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Updated: Jan 22, 2026

Application of Granger Causality Analysis of the Directed Functional Connection in Alzheimer's Disease and Mild Cognitive Impairment
Published on: August 7, 2017
Alterations of default mode functional connectivity in individuals with end-stage renal disease and mild cognitive
Haitao Lu1, Zhengzhang Gu1, Wei Xing2
1Department of Radiology, The Third Affiliated Hospital of Soochow University, Changzhou, China.
Background:
Mild cognitive impairment (MCI) occurs frequently in many end stage renal disease (ESRD) patients, may significantly worsen survival odds and prognosis. However, the exact neuropathological mechanisms of MCI combined with ESRD are not fully clear. This study examined functional connectivity (FC) alterations of the default-mode network (DMN) in individuals with ESRD and MCI.
Methods:
Twenty-four individuals with ESRD identified as MCI patients were included in this study; of these, 19 and 5 underwent hemodialysis (HD) and peritoneal dialysis (PD), respectively. Another group of 25 age-, sex- and education level-matched subjects were recruited as the control group. All participants underwent resting-state functional MRI and neuropsychological tests; the ESRD group underwent additional laboratory testing. Independent component analysis (ICA) was used for DMN characterization. With functional connectivity maps of the DMN derived individually, group comparison was performed with voxel-wise independent samples t-test, and connectivity changes were correlated with neuropsychological and clinical variables.
Results:
Compared with the control group, significantly decreased functional connectivity of the DMN was observed in the posterior cingulate cortex (PCC) and precuneus (Pcu), as well as in the medial prefrontal cortex (MPFC) in the ESRD group. Functional connectivity reductions in the MPFC and PCC/Pcu were positively correlated with hemoglobin levels. In addition, functional connectivity reduction in the MPFC showed positive correlation with Montreal Cognitive Assessment (MoCA) score.
Conclusion:
Decreased functional connectivity in the DMN may be associated with neuropathological mechanisms involved in ESRD and MCI.
Insights
End-stage renal disease (ESRD) patients with mild cognitive impairment (MCI) show reduced default-mode network (DMN) functional connectivity. This DMN alteration is linked to lower hemoglobin and cognitive test scores, suggesting a neuropathological basis.
Area of Science:
- Neuroscience
- Nephrology
- Cognitive Science
Background:
- Mild cognitive impairment (MCI) is prevalent in end-stage renal disease (ESRD) patients, impacting prognosis.
- The underlying neuropathological mechanisms linking ESRD and MCI remain unclear.
- This study investigates default-mode network (DMN) functional connectivity (FC) in ESRD patients with MCI.
Purpose of the Study:
- To examine alterations in DMN functional connectivity (FC) in individuals with ESRD and MCI.
- To correlate these FC changes with neuropsychological and clinical variables.
Main Methods:
- Resting-state functional MRI and neuropsychological tests were administered to 24 ESRD patients with MCI and 25 controls.
- Independent component analysis (ICA) characterized the DMN.
- Voxel-wise t-tests compared FC between groups, with correlations to clinical data.
Main Results:
- ESRD patients with MCI exhibited significantly decreased DMN functional connectivity in the posterior cingulate cortex (PCC)/precuneus (Pcu) and medial prefrontal cortex (MPFC).
- Reduced FC in MPFC and PCC/Pcu correlated positively with hemoglobin levels.
- MPFC FC reduction also positively correlated with Montreal Cognitive Assessment (MoCA) scores.
Conclusions:
- Decreased DMN functional connectivity is associated with neuropathological mechanisms in ESRD patients with MCI.
- These findings highlight potential neuroimaging biomarkers for cognitive impairment in ESRD.
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