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Advancing Protein Science with Large Language Models: From Sequence Understanding to Drug Discovery

  • Protein Language Models (pLMs) integrated with Large Language Models (LLMs) have advanced computational protein science.
  • pLMs have improved protein structure prediction and can predict structures for orphan proteins without relying on multiple sequence alignments.
  • pLMs have been utilized in antibody design, enzyme engineering, and drug discovery, offering more controlled and cost-effective alternatives to traditional methods.
  • In drug discovery, pLMs help predict drug-target interactions, accelerating the screening of potential drug candidates.

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