Alzheimer's Disease (AD) remains a significant challenge due to its complex etiology and socio-economic burden. In this study, we investigated the roles of macrophage polarization-related hub genes in AD pathology, focusing on their impact on immune infiltration and gene regulation in distinct brain regions. Using Gene Expression Omnibus (GEO) datasets GSE110226 (choroid plexus) and GSE1297 (hippocampal CA1), we identified key genes-EDN1, HHLA2, KL, TREM2, and WWTR1-associated with AD mechanisms and immune responses. Based on these findings, we developed a diagnostic model demonstrating favorable calibration and clinical applicability. Furthermore, we explored molecular interactions within mRNA-transcription factor and mRNA-miRNA regulatory networks, providing deeper insights into AD progression and identifying potential therapeutic targets. The novel identification of WWTR1 and HHLA2 as biomarkers expands the diagnostic toolkit for AD, offering new perspectives on the disease's underlying immune dynamics. However, external dataset validation and further in vitro and in vivo studies are required to confirm these results and their clinical relevance.
机构:
Case Western Reserve Univ, Sch Med, Dept Neurosci, Alzheimer Res Lab, Cleveland, OH 44106 USACase Western Reserve Univ, Sch Med, Dept Neurosci, Alzheimer Res Lab, Cleveland, OH 44106 USA
Mandrekar-Colucci, Shweta
Landreth, Gary E.
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Case Western Reserve Univ, Sch Med, Dept Neurosci, Alzheimer Res Lab, Cleveland, OH 44106 USACase Western Reserve Univ, Sch Med, Dept Neurosci, Alzheimer Res Lab, Cleveland, OH 44106 USA
机构:
Case Western Reserve Univ, Sch Med, Dept Neurosci, Alzheimer Res Lab, Cleveland, OH 44106 USACase Western Reserve Univ, Sch Med, Dept Neurosci, Alzheimer Res Lab, Cleveland, OH 44106 USA
Cameron, Brent
Landreth, Gary E.
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Case Western Reserve Univ, Sch Med, Dept Neurosci, Alzheimer Res Lab, Cleveland, OH 44106 USACase Western Reserve Univ, Sch Med, Dept Neurosci, Alzheimer Res Lab, Cleveland, OH 44106 USA
机构:
Guangzhou Med Univ, Dept Anat & Neurobiol, Guangzhou 510260, Peoples R ChinaGuangzhou Med Univ, Dept Anat & Neurobiol, Guangzhou 510260, Peoples R China
Li, Qingqing
Wu, Yingying
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Guangzhou Med Univ, Dept Anat & Neurobiol, Guangzhou 510260, Peoples R ChinaGuangzhou Med Univ, Dept Anat & Neurobiol, Guangzhou 510260, Peoples R China
Wu, Yingying
Chen, Jichun
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Guangzhou Med Univ, Dept Anat & Neurobiol, Guangzhou 510260, Peoples R ChinaGuangzhou Med Univ, Dept Anat & Neurobiol, Guangzhou 510260, Peoples R China
Chen, Jichun
Xuan, Aiguo
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Guangzhou Med Univ, Dept Anat & Neurobiol, Guangzhou 510260, Peoples R ChinaGuangzhou Med Univ, Dept Anat & Neurobiol, Guangzhou 510260, Peoples R China
Xuan, Aiguo
Wang, Xiao
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Guangzhou Med Univ, Dept Anat & Neurobiol, Guangzhou 510260, Peoples R ChinaGuangzhou Med Univ, Dept Anat & Neurobiol, Guangzhou 510260, Peoples R China
机构:
Queen Marys Hosp, Sch Med & Dent, William Harvey Res Inst, Ctr Translat Med & Therapeut, London SW15 5PN, EnglandQueen Marys Hosp, Sch Med & Dent, William Harvey Res Inst, Ctr Translat Med & Therapeut, London SW15 5PN, England
Solito, Egle
Sastre, Magdalena
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机构:
