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1.
Nat Commun ; 15(1): 5238, 2024 Jun 19.
Article in English | MEDLINE | ID: mdl-38898098

ABSTRACT

While sanguinarine has gained recognition for antimicrobial and antineoplastic activities, its complex conjugated structure and low abundance in plants impede broad applications. Here, we demonstrate the complete biosynthesis of sanguinarine and halogenated derivatives using highly engineered yeast strains. To overcome sanguinarine cytotoxicity, we establish a splicing intein-mediated temperature-responsive gene expression system (SIMTeGES), a simple strategy that decouples cell growth from product synthesis without sacrificing protein activity. To debottleneck sanguinarine biosynthesis, we identify two reticuline oxidases and facilitated functional expression of flavoproteins and cytochrome P450 enzymes via protein molecular engineering. After comprehensive metabolic engineering, we report the production of sanguinarine at a titer of 448.64 mg L-1. Additionally, our engineered strain enables the biosynthesis of fluorinated sanguinarine, showcasing the biotransformation of halogenated derivatives through more than 15 biocatalytic steps. This work serves as a blueprint for utilizing yeast as a scalable platform for biomanufacturing diverse benzylisoquinoline alkaloids and derivatives.


Subject(s)
Benzophenanthridines , Isoquinolines , Metabolic Engineering , Saccharomyces cerevisiae , Temperature , Isoquinolines/metabolism , Isoquinolines/chemistry , Benzophenanthridines/metabolism , Benzophenanthridines/biosynthesis , Saccharomyces cerevisiae/metabolism , Saccharomyces cerevisiae/genetics , Metabolic Engineering/methods , Halogenation , Cytochrome P-450 Enzyme System/metabolism , Cytochrome P-450 Enzyme System/genetics
2.
Trends Microbiol ; 2024 May 29.
Article in English | MEDLINE | ID: mdl-38816311

ABSTRACT

The application of CRISPR-Cas systems has been hindered by their requirement for long protospacer-adjacent motifs (PAMs). Recent engineering and discovery of PAM-flexible Cas proteins have substantially broadened the targetable DNA sequence space, thereby facilitating genome editing and improving derivative technologies such as gene regulation, seamless cloning, and large-scale genetic screens.

3.
Sci Adv ; 10(20): eadj9382, 2024 May 17.
Article in English | MEDLINE | ID: mdl-38748797

ABSTRACT

Performing saturation editing of chromosomal genes will enable the study of genetic variants in situ and facilitate protein and cell engineering. However, current in vivo editing of endogenous genes either lacks flexibility or is limited to discrete codons and short gene fragments, preventing a comprehensive exploration of genotype-phenotype relationships. To enable facile saturation editing of full-length genes, we used a protospacer adjacent motif-relaxed Cas9 variant and homology-directed repair to achieve above 60% user-defined codon replacement efficiencies in Saccharomyces cerevisiae genome. Coupled with massively parallel DNA design and synthesis, we developed a saturation gene editing method termed CRISPR-Cas9- and homology-directed repair-assisted saturation editing (CHASE) and achieved highly saturated codon swapping of long genomic regions. By applying CHASE to massively edit a well-studied global transcription factor gene, we found known and unreported genetic variants affecting an industrially relevant microbial trait. The user-defined codon editing capability and wide targeting windows of CHASE substantially expand the scope of saturation gene editing.


Subject(s)
CRISPR-Cas Systems , Gene Editing , Homologous Recombination , Saccharomyces cerevisiae , Gene Editing/methods , Saccharomyces cerevisiae/genetics , Codon/genetics , Genome, Fungal
5.
Cell Rep ; 34(1): 108594, 2021 01 05.
Article in English | MEDLINE | ID: mdl-33406419

ABSTRACT

Skeletal muscle regeneration after injury is essential for maintaining muscle function throughout aging. ARHGEF3, a RhoA/B-specific GEF, negatively regulates myoblast differentiation through Akt signaling independently of its GEF activity in vitro. Here, we report ARHGEF3's role in skeletal muscle regeneration revealed by ARHGEF3-KO mice. These mice exhibit indiscernible phenotype under basal conditions. Upon acute injury, however, ARHGEF3 deficiency enhances the mass/fiber size and function of regenerating muscles in both young and regeneration-defective middle-aged mice. Surprisingly, these effects occur independently of Akt but via the GEF activity of ARHGEF3. Consistently, overexpression of ARHGEF3 inhibits muscle regeneration in a Rho-associated kinase-dependent manner. We further show that ARHGEF3 KO promotes muscle regeneration through activation of autophagy, a process that is also critical for maintaining muscle strength. Accordingly, ARHGEF3 depletion in old mice prevents muscle weakness by restoring autophagy. Taken together, our findings identify a link between ARHGEF3 and autophagy-related muscle pathophysiology.


