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result(s) for
"Cao, Mingfeng"
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Multi-functional genome-wide CRISPR system for high throughput genotype–phenotype mapping
2019
Genome-scale engineering is an indispensable tool to understand genome functions due to our limited knowledge of cellular networks. Unfortunately, most existing methods for genome-wide genotype–phenotype mapping are limited to a single mode of genomic alteration, i.e. overexpression, repression, or deletion. Here we report a multi-functional genome-wide CRISPR (MAGIC) system to precisely control the expression level of defined genes to desired levels throughout the whole genome. By combining the tri-functional CRISPR system and array-synthesized oligo pools, MAGIC is used to create, to the best of our knowledge, one of the most comprehensive and diversified genomic libraries in yeast ever reported. The power of MAGIC is demonstrated by the identification of previously uncharacterized genetic determinants of complex phenotypes, particularly those having synergistic interactions when perturbed to different expression levels. MAGIC represents a powerful synthetic biology tool to investigate fundamental biological questions as well as engineer complex phenotypes for biotechnological applications.
Genome-scale engineering is generally limited to single methods of alteration such as overexpression, repression or deletion. Here the authors present a tri-functional CRISPR system that can engineer complex synergistic interactions in a genome-wide manner.
Journal Article
Renewable fatty acid ester production in Clostridium
2021
Bioproduction of renewable chemicals is considered as an urgent solution for fossil energy crisis. However, despite tremendous efforts, it is still challenging to generate microbial strains that can produce target biochemical to high levels. Here, we report an example of biosynthesis of high-value and easy-recoverable derivatives built upon natural microbial pathways, leading to improvement in bioproduction efficiency. By leveraging pathways in solventogenic clostridia for co-producing acyl-CoAs, acids and alcohols as precursors, through rational screening for host strains and enzymes, systematic metabolic engineering-including elimination of putative prophages, we develop strains that can produce 20.3 g/L butyl acetate and 1.6 g/L butyl butyrate. Techno-economic analysis results suggest the economic competitiveness of our developed bioprocess. Our principles of selecting the most appropriate host for specific bioproduction and engineering microbial chassis to produce high-value and easy-separable end products may be applicable to other bioprocesses.
Esters can be used as fuels and specialty chemicals for food flavoring, cosmetic and pharmaceutical industries. Here, the authors systematically engineer clostridia, including discovery and deletion of prophages to increase strain stability, for the production of butyl acetate and butyl butyrate from corn stover at low cost.
Journal Article
A repackaged CRISPR platform increases homology-directed repair for yeast engineering
by
Gustafson, Marissa
,
Huang, Lei
,
Chudalayandi Siva
in
CRISPR
,
Deoxyribonucleic acid
,
Disruption
2022
Inefficient homology-directed repair (HDR) constrains CRISPR–Cas9 genome editing in organisms that preferentially employ nonhomologous end joining (NHEJ) to fix DNA double-strand breaks (DSBs). Current strategies used to alleviate NHEJ proficiency involve NHEJ disruption. To confer precision editing without NHEJ disruption, we identified the shortcomings of the conventional CRISPR platforms and developed a CRISPR platform—lowered indel nuclease system enabling accurate repair (LINEAR)—which enhanced HDR rates (to 67–100%) compared to those in previous reports using conventional platforms in four NHEJ-proficient yeasts. With NHEJ preserved, we demonstrate its ability to survey genomic landscapes, identifying loci whose spatiotemporal genomic architectures yield favorable expression dynamics for heterologous pathways. We present a case study that deploys LINEAR precision editing and NHEJ-mediated random integration to rapidly engineer and optimize a microbial factory to produce (S)-norcoclaurine. Taken together, this work demonstrates how to leverage an antagonizing pair of DNA DSB repair pathways to expand the current collection of microbial factories.CRISPR–Cas9 genome editing is limited in organisms with inefficient homology-directed repair (HDR), but development of a specialized CRISPR platform conferred increased HDR rates in four noncanonical yeasts to enhance strain engineering.
Journal Article
A meta-analysis of circulating microRNAs in the diagnosis of papillary thyroid carcinoma
2021
Aim of this meta-analysis was to evaluate the overall diagnostic value of circulating mini miRNAs for papillary thyroid carcinoma (PTC) and to find the possible molecular marker with higher diagnostic value for PTC.
We searched the Pubmed, Cochrane and Embase database until June 2020. We selected relevant literatures associated with the diagnosis of PTC with circulating miRNAs. The number of cases in experimental group and the control group, sensitivity and specificity could be extracted from the literatures.
We got 9 literatures including 2114 cases of PTC. Comprehensive sensitivity was 0.79, comprehensive specificity was 0.82, positive likelihood ratio was 4.3, negative likelihood ratio was 0.26, diagnostic advantage ratio was 16. The summary receiver operating characteristic curve was drawn and the Area Under the Curve was 0.87.