Univ London Imperial Coll Sci Technol & Med, Hammersmith Hosp, Ctr Neurosci, London W12 0NN, EnglandQueen Marys Hosp, Sch Med & Dent, William Harvey Res Inst, Ctr Translat Med & Therapeut, London SW15 5PN, England
机构:
Beichen Tradit Chinese Med Hosp Tianjin, Dept Neurosurg, Tianjin, Peoples R ChinaBeichen Tradit Chinese Med Hosp Tianjin, Dept Neurosurg, Tianjin, Peoples R China
Zhang, Pengfei
Zhao, Liwen
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Tianjin Med Univ, Dept Neurosurg, Gen Hosp Airport Site, Tianjin, Peoples R ChinaBeichen Tradit Chinese Med Hosp Tianjin, Dept Neurosurg, Tianjin, Peoples R China
Zhao, Liwen
Li, Hongbin
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机构:
Beichen Tradit Chinese Med Hosp Tianjin, Dept Neurol, Tianjin, Peoples R ChinaBeichen Tradit Chinese Med Hosp Tianjin, Dept Neurosurg, Tianjin, Peoples R China
Li, Hongbin
Shen, Jie
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机构:
Beichen Tradit Chinese Med Hosp Tianjin, Dept Neurol, Tianjin, Peoples R ChinaBeichen Tradit Chinese Med Hosp Tianjin, Dept Neurosurg, Tianjin, Peoples R China
Shen, Jie
Li, Hui
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Beichen Tradit Chinese Med Hosp Tianjin, Dept Neurosurg, Tianjin, Peoples R ChinaBeichen Tradit Chinese Med Hosp Tianjin, Dept Neurosurg, Tianjin, Peoples R China
Li, Hui
Xing, Yongguo
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Beichen Tradit Chinese Med Hosp Tianjin, Dept Neurosurg, Tianjin, Peoples R ChinaBeichen Tradit Chinese Med Hosp Tianjin, Dept Neurosurg, Tianjin, Peoples R China
机构:
Tianjin Med Univ Gen Hosp, Dept Geriatr, Anshan Rd 154, Tianjin 300052, Peoples R China
Tianjin Geriatr Inst, Anshan Rd 154, Tianjin 300052, Peoples R ChinaTianjin Med Univ Gen Hosp, Dept Geriatr, Anshan Rd 154, Tianjin 300052, Peoples R China
Zhang, Yaodan
Miao, Yuyang
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Tianjin Med Univ Gen Hosp, Dept Geriatr, Anshan Rd 154, Tianjin 300052, Peoples R China
Tianjin Geriatr Inst, Anshan Rd 154, Tianjin 300052, Peoples R ChinaTianjin Med Univ Gen Hosp, Dept Geriatr, Anshan Rd 154, Tianjin 300052, Peoples R China
Miao, Yuyang
Tan, Jin
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机构:
Tianjin Med Univ Gen Hosp, Dept Geriatr, Anshan Rd 154, Tianjin 300052, Peoples R China
Tianjin Geriatr Inst, Anshan Rd 154, Tianjin 300052, Peoples R ChinaTianjin Med Univ Gen Hosp, Dept Geriatr, Anshan Rd 154, Tianjin 300052, Peoples R China
Tan, Jin
Chen, Fanglian
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机构:
Tianjin Med Univ Gen Hosp, Tianjin Neurol Inst, Tianjin, Peoples R ChinaTianjin Med Univ Gen Hosp, Dept Geriatr, Anshan Rd 154, Tianjin 300052, Peoples R China
Chen, Fanglian
Lei, Ping
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机构:
Tianjin Med Univ Gen Hosp, Dept Geriatr, Anshan Rd 154, Tianjin 300052, Peoples R China
Tianjin Geriatr Inst, Anshan Rd 154, Tianjin 300052, Peoples R China
Tianjin Med Univ Gen Hosp, Haihe Lab Cell Ecosyst, Anshan Rd 154, Tianjin 300052, Peoples R ChinaTianjin Med Univ Gen Hosp, Dept Geriatr, Anshan Rd 154, Tianjin 300052, Peoples R China
Lei, Ping
Zhang, Qiang
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机构:
Tianjin Med Univ Gen Hosp, Dept Geriatr, Anshan Rd 154, Tianjin 300052, Peoples R China
Tianjin Geriatr Inst, Anshan Rd 154, Tianjin 300052, Peoples R ChinaTianjin Med Univ Gen Hosp, Dept Geriatr, Anshan Rd 154, Tianjin 300052, Peoples R China