Intrinsic functional connectivity, CSF biomarker profiles and their relation to cognitive function in mild cognitive impairment
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Updated: Jan 2, 2026

Application of Granger Causality Analysis of the Directed Functional Connection in Alzheimer's Disease and Mild Cognitive Impairment
Published on: August 7, 2017
Silke Matura1, Jan Köhler2, Andreas Reif1
1Department of Psychiatry, Psychosomatic Medicine and Psychotherapy, University Hospital, Goethe University, Frankfurt, Germany.
Abstract:
Mild cognitive impairment (MCI) often precedes Alzheimer's Dementia (AD), and in a high proportion of individuals affected by MCI, there are already neuropathological processes ongoing that become more evident when patients progress to AD. Accordingly, there is a need for reliable biomarkers to distinguish between normal aging and incipient AD. Recent research suggests that, in addition to established biomarkers such as CSF Aß42, total tau and hyperphosphorylated tau, resting state connectivity established by functional magnetic resonance imaging might also be a feasible biomarker for prodromal stages of AD. In order to explore this possibility, we investigated resting state functional connectivity as well as cerebrospinal fluid (CSF) biomarker profiles in patients with MCI (n = 30; age 66.43 ± 7.06 years) and cognitively healthy controls (n = 38; age 66.89 ± 7.12 years). CSF Aß42, total tau and hyperphosphorylated tau concentrations were correlated with measures of cognitive performance (immediate and delayed recall, global cognition, processing speed). Moreover, MCI-related alterations in intrinsic functional connectivity within the default mode network were investigated using functional resting state MRI. As expected, MCI patients showed decreased CSF Aß42 and increased total tau concentrations. These alterations were associated with cognitive performance. However, there were no differences between MCI patients and cognitively healthy controls regarding intrinsic functional connectivity. In conclusion, our results indicate that CSF protein profiles seem to be more closely related to cognitive decline than alterations in resting state activity. Thus, resting state connectivity might not be a reliable biomarker for early stages of AD.
Insights
Cerebrospinal fluid (CSF) biomarkers, not resting state functional connectivity, appear more reliable for detecting early Alzheimer's disease (AD) changes. This study found CSF protein profiles correlate with cognitive decline in mild cognitive impairment (MCI).
Area of Science:
- Neuroscience
- Biomarker Research
- Gerontology
Background:
- Mild cognitive impairment (MCI) often precedes Alzheimer's Dementia (AD), indicating a need for early diagnostic biomarkers.
- Established biomarkers include cerebrospinal fluid (CSF) Aß42, total tau, and hyperphosphorylated tau.
- Resting state functional connectivity (rsFC) via fMRI is explored as a potential biomarker for prodromal AD.
Purpose of the Study:
- To investigate resting state functional connectivity and CSF biomarker profiles in MCI patients compared to healthy controls.
- To determine if rsFC can serve as a reliable biomarker for the early stages of AD.
- To correlate CSF biomarker concentrations with cognitive performance.
Main Methods:
- Functional magnetic resonance imaging (fMRI) to assess resting state functional connectivity within the default mode network.
- Analysis of cerebrospinal fluid (CSF) for Aß42, total tau, and hyperphosphorylated tau concentrations.
- Cognitive assessments including immediate/delayed recall, global cognition, and processing speed.
Main Results:
- MCI patients exhibited decreased CSF Aß42 and increased total tau concentrations, correlating with cognitive performance.
- No significant differences in intrinsic functional connectivity were observed between MCI patients and healthy controls.
- CSF protein alterations were associated with cognitive decline, while rsFC did not differentiate the groups.
Conclusions:
- CSF protein profiles are more closely associated with cognitive decline in MCI than resting state functional connectivity.
- Resting state functional connectivity may not be a reliable biomarker for the early detection of Alzheimer's disease.
- Established CSF biomarkers remain crucial for assessing prodromal AD stages.
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