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Chang Liu

@chang-c-liu.bsky.social
889 followers 227 following 41 posts

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

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Chang Liu @chang-c-liu.bsky.social · 18/03/2026
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...
biorxiv.org
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
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Chang Liu @chang-c-liu.bsky.social · 04/03/2026
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....
science.org
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 ...
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Chang Liu @chang-c-liu.bsky.social · 03/03/2026
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...
nature.com
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.
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Chang Liu @chang-c-liu.bsky.social · 28/10/2025
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.
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Chang Liu @chang-c-liu.bsky.social · 13/09/2025
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...
blogs.ifas.ufl.edu
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.
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Reposted by Chang Liu
Jeff Martell @jeffmartell.bsky.social · 14/08/2025
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
chemrxiv.org
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...
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Reposted by Chang Liu
Nature Chemical Biology @natchembio.nature.com · 01/08/2025
A new paper from @aliceyting.bsky.social reports on LaccID, an engineered laccase, that enables hydrogen peroxide-free proximity labeling and electron microscopy of cell surfaces www.nature.com/articles/s41...
nature.com
Directed evolution of LaccID for cell surface proximity labeling and electron microscopy - Nature Chemical Biology
LaccID, an engineered laccase, enables hydrogen-peroxide-free proximity labeling and electron microscopy (EM) in mammalian cells. Notably, LaccID is selectively active at the cell surface, enabling th...
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Chang Liu @chang-c-liu.bsky.social · 16/08/2025
Our new company, K2 Therapeutics, is off to the races to develop new antibody drugs that target multipass membrane proteins. We are hiring so check us out! www.k2-tx.com/home#careers
k2-tx.com
K2 Therapeutics
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Chang Liu @chang-c-liu.bsky.social · 08/08/2025
Happy to see this new T7 replicon based orthogonal replication system in E. coli. Congrats to the Diercks and Schultz lab teams at Scripps Research! www.science.org/doi/10.1126/...
science.org
An orthogonal T7 replisome for continuous hypermutation and accelerated evolution in E. coli
Systems that perform continuous hypermutation of designated genes without compromising the integrity of the host genome can substantially accelerate the evolution of new or enhanced protein functions....
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Reposted by Chang Liu
Katherine Xue @ksxue.bsky.social · 17/07/2025
The Xue lab at UC Irvine is looking for a staff scientist to support our work investigating how microbes interact and evolve in the gut microbiome! Open to a wide range of previous experience levels, see ad for more. recruit.ap.uci.edu/JPF09601
recruit.ap.uci.edu
Junior, Assistant, or Associate Specialist – Xue Lab
University of California, Irvine is hiring. Apply now!
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Chang Liu @chang-c-liu.bsky.social · 15/07/2025
Happy to share this work, led by Olek Pisera, on dialing in a wide range of copy numbers for the orthogonal plasmid of OrthoRep. We used this ability to study how plasmid copy number influences evolutionary outcomes. www.nature.com/articles/s41...
nature.com
The role of plasmid copy number and mutation rate in evolutionary outcomes - Nature Ecology & Evolution
In an experimental multicopy plasmid evolution system that allows manipulation of mutation rate and copy number, low copy number promoted enrichment of beneficial alleles whereas high copy number main...
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Chang Liu @chang-c-liu.bsky.social · 24/05/2025
Happy to share the peer-reviewed and updated version of our work on OrthoRep-driven evolution of aaRSs for genetic code expansion with unnatural amino acids. Congrats to Yuichi Furuhata, a true master bioengineer, on leading this excellent work! www.nature.com/articles/s41...
nature.com
Directed evolution of aminoacyl-tRNA synthetases through in vivo hypermutation - Nature Communications
Genetic code expansion (GCE) enables the incorporation of new amino acids into proteins. Here, authors demonstrate the rapid OrthoRep-driven evolution of aminoacyl-tRNA synthetases for GCE, increasing...
