Protein domain embeddings for fast and accurate similarity search

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Figure 2.
Figure 2.

Examples of domain segmentation using ESM2-RecCut. The cartoon visualizations (by PyMOL) of the protein structures are shown on the left, with predicted domains (by ESM2-RecCut) shown in different colors: the first domain in green and the second domain in red. The figures in the middle show ESM-2 contact maps of the two proteins. In the first example, RecCut performed on ESM-2 predicted contact maps is able to accurately recover the SCOP annotated domain regions (two domains). In the second example, RecCut resulted in two subdomains, as compared to a single domain defined in SCOP.

This Article

  1. Genome Res. 34: 1434-1444

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