Case-ControlJournal of neuroengineering and rehabilitation2025

Imbalance, compensation, and rigidity in brain functional connectivity and microstates among older adults with cognitive impairment.

Feng Ding, Shuqi Jia, Xin Xin and 7 others

PMID 41327435

WHAT IT FOUND

Older adults with more severe cognitive impairment had stronger, denser low-frequency brain connections and different EEG activity patterns.

These are research associations, not a diagnostic test or a reason to change treatment.

Key findings

01Resting EEG showed stronger connections between brain regions in the delta and theta bands in older adults with more severe cognitive impairment.

02The same low-frequency networks were denser, with more apparent connections, as impairment became more severe.

03Age, education, and physical activity were associated with the EEG network and microstate measures, while sleep quality was not.

STILL TO COME

How it was doneWhat they found

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What it does not show

Cross-sectional design cannot establish that EEG changes caused cognitive impairment or that impairment caused EEG changes. The study reports group differences, not how accurately the EEG measures classify an individual person. Age, education, sleep, and physical activity differed between groups and were adjusted for, but they may still contribute to the observed pattern. Sleep and physical activity were measured by questionnaires, which can be subjective. Cognitive status was classified mainly by MoCA and was not confirmed with MRI, cerebrospinal fluid tests, or PET imaging. Moderate and severe cognitive impairment were combined into one group. EEG was recorded with 24 channels, which may limit spatial detail.

Declared interests

Funded by the Shanghai Key Laboratory of Human Performance Development and Guarantee and a National Social Science Fund project on physical exercise to delay cognitive decline. No other conflict-of-interest statement is given.

The easy way to misread this

Do not read the EEG differences as a diagnostic test or as proof that low-frequency connectivity causes cognitive decline. The study is cross-sectional and reports group associations, not individual classification accuracy or causal effects.

Summarised by AI from the full paper, without a clinician reviewing it. Check it against the source before it changes what you do. Read it on PubMed →


The study

Participants
260 older adults: 95 with moderate to severe cognitive impairment, 100 with mild cognitive impairment, and 65 cognitively healthy
Certainty of evidence
Low

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    Cite

    Feng Ding, Shuqi Jia, Xin Xin, et al. Imbalance, compensation, and rigidity in brain functional connectivity and microstates among older adults with cognitive impairment. Journal of neuroengineering and rehabilitation. 2025.

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