预测青少年从大脑摄入含糖饮料和已知的危险因素
Muzayyana Akhmadjonova1, Grace E Shearrer2
1Graduate program in Neuroscience, University of Wyoming, United States; Department of Family and Consumer Sciences, University of Wyoming, United States.
Physiology & behavior
|August 30, 2025
概括
青少年摄入含糖饮料与视觉右尾大脑连接和性有关. 低社会经济地位增加了脑部扫描期间头部运动的风险.
科学领域:
- 神经科学
- 青少年的健康
- 公共卫生
背景情况:
- 含糖饮料的消费是青少年的公共卫生问题.
- 已知危险因素包括低社会经济地位,男性性别和高体重指数 (BMI).
- 休息状态功能磁共振成像 (rsfMRI) 提供了预测SSB摄入的潜力.
研究的目的:
- 使用人口因素和rsfMRI连接性预测青少年的SSB摄入量.
- 确定与高SSB消费相关的特定大脑连接模式.
主要方法:
- 使用了青少年大脑认知发展研究的数据.
- 根据食品选数据将参与者分为高和低SSB消费群.
- 使用支持向量分类器 (SVC) 和后勤回归来识别预测特征.
主要成果:
- 性别和58个功能连接被SVC确定为相关特征.
- 视觉右尾连接和性别显著预测了SSB摄入量.
- 在扫描期间头部运动与收入较低,BMI较高和SSB摄入量较高有关.
结论:
- 视觉皮层与右尾皮之间的平均相关性是青少年高SSB消费的重要预测因素.
- 来自低收入家庭的青少年面临更多的数据被排除在外的风险.
- 大脑连接指标可能为青少年的饮食行为提供新的见解.
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