKt/V), and ultrafiltration volume of dialysis were obtained from the ESRD patients. A two-sample t-test was used to examine the group differences in gFCD between ESRD patients and healthy controls after controlling for age, gender and education. Results Compared with healthy controls, ESRD patients exhibited a significantly increased gFCD in the salience network, including the bilateral insula, and dorsal anterior cingulated cortex (dACC), and there was no significant correlation between gFCD and the structural mean grey matter volume in patients for every cluster in the brain regions showing significant different gFCD between the two groups. Furthermore, there were significant negative correlations between the degree of connectivity in the right insula and spKt/V. Conclusion Our findings revealed abnormal intrinsic dysconnectivity pattern of salience network-related regions in ESRD patients from the whole brain network perspective. The negative correlation between the right insula and spKt/V suggested that increased fractional removal of urea may reduce the pathological activity in the insula.
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Affiliation(s)
- Yan Shi
- Department of Nephrology, The Ninth People’s Hospital of Chongqing, Chongqing, China
| | - Chaoyang Tong
- Department of Medical Imaging, The Ninth People’s Hospital of Chongqing, Chongqing, China
| | - Minghao Zhang
- Center for Lab Teaching and Management, Chongqing Medical University, Chongqing, China
| | - Xiaoling Gao
- Department of Nephrology, The Ninth People’s Hospital of Chongqing, Chongqing, China
- * E-mail:
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Schaier M, Wolf RC, Kubera K, Nagel S, Bartsch A, Zeier M, Bendszus M, Herweh C. Vasogenic Brain Edema During Maintenance Hemodialysis : Preliminary Results from Tract-based Spatial Statistics and Voxel-based Morphometry. Clin Neuroradiol 2019; 31:217-224. [PMID: 31848644 DOI: 10.1007/s00062-019-00865-2] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/10/2019] [Accepted: 11/21/2019] [Indexed: 12/30/2022]
Abstract
BACKGROUND Hemodialysis (HD), especially when first initiated, can cause neurological deterioration. Presumably this is due to transient cerebral edema, which has been observed using diffusion weighted magnetic resonance imaging (MRI) in experimental and human studies; however, this has not been investigated under maintenance hemodialysis (mHD). Moreover, there are no studies to date investigating regional effects of mHD on grey and white matter volumes. METHODS In this study eight patients with end stage renal disease (ESRD) were examined immediately before and after mHD sessions with multimodal MRI, including diffusion tensor imaging (DTI) and high-resolution structural imaging. Additionally, eight healthy, age-matched and sex-matched controls were examined for comparison. Data were analyzed using tract-based spatial statistics and voxel-based morphometry. RESULTS At baseline, ESRD patients had significantly reduced values of fractional anisotropy (FA) and axial diffusivity as well as bilaterally reduced grey matter volume in the insula, compared with controls. After the mHD session, FA further decreased while axial, radial, and mean diffusivity significantly increased ubiquitously throughout the white matter. Voxel-based morphometry revealed a corresponding significant increase in white matter volume in the central right hemisphere and splenium, as well as in cortical grey matter in the anterior medial frontal and cingulate cortex. None of the patients showed neurological deterioration. CONCLUSION In this study ESRD patients showed white matter changes indicative of chronic microstructural damage when compared with healthy controls, as previously reported. In addition, patients showed signs of a transient extracellular cerebral edema, which has not yet been observed in the absence of neurological symptoms.
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Affiliation(s)
- M Schaier
- Department of Medicine I (Nephrology), University Hospital Heidelberg, Heidelberg, Germany
| | - R C Wolf
- Center for Psychosocial Medicine, Department of General Psychiatry, University Hospital Heidelberg, Heidelberg, Germany
| | - K Kubera
- Center for Psychosocial Medicine, Department of General Psychiatry, University Hospital Heidelberg, Heidelberg, Germany
| | - S Nagel
- Department of Neurology, University Hospital Heidelberg, Heidelberg, Germany
| | - A Bartsch
- Department of Neuroradiology, University Hospital Heidelberg, Im Neuenheimer Feld 400, 69120, Heidelberg, Germany
| | - M Zeier
- Department of Medicine I (Nephrology), University Hospital Heidelberg, Heidelberg, Germany
| | - M Bendszus
- Department of Neuroradiology, University Hospital Heidelberg, Im Neuenheimer Feld 400, 69120, Heidelberg, Germany
| | - C Herweh
- Department of Neuroradiology, University Hospital Heidelberg, Im Neuenheimer Feld 400, 69120, Heidelberg, Germany.
