慢性腎臓病に対するパーおよびポリフルオアルキル物質,有毒金属および必須元素の組み合わせた効果

Issah Haruna^1,2, Emmanuel Obeng-Gyasi^1,2

¹Department of Built Environment, North Carolina A&T State University, Greensboro, NC 27411, USA.

Pollutants

|August 29, 2025

まとめ

慢性腎臓病 (CKD) のリスクは環境からの影響を受けます. 重要な要素は有毒金属の影響を軽減し,CKDの発達における複雑な相互作用を明らかにします.

科学分野:

環境健康
毒理学について
流行病学

背景:

慢性腎臓病 (CKD) は世界人口の10%に感染し,環境要因との関連が増加しています.
有毒な金属,ペル,ポリフッ素アルキル物質 (PFAS),および必須元素がCKDに与える影響は不明である.

研究の目的:

有毒な金属,PFAS,および不可欠な要素を含む環境への曝露が,CKDのリスクに及ぼす影響の組み合わせを調査する.
環境混合物内の複雑な相互作用を分析するために,高度な統計モデルを使用します.

主な方法:

2017-2018年のNHANESデータセットから5800人の参加者の横断分析.
ロジスティック回帰,ベイジアンカーネルマシン回帰 (BKMR),クアンチルg計算 (qgcomp),および重量クアンチル和 (WQS) の回帰の適用.

主要な成果:

カドミウム (Cd) はCKD (OR=2. 16) に有意な寄与因子として特定された.
水銀 (Hg) は非線形U形の投与量反応で最大の混合物貢献を示した.
セレニウム (Se) やマンガン (Mn) のような本質的な元素は,複雑な相互作用を通じて有毒な金属の影響を緩和し,保護効果を示した.

結論:

慢性腎臓病のリスクには環境からの共曝露が重要な役割を果たします
必須要素と汚染物質の間の敵対的な相互作用は,CKDに対する混合物の全体的な影響を減らすことができます.
先進的な統計学と機械学習の方法は,環境混合物の相互作用と人間の健康への影響を理解するために不可欠です.

キーワード:

ベイジアン・カーネル・マシン・リグレッションウェイト・クォンチル・サム慢性腎臓疾患環境混合物重要な要素ペルフローアルキル物質とポリフローアルキル物質有毒な金属

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