脑脊液生物标志物用于预测自身免疫性脑炎的免疫治疗反应
Weiwei Gao1, Jingjing She2, Lijuan Cai1
1Department of Neurology, Zhongshan Hospital of Xiamen University, School of Medicine, Xiamen University Xiamen, Fujian, China.
American journal of translational research
|November 21, 2025
概括
脑脊液生物标志物,如内IgG合成,峰值CASE得分和白蛋白,预测自身免疫性脑炎 (AE) 中免疫治疗反应不佳. 这些发现有助于预测AE患者的治疗结果.
科学领域:
- 神经免疫学 神经免疫学
- 生物标志物发现发现
背景情况:
- 自身免疫性脑炎 (AE) 带来了诊断和治疗方面的挑战.
- 在AE中预测免疫疗法反应对于患者管理至关重要.
研究的目的:
- 为了确定脑脊液 (CSF) 生物标志物,预测AE患者的免疫治疗反应.
- 评估这些生物标志物的诊断性能.
主要方法:
- 80名AE患者的回顾性分析.
- 使用Boruta算法和LASSO回归来进行特征选择.
- 多变量后勤回归和ROC分析用于预测器识别和性能评估.
主要成果:
- 内IgG合成速率,峰值CASE得分和CSF白蛋白度独立预测了免疫治疗反应不佳.
- 内IgG合成率显示了最高的个体区分能力 (AUC=0.734).
- 一个结合的预测模型实现了优异的性能 (AUC=0.896).
结论:
- 升高的内IgG合成,峰值CASE得分和CSF白蛋白是AE中免疫治疗反应差的显著预测因素.
- 这些CSF生物标志物可以帮助分层AE患者接受治疗.
- 组合模型为免疫治疗结果提供了更高的预测准确性.
相关概念视频
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