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May 27, 2024Open Access

Multi-level Interaction Modeling for Protein Mutational Effect Prediction

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Authors

YMYuanle MoXHXin HongBGBowen Gao

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Cite This Study

Mo et al. (2024) studied this question.

synapsesocial.com/papers/68e6848db6db64358760d1bchttps://doi.org/10.48550/arxiv.2405.17802
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Also Consider

Synapse has enriched 5 closely related papers on similar clinical questions. Consider them for comparative context:

  1. 1Protein multi‐level structure feature‐integrated deep learning method for mutational effect prediction2024
  2. 2Enhancing Mutation Impact Prediction in Protein Protein Interactions through Interpretable Graph-Based Multi-Level Feature Interactions2026
  3. 3MutPPI+: a multimodal framework for predicting mutation effects on protein–protein interactions via mutation-path-based data augmentation2026
  4. 4Learning to Predict Mutation Effects of Protein-Protein Interactions by Microenvironment-aware Hierarchical Prompt Learning2024 · 1 citations
  5. 5Zero-shot prediction of mutation effects with multimodal deep representation learning guides protein engineering2024 · 24 citations