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1.
Mol Biol Evol ; 41(9)2024 Sep 04.
Artigo em Inglês | MEDLINE | ID: mdl-39219319

RESUMO

Variability in expression levels in response to random genomic mutations varies among genes, influencing both the facilitation and constraint of phenotypic evolution in organisms. Despite its importance, both the underlying mechanisms and evolutionary origins of this variability remain largely unknown due to the mixed contributions of cis- and trans-acting elements. To address this issue, we focused on the mutational variability of cis-acting elements, that is, promoter regions, in Escherichia coli. Random mutations were introduced into the natural and synthetic promoters to generate mutant promoter libraries. By comparing the variance in promoter activity of these mutant libraries, we found no significant difference in mutational variability in promoter activity between promoter groups, suggesting the absence of a signature of natural selection for mutational robustness. In contrast, the promoters controlling essential genes exhibited a remarkable bias in mutational variability, with mutants displaying higher activities than the wild types being relatively rare compared to those with lower activities. Our evolutionary simulation on a rugged fitness landscape provided a rationale for this vulnerability. These findings suggest that past selection created nonuniform mutational variability in promoters biased toward lower activities of random mutants, which now constrains the future evolution of downstream essential genes toward higher expression levels.


Assuntos
Escherichia coli , Evolução Molecular , Genes Essenciais , Mutação , Regiões Promotoras Genéticas , Escherichia coli/genética , Seleção Genética , Regulação Bacteriana da Expressão Gênica , Aptidão Genética
2.
Plant Cell Physiol ; 65(1): 169-174, 2024 Jan 19.
Artigo em Inglês | MEDLINE | ID: mdl-37930817

RESUMO

Genetic studies using mutant resources have significantly contributed to elucidating plant gene function. Massive mutant libraries sequenced by next-generation sequencing technology facilitate mutant identification and functional analysis of genes of interest. Here, we report the creation and release of an open-access database (https://miriq.agr.kyushu-u.ac.jp/index.php), called Mutation-induced Rice in Kyushu University (MiRiQ), designed for in silico mutant screening based on a whole-genome-sequenced mutant library. This database allows any user to easily find mutants of interest without laborious efforts such as large-scale screening by PCR. The initial version of the MiRiQ database (version 1.0) harbors a total of 1.6 million single-nucleotide variants (SNVs) and InDels of 721 M1 plants that were mutagenized by N-methyl-N-nitrosourea treatment of the rice cultivar Nipponbare (Oryza sativa ssp. japonica). The SNVs were distributed among 87% of all 35,630 annotated protein-coding genes of the Nipponbare genome and were predicted to induce missense and nonsense mutations. The MiRiQ database provides built-in tools, such as a search tool by keywords and JBrowse for mutation searches. Users can request mutant seeds in the M2 or M3 generations from a request form linked to this database. We believe that the availability of a wide range of gene mutations in this database will benefit the plant science community and breeders worldwide by accelerating functional genomic research and crop improvement.


Assuntos
Oryza , Humanos , Oryza/genética , Genoma de Planta/genética , Mutação/genética , Genes de Plantas , Sequência de Bases
3.
Crit Rev Microbiol ; 49(3): 297-317, 2023 May.
Artigo em Inglês | MEDLINE | ID: mdl-35438613

RESUMO

The opportunistic pathogen Staphylococcus aureus has an extremely complex relationship with humans. While the bacteria can exist as a commensal in many, it can cause a wide range of diseases and infections when turned pathogenic. Its presence is a determinant of chronicity and poor prognosis in numerous diseases, and its genomic plasticity causes S. aureus antimicrobial resistance to be one of the most dire contemporary medical problems to solve. Genetic manipulation of S. aureus has led to numerous findings that are vital in the fight against its pathogenesis. The utilisation of transposon mutant libraries for the systematic inspection of the S. aureus genome led to many landmark discoveries pertaining to the bacteria's pathogenicity, antimicrobial resistance acquisition, and virulence regulation. In this review, we describe mutant libraries, and their significant contributions, from various S. aureus strains created with commonly used transposons. The general workflow for the construction of libraries will be presented, along with a discussion of the challenges of undertaking the task of large-scale library construction. As the accessibility of transposon mutant library construction, screening, and analysis increases, this genetic tool could be further exploited in the study of the S. aureus genome.