Subject(s)
Autophagy , Muscle Strength , Muscle, Skeletal/metabolism , Regeneration , Rho Guanine Nucleotide Exchange Factors/physiology , rho-Associated Kinases/metabolism , rhoA GTP-Binding Protein/metabolism , Aging/metabolism , Animals , Cell Differentiation , Female , Inflammation/metabolism , Male , Mice , Mice, Inbred C57BL , Mice, Knockout , Myoblasts/physiology , Proto-Oncogene Proteins c-akt/metabolism , Signal Transduction
6.
Nat Biotechnol ; 36(6): 505-508, 2018 07.
Article in English | MEDLINE | ID: mdl-29734295

ABSTRACT

We developed a CRISPR-Cas9- and homology-directed-repair-assisted genome-scale engineering method named CHAnGE that can rapidly output tens of thousands of specific genetic variants in yeast. More than 98% of target sequences were efficiently edited with an average frequency of 82%. We validate the single-nucleotide resolution genome-editing capability of this technology by creating a genome-wide gene disruption collection and apply our method to improve tolerance to growth inhibitors.


Subject(s)
Genetic Engineering/methods , Saccharomyces cerevisiae/genetics , Amino Acid Sequence , Base Sequence , Biotechnology , CRISPR-Cas Systems , DNA, Fungal/genetics , Directed Molecular Evolution , Gene Editing/methods , Genome, Fungal , Models, Molecular , Mutagenesis , Recombinational DNA Repair , Saccharomyces cerevisiae/enzymology , Saccharomyces cerevisiae Proteins/chemistry , Saccharomyces cerevisiae Proteins/genetics , Saccharomyces cerevisiae Proteins/metabolism , Ubiquitin-Protein Ligases/chemistry , Ubiquitin-Protein Ligases/genetics , Ubiquitin-Protein Ligases/metabolism
7.
Biotechnol Bioeng ; 115(6): 1630-1635, 2018 06.
Article in English | MEDLINE | ID: mdl-29460422

ABSTRACT

The CRISPR/Cas9 system has been widely used for multiplex genome engineering of Saccharomyces cerevisiae. However, its application in manipulating industrial yeast strains is less successful, probably due to the genome complexity and low copy numbers of gRNA expression plasmids. Here we developed an efficient CRISPR/Cas9 system for industrial yeast strain engineering by using our previously engineered plasmids with increased copy numbers. Four genes in both a diploid strain (Ethanol Red, 8 alleles in total) and a triploid strain (ATCC 4124, 12 alleles in total) were knocked out in a single step with 100% efficiency. This system was used to construct xylose-fermenting, lactate-producing industrial yeast strains, in which ALD6, PHO13, LEU2, and URA3 were disrupted in a single step followed by the introduction of a xylose utilization pathway and a lactate biosynthetic pathway on auxotrophic marker plasmids. The optimized CRISPR/Cas9 system provides a powerful tool for the development of industrial yeast based microbial cell factories.


Subject(s)
CRISPR-Associated Protein 9/metabolism , Clustered Regularly Interspaced Short Palindromic Repeats , Gene Editing/methods , Industrial Microbiology/methods , Metabolic Engineering/methods , Saccharomyces cerevisiae/genetics , Gene Knockout Techniques , Metabolic Networks and Pathways/genetics , Polyploidy
8.
ACS Synth Biol ; 6(4): 686-693, 2017 04 21.
Article in English | MEDLINE | ID: mdl-28054767

ABSTRACT

The concerted action of multiple genes in a time-dependent manner controls complex cellular phenotypes, yet the temporal regulation of gene expressions is restricted on a single-gene level, which limits our ability to control higher-order gene networks and understand the consequences of multiplex genetic perturbations. Here we developed a system for temporal regulation of multiple genes. This system combines the simplicity of CRISPR/Cas9 activators for orthogonal targeting of multiple genes and the orthogonality of chemically induced dimerizing (CID) proteins for temporal control of CRISPR/Cas9 activator function. In human cells, these transcription activators exerted simultaneous activation of multiple genes and orthogonal regulation of different genes in a ligand-dependent manner with minimal background. We envision that our system will enable the perturbation of higher-order gene networks with high temporal resolution and accelerate our understanding of gene-gene interactions in a complex biological setting.


