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1.
Nat Chem Biol ; 2024 Sep 19.
Article in English | MEDLINE | ID: mdl-39300230

ABSTRACT

Clustered regularly interspaced short palindromic repeats-Cas13 effectors are used for RNA editing but the adeno-associated virus (AAV) packaging limitations because of their big sizes hinder their therapeutic application. Here we report the identification of the Cas13j family, with LepCas13j (529 aa) and ChiCas13j (424 aa) being the smallest and most highly efficient variants for RNA interference. The miniaturized Cas13j proteins enable the development of compact RNA base editors. Chi-RESCUE-S, by fusing dChiCas13j with hADAR2dd, demonstrates high efficiency and specificity in A-to-G and C-to-U conversions. Importantly, this system is compatible with single-AAV packaging without the need for protein sequence truncation. It successfully corrected pathogenic mutations, such as APOC3D65N and SCN9AR896Q, to the wild-type forms. In addition, we developed an optimized system, Chi-RESCUE-S-mini3, which pioneered efficient in vivo C-to-U RNA editing of PCSK9 in mice through single-AAV delivery, resulting in reduced total cholesterol levels. These results highlight the potential of Cas13j to treat human diseases.

2.
Biodes Res ; 6: 0041, 2024.
Article in English | MEDLINE | ID: mdl-39228750

ABSTRACT

The CRISPR-Cas13 system has emerged as a revolutionary tool for RNA editing, offering new opportunities for the development of nucleic acid therapeutics. Unlike DNA-targeting CRISPR-Cas9, Cas13 targets and cleaves RNA, enabling gene silencing and preventing genomic instability. Its applications include suppressing disease-causing genes, correcting splicing errors, and modulating immune responses. Despite these advances, challenges persist, such as the need to refine specificity, mitigate off-target impacts, and ensure effective delivery. This review provides an overview of the CRISPR-Cas13 mechanism, elucidating its role in RNA-targeted therapies and its transformative potential for disease treatment. Furthermore, it addresses the ongoing challenges that the scientific community is striving to overcome.

3.
Food Funct ; 2024 Sep 09.
Article in English | MEDLINE | ID: mdl-39246095

ABSTRACT

Small pentacyclic peptides, represented by nisin, have been successfully utilized as preservatives in the food industry and have evolved into a paradigm for understanding the genetic structure, expression, and control of genes created by lantibiotics. Due to the ever-increasing antibiotic resistance, nisin-relevant antimicrobial peptides have received much attention, which calls for a summarization of their synthesis, modification and applications. In this review, we first provided a timeline of select highlights in nisin biosynthesis and engineering. Then, we outlined the current developments in nisin synthesis. We also provided an overview of the engineering, screening, and production of nisin-relevant antimicrobial peptides based on enzyme alteration, substrate modification, and sequence mining. Furthermore, an updated summary of applications of nisin-relevant antimicrobial peptides has been developed for food applications. Finally, this study offers insights into emerging technologies, limitations and the future development of nisin-relevant antimicrobial peptides for pathogen inhibition, food preservatives, and improved health.

4.
J Agric Food Chem ; 72(34): 19071-19080, 2024 Aug 28.
Article in English | MEDLINE | ID: mdl-39140182

ABSTRACT

Zealexin A1 is a nonvolatile sesquiterpene phytoalexin, which not only exhibits extensive antifungal and insecticidal activities but also has the ability to enhance the drought resistance of plants, and thus has potential applications in agricultural and food fields. In this study, the biosynthetic pathway of zealexin A1 was constructed in Saccharomyces cerevisiae for the first time, and the highest production of zealexin A1 reported to date was achieved. First, through screening of sesquiterpene synthases from various plants, BdMAS11 had a stronger (S)-ß-macrocarpene synthesis ability was obtained, and the heterologous synthesis of zealexin A1 was achieved by coexpressing BdMAS11 with cytochrome P450 oxygenase ZmCYP71Z18. Subsequently, after the site-directed mutagenesis of BdMAS11, fusion expression of farnesyl diphosphate synthase ERG20 and BdMAS11, and tailored truncation of BdMAS11 and ZmCYP71Z18, the strain coexpressing the manipulated BdMAS11 and original ZmCYP71Z18 produced 119.31 mg/L of zealexin A1 in shake-flask fermentation. Finally, the production of zealexin A1 reached 1.17 g/L through fed-batch fermentation in a 5 L bioreactor, which was 261.7-fold that of the original strain. This study lays the foundation for the industrial production of zealexin A1 and other terpenoids.


