Integrative bioinformatics and machine learning identify iron metabolism genes MAP4, GPT, and HIRIP3 as diagnostic biomarkers and therapeutic targets in Alzheimer’s disease

This analysis highlights these genes as diagnostic biomarkers and therapeutic targets, connecting iron balance, neuroinflammation, and metabolic problems in AD. The immune profile suggests potential for immunomodulatory treatments, enhancing understanding of AD and aiding precision diagnostics and therapies.

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Publication Details

Journal
Frontiers in Cellular Neuroscience
Published
2025-06-06
DOI
https://doi.org/10.3389/fncel.2025.1610682
Citations
1
Primary Topic
Alzheimer's disease research and treatments
Type
article
Field-Weighted Citation Impact
1.16

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article

Integrative bioinformatics and machine learning identify iron metabolism genes MAP4, GPT, and HIRIP3 as diagnostic biomarkers and therapeutic targets in Alzheimer’s disease

Wenfeng Yu, Xiaorong Zeng, Michelangelo Cao, Zhenzhen Yi et al.
1 citations
Frontiers in Cellular Neuroscience
Alzheimer's disease research and treatments
1.16
article

Integrative bioinformatics and machine learning identify iron metabolism genes MAP4, GPT, and HIRIP3 as diagnostic biomarkers and therapeutic targets in Alzheimer’s disease

Wenfeng Yu, Xiaorong Zeng, Michelangelo Cao, Zhenzhen Yi, Zhenkui Ren, Yijia Wang, Xiaoqiong An
article en
1 citations

Abstract

This analysis highlights these genes as diagnostic biomarkers and therapeutic targets, connecting iron balance, neuroinflammation, and metabolic problems in AD. The immune profile suggests potential for immunomodulatory treatments, enhancing understanding of AD and aiding precision diagnostics and therapies.

Frontiers in Cellular NeuroscienceVol. 19
Guiyang Medical University (CN), Xintai People's Hospital (CN), Guizhou Provincial People's Hospital (CN)
National Natural Science Foundation of China
Openalex Percentile: Top 21%
Alzheimer's disease research and treatments
1.16
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