電子廃棄物由来の重金属混合物による小児期の読字障害リスクの増加:機械学習駆動型混合モデリング研究
Xinle Yu1, Xuanzhi Zhang1, Wanyi Wen2
1Mental Health Center of Shantou University, Shantou, Guangdong, China; Shantou University Medical College-Faculty of Medicine of University of Manitoba Joint Laboratory of Biological Psychiatry, Shantou, Guangdong, China.
Environmental pollution (Barking, Essex : 1987)
|January 30, 2026
まとめ
電子廃棄物リサイクルからの重金属混合物への曝露は、子供たちの発達性読字障害のリスク増加と関連している。クロム、ニッケル、鉛が主な寄与因子であり、環境浄化と健康介入の必要性を強調している。
科学分野:
- 環境保健
- 神経毒性学
- 発達小児科学
背景:
- 非公式な電子廃棄物リサイクルは重金属混合物を生成し、潜在的な神経毒性リスクをもたらす。
- これらの環境曝露と発達性読字障害との関連は、十分に調査されていない。
主な方法:
- 中国貴嶼での2段階研究で、2,520人の子供たちの読字障害スクリーニングと症例対照分析(66人の症例、132人の対照)を実施した。
- ICP-MSを用いた11種類の尿中金属の定量。
- 高度な統計混合モデル(XGBoost、SHAP、AENET、WQS、qgcomp、BKMR)およびバイオインフォマティクス分析の適用。
結論:
- 電子廃棄物リサイクル環境における混合金属曝露は、読字障害リスクを有意に高める。
- 標的を絞った環境修復、公衆衛生介入、および読字障害スクリーニングが緊急に必要である。
- ルチンは金属誘発性神経毒性の緩和剤として有望である。
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