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A Low Ankle-Brachial Index and High Brachial-Ankle Pulse Wave Velocity Are Associated with Poor Cognitive Function in Patients Undergoing Hemodialysis. DISEASE MARKERS 2019; 2019:9421352. [PMID: 31531128 PMCID: PMC6721107 DOI: 10.1155/2019/9421352] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 03/28/2019] [Revised: 05/02/2019] [Accepted: 07/29/2019] [Indexed: 12/27/2022]
Abstract
Patients with end-stage renal disease (ESRD) have an increased risk of both impaired cognitive function and peripheral artery disease (PAD) than the general population. The association between PAD and dementia is recognized, but there are limited studies in patients with ESRD. The aim of this study was to evaluate the relationship between ankle-brachial index (ABI) and brachial-ankle pulse wave velocity (baPWV) and cognitive impairment in patients receiving hemodialysis (HD). We enrolled 136 prevalent HD patients (mean age 59.3 ± 10.5 years, 55.9% male). Cognitive performance was measured using the Montreal Cognitive Assessment (MoCA) and Cognitive Abilities Screening Instrument (CASI) by trained psychiatrists. Associations between the cognitive function and ABI and baPWV were assessed using multiple linear regression analysis. Compared with HD patients with ABI ≥ 0.9, patients with ABI < 0.9 had lower MoCA score (p = 0.027) and lower CASI score but did not achieve significant level (p = 0.056). In the multivariate stepwise linear regression analysis, ABI (per 0.1) was independently positively associated with the MoCA score (β coefficient = 0.62, p = 0.011) and the CASI score (β coefficient = 1.43, p = 0.026). There is a negative association between baPWV (per 100 cm/s) and CASI (β coefficient = −0.70, p = 0.009). In conclusion, a low ABI or high baPWV was associated with a lower cognitive function in HD patients.
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Chiu YL, Tsai HH, Lai YJ, Tseng HY, Wu YW, Peng YS, Chiu CM, Chuang YF. Cognitive impairment in patients with end-stage renal disease: Accelerated brain aging? J Formos Med Assoc 2019; 118:867-875. [DOI: 10.1016/j.jfma.2019.01.011] [Citation(s) in RCA: 20] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/10/2018] [Revised: 01/12/2019] [Accepted: 01/16/2019] [Indexed: 12/22/2022] Open
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Özütemiz C, Roshan SK, Kroll NJ, Benson JC, Rykken JB, Oswood MC, Zhang L, McKinney AM. Acute Toxic Leukoencephalopathy: Etiologies, Imaging Findings, and Outcomes in 101 Patients. AJNR Am J Neuroradiol 2019; 40:267-275. [PMID: 30679224 DOI: 10.3174/ajnr.a5947] [Citation(s) in RCA: 27] [Impact Index Per Article: 5.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/29/2018] [Accepted: 12/03/2018] [Indexed: 11/07/2022]
Abstract
BACKGROUND AND PURPOSE Prior studies regarding acute toxic leukoencephalopathy (ATL) are either small, or preliminary. Our aim was to evaluate etiologies of and differences in imaging severity and outcomes among various etiologies of ATL. MATERIALS AND METHODS MRIs of patients with suspected ATL over 15 years were retrospectively reviewed; inclusion criteria were: MRI <3 weeks of presentation with both DWI and FLAIR. These were jointly graded by two neuroradiologists via a previously described score of severity. Clinical outcome was evaluated via both modified Rankin (mRS) and ATL outcome (ATLOS) scores, each being correlated with the DWI and FLAIR scores. Etiologic subgroups of n > 6 patients were statistically compared. RESULTS Of 101 included patients, the 4 subgroups of n > 6 were the following: chemotherapy (n = 35), opiates (n = 19), acute hepatic encephalopathy (n = 14), and immunosuppressants (n = 11). Other causes (n = 22 total) notably included carbon monoxide (n = 3) metronidazole (n = 2), and uremia (n = 1). The mean DWI/FLAIR severity scores were 2.6/2.3, 3.3/3.3, 2.1/2.1 and 2.0/2.5 for chemotherapeutics, opiates, AHE and immunosuppressants, respectively, with significant differences in both imaging severity and outcome (P = .003-.032) among subgroups, particularly immunosuppressant versus chemotherapy-related ATL and immunosuppressants versus opiates (P = .004-.032) related ATL. DWI and FLAIR severity weakly correlated with outcome (ρ = 0.289-.349, P < .005) but correlated stronger in the chemotherapy (ρ = 0.460-.586, P < .010) and opiate (ρ =.472-.608, P < .05) subgroups, which had the worst outcomes. ATL clinically resolved in 36%, with severe outcomes in 23% (coma or death, 9/16 deaths from fludarabine). Notable laboratory results were elevated CSF myelin basic protein levels in 8/9 patients and serum blood urea nitrogen levels in 24/91. CONCLUSIONS Clinical outcomes of ATL vary on the basis of etiology, being worse in chemotherapeutic- and opiate-related ATL. Uremia may be a predisposing or exacerbating factor.
