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Featured researches published by Duo Liu.


Science | 2017

Bug mapping and fitness testing of chemically synthesized chromosome X

Yi Wu; Bing-Zhi Li; Meng Zhao; Leslie A. Mitchell; Ze Xiong Xie; Qiu Hui Lin; Xia Wang; Wen Hai Xiao; Ying Wang; Xiao Zhou; Hong Liu; Xia Li; Ming Zhu Ding; Duo Liu; Lu Zhang; Bao Li Liu; Xiao Le Wu; Fei Fei Li; Xiu Tao Dong; Bin Jia; Wen Zheng Zhang; Guo Zhen Jiang; Yue Liu; Xue Bai; Tian Qing Song; Yan Chen; Si Jie Zhou; Rui Ying Zhu; Feng Gao; Zheng Kuang

INTRODUCTION Design and construction of an extensively modified yeast genome is a direct means to interrogate the integrity, comprehensiveness, and accuracy of the knowledge amassed by the yeast community to date. The international synthetic yeast genome project (Sc2.0) aims to build an entirely designer, synthetic Saccharomyces cerevisiae genome. The synthetic genome is designed to increase genome stability and genetic flexibility while maintaining cell fitness near that of the wild type. A major challenge for a genome synthesis lies in identifying and eliminating fitness-reducing sequence variants referred to as “bugs.” RATIONALE Debugging is imperative for successfully building a fit strain encoding a synthetic genome. However, it is time-consuming and laborious to replace wild-type genes and measure strain fitness systematically. The Sc2.0 PCRTag system, which specifies recoded sequences within open reading frames (ORFs), is designed to distinguish synthetic from wild-type DNA in a simple polymerase chain reaction (PCR) assay. This system provides an opportunity to efficiently map bugs to the related genes by using a pooling strategy and subsequently correct them. Further, as we identify bugs in designer sequences, we will identify gaps in our knowledge and gain a deeper understanding of genome biology, allowing refinement of future design strategies. RESULTS We chemically synthesized yeast chromosome X, synX, designed to be 707,459 base pairs. A high-throughput mapping strategy called pooled PCRTag mapping (PoPM) was developed to identify unexpected bugs during chromosome assembly. With this method, the genotypes of pools of colonies with normal or defective fitness are assessed by PCRTag analysis. The PoPM method exploits the patchwork structure of synthetic and wild-type sequences observed in the majority of putative synthetic DNA integrants or meiotic progeny derived from synthetic/wild-type strain backcross. PCRTag analysis with both synthetic and wild-type specific primers, carried out with genomic DNA extracted from the two pools of clones (normal fitness versus a specific growth defect), can be used to identify regions of synthetic DNA missing from the normal fitness pool and, analogously, sections of wild-type DNA absent from the specific growth-defect pool. In this way, the defect can be efficiently mapped to a very small overlapping region, and subsequent systematic analysis of designed changes in that region can be used to identify the bug. Several bugs were identified and corrected, including a growth defect mapping to a specific synonymously recoded PCRTag sequence in the essential FIP1 ORF and the effect of introducing a loxPsym site that unexpectedly altered the the promoter function of a nearby gene, ATP2. In addition, meiotic crossover was employed to repair the massive duplications and rearrangements in the synthetic chromosome. The debugged synX strain exhibited high fitness under a variety of conditions tested and in competitive growth with the wild-type strain. CONCLUSION Synthetic yeast chromosome X was chemically synthesized from scratch, a rigorous, incremental step toward complete synthesis of the whole yeast genome. Thousands of designer modifications in synX revealed extensive flexibility of the yeast genome. We developed an efficient mapping method, PoPM, to identify bugs during genome synthesis, generalizable to any watermarked synthetic chromosome, and several details of yeast biology were uncovered by debugging. Considering the numerous gene-associated PCRTags available in the synthetic chromosomes, PoPM may represent a powerful tool to map interesting phenotypes of mutated synthetic strains or even mutated wild-type strains to the relevant genes. It may also be useful to study yeast genetic interactions when an unexpected phenotype is generated by alterations in two or more genes, substantially expanding understanding of yeast genomic and cellular functions. The PoPM method is also likely to be useful for mapping phenotype(s) resulting from the genome SCRaMbLE system. Characterization of synX and debugging by pooled PCRTag mapping. (Top) Design overview of synthetic chromosome X. (Bottom) Flow diagram of pooled PCRTag mapping (PoPM). Debugging a genome sequence is imperative for successfully building a synthetic genome. As part of the effort to build a designer eukaryotic genome, yeast synthetic chromosome X (synX), designed as 707,459 base pairs, was synthesized chemically. SynX exhibited good fitness under a wide variety of conditions. A highly efficient mapping strategy called pooled PCRTag mapping (PoPM), which can be generalized to any watermarked synthetic chromosome, was developed to identify genetic alterations that affect cell fitness (“bugs”). A series of bugs were corrected that included a large region bearing complex amplifications, a growth defect mapping to a recoded sequence in FIP1, and a loxPsym site affecting promoter function of ATP2. PoPM is a powerful tool for synthetic yeast genome debugging and an efficient strategy for phenotype-genotype mapping.


