ArticleFrontiers in neuroscience2018
Default Mode Network Complexity and Cognitive Decline in Mild Alzheimer's Disease.
Article in Frontiers in neuroscience, 2018. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 87 papers, 2 of them syntheses that pooled it.
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Who cites it
87 citing papers in PubMed, 2 syntheses or guidelines pooled it, 153 citations in OpenAlex.
- Comparative efficacy of rTMS on different targets in Alzheimer's disease: a systematic review and meta-analysis.Frontiers in aging neuroscience · 2025Pooled it
- Diagnostic power of resting-state fMRI for detection of network connectivity in Alzheimer's disease and mild cognitive impairment: A systematic review.Human brain mapping · 2021Pooled it
- Connecting memory and functional brain networks in older adults: a resting-state fMRI study.GeroScience · 2023Trial
- Impact of Yoga Versus Memory Enhancement Training on Hippocampal Connectivity in Older Women at Risk for Alzheimer's Disease.Journal of Alzheimer's disease : JAD · 2023Trial
- Lifespan trajectories of the brain's functional complexity characterized by multiscale sample entropy.NeuroImage · 2026Article
- Three-order interactions in the alpha band of default mode network EEGs based on O-information rate: insights from aging and Alzheimer's disease.Alzheimer's research & therapy · 2026Article
- Genetically linked brain imaging markers of memory decline in aging and Alzheimer's disease.Alzheimer's & dementia : the journal of the Alzheimer's Association · 2026Article
- Aberrant Brain Entropy in Alzheimer's Disease: Evidence From a Resting-State fMRI Study.Brain and behavior · 2026Article
- Altered functional connectivity is associated with Repeatable Battery for the Assessment of Neuropsychological Status across the dementia spectrum.Journal of the International Neuropsychological Society : JINS · 2026Article
- Functional and Clinical: An Explainable Deep Learning Model for Multimodal Alzheimer's Disease Classification.Brain and behavior · 2026Article
- GPCR systems coordinate cellular resilience against aging-associated stress.Frontiers in molecular biosciences · 2026Review
- Modelling cognitive outcomes in the UK Biobank: Education, noradrenaline and frontoparietal networks.PloS one · 2026Article
- Pretangle tau pathology accrual in the default mode network during the progression of Alzheimer's disease.Molecular neurodegeneration advances · 2026Article
- 7 tesla multiscale entropy analysis reveals increased resting-state complexity in key regions for fear and anxiety in spider-fearful individuals.NeuroImage · 2025Article
- The neurobiological foundation of effective repetitive transcranial magnetic brain stimulation in Alzheimer's disease.Alzheimer's & dementia : the journal of the Alzheimer's Association · 2025Review
- Dynamic and Static Structure-Function Coupling With Machine Learning for the Early Detection of Alzheimer's Disease.Human brain mapping · 2025Article
- Neuropsychological profile associated with financial exploitation vulnerability in older adults without dementia.The Clinical neuropsychologist · 2025Article
- Advances in the use of structural and diffusion magnetic resonance imaging for characterizing SCD and MCI due to Alzheimer's disease.Frontiers in neuroscience · 2025Review
- Supercomplexity: bridging the gap between aesthetics and cognition.Frontiers in neuroscience · 2025Article
- Dysfunctional default mode and visual networks underlie cognitive deficits in dementia with Lewy bodies: a resting-state fMRI study.Frontiers in aging neuroscience · 2025Article
27 more citing papers are in PubMed but not listed here.
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Authors and funding
5 authors at 3 institutions in 3 countries.
Funding
No grant is acknowledged in the PubMed record.
Abstract
The human resting-state is characterized by spatially coherent brain activity at a low temporal frequency. The default mode network (DMN), one of so-called resting-state networks, has been associated with cognitive processes that are directed toward the self, such as introspection and autobiographic memory. The DMN's integrity appears to be crucial for mental health. For example, patients with Alzheimer's disease or other psychiatric conditions show disruptions of functional connectivity within the brain regions of the DMN. However, in prodromal or early stages of Alzheimer's disease, physiological alterations are sometimes elusive, despite manifested cognitive impairment. While functional connectivity assesses the signal correlation between brain areas, multi-scale entropy (MSE) measures the complexity of the blood-oxygen level dependent signal within an area and thus might show local changes before connectivity is affected. Hence, we investigated alterations of functional connectivity and MSE within the DMN in fifteen mild Alzheimer's disease patients as compared to fourteen controls. Potential associations of MSE with functional connectivity and cognitive abilities [i.e., mini-mental state examination (MMSE)] were assessed. A moderate decrease of DMN functional connectivity between posterior cingulate cortex and right hippocampus in Alzheimer's disease was found, whereas no differences were evident for whole-network functional connectivity. In contrast, the Alzheimer's disease group yielded lower global DMN-MSE than the control group. The most pronounced regional effects were localized in left and right hippocampi, and this was true for most scales. Moreover, MSE significantly correlated with functional connectivity, and DMN-MSE correlated positively with the MMSE in Alzheimer's disease. Most interestingly, the right hippocampal MSE was positively associated with semantic memory performance. Thus, our results suggested that cognitive decline in Alzheimer's disease is reflected by decreased signal complexity in DMN nodes, which might further lead to disrupted DMN functional connectivity. Additionally, altered entropy in Alzheimer's disease found in the majority of the scales indicated a disturbance of both local information processing and information transfer between distal areas. Conclusively, a loss of nodal signal complexity potentially impairs synchronization across nodes and thus preempts functional connectivity changes. MSE presents a putative functional marker for cognitive decline that might be more sensitive than functional connectivity alone.
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