Chang Liu

@chang-c-liu.bsky.social

Prof. at UC Irvine developing specialized genetic systems for rapid evolution, protein engineering, and biology at large. Also at https://x.com/chang_c_liu www.liulab.com

Congrats to Yuichi Furuhata and team for this crisp story about OrthoRep-driven evolution of synthases that make non-canonical amino acids (ncAAs). www.biorxiv.org/content/10.6...

Continuous hypermutation and evolution of noncanonical amino acid synthases

Genetic code expansion (GCE) enables the site-specific incorporation of noncanonical amino acids (ncAAs) into proteins but is constrained by reliance on exogenously supplied chiral ncAAs. Achieving intracellular ncAA biosynthesis would enable more scalable and cost-effective GCE. Here, we report the continuous hypermutation and evolution of amino acid synthases that produce high levels of ncAAs inside yeast, thus supporting GCE from simple ncAA precursors. We encoded an engineered ‘tyrosine synthase’ ( Tm TyrS) on an error-prone orthogonal DNA replication system (OrthoRep) and selected variants based on ncAA biosynthesis from readily available phenol analogs and intracellular L-serine. Our selection employed orthogonal ncAA-specific aminoacyl-tRNA synthetases (aaRSs) as biosensors whereby target ncAA production leads to aminoacylation of an amber suppressor tRNA and the translation of a selectable reporter containing an amber stop codon. Our evolution successfully yielded Tm TyrS variants that efficiently produced 3-iodo-, 3-bromo-, 3-chloro-, and 3-methyl-L-tyrosine, enabling amber codon-specified ncAA-dependent translation, in some cases at levels comparable to sense codon-specified natural amino acid translation. This work reduces barriers for expressing proteins containing substituted tyrosines. Moreover, because aaRSs can themselves be evolved (including with OrthoRep) for a flexible range of ncAA specificities, these results establish an end-to-end framework for evolving ncAA biosynthetic enzymes in vivo . ![Figure][1]</img> Graphical abstract We describe an OrthoRep-driven platform for evolving noncanonical amino acid (ncAA) synthases. Hypermutation of ncAA synthase genes enables evolution of ncAA biosynthesis from simple precursors, while intracellular ncAA production is linked to fluorescence via an orthogonal aaRS/tRNA system, allowing FACS enrichment of improved variants through iterative cycles. ### Competing Interest Statement C.C.L. is a co-founder of Eira Bio, which uses OrthoRep for protein engineering. P.J.A. is an inventor on a patent that covers enzymatic synthesis of tyrosine analogs from analogs of phenol and serine (US12421534). The remaining authors declare no competing interests. NIH, R35GM136297, F32GM156066 JSPS, 202260318, 25K00105 [1]: pending:yes

biorxiv.org

Beautiful theory work from Arvind Murugan's team proposing that error correction can actually accelerate multistep assembly processes. High accuracy arises indirectly through evolutionary pressure on speed, rather than directly through pressure on fidelity. www.science.org/doi/epdf/10....

Evolution of error correction through a need for speed

Kinetic proofreading is a class of error-correcting mechanisms in biology that expend energy to avoid mistakes during replication, transcription, and translation. Proofreading is typically assumed to ...

science.org

Very happy to see this work from Fabian Rehm, Jason Chin, and team on the development of a high error-rate orthogonal DNA replication system in E. coli, thus supporting continuous hypermutation and evolution of target genes in vivo. www.nature.com/articles/s41...

Highly mutagenic continuous evolution in E. coli using a Φ29-based orthogonal replication system - Nature Biotechnology

Mutational rates of bacterial evolution are increased using an error-prone orthogonal system.

nature.com

I am delighted to share this work, led by Miguel Alcantar and done in collaboration with Amgen, on the OrthoRep-driven evolution of computationally designed minibinders. Here, we focus not only on getting high affinity, but also on mapping sequence-affinity landscapes of diverse outcomes.

I'm very sad to learn of Prof. Andrew D. Hanson's passing. Andrew was a pioneering plant (synthetic) biologist full of insight, clarity of thought, and vision. He was also exceptionally kind and wise. I will cherish our interactions and collaborations. blogs.ifas.ufl.edu/hosdept/2025...

Onwards and Upwards: Remembering Dr. Andrew D. Hanson - Horticultural Sciences Department

Honoring Dr. Andrew D. Hanson, Eminent Scholar and UF Hort Sci Professor, whose visionary research and mentorship shaped plant biology.

blogs.ifas.ufl.edu

Excited to share our new preprint, which was years in the making! chemrxiv.org/engage/chemr... New reactions are typically developed by trial and error. How can we speed up this process? Read on to learn how we used DNA scaffolding to perform >500,000 parallel reactions on attomole scale. 1/n

DNA-Scaffolded Ultrahigh-Throughput Reaction Screening

Discovering and optimizing reactions is central to synthetic chemistry. However, chemical reactions are traditionally screened using relatively low-throughput methods, prohibiting exploration of diver...

chemrxiv.org

Integrase-assisted transformation allows OrthoRep-driven evolution to start from very big libraries. Efficiency is even higher than the transformation of normal nuclear plasmids into yeast, because OrthoRep is cytosolic. Great job Olek, Yutong and team! www.biorxiv.org/content/10.1...

Ultra-Efficient Integration of Gene Libraries onto Yeast Cytosolic Plasmids

Efficient methods for diversifying genes of interest (GOIs) are essential in protein engineering. For example, OrthoRep, a yeast-based orthogonal DNA replication system that achieves the rapid in vivo...

biorxiv.org