PLOS ONE | 2015

Alleviating Redox Imbalance Enhances 7-Dehydrocholesterol Production in Engineered Saccharomyces cerevisiae

Wan Su; Wen-Hai Xiao; Ying Wang; Duo Liu; Xiao Zhou; Ying-Jin Yuan

Maintaining redox balance is critical for the production of heterologous secondary metabolites, whereas on various occasions the native cofactor balance does not match the needs in engineered microorganisms. In this study, 7-dehydrocholesterol (7-DHC, a crucial precursor of vitamin D3) biosynthesis pathway was constructed in Saccharomyces cerevisiae BY4742 with endogenous ergosterol synthesis pathway blocked by knocking out the erg5 gene (encoding C-22 desaturase). The deletion of erg5 led to redox imbalance with higher ratio of cytosolic free NADH/NAD+ and more glycerol and ethanol accumulation. To alleviate the redox imbalance, a water-forming NADH oxidase (NOX) and an alternative oxidase (AOX1) were employed in our system based on cofactor regeneration strategy. Consequently, the production of 7-dehydrocholesterol was increased by 74.4% in shake flask culture. In the meanwhile, the ratio of free NADH/NAD+ and the concentration of glycerol and ethanol were reduced by 78.0%, 50.7% and 7.9% respectively. In a 5-L bioreactor, the optimal production of 7-DHC reached 44.49(±9.63) mg/L. This study provides a reference to increase the production of some desired compounds that are restricted by redox imbalance.


Nature Communications | 2018

Precise control of SCRaMbLE in synthetic haploid and diploid yeast

Bin Jia; Yi Wu; Bing-Zhi Li; Leslie A. Mitchell; Hong Liu; Shuo Pan; Juan Wang; Haoran Zhang; Nan Jia; Bo Li; Michael M. Shen; Ze-Xiong Xie; Duo Liu; Ying-Xiu Cao; Xia Li; Xiao Zhou; Hao Qi; Jef D. Boeke; Ying-Jin Yuan

Compatibility between host cells and heterologous pathways is a challenge for constructing organisms with high productivity or gain of function. Designer yeast cells incorporating the Synthetic Chromosome Rearrangement and Modification by LoxP-mediated Evolution (SCRaMbLE) system provide a platform for generating genotype diversity. Here we construct a genetic AND gate to enable precise control of the SCRaMbLE method to generate synthetic haploid and diploid yeast with desired phenotypes. The yield of carotenoids is increased to 1.5-fold by SCRaMbLEing haploid strains and we determine that the deletion of YEL013W is responsible for the increase. Based on the SCRaMbLEing in diploid strains, we develop a strategy called Multiplex SCRaMbLE Iterative Cycling (MuSIC) to increase the production of carotenoids up to 38.8-fold through 5 iterative cycles of SCRaMbLE. This strategy is potentially a powerful tool for increasing the production of bio-based chemicals and for mining deep knowledge.The SCRaMbLE system integrated into Sc2.0’s synthetic yeast chromosome project allows rapid strain evolution. Here the authors use a genetic logic gate to control induction of recombination in a haploid and diploid yeast carrying synthetic chromosomes.


PLOS ONE | 2016

Engineering Yarrowia lipolytica for Campesterol Overproduction

Hao-Xing Du; Wen-Hai Xiao; Ying Wang; Xiao Zhou; Yu Zhang; Duo Liu; Ying-Jin Yuan

Campesterol is an important precursor for many sterol drugs, e.g. progesterone and hydrocortisone. In order to produce campesterol in Yarrowia lipolytica, C-22 desaturase encoding gene ERG5 was disrupted and the heterologous 7-dehydrocholesterol reductase (DHCR7) encoding gene was constitutively expressed. The codon-optimized DHCR7 from Rallus norvegicus, Oryza saliva and Xenapus laevis were explored and the strain with the gene DHCR7 from X. laevis achieved the highest titer of campesterol due to D409 in substrate binding sites. In presence of glucose as the carbon source, higher biomass conversion yield and product yield were achieved in shake flask compared to that using glycerol and sunflower seed oil. Nevertheless, better cell growth rate was observed in medium with sunflower seed oil as the sole carbon source. Through high cell density fed-batch fermentation under carbon source restriction strategy, a titer of 453±24.7 mg/L campesterol was achieved with sunflower seed oil as the carbon source, which is the highest reported microbial titer known. Our study has greatly enhanced campesterol accumulation in Y. lipolytica, providing new insight into producing complex and desired molecules in microbes.