Subject(s)
CRISPR-Cas Systems/genetics , Basic Helix-Loop-Helix Transcription Factors/genetics , Basic Helix-Loop-Helix Transcription Factors/metabolism , Connectin/genetics , Connectin/metabolism , Dimerization , Gene Expression Regulation/drug effects , Gibberellins/chemistry , Gibberellins/pharmacology , HEK293 Cells , Humans , Interleukin 1 Receptor Antagonist Protein/genetics , Interleukin 1 Receptor Antagonist Protein/metabolism , Plasmids/genetics , Plasmids/metabolism , RNA, Guide, Kinetoplastida/genetics , RNA, Guide, Kinetoplastida/metabolism
9.
Development ; 143(21): 3944-3955, 2016 11 01.
Article in English | MEDLINE | ID: mdl-27633991

ABSTRACT

Hedgehog (Hh) signaling is fundamentally important for development and adult tissue homeostasis. It is well established that in vertebrates Sufu directly binds and inhibits Gli proteins, the downstream mediators of Hh signaling. However, it is unclear how the inhibitory function of Sufu towards Gli is regulated. Here we report that the Rusc family of proteins, the biological functions of which are poorly understood, form a heterotrimeric complex with Sufu and Gli. Upon Hh signaling, Rusc is displaced from this complex, followed by dissociation of Gli from Sufu. In mammalian fibroblast cells, knockdown of Rusc2 potentiates Hh signaling by accelerating signaling-induced dissociation of the Sufu-Gli protein complexes. In Xenopus embryos, knockdown of Rusc1 or overexpression of a dominant-negative Rusc enhances Hh signaling during eye development, leading to severe eye defects. Our study thus uncovers a novel regulatory mechanism controlling the response of cells to Hh signaling in vertebrates.


Subject(s)
Adaptor Proteins, Signal Transducing/metabolism , Hedgehog Proteins/antagonists & inhibitors , Intracellular Signaling Peptides and Proteins/metabolism , Xenopus Proteins/metabolism , Animals , Cells, Cultured , Gene Knockdown Techniques , HEK293 Cells , Hedgehog Proteins/metabolism , Humans , Mice , Multigene Family , NIH 3T3 Cells , Protein Binding , Repressor Proteins/metabolism , Signal Transduction/genetics , Xenopus laevis/genetics , Xenopus laevis/metabolism
10.
Article in English | MEDLINE | ID: mdl-26394307

ABSTRACT

Throughout the biological sciences, the past 15 years have seen a push toward the analysis and engineering of biological systems at the organism level. Given the complexity of even the simplest organisms, though, to elicit a phenotype of interest often requires genotypic manipulation of several loci. By traditional means, sequential editing of genomic targets requires a significant investment of time and labor, as the desired editing event typically occurs at a very low frequency against an overwhelming unedited background. In recent years, the development of a suite of new techniques has greatly increased editing efficiency, opening up the possibility for multiple editing events to occur in parallel. Termed as multiplexed genome engineering, this approach to genome editing has greatly expanded the scope of possible genome manipulations in diverse hosts, ranging from bacteria to human cells. The enabling technologies for multiplexed genome engineering include oligonucleotide-based and nuclease-based methodologies, and their application has led to the great breadth of successful examples described in this review. While many technical challenges remain, there also exists a multiplicity of opportunities in this rapidly expanding field.


