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Updated: Sep 10, 2025

Author Spotlight: A Computational Approach to Decipher Amino Acid Preferences in Multispecific Protein-Protein Interactions
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Author Spotlight: A Computational Approach to Decipher Amino Acid Preferences in Multispecific Protein-Protein Interactions

Published on: January 26, 2024

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IQSPred-PLM:タンパク質言語モデルに基づく解釈可能なクオラムセンシングペプチド予測モデル

Yusen Su1, Qingyang Guo1, Taigang Liu2

  • 1College of Information Technology, Shanghai Ocean University, Shanghai, 201306, China.

Interdisciplinary sciences, computational life sciences
|August 26, 2025
PubMed
まとめ

この研究では,クオラムセンシングペプチド (QSP) の予測のための新しいモデルであるIQSPred-PLMを導入し,タンパク質言語モデルとコンボリューションニューラルネットワークを使用しています. このモデルは 重要な細菌のシグナル伝達分子を 高い精度で特定します

キーワード:
ディープラーニング解釈可能なモデルタンパク質言語モデルクオラムセンシングペプチド

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