ACS Synthetic Biology | 2017

Orthogonal Ribosome Biofirewall

Bin Jia; Hao Qi; Bing-Zhi Li; Shuo Pan; Duo Liu; Hong Liu; Yizhi Cai; Ying-Jin Yuan

Biocontainment systems are crucial for preventing genetically modified organisms from escaping into natural ecosystems. Here, we describe the orthogonal ribosome biofirewall, which consists of an activation circuit and a degradation circuit. The activation circuit is a genetic AND gate based on activation of the encrypted pathway by the orthogonal ribosome in response to specific environmental signals. The degradation circuit is a genetic NOT gate with an output of I-SceI homing endonuclease, which conditionally degrades the orthogonal ribosome genes. We demonstrate that the activation circuit can be flexibly incorporated into genetic circuits and metabolic pathways for encryption. The plasmid-based encryption of the deoxychromoviridans pathway and the genome-based encryption of lacZ are tightly regulated and can decrease the expression to 7.3% and 7.8%, respectively. We validated the ability of the degradation circuit to decrease the expression levels of the target plasmids and the orthogonal rRNA (O-rRNA) plasmids to 0.8% in lab medium and 0.76% in nonsterile soil medium, respectively. Our orthogonal ribosome biofirewall is a versatile platform that can be useful in biosafety research and in the biotechnology industry.


Microbial Cell Factories | 2018

Gene repression via multiplex gRNA strategy in Y. lipolytica.

Jin-Lai Zhang; Yang-Zi Peng; Duo Liu; Hong Liu; Ying-Xiu Cao; Bing-Zhi Li; Chun Li; Ying-Jin Yuan

BackgroundThe oleaginous yeast Yarrowia lipolytica is a promising microbial cell factory due to their biochemical characteristics and native capacity to accumulate lipid-based chemicals. To create heterogenous biosynthesis pathway and manipulate metabolic flux in Y. lipolytica, numerous studies have been done for developing synthetic biology tools for gene regulation. CRISPR interference (CRISPRi), as an emerging technology, has been applied for specifically repressing genes of interest.ResultsIn this study, we established CRISPRi systems in Y. lipolytica based on four different repressors, that was DNase-deactivated Cpf1 (dCpf1) from Francisella novicida, deactivated Cas9 (dCas9) from Streptococcus pyogenes, and two fusion proteins (dCpf1-KRAB and dCas9-KRAB). Ten gRNAs that bound to different regions of gfp gene were designed and the results indicated that there was no clear correlation between the repression efficiency and targeting sites no matter which repressor protein was used. In order to rapidly yield strong gene repression, a multiplex gRNAs strategy based on one-step Golden-brick assembly technology was developed. High repression efficiency 85% (dCpf1) and 92% (dCas9) were achieved in a short time by making three different gRNAs towards gfp gene simultaneously, which avoided the need of screening effective gRNA loci in advance. Moreover, two genes interference including gfp and vioE and three genes repression including vioA, vioB and vioE in protodeoxy-violaceinic acid pathway were also realized.ConclusionTaken together, successful CRISPRi-mediated regulation of gene expression via four different repressors dCpf1, dCas9, dCpf1-KRAB and dCas9-KRAB in Y. lipolytica is achieved. And we demonstrate a multiplexed gRNA targeting strategy can efficiently achieve transcriptional simultaneous repression of several targeted genes and different sites of one gene using the one-step Golden-brick assembly. This timesaving method promised to be a potent transformative tool valuable for metabolic engineering, synthetic biology, and functional genomic studies of Y. lipolytica.


G3: Genes, Genomes, Genetics | 2018

Rapid and Efficient CRISPR/Cas9-Based Mating-Type Switching of Saccharomyces cerevisiae

Ze-Xiong Xie; Leslie A. Mitchell; Hui-Min Liu; Bing-Zhi Li; Duo Liu; Neta Agmon; Yi Wu; Xia Li; Xiao Zhou; Bo Li; Wen-Hai Xiao; Ming-Zhu Ding; Ying Wang; Ying-Jin Yuan; Jef D. Boeke

Rapid and highly efficient mating-type switching of Saccharomyces cerevisiae enables a wide variety of genetic manipulations, such as the construction of strains, for instance, isogenic haploid pairs of both mating-types, diploids and polyploids. We used the CRISPR/Cas9 system to generate a double-strand break at the MAT locus and, in a single cotransformation, both haploid and diploid cells were switched to the specified mating-type at ∼80% efficiency. The mating-type of strains carrying either rod or ring chromosome III were switched, including those lacking HMLα and HMRa cryptic mating loci. Furthermore, we transplanted the synthetic yeast chromosome V to build a haploid polysynthetic chromosome strain by using this method together with an endoreduplication intercross strategy. The CRISPR/Cas9 mating-type switching method will be useful in building the complete synthetic yeast (Sc2.0) genome. Importantly, it is a generally useful method to build polyploids of a defined genotype and generally expedites strain construction, for example, in the construction of fully a/a/α/α isogenic tetraploids.


