神经环境相互作用:一个时间敏感的物质
Azzurra Invernizzi1, Stefano Renzetti2, Elza Rechtman1
1Department of Environmental Medicine and Public Health, Icahn School of Medicine at Mount Sinai, New York, NY, United States.
Frontiers in computational neuroscience
|January 23, 2024
概括
环境金属暴露,包括,和铜,显著影响青少年的休息状态大脑动态. 这凸显了在评估大脑功能时需要考虑化学暴露的必要性.
科学领域:
- 神经科学是一个神经科学.
- 环境健康 环境健康
- 毒理学 毒理学 毒理学
背景情况:
- 休息状态 (rs) 神经生理动态的评估需要控制环境因素.
- 时间偏远的环境输入,如金属暴露,可能会混功能磁共振成像 (rs-fMRI) 的发现.
研究的目的:
- 调查过去金属暴露对通过rs-fMRI测量的功能性大脑动态的影响.
- 使用金属暴露生物标志物开发RS动态的预测模型.
主要方法:
- 使用一个可解释的XGBoost-shapley添加式解释 (SHAP) 模型.
- 来自PHIME研究的124名青少年 (13-25岁) 提供了生物样本 (唾液,头发,指甲,血液,尿液) 用于金属分析 (,,,铜,,).
- 获得休息状态fMRI扫描,并使用图形理论指标计算全球效率 (GE).
主要成果:
- 预测模型显著相关测量和预测的GE (p < 0.001,r = 0.36).
- ,和铜是GE最重要的预测因素.
- 大约13%的GE变化是由金属暴露解释的.
结论:
- 休息状态的大脑动态的很大一部分受到最近金属暴露的影响.
- 在rs-fMRI研究中,考虑和控制过去和当前的化学物质暴露至关重要.
- 这些发现强调了环境毒理学和神经生理学之间的联系.
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