握力强度的多域预测因素区分了患有酒精使用障碍和没有酒精使用障碍的人
Magdalini Paschali1,2, Qingyu Zhao3, Stephanie A Sassoon1,4
1Department of Psychiatry & Behavioral Sciences, Stanford University, Stanford, CA, USA.
Addiction biology
|November 12, 2024
概括
酒精使用障碍 (AUD) 中的握力下降可以使用大脑结构和血液标志物进行预测. 对于艾滋病毒或没有艾滋病的AUD存在独特的预测因素,突出了导致脆弱的不同途径.
科学领域:
- 神经科学是一个神经科学.
- 临床医学 临床医学
- 公共卫生 公共卫生
背景情况:
- 握力是整体健康的关键指标.
- 酒精使用障碍 (AUD) 通常会损害运动功能和力量.
- 在AUD中握力下降的预测因素仍未得到充分研究.
研究的目的:
- 确定预测AUD患者握力强度的因素.
- 为了比较AUD和对照组之间的预测因素,包括那些携带并发性艾滋病毒感染的人.
- 为了理解 AUD 握力下降的大脑,行为和生理基础.
主要方法:
- 一种基于数据的方法,使用机器学习来预测握力.
- 分析各种指标,包括大脑结构,神经心理测试和血液标记.
- 5倍交叉验证和相关性分析,以确定重要的预测因素.
主要成果:
- 大脑小脑体积和平均体质血红蛋白度是AUD和对照组的最佳预测指标.
- 对照特定的预测因素包括认知测试 (反向数字跨度) 和血液标记.
- 特定于AUD的预测因素包括艾滋病毒并发症,社会功能和血小板计数.
结论:
- 在AUD和对照人群中,握力预测器显著不同.
- 与AUD相关的独特因素,包括HIV状况,影响握力.
- 识别这些预测因素为管理AUD的身体衰退和脆弱提供了洞察力.
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