Peripheral blood immune landscape and NXPE3 as a novel biomarker for hypertensive intracerebral hemorrhage risk prediction and targeted therapy

IF 23.7 Q1 MICROBIOLOGY
iMeta Pub Date : 2025-04-11 DOI:10.1002/imt2.70030
Meng Zhang, Jingyuan Ning, Jing Liu, Yingying Sun, Ning Xiao, Haochen Xu, Jingzhou Chen
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Abstract

We employed bulk RNA-seq and scRNA-seq techniques to analyze the immune dysregulation in patients with intracerebral hemorrhage (ICH). The study revealed that excessive inflammatory responses, neutrophil activation, and T-cell dysfunction are the main characteristics of ICH. A multi-machine learning framework was utilized to construct a predictive model for ICH risk in hypertensive patients. Molecular docking and simulation results demonstrated that NXPE3 is a potential therapeutic target, and dihydroergotamine (DHE) exhibits a strong binding affinity to NXPE3. In vivo experiments indicated that DHE can reduce the incidence of spontaneous ICH and modulate the immune-inflammatory response. These results support DHE targeting NXPE3 as a potential therapeutic strategy for hypertension-related ICH.

外周血免疫景观和NXPE3作为高血压脑出血风险预测和靶向治疗的新生物标志物
我们采用大体积RNA-seq和scRNA-seq技术分析脑出血患者的免疫失调。研究表明,过度的炎症反应、中性粒细胞活化和t细胞功能障碍是脑出血的主要特征。采用多机器学习框架构建高血压患者脑出血风险预测模型。分子对接和模拟结果表明NXPE3是一个潜在的治疗靶点,双氢麦角胺(DHE)与NXPE3表现出很强的结合亲和力。体内实验表明,DHE可降低自发性脑出血的发生率,调节免疫炎症反应。这些结果支持DHE靶向NXPE3作为高血压相关性脑出血的潜在治疗策略。
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CiteScore
10.80
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