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June 18, 2026Digital DiscoveryOpen Access

Protein language visualizer: a repository for homology exploration with language model embeddings

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Authors

JHJoel Maya HerreraMMMaría F. Manríquez-GarcíaSBSofía Medina Bermejo

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Overview

Repository enables comparative and functional proteomic analysis using protein language model embeddings, suggesting enhanced accessibility.

Key Points

  • The aim is to create an accessible tool for exploring protein relationships using language model embeddings.
  • Developed PLVis repository for visualizing protein embeddings.
  • Mapped proteomic relationships based on language model outputs.
  • Facilitated comparative and functional analyses of proteins.
  • Enabled visual exploration of protein relationships.
  • Improved accessibility of comparative proteomic analysis.
  • Supported functional proteomic analysis through embeddings.

Cite This Study

Herrera et al. (2026) studied this question.

synapsesocial.com/papers/6a338e3f630953a74978edd5https://doi.org/10.1039/d5dd00472a
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