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Chang Liu @chang-c-liu.bsky.social · 06/05/2025
We’re excited to share new work on the continuous in vivo evolution of gene libraries towards arbitrary functions. Led by superstar Olek Pisera, our experiments show that gene evolution is highly versatile... www.biorxiv.org/content/10.1...
biorxiv.org
Rapid continuous evolution of gene libraries towards arbitrary functions
The emergence and evolution of new gene functions is central to biology, yet experimental tools that allow us to prospectively probe and understand this process are lacking. While systems for continuo...
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Reposted by Chang Liu
Andrew D Hanson @adhansonlab.bsky.social · 16/04/2025
#SyntheticBiology postdoctoral position in our group in University of Florida's Horticultural Sciences department. Work is directed evolution to improve enzymes that underlie important crop traits ⬇️
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Reposted by Chang Liu
Vaughn Smider, MD, PhD @vvsmider.bsky.social · 17/03/2025
My story: I’m a single father and cancer researcher whose wife died of a rare cancer. Science and biomedical research is personal to me. Here is my op-ed in my hometown newspaper. Pls fwd. www.vindy.com/opinion/edit...
vindy.com
DOGE ends America’s golden age of biomedical research
Biomedical research impacts all of us. I became curious about how drugs work after my mom was diagnosed with rheumatoid arthritis when I was a small boy. She received “gold shots” as treatment, which ...
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Reposted by Chang Liu
Itai Yanai @itaiyanai.bsky.social · 15/02/2025
We have to stand up for science! Anyone who can join these rallies and believes that US science must be protected should come! @standupforscience.bsky.social
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Reposted by Chang Liu
Carolyn Bertozzi @carolynbertozzi.bskyverified.social · 08/02/2025
Another assault on US competitiveness at a time when biomedicine is roaring with innovation, an own-goal in a high-stakes international tournament. Of course the real losers are American people needing medicines and cures. www.washingtonpost.com/health/2025/...
washingtonpost.com
NIH cuts billions of dollars in biomedical funding, effective immediately
The move halts a large slice of money for most universities and research institutions virtually overnight, imperiling vital research in everything from cancer to heart disease.
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Chang Liu @chang-c-liu.bsky.social · 01/12/2024
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...
biorxiv.org
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...
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Chang Liu @chang-c-liu.bsky.social · 21/11/2024
We have new postdoc positions available. Please apply if you are interested in protein engineering, continuous evolution, OrthoRep, and/or synthetic biology! recruit.ap.uci.edu/JPF09324. Some particular problems we have a unique angle of attack on include…
recruit.ap.uci.edu
Postdoctoral Scholar – Protein Evolution and Synthetic Biology
University of California, Irvine is hiring. Apply now!
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Chang Liu @chang-c-liu.bsky.social · 19/11/2024
We're starting a new Institute for Engineering + Health at UCI to focus on Rapid Antibody Engineering and Evolution! engineering.uci.edu/news/2024/11...
engineering.uci.edu
Engineering+ Health Institute Announced | Samueli School of Engineering at UC Irvine
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Chang Liu @chang-c-liu.bsky.social · 19/11/2024
Our work describing molecular recording of sequential information by directing a chain of insertions with prime editor in mammalian cells is now out here - nature.com/articles/s41.... Congratulations to @theresaloveless.bsky.social, Courtney Carlson, and the whole team!
nature.com
Open-ended molecular recording of sequential cellular events into DNA - Nature Chemical Biology
Loveless, Carlson and colleagues describe peCHYRON, a DNA recorder that propagates an unending chain of insertions. Each link contains a randomizable 3-bp ‘signature’ sequence that serves to record a ...
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Chang Liu @chang-c-liu.bsky.social · 19/11/2024
Our work describing extensive gene divergence on laboratory timescales with upgraded OrthoRep systems is now out here - science.org/doi/10.1126/.... Congratulations to Gordon Rix and team!
science.org
Continuous evolution of user-defined genes at 1 million times the genomic mutation rate
When nature evolves a gene over eons at scale, it produces a diversity of homologous sequences with patterns of conservation and change that contain rich structural, functional, and historical informa...
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