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"... The researchers specified a target sequence, designed enzymes to cut those targets, and verified their accuracy in doing so across a range of experimental settings. They tested the new enzymes on purified proteins, sequences drawn from proteins implicated in Alzheimer’s disease and amyotrophic lateral sclerosis, and, in one study, inside living human cells cultured in the lab. ...
The functional properties of proteases also enable therapeutic approaches ... These could include destroying a viral protein or a bacterial toxin outright, clearing a misfolded protein that accumulates in neurodegenerative disease, or snipping a protective cap off a drug so it functions only in the tissue where it is needed. ..."
From the abstract (1):
"Despite advances in de novo enzyme design, success has been largely limited to low-energy-barrier model reactions.
Amide bonds such as those linking amino acids along the peptide backbone are stable for hundreds of years in neutral aqueous solution because of the high energy barrier to hydrolysis.
Here we describe the de novo design of enzymes that use an activated cysteine nucleophile to hydrolyse the polypeptide backbone in a sequence-dependent manner, with a success rate of 13/69 = 19% and rate enhancements over the background reaction (kcat/kuncat) of up to 3 × 107.
The designed proteases have folds that are very different from proteases in nature (TM score < 0.50), and six crystal structures are very close to the design models (Cα root mean squared deviation of <1.2 Å), highlighting the capacity for generalization and the accuracy of the design methodology.
Experimental and computational analyses suggest that the remaining gap in activity to the most active native cysteine proteases arises from imperfections in active-site preorganization and substrate positioning.
The designed proteases efficiently cleave their targets in mammalian cells, opening the door to a wide range of synthetic biology applications."
From the abstract (2):
"De novo design of enzymes that cleave amide bonds represents a major challenge.
Here we use RFdiffusion methods to de novo design proteins with water-activating zinc-based active sites adjacent to a peptide substrate binding pocket.
Of 135 designs tested, 36% catalyse cleavage of their cognate peptide substrates at the targeted scissile bond.
The best design accelerates peptide-bond hydrolysis by more than 108-fold relative to the uncatalysed reaction; four substitutions increase this acceleration to more than 1010-fold by improving active-site preorganization.
We use this approach to design metalloproteases that selectively cleave the human disease-associated proteins TDP-43, amyloid-β and serum amyloid A, with rate enhancements of up to 109-fold.
We further design caged cytokines and receptor antagonists that are selectively activated by the designed proteases, enabling bioorthogonal control of cell state. Thus, de novo design can yield highly active, programmable proteases with applications in therapeutics, biotechnology and bioremediation."
Molecular ‘scissors’ open path to new therapies "In two studies published in Nature, computationally designed enzymes cut disease-related proteins at precise sites."
De novo design of cysteine proteases (1, no public access)
De novo design of cysteine proteases (1, preprint, open access)
Computational design of metalloproteases (2, no public access)
Computational design of metalloproteases (2, preprint, open access)
Fig. 1 Computational design and experimental testing approach. (1)
