对亚治疗性瓦尔酸血度的诺米克风险预测模型的开发:一个回顾性队列研究
Jing Ding1, Jiarui Liu1, Xiaohua Cui1
1Xi'an Mental Health Center, Xi'an, Shaanxi, China.
Journal of affective disorders
|October 16, 2025
概括
心理健康患者的亚治疗性酸 (VPA) 水平根据年龄,BMI和剂量进行预测. 视觉名录图有助于优化VPA剂量,以提供个性化的精神病治疗.
科学领域:
- 药理学 药理学是指药理学的学科.
- 精神病学是一个精神病学.
- 临床化学 临床化学
背景情况:
- 在患有精神疾病的患者中,亚治疗性酸 (VPA) 度 (<50μg/mL) 是常见的,但导致因素仍未得到充分研究.
- 优化VPA治疗对于有效管理心理健康状况至关重要.
研究的目的:
- 确定与精神疾病患者的亚治疗性VPA水平相关的关键因素.
- 开发和验证VPA度的视觉名ogram预测模型.
主要方法:
- 对686名用酸治疗的患者的治疗药物监测 (TDM) 数据的回顾性分析.
- 多变量逻辑回归用于识别亚疗法VPA水平的独立预测因素.
- 开发和验证使用交叉验证和引导重新抽样的诺莫格拉姆预测模型.
主要成果:
- 20.12%的患者表现出亚治疗性VPA水平.
- 年龄,体重指数 (BMI) 和每日VPA剂量被确定为独立的预测因素.
- 诺米图表显示出强大的预测性能 (AUC=0.766) 和良好的临床效用 (DCA).
结论:
- 一个经过验证的视觉名录模型可以预测精神障碍的中国患者的VPA度.
- 该工具在临床精神病学实践中促进了个性化的VPA剂量策略.
- 该模型有助于优化治疗药物监测和患者结果.
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