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Affiliation(s)
- C Özütemiz
- From the Department of Radiology (C.Ö., S.K.R., J.C.B., J.B.R., A.M.M.)
| | - S K Roshan
- From the Department of Radiology (C.Ö., S.K.R., J.C.B., J.B.R., A.M.M.)
| | - N J Kroll
- Faculty of Medicine (N.J.K.), University of Minnesota, Minneapolis, Minnesota
| | - J C Benson
- From the Department of Radiology (C.Ö., S.K.R., J.C.B., J.B.R., A.M.M.)
| | - J B Rykken
- From the Department of Radiology (C.Ö., S.K.R., J.C.B., J.B.R., A.M.M.)
| | - M C Oswood
- Department of Radiology (M.C.O.), Hennepin County Medical Center, Minneapolis, Minnesota
| | - L Zhang
- Biostatistics Design and Analysis Center (L.Z.), Clinical and Translational Science Institute, University of Minnesota, Minneapolis, Minnesota
| | - A M McKinney
- From the Department of Radiology (C.Ö., S.K.R., J.C.B., J.B.R., A.M.M.)
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Liu J, Zhu J, Yuan F, Zhang X, Zhang Q. Abnormal brain white matter in patients with right trigeminal neuralgia: a diffusion tensor imaging study. J Headache Pain 2018; 19:46. [PMID: 29931400 PMCID: PMC6013416 DOI: 10.1186/s10194-018-0871-1] [Citation(s) in RCA: 19] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/05/2018] [Accepted: 06/13/2018] [Indexed: 12/13/2022] Open
Abstract
BACKGROUND Idiopathic or classical trigeminal neuralgia (TN) is a chronic painful condition characterized by intermittent pain attacks. Enough evidence demonstrates classical TN is related to neurovascular compression (NVC) at the trigeminal root entry zone (REZ), but white matter change secondary to TN are not totally known. METHODS Visual Analogue Scale (VAS) and diffusion tensor imaging were performed on 29 patients with right TN and 35 healthy individuals. Voxel-wise analyses were performed with TBSS using multiple diffusion metrics, including fractional anisotropy (FA), mean diffusivity (MD), axial diffusivity (AD) and radial diffusivity (RD). Group differences in these parameters were compared between right TN patients and controls using TBSS and correlations between the white matter change and disease duration and VAS in right TN patients were assessed. Multiple comparison correction were applied to test significant correlations. RESULTS The right TN patients showed significantly lower FA and higher RD in most left white matter (P < 0.05, FWE corrected). Moreover, negative correlations were observed between disease duration and the FA values of left corona radiata, genu of corpus callosum, left external capsule and left cerebral peduncle, and between VAS and the FA values of left corona radiata, left external capsule and left cerebral peduncle (P < 0.05). Positive correlations were observed for disease duration and the RD values of left corona radiata, right external capsule, left fornix cerebri and left cerebral peduncle, and for VAS and the RD values of left corona radiata and left external capsule (P < 0.05). However, once Bonferroni corrections were applied, these correlations were not statistically significant. CONCLUSION These findings suggest that TN selectively impairs widespread white matter, especially contralateral hemisphere, which may be the hallmark of disease severity in TN patients.
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Affiliation(s)
- Junpeng Liu
- School of Medical Imaging, Tianjin Medical University, No. 1, Guangdong Road, Hexi District, Tianjin, 300203, China
| | - Jiajia Zhu
- Department of Radiology, The First Affiliated Hospital of Anhui Medical University, Hefei, China
| | - Fei Yuan
- Department of Radiology, Pingjin Hospital, Logistics University of Chinese People's Armed Police Forces, No. 220, Chenglin Road, Hedong District, Tianjin, 300162, China
| | - Xuejun Zhang
- School of Medical Imaging, Tianjin Medical University, No. 1, Guangdong Road, Hexi District, Tianjin, 300203, China.
| | - Quan Zhang
- Department of Radiology, Pingjin Hospital, Logistics University of Chinese People's Armed Police Forces, No. 220, Chenglin Road, Hedong District, Tianjin, 300162, China.
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