Combined transcriptomic and proteomic analyses reveal relevant myelin features in mice with ischemic stroke

IF 3.9 4区 生物学 Q1 GENETICS & HEREDITY
Qiuyang Qian, Hao Lyu, Wei Wang, Qiwen Wang, Desheng Li, Xiaojia Liu, Yi He, Mei Shen
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引用次数: 0

Abstract

Ischemic stroke (IS), a leading cause of global disability and mortality, is characterized by white matter damage and demyelination. Despite advances, the molecular mechanisms driving post-IS myelin pathology remain poorly understood, limiting therapeutic development. This study investigates key myelin-related genes (MRGs) and their regulatory networks to identify novel therapeutic targets. A transient middle cerebral artery occlusion (MCAO) model was established in C57BL/6 mice, with brain tissues collected at four timepoints (Sham0D, MCAO0D, MCAO7D, MCAO14D). Transcriptomic and proteomic sequencing were performed, followed by soft clustering (Mfuzz), functional enrichment (GO/KEGG), and ROC analysis to identify key MRGs. Competing endogenous RNA (ceRNA) networks were constructed, and drug prediction was conducted using the Comparative Toxicogenomics Database (CTD) and molecular docking. Expression validation was performed via qRT-PCR and Western blot. Integrated multi-omics analysis identified Wasf3 and Slc25a5 as key MRGs, enriched in mitochondrial respiration, calcium metabolism, and cytoskeletal regulation. The AUC values of the one-to-one model scores were all greater than 0.7, suggesting that Wasf3 and Slc25a5 were able to effectively discriminate between samples from different time points. A ceRNA network revealed critical interactions, including the Wasf3-mmu-miR-423-5p-H19 axis, linking apoptosis and myelin dysfunction. Drug prediction highlighted valproic acid (VPA) as a high-affinity binder for both genes (binding energies: − 4.2 and − 4.7 kcal/mol), suggesting its potential as a therapeutic candidate for IS. Experimental validation confirmed significant downregulation of Wasf3 mRNA (p < 0.01) and protein (p = 0.069) post-IS, while Slc25a5 showed no significant changes, potentially due to sample size limitations. This study establishes Wasf3 and Slc25a5 as pivotal regulators of post-IS myelin pathology and proposes VPA as a promising therapeutic candidate to enhance remyelination. The findings underscore the utility of multi-omics approaches in bridging molecular mechanisms to clinical translation, offering new strategies for IS diagnosis and treatment.

结合转录组学和蛋白质组学分析揭示了缺血性脑卒中小鼠髓磷脂的相关特征
缺血性中风(IS)是全球致残和死亡的主要原因,其特征是白质损伤和脱髓鞘。尽管取得了进展,但驱动is后髓磷脂病理的分子机制仍然知之甚少,限制了治疗的发展。本研究研究髓磷脂相关基因(MRGs)及其调控网络,以确定新的治疗靶点。建立C57BL/6小鼠短暂性大脑中动脉闭塞(MCAO)模型,在4个时间点(sha0d、MCAO0D、MCAO7D、MCAO14D)采集脑组织。进行转录组学和蛋白质组学测序,然后进行软聚类(Mfuzz),功能富集(GO/KEGG)和ROC分析以鉴定关键MRGs。构建竞争内源性RNA (ceRNA)网络,利用比较毒理学基因组数据库(CTD)和分子对接进行药物预测。通过qRT-PCR和Western blot进行表达验证。综合多组学分析发现Wasf3和Slc25a5是关键的MRGs,在线粒体呼吸、钙代谢和细胞骨架调节中富集。一对一模型得分的AUC值均大于0.7,说明Wasf3和Slc25a5能够有效区分不同时间点的样本。ceRNA网络揭示了关键的相互作用,包括Wasf3-mmu-miR-423-5p-H19轴,将细胞凋亡和髓磷脂功能障碍联系起来。药物预测强调丙戊酸(VPA)作为两个基因的高亲和力结合物(结合能:- 4.2和- 4.7 kcal/mol),表明其作为IS的候选治疗药物的潜力。实验验证证实is后Wasf3 mRNA (p < 0.01)和蛋白(p = 0.069)显著下调,而Slc25a5无显著变化,可能是由于样本量的限制。本研究确定Wasf3和Slc25a5是is后髓鞘病理的关键调节因子,并提出VPA作为一种有希望的治疗候选药物来增强髓鞘再生。这些发现强调了多组学方法在连接分子机制和临床转化方面的效用,为IS的诊断和治疗提供了新的策略。
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来源期刊
CiteScore
3.50
自引率
3.40%
发文量
92
审稿时长
2 months
期刊介绍: Functional & Integrative Genomics is devoted to large-scale studies of genomes and their functions, including systems analyses of biological processes. The journal will provide the research community an integrated platform where researchers can share, review and discuss their findings on important biological questions that will ultimately enable us to answer the fundamental question: How do genomes work?
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