大脑成像显示了自身免疫脑炎的层次拓变化和阶段依赖性损伤
Li Lin1, Ling Fang1, Yu Huang2
1Department of Radiology, The Third Affiliated Hospital of Sun Yat-Sen University, Guangzhou, 510630, Guangdong, China.
Journal of neurology
|February 9, 2026
概括
自身免疫性脑炎会导致大脑网络中断,在急性阶段会恶化. 网络效率的变化可以帮助诊断疾病并预测结果,指导个性化治疗.
科学领域:
- 神经科学是一个神经科学.
- 免疫学 免疫学 免疫学
- 放射学 放射学是一门学科.
背景情况:
- 自身免疫性脑炎 (AE) 是一种严重的神经疾病,由免疫系统对脑细胞的攻击驱动.
- AE表现为神经精神症状,如发作和认知障碍,需要了解其神经基础.
研究的目的:
- 分析不同AE临床阶段的功能和结构连接的脑网络变化.
- 评估这些网络变化的潜力,作为诊断AE和预测其过程的生物标志物.
主要方法:
- 在52名AE患者和32名健康对照中利用了静止状态功能性MRI和扩散张力成像.
- 应用图形理论来评估大脑网络拓,比较全球和本地网络措施.
- 使用机器学习来分类疾病状态和临床阶段.
主要成果:
- AE患者在全局和局部网络效率显著下降,特别是在急性阶段的中和下叶.
- 机器学习模型准确地区分了AE患者与对照者 (AUC 0.97 功能, 0.85 结构) 以及急性与康复阶段 (AUC 0.98 功能, 0.83 结构).
结论:
- 自身免疫性脑炎的特征是特定阶段的网络损伤,与大脑连接中断有关.
- 网络效率显示出作为AE诊断和预后的生物标志物具有前景,支持定制治疗的多式成像.
相关概念视频
Brain Imaging
757
Brain imaging technologies provide critical insights into both the structure and function of the human brain, enabling medical professionals and researchers to diagnose, study, and treat neurological disorders or psychiatric disorders more effectively.
These technologies include computerized axial tomography (CAT or CT scans), positron-emission tomography (PET scans), magnetic resonance imaging (MRI), functional magnetic resonance imaging (fMRI), and Transcranial Magnetic...
These technologies include computerized axial tomography (CAT or CT scans), positron-emission tomography (PET scans), magnetic resonance imaging (MRI), functional magnetic resonance imaging (fMRI), and Transcranial Magnetic...
757
Autoimmune Disorders
1.8K
Autoimmune diseases are a group of disorders in which the body's immune system mistakenly attacks its own cells, tissues, and organs. This results from an overactive immune response against substances and tissues normally present in the body. Let's delve into the concept and mechanism of autoimmune diseases from an immune system point of view, explore different causes and examples of such diseases, and discuss potential solutions.
Concept and Mechanism of Autoimmune Diseases
The immune...
Concept and Mechanism of Autoimmune Diseases
The immune...
1.8K
Frequency-dependent Selection
24.2K
When the fitness of a trait is influenced by how common it is (i.e., its frequency) relative to different traits within a population, this is referred to as frequency-dependent selection. Frequency-dependent selection may occur between species or within a single species. This type of selection can either be positive—with more common phenotypes having higher fitness—or negative, with rarer phenotypes conferring increased fitness.
24.2K
Stages of Infection
65.4K
Stages of infection describe what happens to a susceptible host once a pathogen invades the human body. The stages of infection are incubation, prodromal, illness, stage of decline, and convalescence. The incubation stage is the period from exposure to a pathogen until symptoms start. The infected person is unaware of impending illness as the pathogens grow and multiply within the body. The duration may vary depending on the type of infection. The incubation period of measles averages ten to...
65.4K
Drug Dependence
1.7K
Medications are typically administered to achieve therapeutic effects. Some drugs can modify an individual's mood and perception, frequently resulting in various enjoyable experiences. However, this can result in drug dependency, a condition marked by continuous drug use despite potential negative consequences. Drug dependency primarily falls into two categories: psychological and physical dependence. Psychological dependence occurs when the pleasurable feelings induced by the drug...
1.7K
Stages of Sleep
1.5K
Sleep progresses through distinct stages, each characterized by specific brain wave patterns and physiological responses ranging from wakefulness to stages of non-rapid eye movement, known as non-REM, to rapid eye movement, referred to as REM. Understanding these stages helps in recognizing how sleep supports various bodily and cognitive functions.
Before sleep begins, in wakefulness, the brain exhibits primarily beta waves, which are high in frequency and low in amplitude, indicating alertness...
Before sleep begins, in wakefulness, the brain exhibits primarily beta waves, which are high in frequency and low in amplitude, indicating alertness...
1.5K


