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Differences in transcriptome characteristics and drug repositioning of Alzheimer's disease according to sex

转录组 药物重新定位 疾病 药品 生物 计算生物学 医学 遗传学 基因 药理学 内科学 基因表达
作者
Jingqi Shi,Minghua Zhang,Yazhuo Hu,Jing Liu,Ke Li,Xuan Sun,Siyu Chen,Jianwei Liu,Ling Ye,Fan Jiao,Jianjun Jia
出处
期刊:Neurobiology of Disease [Elsevier BV]
卷期号:210: 106909-106909 被引量:2
标识
DOI:10.1016/j.nbd.2025.106909
摘要

BACKGROUND: Previous studies have shown significant sex differences in AD with regarding its epidemiology, pathophysiology, clinical presentation, and treatment response. However, the transcriptome variances associated with sex in AD remain unclear. METHODS: RNA sequencing (RNA-seq) and transcriptomic analyses were performed on peripheral blood samples from total of 54 patients, including male AD patients (n = 15), female AD patients (n = 10), male MCI patients (n = 7), female MCI patients (n = 11), male healthy controls (n = 6), female healthy controls (n = 5). The snRNA-seq dataset (GSE167494, GSE157827) of prefrontal cortex tissues was obtained from the Gene Expression Omnibus (GEO). We conducted an investigation into differentially expressed genes and pathways in the peripheral blood cells as well as prefrontal cortex tissues of both male and female AD patients with consideration to sex-related factors. Additionally, we analyzed the distribution and characteristics of cells in the cerebral cortex as well as the interaction and communication between cells of male and female AD patients. Connectivity Map (CMap) was utilized for predicting and screening potential sex-specific drugs for AD. RESULTS: The transcriptome profile and associated biological processes in the peripheral blood of male and female AD and MCI patients exhibit discernible differences, including upregulation of BASP1 in AD male patients and arousing TNS1 in AD female patients. The distribution of various cell types in the prefrontal cortex tissues differs between male and female AD patients, like neuron and oligodendrocyte decreased and endothelial cell and astrocyte increased in female compared with male, while a multitude of genes exhibit significant differential expression. The results of cell communication analysis, such as collagen signaling pathway, suggest that sex disparities impact intercellular interactions within prefrontal cortex tissues among individuals with AD. By drug repositioning, several drugs, including torin-2 and YM-298198, might have the potential to therapeutic value of MCI or AD, while drugs like homoharringtonine and teniposide have potential opposite effects in different sexes. CONCLUSION: The characteristics of the transcriptome in peripheral blood and single-cell transcriptome in the prefrontal cortex exhibit significant differences between male and female patients with AD, which providing a basis for future sex stratified treatment of AD.
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