Circulating microRNAs may be promising molecular markers for the diagnosis of papillary thyroid carcinoma. Combined detection of certain serum microRNAs can improve the diagnostic accuracy of papillary thyroid carcinoma. Especially MiR-222 and miR-146b may be prime candidates for the diagnosis of PTC in Asian population.
Journal Article
The role and mechanism of gut microbiota-derived short-chain fatty in the prevention and treatment of diabetic kidney disease
2022
Diabetic kidney disease (DKD), an emerging global health issue, is one of the most severe microvascular complications derived from diabetes and a primary pathology contributing to end-stage renal disease. The currently available treatment provides only symptomatic relief and has failed to delay the progression of DKD into chronic kidney disease. Recently, multiple studies have proposed a strong link between intestinal dysbiosis and the occurrence of DKD. The gut microbiota-derived short-chain fatty acids (SCFAs) capable of regulating inflammation, oxidative stress, fibrosis, and energy metabolism have been considered versatile players in the prevention and treatment of DKD. However, the underlying molecular mechanism of the intervention of the gut microbiota–kidney axis in the development of DKD still remains to be explored. This review provides insight into the contributory role of gut microbiota-derived SCFAs in DKD.
Journal Article
Development of a CRISPR/Cas9-Based Tool for Gene Deletion in Issatchenkia orientalis
by
Tran, Vinh G.
,
Zhao, Huimin
,
Cao, Mingfeng
in
Autonomously replicating sequence
,
BASIC BIOLOGICAL SCIENCES
,
Biofuels
2019
Microbial production of fuels and chemicals from renewable and readily available biomass is a sustainable and economically attractive alternative to petroleum-based production. Because of its unusual tolerance to highly acidic conditions, I. orientalis is a promising potential candidate for the manufacture of valued organic acids. Nevertheless, reliable and efficient genetic engineering tools in I. orientalis are limited. The results outlined in this paper describe a stable episomal ARS-containing plasmid and the first CRISPR/Cas9-based system for gene disruptions in I. orientalis , paving the way for applying genome engineering and metabolic engineering strategies and tools in this microorganism for production of fuels and chemicals. The nonconventional yeast Issatchenkia orientalis has emerged as a potential platform microorganism for production of organic acids due to its ability to grow robustly under highly acidic conditions. However, lack of efficient genetic tools remains a major bottleneck in metabolic engineering of this organism. Here we report that the autonomously replicating sequence (ARS) from Saccharomyces cerevisiae (ScARS) was functional for plasmid replication in I. orientalis , and the resulting episomal plasmid enabled efficient genome editing by the CRISPR/Cas9 system. The optimized CRISPR/Cas9-based system employed a fusion RPR1 ′ -tRNA promoter for single guide RNA (sgRNA) expression and could attain greater than 97% gene disruption efficiency for various gene targets. Additionally, we demonstrated multiplexed gene deletion with disruption efficiencies of 90% and 47% for double gene and triple gene knockouts, respectively. This genome editing tool can be used for rapid strain development and metabolic engineering of this organism for production of biofuels and chemicals. IMPORTANCE Microbial production of fuels and chemicals from renewable and readily available biomass is a sustainable and economically attractive alternative to petroleum-based production. Because of its unusual tolerance to highly acidic conditions, I. orientalis is a promising potential candidate for the manufacture of valued organic acids. Nevertheless, reliable and efficient genetic engineering tools in I. orientalis are limited. The results outlined in this paper describe a stable episomal ARS-containing plasmid and the first CRISPR/Cas9-based system for gene disruptions in I. orientalis , paving the way for applying genome engineering and metabolic engineering strategies and tools in this microorganism for production of fuels and chemicals.
Journal Article
Metabolic Engineering of Rhodotorula toruloides for Biosynthesis of Retinal
2026
Rapid advancements in biotechnology have enabled biomanufacturing to emerge as a feasible approach for industrial chemical production. By harnessing synthetic biology and metabolic engineering, engineered microbial cell factories can convert renewable resources into valuable chemicals, providing a sustainable alternative to traditional chemical methods. This study focuses on the microbial production of retinal, an important retinoid used in pharmaceuticals, food, and cosmetics. The oleaginous yeast Rhodotorula toruloides NP11 was genetically modified to synthesize retinal by incorporating and optimizing three β-carotene 15,15′-dioxygenase genes from various sources. Several genetic modifications were made to enhance retinal yield, including the overexpression of isopentenyl-diphosphate isomerase (IDI1), geranylgeranyl diphosphate synthase (BTS1), phytoene synthase (CARRP), and phytoene dehydrogenase (CARB), which led to increased β-carotene levels and boosted retinal production. Furthermore, fermentation conditions such as temperature, antioxidants, and extractants were fine-tuned. The engineered strain Rt13 ultimately achieved a maximum retinal concentration of 20.38 mg/L through fed-batch fermentation. This study highlights the potential of R. toruloides as a cell factory for terpenoid biosynthesis, providing valuable insights for future metabolic engineering endeavors.