Subject(s)
Metabolic Engineering , Saccharomyces cerevisiae , Sesquiterpenes , Saccharomyces cerevisiae/genetics , Saccharomyces cerevisiae/metabolism , Sesquiterpenes/metabolism , Plant Proteins/genetics , Plant Proteins/metabolism , Fermentation , Biosynthetic Pathways , Cytochrome P-450 Enzyme System/metabolism , Cytochrome P-450 Enzyme System/genetics , Phytoalexins
5.
J Dairy Sci ; 2024 Aug 16.
Article in English | MEDLINE | ID: mdl-39154730

ABSTRACT

Lactococcus lactis, widely used in the food fermentation industry, has developed various ways to regulate acid adaptation in the process of evolution. The investigation into how peptidoglycan (PG) senses and responds to acid stress is an expanding field. Here, we addressed the regulation of murT-gatD genes which are responsible for the amidation of PG D-Glu. We found that lactic acid stress reduced murT-gatD expression, and overexpressing these genes notably decreased acid tolerance of L. lactis NZ9000, possibly due to a reduction in PG's negative charge, facilitating the influx of extracellular protons into the cell. Subsequently, using a combination of DNA pull-down assay and electrophoretic mobility shift assay (EMSA), we identified a novel MarR family regulator, RmaH, as an activator of murT-gatD transcription. Further MEME motif prediction, EMSA verification and fluorescent protein reporter assay showed that RmaH directly bound to the DNA motif 5'-KGVAWWTTTTGCT-3' located in the upstream region of murT-gatD. Beyond the mechanistic investigation of RmaH activation of murT-gatD, this study provides new insight into how peptidoglycan modification is regulated and responds to lactic acid stress.

6.
Biomolecules ; 14(8)2024 Aug 08.
Article in English | MEDLINE | ID: mdl-39199359

ABSTRACT

Sandalwood essential oil is extracted from the heartwood part of mature sandalwood and is known for its pleasant fragrance and exceptional medicinal activities, including antimicrobial, antitumor, and anti-inflammatory properties. The (Z)-α-santalol and (Z)-ß-santalol are the most vital ingredients contributing to sandalwood oil's bioactivities and unique woody odor characteristics. Metabolic engineering strategies have shown promise in transforming microorganisms such as yeast and bacteria into effective cell factories for enhancing the production of vital sesquiterpenes (santalene and santalol) found in sandalwood oil. This review aims to summarize sources of sandalwood oil, its components/ingredients, and its applications. It also highlights the biosynthesis of santalene and santalol and the various metabolic engineering strategies employed to reconstruct and enhance santalene and santalol biosynthesis pathways in heterologous hosts.


Subject(s)
Metabolic Engineering , Plant Oils , Santalum , Sesquiterpenes , Sesquiterpenes/metabolism , Sesquiterpenes/chemistry , Plant Oils/metabolism , Plant Oils/chemistry , Santalum/chemistry , Santalum/metabolism , Polycyclic Sesquiterpenes/metabolism , Polycyclic Sesquiterpenes/chemistry , Polycyclic Sesquiterpenes/pharmacology , Humans , Bacteria/metabolism , Bacteria/drug effects
10.
Brief Bioinform ; 25(4)2024 May 23.
Article in English | MEDLINE | ID: mdl-38859767

ABSTRACT

How to resolve the metabolic dark matter of microorganisms has long been a challenging problem in discovering active molecules. Diverse omics tools have been developed to guide the discovery and characterization of various microbial metabolites, which make it gradually possible to predict the overall metabolites for individual strains. The combinations of multi-omic analysis tools effectively compensates for the shortcomings of current studies that focus only on single omics or a broad class of metabolites. In this review, we systematically update, categorize and sort out different analysis tools for microbial metabolites prediction in the last five years to appeal for the multi-omic combination on the understanding of the metabolic nature of microbes. First, we provide the general survey on different updated prediction databases, webservers, or software that based on genomics, transcriptomics, proteomics, and metabolomics, respectively. Then, we discuss the essentiality on the integration of multi-omics data to predict metabolites of different microbial strains and communities, as well as stressing the combination of other techniques, such as systems biology methods and data-driven algorithms. Finally, we identify key challenges and trends in developing multi-omic analysis tools for more comprehensive prediction on diverse microbial metabolites that contribute to human health and disease treatment.


