The PROSS (Protein Repair One-Stop Shop) at: 
https://pross.weizmann.ac.il/step/pross-terms
was used to both express and be able to crystallize human acetylcholinesterase 
in E. coli, which prior to using PROSS had been impossible.

See paper:

Goldenzweig, A., Goldsmith, M., Hill, S. E., Gertman, O., Laurino, P., Ashani, 
Y., Dym, O., Unger, T., Albeck, S.,
Prilusky, J., Lieberman, R. L., Aharoni, A., Silman, I., Sussman, J. L., 
Tawfik, D. S., & Fleishman, S. J. (2016).
Automated structure- and sequence-based design of proteins for high bacterial 
expression and stability.
Molecular Cell, 63(2), 337–346. https://doi.org/10.1016/j.molcel.2016.06.012

and Proteopedia's Interactive 3D Complement (I3DC) page:

https://proteopedia.org/w/Journal:Molecular_Cell:1

Best regards
Joel

---------------------------------------------------------------------------------------------
Prof. Joel L. Sussman                       
[email protected]<mailto:[email protected]>
Dept. of Chemical and Structural Biology    tel: +972  (8) 934 6309  
www.weizmann.ac.il/~joel<http://www.weizmann.ac.il/~joel>
Weizmann Institute of Science               fax: +972  (8) 934 6312  
proteopedia.org<http://proteopedia.org>
Rehovot 76100 ISRAEL                        mob: +972 (50) 510 9600
---------------------------------------------------------------------------------------------


On 4 Apr 2022, at 22:06, Scott Classen 
<[email protected]<mailto:[email protected]>> wrote:

Hello CCP4,

Has anyone successfully used the available ML/AI protein folding tools to guide 
crystallization construct design? Maybe you had a protein or domain that was 
resistant to crystallization efforts and the folding algorithms  predicted some 
loops or termini that were disordered? Then you trimmed or modified them in 
some way to aid in crystallization? Or if you haven’t done this yourself, are 
you aware of anyone who has?

Thanks,
Scott


~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
Scott Classen, Ph.D.
ALS-ENABLE
TomAlberTron Beamline 8.3.1
SIBYLS Beamline 12.3.1
Advanced Light Source
Lawrence Berkeley National Laboratory
1 Cyclotron Rd
MS6R2100
Berkeley, CA 94720
mobile 510.206.4418
desk 510.495.2697
beamline 510.495.2134
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~


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