What question did this study set out to answer?

The study aims to explore epigenetic alterations associated with the progression of Alzheimer’s disease and their relevance to biomarkers and treatment.

August 5, 2026Iconic Research and Engineering Journals

Epigenetic Alterations Associated with Alzheimer's Disease Progression

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ADAbolaji Tawakalitu DurodoyeImo State University

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Implication

Investigates epigenetic changes linked to Alzheimer's progression, suggesting implications for future biomarker and treatment development.

Key Points

The study aims to explore epigenetic alterations associated with the progression of Alzheimer’s disease and their relevance to biomarkers and treatment.
Created a synthetic cohort of 480 observations divided into cognitively normal, mild cognitive impairment, and Alzheimer’s disease groups.
Used demographic, cognitive, APOE, methylation, non-coding RNA, chromatin-accessibility, and transcriptomic measures for analysis.
Applied group comparisons, linear models, and a 10-fold cross-validated logistic model to the data.
Increased mean age, APOE ε4 frequency, and cognitive impairment observed across diagnostic groups in the synthetic data.
Synthetic methylation levels at specific genes increased with diagnostic stage, including ANK1 and BIN1.
The model combining molecular features achieved a 10-fold cross-validated AUC of 0.917, indicating strong predictive capability.

Cite This Study

Abolaji Tawakalitu Durodoye (2026) studied this question.

synapsesocial.com/papers/6a72e85b226790f370658328 https://doi.org/10.64388/irev10i1-1720207

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Implication

Investigates epigenetic changes linked to Alzheimer's progression, suggesting implications for future biomarker and treatment development.

Epigenetic Alterations Associated with Alzheimer's Disease Progression

Discussion

Member takes

Implication

Key Points

Cite This Study

Epigenetic Alterations Associated with Alzheimer's Disease Progression

Discussion

Member takes

Implication

Key Points

Cite This Study

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