Subject(s)
Metabolomics , Software , Metabolomics/methods , Genomics/methods , Proteomics/methods , Humans , Computational Biology/methods , Bacteria/metabolism , Bacteria/genetics , Bacteria/classification , Metabolome , Algorithms , Multiomics
11.
J Dairy Sci ; 107(9): 6576-6591, 2024 Sep.
Article in English | MEDLINE | ID: mdl-38762103

ABSTRACT

Lactococcus lactis, widely used in the manufacture of dairy products, encounters various environmental stresses both in natural habitats and during industrial processes. It has evolved intricate machinery of stress sensing and defense to survive harsh stress conditions. Here, we identified a novel TetR/AcrR family transcription regulator, designated AcrR1, to be a repressor for acid and antibiotic tolerance that was derepressed in the presence of vancomycin or under acid stress. The survival rates of acrR1 deletion strain ΔAcrR1 under acid and vancomycin stresses were about 28.7-fold (pH 3.0, HCl), 8.57-fold (pH 4.0, lactic acid) and 2.73-fold (300 ng/mL vancomycin) greater than that of original strain F44. We also demonstrated that ΔAcrR1 was better able to maintain intracellular pH homeostasis and had a lower affinity to vancomycin. No evident effects of AcrR1 deletion on the growth and morphology of strain F44 were observed. Subsequently, we characterized that the transcription level of genes associated with amino acids biosynthesis, carbohydrate transport and metabolism, multidrug resistance, and DNA repair proteins significantly upregulated in ΔAcrR1 using transcriptome analysis and quantitative reverse transcription-PCR assays. Additionally, AcrR1 could repress the transcription of the nisin post-translational modification gene, nisC, leading to a 16.3% increase in nisin yield after AcrR1 deletion. Our results not only refined the knowledge of the regulatory mechanism of TetR/AcrR family regulator in L. lactis, but presented a potential strategy to enhance industrial production of nisin.


Subject(s)
Anti-Bacterial Agents , Lactococcus lactis , Nisin , Lactococcus lactis/metabolism , Lactococcus lactis/genetics , Nisin/biosynthesis , Nisin/pharmacology , Anti-Bacterial Agents/pharmacology , Anti-Bacterial Agents/biosynthesis , Drug Resistance, Microbial/genetics , Bacterial Proteins/genetics , Bacterial Proteins/metabolism , Gene Expression Regulation, Bacterial
12.
Comput Struct Biotechnol J ; 23: 1990-2000, 2024 Dec.
Article in English | MEDLINE | ID: mdl-38765607

ABSTRACT

Microbial communities are shaped by the complex interactions among organisms and the environment. Genome-scale metabolic models (GEMs) can provide deeper insights into the complexity and ecological properties of various microbial communities, revealing their intricate interactions. Many researchers have modified GEMs for the microbial communities based on specific needs. Thus, GEMs need to be comprehensively summarized to better understand the trends in their development. In this review, we summarized the key developments in deciphering and designing microbial communities using different GEMs. A timeline of selected highlights in GEMs indicated that this area is evolving from the single-strain level to the microbial community level. Then, we outlined a framework for constructing GEMs of microbial communities. We also summarized the models and resources of static and dynamic community-level GEMs. We focused on the role of external environmental and intracellular resources in shaping the assembly of microbial communities. Finally, we discussed the key challenges and future directions of GEMs, focusing on the integration of GEMs with quorum sensing mechanisms, microbial ecology interactions, machine learning algorithms, and automatic modeling, all of which contribute to consortia-based applications in different fields.

17.
J Agric Food Chem ; 72(13): 6871-6888, 2024 Apr 03.
Article in English | MEDLINE | ID: mdl-38526460

ABSTRACT

Sesquiterpenes comprise a diverse group of natural products with a wide range of applications in cosmetics, food, medicine, agriculture, and biofuels. Heterologous biosynthesis is increasingly employed for sesquiterpene production, aiming to overcome the limitations associated with chemical synthesis and natural extraction. Sesquiterpene synthases (STSs) play a crucial role in the heterologous biosynthesis of sesquiterpene. Under the catalysis of STSs, over 300 skeletons are produced through various cyclization processes (C1-C10 closure, C1-C11 closure, C1-C6 closure, and C1-C7 closure), which are responsible for the diversity of sesquiterpenes. According to the cyclization types, we gave an overview of advances in understanding the mechanism of STSs cyclization from the aspects of protein crystal structures and site-directed mutagenesis. We also summarized the applications of engineering STSs in the heterologous biosynthesis of sesquiterpene. Finally, the bottlenecks and potential research directions related to the STSs cyclization mechanism and application of modified STSs were presented.


