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:
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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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:
Qingdao Univ, Qingdao Municipal Hosp, Dept Neurol, 5 Donghai Middle Rd, Qingdao, Peoples R ChinaQingdao Univ, Qingdao Municipal Hosp, Dept Neurol, 5 Donghai Middle Rd, Qingdao, Peoples R China
Zhang, Peng-Fei
Hu, Hao
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Qingdao Univ, Qingdao Municipal Hosp, Dept Neurol, 5 Donghai Middle Rd, Qingdao, Peoples R ChinaQingdao Univ, Qingdao Municipal Hosp, Dept Neurol, 5 Donghai Middle Rd, Qingdao, Peoples R China
Hu, Hao
Tan, Lan
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Qingdao Univ, Qingdao Municipal Hosp, Dept Neurol, 5 Donghai Middle Rd, Qingdao, Peoples R ChinaQingdao Univ, Qingdao Municipal Hosp, Dept Neurol, 5 Donghai Middle Rd, Qingdao, Peoples R China
Tan, Lan
Yu, Jin-Tai
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机构:
Fudan Univ, Dept Neurol, Shanghai, Peoples R China
Fudan Univ, Huashan Hosp, Inst Neurol, State Key Lab Med Neurobiol, Shanghai, Peoples R China
Fudan Univ, MOE Frontiers Ctr Brain Sci, Shanghai Med Coll, Shanghai, Peoples R ChinaQingdao Univ, Qingdao Municipal Hosp, Dept Neurol, 5 Donghai Middle Rd, Qingdao, Peoples R China
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:
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:
Univ Lisbon, Fac Pharm, IMed UL, P-1699 Lisbon, Portugal
Ctr Invest Interdisciplinar Egas Moniz, Monte De Caparica, PortugalUniv Lisbon, Fac Pharm, IMed UL, P-1699 Lisbon, Portugal
Caldeira, C.
Frederico, A.
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机构:
Univ Lisbon, Fac Pharm, IMed UL, P-1699 Lisbon, PortugalUniv Lisbon, Fac Pharm, IMed UL, P-1699 Lisbon, Portugal
Frederico, A.
Vaz, A.
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Univ Lisbon, Fac Pharm, IMed UL, P-1699 Lisbon, PortugalUniv Lisbon, Fac Pharm, IMed UL, P-1699 Lisbon, Portugal
Vaz, A.
Fernandes, A.
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机构:
Univ Lisbon, Fac Pharm, IMed UL, P-1699 Lisbon, PortugalUniv Lisbon, Fac Pharm, IMed UL, P-1699 Lisbon, Portugal
Fernandes, A.
Brites, D.
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机构:
Univ Lisbon, Fac Pharm, IMed UL, P-1699 Lisbon, PortugalUniv Lisbon, Fac Pharm, IMed UL, P-1699 Lisbon, Portugal