Subject(s)
Genetic Engineering/methods , Genetic Engineering/trends , Genetic Loci , Genome, Human , Humans
11.
Ind Eng Chem Res ; 54(16): 4011-4020, 2015 Apr 29.
Article in English | MEDLINE | ID: mdl-26074668

ABSTRACT

Successful evolutionary enzyme engineering requires a high throughput screening or selection method, which considerably increases the chance of obtaining desired properties and reduces the time and cost. In this review, a series of high throughput screening and selection methods are illustrated with significant and recent examples. These high throughput strategies are also discussed with an emphasis on compatibility with phenotypic analysis during directed enzyme evolution. Lastly, certain limitations of current methods, as well as future developments, are briefly summarized.

12.
ACS Synth Biol ; 4(5): 585-94, 2015 May 15.
Article in English | MEDLINE | ID: mdl-25207793

ABSTRACT

One-step multiple gene disruption in the model organism Saccharomyces cerevisiae is a highly useful tool for both basic and applied research, but it remains a challenge. Here, we report a rapid, efficient, and potentially scalable strategy based on the type II Clustered Regularly Interspaced Short Palindromic Repeats (CRISPR)-CRISPR associated proteins (Cas) system to generate multiple gene disruptions simultaneously in S. cerevisiae. A 100 bp dsDNA mutagenizing homologous recombination donor is inserted between two direct repeats for each target gene in a CRISPR array consisting of multiple donor and guide sequence pairs. An ultrahigh copy number plasmid carrying iCas9, a variant of wild-type Cas9, trans-encoded RNA (tracrRNA), and a homology-integrated crRNA cassette is designed to greatly increase the gene disruption efficiency. As proof of concept, three genes, CAN1, ADE2, and LYP1, were simultaneously disrupted in 4 days with an efficiency ranging from 27 to 87%. Another three genes involved in an artificial hydrocortisone biosynthetic pathway, ATF2, GCY1, and YPR1, were simultaneously disrupted in 6 days with 100% efficiency. This homology-integrated CRISPR (HI-CRISPR) strategy represents a powerful tool for creating yeast strains with multiple gene knockouts.


Subject(s)
Biosynthetic Pathways/genetics , Clustered Regularly Interspaced Short Palindromic Repeats/genetics , Homologous Recombination/genetics , Saccharomyces cerevisiae/genetics , Amino Acid Transport Systems, Basic/genetics , Base Sequence , Molecular Sequence Data , RNA/genetics , Saccharomyces cerevisiae Proteins/genetics
13.
ACS Synth Biol ; 4(3): 283-91, 2015 Mar 20.
Article in English | MEDLINE | ID: mdl-24758359

ABSTRACT

A fundamental challenge in basic and applied biology is to reprogram cells with improved or novel traits on a genomic scale. However, the current ability to reprogram a cell on the genome scale is limited to bacterial cells. Here, we report RNA interference (RNAi)-assisted genome evolution (RAGE) as a generally applicable method for genome-scale engineering in the yeast Saccharomyces cerevisiae. Through iterative cycles of creating a library of RNAi induced reduction-of-function mutants coupled with high throughput screening or selection, RAGE can continuously improve target trait(s) by accumulating multiplex beneficial genetic modifications in an evolving yeast genome. To validate the RNAi library constructed with yeast genomic DNA and convergent-promoter expression cassette, we demonstrated RNAi screening in Saccharomyces cerevisiae for the first time by identifying two known and three novel suppressors of a telomerase-deficient mutation yku70Δ. We then showed the application of RAGE for improved acetic acid tolerance, a key trait for microbial production of chemicals and fuels. Three rounds of iterative RNAi screening led to the identification of three gene knockdown targets that acted synergistically to confer an engineered yeast strain with substantially improved acetic acid tolerance. RAGE should greatly accelerate the design and evolution of organisms with desired traits and provide new insights on genome structure, function, and evolution.


Subject(s)
Directed Molecular Evolution/methods , RNA Interference , Saccharomyces cerevisiae/genetics , Saccharomyces cerevisiae/physiology , Acetic Acid , Phenotype
14.
ACS Synth Biol ; 3(2): 67-73, 2014 Feb 21.
Article in English | MEDLINE | ID: mdl-24237314

ABSTRACT

Recombinant transcription activator-like effectors (TALEs) have been effectively used for genome editing and gene regulation applications. Due to their remarkable modularity, TALEs can be tailored to specifically target almost any user-defined DNA sequences. Here, we introduce fairyTALE, a liquid phase high-throughput TALE synthesis platform capable of producing TALE-nucleases, activators, and repressors that recognize DNA sequences between 14 and 31 bp. It features a highly efficient reaction scheme, a flexible functionalization platform, and fully automated robotic liquid handling that enable the production of hundreds of expression-ready TALEs within a single day with over 98% assembly efficiency at a material cost of just $5 per TALE. As proof of concept, we synthesized and tested 90 TALEs, each recognizing 27 bp, without restrictions on their sequence composition. 96% of these TALEs were found to be functional, while sequencing confirmation revealed that the nonfunctional constructs were all correctly assembled.


