Toward a Minimal Amino Acid Alphabet for Protein Design
TL;DR
The results show that globular proteins may have formed early in evolution and show that it is possible to design proteins with interesting properties for biotechnology and synthetic biology.
Abstract
Proteins are built from 20 canonical amino acids. It is interesting to explore whether proteins can be formed from significantly reduced amino acid alphabets. Our bioinformatics survey of UniProt (more than 250 M sequences) revealed that proteins composed of reduced amino acid alphabets (< 10) are extremely rare among existing proteins. Next, we used computational protein design to design proteins composed of all 1,013 possible alphabets of 2-10 early amino acids (Ala, Asp, Glu, Gly, Ile, Leu, Pro, Ser, Thr, and Val). The length of all proteins was 100 amino acid residues. Small amino acid alphabets preferred simple helices or helix bundles. Larger amino acid alphabets allowed for the design of more complex structures. A protein composed of 8 amino acid types (Ala, Asp, Gly, Leu, Val, Ser, Thr, and Pro) was successfully experimentally verified. It adopts the β-sheet-rich fibronectin type III domain architecture. Attempts to experimentally verify designs composed of 6 and 4 amino acid types were unsuccessful. We show by a computational experiment with an experimental validation that inverse folding models, namely ProteinMPNNsol, can stabilize a designed protein within the same eight-amino-acid alphabet. Our results show that globular proteins may have formed early in evolution. Furthermore, we show that it is possible to design proteins with interesting properties for biotechnology and synthetic biology.
