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Updated: Sep 10, 2025

Asthma Detection Research Based on Voice Signal Processing and Machine Learning
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機械学習と実験的検証によるCOPD診断のための新しい乳搾関連バイオマーカーの特定

Chundi Hu1, Weiliang Qian2, Runling Wei2,3

  • 1Department of Respiratory and Critical Care Medicine, The Seventh Affiliated Hospital, Sun Yat-sen University, Shenzhen 518107, China.

Biomedicines
|August 28, 2025
PubMed
まとめ

この研究では,慢性閉塞性肺疾患 (COPD) の主要な乳化関連バイオマーカーとして,カルボニル還元酵素1 (CBR1) とペロキシレドキシン1 (PRDX1) を特定しました. これらのマーカーは,酸化還元不均衡と関連しており,高い診断精度と,COPDの進行における潜在的メカニズム的な役割を示しています.

キーワード:
COPD についてバイオ情報学バイオマーカーラクチレーション機械学習酸化ストレス単細胞RNAシーケンシング

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