Journal Article
Molecular weight control of poly-γ-glutamic acid reveals novel insights into extracellular polymeric substance synthesis in Bacillus licheniformis
2024
Background
The structural diversity of extracellular polymeric substances produced by microorganisms is attracting particular attention. Poly-gamma-glutamic acid (γ-PGA) is a widely studied extracellular polymeric substance from
Bacillus
species. The function of γ-PGA varies with its molecular weight (Mw).
Results
Herein, different endogenous promoters in
Bacillus licheniformis
were selected to regulate the expression levels of
pgdS
, resulting in the formation of γ-PGA with Mw values ranging from 1.61 × 10
3
to 2.03 × 10
4
kDa. The yields of γ-PGA and exopolysaccharides (EPS) both increased in the
pgdS
engineered strain with the lowest Mw and viscosity, in which the EPS content was almost tenfold higher than that of the wild-type strain. Subsequently, the compositions of EPS from the
pgdS
engineered strain also changed. Metabolomics and RT-qPCR further revealed that improving the transportation efficiency of EPS and the regulation of carbon flow of monosaccharide synthesis could affect the EPS yield.
Conclusions
Here, we present a novel insight that increased
pgdS
expression led to the degradation of γ-PGA Mw and changes in EPS composition, thereby stimulating EPS and γ-PGA production. The results indicated a close relationship between γ-PGA and EPS in
B. licheniformis
and provided an effective strategy for the controlled synthesis of extracellular polymeric substances.
Journal Article
The role of quorum sensing in rhizosphere community regulation during bacterial wilt pathogen invasion
by
Lv, Yuangang
,
Yang, Zhaoyue
,
Meng, Delong
in
Agricultural management
,
bacterial wilt
,
Biofilms
2026
Bacterial wilt, caused by the soil-borne pathogen Ralstonia solanacearum is a major threat to solanaceous crops worldwide. The onset of this disease is frequently associated with disruptions in the rhizosphere microbial community. Quorum sensing (QS), a key mechanism for microbial communication, plays a critical role in regulating microbial interactions and maintaining community structure. However, whether and how QS is involved in reshaping the rhizosphere microbiome during R. Solanacearum infection remains poorly understood. In this study we compared QS-related genes, signaling pathways, and network structures in metagenomes of healthy and wilt-infected rhizospheres. The results show QS-related genes of the plant beneficial bacterial were significantly down-regulate, whereas QS-related genes of pathogenic R. Solanacearum were up-regulated in wilt-infected rhizosphere. The up-regulated QS genes of pathogens belong to eight QS signaling pathways (AI-1, GABA, PapR, NprX, Phr, cCF10, and DSF). Network analysis showed a simplified structure in the wilt-infected rhizosphere. It is also found the number of connectors in the QS gene co-occurrence network was reduced in wilt-infected rhizosphere network. This is due to the upregulation of QS system allows the pathogen to mediate the rhizosphere microbial ecology network, and leads to destabilization of rhizosphere community. These findings demonstrate that QS system contributes to bacterial wilt infection by suppressing the QS-based interactions among plant beneficial microbes, thereby triggering community function disruption.
Journal Article
Hyperproduction of extracellular polymeric substance in Pseudomonas fluorescens for efficient chromium (VI) absorption
2023
A novel extracellular polymeric substance (EPS) with flocculating activity produced by Pseudomonas fluorescein isolated from soil was studied in this paper. Firstly, atmospheric and room temperature plasma (ARTP) was applied to get a mutant of P. fluorescein with higher EPS production. A mutant T4-2 exhibited a 106.48% increase in flocculating activity compared to the original strain. The maximum EPS yield from T4-2 was enhanced up to 6.42 g/L, nearly 10 times higher than the original strain on a 3.6-L bioreactor with optimized fermentation conditions. Moreover, the flocculating activity of the mutant reached 3023.4 U/mL, 10.96-fold higher than that of T4. Further identification showed that EPS from mutant T4-2 was mainly composed of polysaccharide (76.67%) and protein (15.8%) with a molecular weight of 1.17 × 105 Da. The EPS showed excellent adsorption capacities of 80.13 mg/g for chromium (VI), which was much higher than many reported adsorbents such as chitosan and cellulose. The adsorption results were described by Langmuir isotherm and pseudo-second-order kinetic model. The thermodynamic parameters (ΔG0, ΔH0 and ΔS0) revealed that the adsorption process was spontaneous and exothermic. Adsorption mechanisms were speculated to be electrostatic interaction, reduction, and chelation.
Journal Article