Subject(s)
Alkyl and Aryl Transferases , Sesquiterpenes , Sesquiterpenes/metabolism , Cyclization , Catalysis , Alkyl and Aryl Transferases/genetics , Alkyl and Aryl Transferases/metabolism
18.
J Agric Food Chem ; 72(13): 7308-7317, 2024 Apr 03.
Article in English | MEDLINE | ID: mdl-38529564

ABSTRACT

Kauralexin A1 (KA1) is a key intermediate of the kauralexin A series metabolites of maize phytoalexins. However, their application is severely limited by their low abundance in maize. In this study, an efficient biosynthetic pathway was constructed to produce KA1 in Saccharomyces cerevisiae. Also, metabolic and enzyme engineering strategies were applied to construct the high-titer strains, such as chassis modification, screening synthases, the colocalization of enzymes, and multiple genomic integrations. First, the KA1 precursor ent-kaurene was synthesized using the efficient diterpene synthase GfCPS/KS from Fusarium fujikuroi, and optimized to reach 244.36 mg/L in shake flasks, which displayed a 200-fold increase compared to the initial strain. Then, the KA1 was produced under the catalysis of ZmCYP71Z18 from Zea mays and SmCPR1 from Salvia miltiorrhiza, and the titer was further improved by integrating the fusion protein into the genome. Finally, an ent-kaurene titer of 763.23 mg/L and a KA1 titer of 42.22 mg/L were achieved through a single-stage fed-batch fermentation in a 5 L bioreactor. This is the first report of the heterologous biosynthesis of maize diterpene phytoalexins in S. cerevisiae, which lays a foundation for further pathway reconstruction and biosynthesis of the kauralexin A series maize phytoalexins.


Subject(s)
Diterpenes, Kaurane , Diterpenes , Saccharomyces cerevisiae/genetics , Saccharomyces cerevisiae/metabolism , Phytoalexins , Diterpenes, Kaurane/metabolism , Diterpenes/metabolism , Fermentation , Metabolic Engineering
19.
Immun Inflamm Dis ; 12(1): e1141, 2024 Jan.
Article in English | MEDLINE | ID: mdl-38270325

ABSTRACT

BACKGROUND: Little is known about the features of macrophage activation syndrome (MAS) in dermatomyositis, especially the association between rapidly progressive interstitial lung disease (RP-ILD) and MAS. OBJECTIVE: To determine the characteristics of MAS in patients with dermatomyositis and their association with RP-ILD. METHODS: This was a retrospective cohort study of 201 dermatomyositis patients at the First Affiliated Hospital of Zhejiang University over a 10-year period. RESULTS: A total of 22 (10.9%) patients were diagnosed with MAS. The rate of RP-ILD was significantly higher in patients with MAS than in those without MAS (81.8% vs. 17.4%, respectively, p < .001). Multivariate analysis indicated that RP-ILD (p = .019), ferritin level > 1685 ng/mL (p = .007) and hemoglobin < 100 g/L (p = .001) were independent risk factors for MAS. Furthermore, RP-ILD patients with MAS presented more cardiac injury (50.0% vs. 13.3%, respectively, p < .009), central nervous system dysfunction (42.8% vs. 3.4%, respectively, p < .001) and hemorrhage (38.9% vs. 3.3%, respectively, p = .003) than RP-ILD patients without MAS. The 90-day cumulative survival rate for patients with MAS was significantly lower than for those without MAS (18.2% vs. 82.1%, respectively, p < .001). CONCLUSION: MAS was a common and fatal complication of dermatomyositis in our cohort. MAS is closely related to RP-ILD in patients with dermatomyositis. When RP-ILD is present in dermatomyositis patients with abnormal laboratory findings, such as cytopenia and hyperferritinemia, the presence of MAS should be considered.


Subject(s)
Dermatomyositis , Lung Diseases, Interstitial , Macrophage Activation Syndrome , Adult , Humans , Retrospective Studies , Case-Control Studies , Dermatomyositis/complications , Dermatomyositis/diagnosis , Macrophage Activation Syndrome/diagnosis , Macrophage Activation Syndrome/etiology , Lung Diseases, Interstitial/diagnosis , Lung Diseases, Interstitial/etiology
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