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Fast and accurate protein structure search with Foldseek.

Michel van KempenStephanie S KimCharlotte TumescheitMilot MirditaJeongjae LeeCameron L M GilchristJohannes SödingMartin Steinegger
Published in: Nature biotechnology (2023)
As structure prediction methods are generating millions of publicly available protein structures, searching these databases is becoming a bottleneck. Foldseek aligns the structure of a query protein against a database by describing tertiary amino acid interactions within proteins as sequences over a structural alphabet. Foldseek decreases computation times by four to five orders of magnitude with 86%, 88% and 133% of the sensitivities of Dali, TM-align and CE, respectively.
Keyphrases
  • amino acid
  • protein protein
  • high resolution
  • binding protein
  • small molecule
  • machine learning
  • emergency department
  • mass spectrometry
  • deep learning
  • quantum dots