Subject(s)
Synthetic Biology/methods , Trans-Activators/metabolism , Gene Knockout Techniques , Genetic Engineering , Genome, Bacterial , Plasmids/genetics , Plasmids/metabolism , Trans-Activators/genetics , Xanthomonas/genetics
15.
Biotechnol Bioeng ; 111(4): 683-91, 2014 Apr.
Article in English | MEDLINE | ID: mdl-24255022

ABSTRACT

Transcription activator-like effector nucleases (TALENs) have rapidly emerged as a powerful genome editing tool. The site-specific DNA double-strand breaks generated by TALENs in the human chromosome can induce homologous recombination or non-homologous end joining, resulting in desired genetic modifications. In this study, we report the development of a TALEN variant, SunnyTALEN, with >2.5-fold improved genome editing efficacy in human cells. The corresponding scaffold increases the rate of genetic modification at all the 13 tested loci of human genome and is compatible with heterodimer TALEN architectures. This enhanced and high-efficiency TALEN variant represents a novel second-generation TALEN system and has great potential for biological and therapeutic applications.


Subject(s)
DNA Breaks, Double-Stranded , Directed Molecular Evolution , Genome, Human/genetics , Genomics/methods , Deoxyribonucleases , High-Throughput Screening Assays , Humans , Models, Molecular , Synthetic Biology
16.
Article in English | MEDLINE | ID: mdl-22684079

ABSTRACT

Avian infectious bronchitis virus (IBV) is a member of the group III coronaviruses, which differ from the other groups of coronaviruses in that they do not encode the essential pathogenic factor nonstructural protein 1 (nsp1) and instead start with nsp2. IBV nsp2 is one of the first replicase proteins to be translated and processed in the viral life cycle; however, it has an entirely unknown function. In order to better understand the structural details and functional mechanism of IBV nsp2, the recombinant protein was cloned, overexpressed in Escherichia coli, purified and crystallized. The crystals diffracted to 2.8 Å resolution and belonged to space group P2(1), with unit-cell parameters a = 57.0, b = 192.3, c = 105.7 Å, ß = 90.8°. Two molecules were found in the asymmetric unit; the Matthews coefficient was 3.9 Å(3) Da(-1), corresponding to a solvent content of 68.2%.


Subject(s)
Infectious bronchitis virus/chemistry , Viral Nonstructural Proteins/chemistry , Crystallization , Crystallography, X-Ray , Viral Nonstructural Proteins/isolation & purification
17.
Article in English | MEDLINE | ID: mdl-21795795

ABSTRACT

SARS coronavirus (SARS-CoV) is the aetiological agent of the highly infectious severe acute respiratory syndrome (SARS). To gain a better understanding of SARS-CoV replication and transcription proteins, a preliminary X-ray crystallographic study of the C-terminal domain of SARS-CoV nonstructural protein 2 (nsp2) is reported here. The C-terminal domain of SARS-CoV nsp2 was cloned, overexpressed, purified and crystallized using polyethylene glycol 5000 monomethyl ether as the precipitant; the crystals diffracted to 2.5 Šresolution. The crystals belonged to space group P6(5), with unit-cell parameters a=b=112.8, c=91.1 Å, α=ß=90, γ=120°. One molecule is assumed to be present per asymmetric unit, which gives a Matthews coefficient of 2.89 Å3 Da(-1) and a solvent content of 56.2%.


Subject(s)
Severe acute respiratory syndrome-related coronavirus/chemistry , Viral Nonstructural Proteins/chemistry , Crystallization , Crystallography, X-Ray , Gene Expression , Models, Molecular , Protein Structure, Tertiary , Viral Nonstructural Proteins/genetics
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