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Updated: Feb 24, 2026

Mapping Dysfunctional Protein-Protein Interactions in Disease
09:39

Mapping Dysfunctional Protein-Protein Interactions in Disease

Published on: October 24, 2025

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無監督学習は,高次元のヒトのプロテオミックデータの中で,新しい疾患に関連したタンパク質を明らかにします

Elvis Bernard1, Yiling Wang2, Manlin Chen2

  • 1School of Environmental Science and Engineering, Hainan University, Haikou, 570228, China. elvis.bernard@hainanu.edu.cn.

Scientific reports
|February 22, 2026
PubMed
まとめ

新しいフレームワークであるDIRAM/CODは,次元縮小と無監督学習を組み合わせて,大規模なプロテオミックデータセットを分析します. このアプローチは,既知のおよび新しい疾患のバイオマーカーを特定し,精密医学とバイオマーカーの発見を進めます.

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