
Ziyang Qin
@ziyangnickqin
Ph.D. candidate @Caltech in Arnold lab | Former intern in Radosevich lab and @EngleLab | @USTC alumni | Love life, biocatalysis and art | Views on my own
ID: 1139708107611709442
15-06-2019 01:36:02
158 Tweet
345 Followers
355 Following


Biocatalysts make chemical industry more sustainable but engineering enzymes is too slow! Check out our preprint Hollfelder Lab where we show how microfluidics & AI can help: We rapidly sequence-function profile an IRED in microdroplets and use AI to accelerate its engineeringā”ļø




My primary PhD project with Frances Arnold at Caltech is out now in Nature Chemical Biology! Here we show that the β-subunit of tryptophan synthase (TrpB) is a latent *tyrosine* synthase (TyrS), capable of regioselective and irreversible alkylation of phenols to tyrosines. Read more below:



We are pleased to share our most recent work on chiral enone synthesis through enzymatic desaturation and reduction rdcu.be/dMuJ0! Many thanks to all coauthors, especially Marc Garcia-BorrĆ s and Carla Calvó-Tusell š¤stay tuned for more works from our group!



What an honor to be chosen for the Priestley Medal. #Enzymes are the best chemists, of course, but the Priestley medalists are no slouches...and include many of my colleagues Caltech Chemistry & Chemical Engineering. Thank you!

I am excited to share our latest discovery which is out now in J. Am. Chem. Soc.! This study uncovers how engineered hemoproteins can leverage biological nitrogen cycle intermediates for enzymatic CāH amination, opening new paths towards sustainable synthesis. pubs.acs.org/doi/10.1021/jaā¦


Excited to share our preprint on Active Learning-Assisted Directed Evolution (ALDE)! We present a practical workflow that leverages uncertainty quantification to efficiently navigate protein fitness landscapes. š§µ(1/6) Paper: biorxiv.org/content/10.110⦠Code: github.com/jsunn-y/ALDE

Happy to share that our work "A combinatorially complete epistatic fitness landscape in an enzyme active site" by myself, Patrick Almhjell, Dr. Ella Watkins-Dulaney, Grace Liu, Nick Porter, Jason Yang, and Frances Arnold is now out in PNASNews! (1/15) pnas.org/doi/10.1073/pnā¦






Happy to share that our work on Active Learning-Assisted Directed Evolution is now published in Nature Communications! We show that it's an effective and broadly applicable method to accelerate protein engineering with machine learning. Paper: nature.com/articles/s4146ā¦