基于生物信息学和实验验验证的脑粉样血管病变和失眠之间的常见病原性基因的探索
Xin-Yu Li1,2,3, Kun Li1,2,3, Yi-Han Wei1,2,3
1Department of Neurology, the First Affiliated Hospital of Zhengzhou University, No.1 Jianshe Dong Road, Zhengzhou, Henan, China.
Scientific reports
|July 20, 2025
概括
这项研究确定CBX5和POLR1B是大脑粉样血管病变 (CAA) 和失眠中共享的枢纽基因,为这些神经系统疾病提供了新的分子标.
科学领域:
- 神经科学是一个神经科学.
- 遗传学 遗传学 是一个
- 生物信息学是一种生物信息学.
背景情况:
- 大脑粉样血管病变 (CAA) 和失眠是常见的与年龄有关的神经系统疾病.
- 在CAA和失眠之间,共享的遗传基础和生物机制尚未得到充分理解.
研究的目的:
- 为了确定与CAA和失眠相关的常见基因.
- 探索这些疾病的分子机制和潜在的治疗点.
主要方法:
- 对CAA患者的RNA测序和对失眠微阵列数据的分析 (GSE208668).
- 不同基因表达分析,蛋白与蛋白相互作用 (PPI) 网络构建和机器学习 (随机森林,XGBoost).
- 途径分析,网络构建 (共表达,药物-mRNA,TF-mRNA-miRNA,ceRNA) 和实验验证 (qRT-PCR,西斑).
主要成果:
- 确定了185个不同表达的基因 (DEGs),这两种情况都很常见.
- 通过网络和机器学习分析,CBX5和POLR1B被确定为关键的枢纽基因.
- 途径分析表明,这些枢纽基因在CAA和失眠中起着不同的作用,具有验证的调节机制.
结论:
- 证实CBX5和POLR1B是大脑粉样血管病变和失眠的共同枢纽基因.
- 这些基因代表了潜在的新分子标,用于诊断和治疗神经系统疾病.
更多相关视频
09:33Quantitative 3D In Silico Modeling q3DISM of Cerebral Amyloid-beta Phagocytosis in Rodent Models of Alzheimer's Disease
Published on: December 26, 2016
8.0K
04:41Mapping Alzheimer's Disease Variants to Their Target Genes Using Computational Analysis of Chromatin Configuration
Published on: January 9, 2020
19.0K
相关概念视频
Alzheimer Disease l: Introduction
21
Alzheimer disease is a chronic, progressive, and irreversible neurodegenerative disorder and the most common cause of dementia in older adults. It leads to gradual neuronal loss, causing cognitive decline, behavioral changes, and loss of functional independence.Risk Factors and EtiologyThe disease is multifactorial. Age is the strongest risk factor, with prevalence doubling every 5 years after age 65. Genetic factors include mutations in genes such as APP, PSEN1, and PSEN2, which are associated...
21
Alzheimer Disease ll: Pathophysiology
35
Alzheimer disease involves structural changes in the brain that begin long before symptoms appear. The most distinctive features are extracellular neuritic plaques and intracellular neurofibrillary tangles.Neuritic plaques form in the cerebral cortex and around blood vessels. These plaques contain a dense core of beta-amyloid (Aβ)—a toxic protein fragment that clumps outside neurons. The core is surrounded by damaged neuronal extensions, as well as reactive astrocytes and...
35