Frontiers of Chemical Engineering in China | 2017

Profiling influences of gene overexpression on heterologous resveratrol production in Saccharomyces cerevisiae

Duo Liu; Bing-Zhi Li; Hong Liu; Xuejiao Guo; Ying-Jin Yuan

Metabolic engineering of heterologous resveratrol production in Saccharomyces cerevisiae faces challenges as the precursor l-tyrosine is stringently regulated by a complex biosynthetic system. We overexpressed the main gene targets in the upstream pathways to investigate their influences on the downstream resveratrol production. Single-gene overexpression and DNA assembly-directed multigene overexpression affect the production of resveratrol as well as its precursor p-coumaric acid. Finally, the collaboration of selected gene targets leads to an optimal resveratrol production of 66.14±3.74 mg·L–1, 2.27 times higher than the initial production in YPD medium (4% glucose). The newly discovered gene targets TRP1 expressing phosphoribosylanthranilate isomerase, ARO3 expressing 3-deoxy-d-arabino-heptulosonate-7-phosphate synthase, and 4CL expressing 4-coumaryl-CoA ligase show notable positive impacts on resveratrol production in S. cerevisiae.


Engineering in Life Sciences | 2017

Production of naringenin from D-xylose with co-culture of E. coli and S. cerevisiae

Wei Zhang; Hong Liu; Xia Li; Duo Liu; Xiu-Tao Dong; Fei-Fei Li; En-Xu Wang; Bing-Zhi Li; Ying-Jin Yuan

Heterologous production of naringenin, a valuable flavonoid with various biotechnological applications, was well studied in the model organisms such as Escherichia coli or Saccharomyces cerevisiae. In this study, a synergistic co‐culture system was developed for the production of naringenin from xylose by engineering microorganism. A long metabolic pathway was reconstructed in the co‐culture system by metabolic engineering. In addition, the critical gene of 4‐coumaroyl‐CoA ligase (4CL) was simultaneously integrated into the yeast genome as well as a multi‐copy free plasmid for increasing enzyme activity. On this basis, some factors related with fermentation process were considered in this study, including fermented medium, inoculation size and the inoculation ratio of two microbes. A yield of 21.16 ± 0.41 mg/L naringenin was produced in this optimized co‐culture system, which was nearly eight fold to that of the mono‐culture of yeast. This is the first time for the biosynthesis of naringenin in the co‐culture system of S. cerevisiae and E. coli from xylose, which lays a foundation for future study on production of flavonoid.


Biotechnology for Biofuels | 2018

Engineering global transcription to tune lipophilic properties in Yarrowia lipolytica

Man Wang; Guan-Nan Liu; Hong Liu; Lu Zhang; Bing-Zhi Li; Xia Li; Duo Liu; Ying-Jin Yuan

BackgroundEvolution of complex phenotypes in cells requires simultaneously tuning expression of large amounts of genes, which can be achieved by reprograming global transcription. Lipophilicity is an important complex trait in oleaginous yeast Yarrowia lipolytica. It is necessary to explore the changes of which genes’ expression levels will tune cellular lipophilic properties via the strategy of global transcription engineering.ResultsWe achieved a strategy of global transcription engineering in Y. lipolytica by modifying the sequences of a key transcriptional factor (TF), SPT15-like (Yl-SPT15). The combinatorial mutagenesis of this gene was achieved by DNA assembly of up to five expression cassettes of its error-prone PCR libraries. A heterologous beta-carotene biosynthetic pathway was constructed to research the effects of combined Yl-SPT15 mutants on carotene and lipid production. As a result, we obtained both an “enhanced” strain with 4.7-fold carotene production and a “weakened” strain with 0.13-fold carotene production relative to the initial strain, nearly 40-fold changing range. Genotype verification, comparative transcriptome analysis, and detection of the amounts of total and free fatty acids were made for the selected strains, indicating effective tuning of cells’ lipophilic properties. We exploited the key pathways including RNA polymerase, ketone body metabolism, fatty acid synthesis, and degradation that drastically determined cells’ variable lipophilicity.ConclusionsWe have examined the effects of combinatorial mutagenesis of Yl-SPT15 on cells’ capacity of producing beta-carotene and lipids. The lipophilic properties in Y. lipolytica could be effectively tuned by simultaneously regulating genome-wide multi-gene expression levels. The exploited gene targets and pathways could guide design and reconstruction of yeast cells for tunable and optimal production of other lipophilic products.

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Yi Wu

Tianjin University

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