Jan 1, 2025
We developed a novel machine learning model to rapidly evolve protein in silico for higher activity. We demonstrated SOTA performance for EVOLVEpro across DMS benchamarks and used it evolve a highly active genome editing toolbox and T7 RNAP that are orders of magnitude higher fiedlity than current used wild-type.
Nov 21, 2024
We discovered the first eukaryotic RNA-guided nucleases that are homologs of bacterial TnpB and CRISPR/Cas12 nucleases. This work revealed novel evolutionary insights on RNA-guided systems in eukaryotes. In addition, we performed comprehensive biochemical characeterization on fanzor's adaption in eukaryotes and engineered it for mammalian cell genome editing.
Sep 27, 2023
We engineered the first robust mammalian RNA-sensor based on ADAR called RADARS. The sensor can be reprogrammed to track any RNA species inside eukaryotic cells and allow conditional cargo expression based on the presence/expression of target mRNA(s). We demonstrate that the system can be readily integrated into AAV, lentivirus, and synthetic mRNA to selectively turn on an arbitrary protein of interest. We showcase the use of this system in cell specific killing, lineage tracing and in vivo recording for reprogrammable cell control.
May 1, 2023
Jan 1, 2023
Jan 1, 2023
We discovered the first RNA-guided protease systems in prokaryotic antiviral defense systems. We biochemically characterized the Cas7-11/Csx29/Csx30 systems in the context of abortive infection module against phage invasion. We then engineered the system and adapted it as an RNA-sensor system in mammalian cell.
Sep 27, 2022
Jan 1, 2022
Jan 1, 2022
Jan 1, 2021