Week 5 HW: Protein Design Part ii

Part 1: Generate Binders with PepMLM

Human SOD1 sequence (without A4V):

>sp|P00441|SODC_HUMAN Superoxide dismutase [Cu-Zn] OS=Homo sapiens OX=9606 GN=SOD1 PE=1 SV=2

MATKAVCVLKGDGPVQGIINFEQKESNGPVKVWGSIKGLTEGLHGFHVHEFGDNTAGCTSAGPHFNPLSRKHGGPKDEERHVGDLGNVTADKDGVADVSIEDSVISLSGDHCIIGRTLVVHEKADDLGKGGNEESTKTGNAGSRLACGVIGIAQ

A4V represents a point mutation within the 4th codon of the human SOD1 gene. This results in the substitution of the conventional alanine for a valine amino acid.

Mutant SOD1 sequence (with A4V):

MATKVVCVLKGDGPVQGIINFEQKESNGPVKVWGSIKGLTEGLHGFHVHEFGDNTAGCTSAGPHFNPLSRKHGGPKDEERHVGDLGNVTADKDGVADVSIEDSVISLSGDHCIIGRTLVVHEKADDLGKGGNEESTKTGNAGSRLACGVIGIAQ

Four experimental peptides were then generated using the PepMLM tool:

BinderPseudo Perplexity
HRYYPVAVRLKE11.513239315710866
HRYPVVAVAWKE14.299230176233568
KRYPPVAARWKE20.264871722997526
WLYPVAAARHKE20.749563629245603
Evaluate Binders with AlphaFold3
EntryBinderPseudo PerplexityipTMDescriptionImage
🎮FLYRWLPSRRGG0.31Known-binder
0HRYYPVAVRLKE11.5132393157108660.26HRYYPVAVRLKE image
1HRYPVVAVAWKE14.2992301762335680.26HRYPVVAVAWKE image
2KRYPPVAARWKE20.2648717229975260.34KRYPPVAARWKE image
3WLYPVAAARHKE20.7495636292456030.35WLYPVAAARHKE image
Part 3: Evaluate Properties of Generated Peptides in the PeptiVerse