Assuntos
Anti-Infecciosos , Infecções Estafilocócicas , Humanos , Staphylococcus aureus/genética , Virulência/genética , Elementos de DNA Transponíveis , Biblioteca Gênica , Infecções Estafilocócicas/microbiologia
4.
Plant Cell Environ ; 46(3): 865-888, 2023 03.
Artigo em Inglês | MEDLINE | ID: mdl-36479703

RESUMO

Different high temperatures adversely affect crop and algal yields with various responses in photosynthetic cells. The list of genes required for thermotolerance remains elusive. Additionally, it is unclear how carbon source availability affects heat responses in plants and algae. We utilized the insertional, indexed, genome-saturating mutant library of the unicellular, eukaryotic green alga Chlamydomonas reinhardtii to perform genome-wide, quantitative, pooled screens under moderate (35°C) or acute (40°C) high temperatures with or without organic carbon sources. We identified heat-sensitive mutants based on quantitative growth rates and identified putative heat tolerance genes (HTGs). By triangulating HTGs with heat-induced transcripts or proteins in wildtype cultures and MapMan functional annotations, we presented a high/medium-confidence list of 933 Chlamydomonas genes with putative roles in heat tolerance. Triangulated HTGs include those with known thermotolerance roles and novel genes with little or no functional annotation. About 50% of these high-confidence HTGs in Chlamydomonas have orthologs in green lineage organisms, including crop species. Arabidopsis thaliana mutants deficient in the ortholog of a high-confidence Chlamydomonas HTG were also heat sensitive. This work expands our knowledge of heat responses in photosynthetic cells and provides engineering targets to improve thermotolerance in algae and crops.


Assuntos
Chlamydomonas reinhardtii , Chlamydomonas , Termotolerância , Chlamydomonas reinhardtii/metabolismo , Termotolerância/genética , Fotossíntese/genética , Carbono/metabolismo
5.
J Ind Microbiol Biotechnol ; 50(1)2023 Feb 17.
Artigo em Inglês | MEDLINE | ID: mdl-36323428

RESUMO

Adaptive laboratory evolution (ALE) is a technique for the selection of strains with better phenotypes by long-term culture under a specific selection pressure or growth environment. Because ALE does not require detailed knowledge of a variety of complex and interactive metabolic networks, and only needs to simulate natural environmental conditions in the laboratory to design a selection pressure, it has the advantages of broad adaptability, strong practicability, and more convenient transformation of strains. In addition, ALE provides a powerful method for studying the evolutionary forces that change the phenotype, performance, and stability of strains, resulting in more productive industrial strains with beneficial mutations. In recent years, ALE has been widely used in the activation of specific microbial metabolic pathways and phenotypic optimization, the efficient utilization of specific substrates, the optimization of tolerance to toxic substance, and the biosynthesis of target products, which is more conducive to the production of industrial strains with excellent phenotypic characteristics. In this paper, typical examples of ALE applications in the development of industrial strains and the research progress of this technology are reviewed, followed by a discussion of its development prospects.


Assuntos
Engenharia Metabólica , Redes e Vias Metabólicas , Engenharia Metabólica/métodos , Mutação
6.
Int J Mol Sci ; 24(5)2023 Feb 27.
Artigo em Inglês | MEDLINE | ID: mdl-36902028

RESUMO

Pseudomonas syringae pv. actinidiae (Psa) causes bacterial canker of kiwifruit with heavy economic losses. However, little is known about the pathogenic genes of Psa. CRISPR (Clustered Regularly Interspaced Short Palindromic Repeats)/Cas-mediated genome editing technology has dramatically facilitated the characterization of gene function in various organisms. However, CRISPR genome editing could not be efficiently employed in Psa due to lacking homologous recombination repair. The base editor (BE) system, which depends on CRISPR/Cas, directly induces single nucleoside C to T without homology recombination repair. Here, we used dCas9-BE3 and dCas12a-BE3 systems to create substitutions of C to T and to convert CAG/CAA/CGA codons to stop codons (TAG/TAA/TGA) in Psa. The dCas9-BE3 system-induced single C-to-T conversion frequency of 3 to 10 base positions ranged from 0% to 100%, with a mean of 77%. The dCas12a-BE3 system-induced single C-to-T conversion frequency of 8 to 14 base positions in the spacer region ranged from 0% to 100%, with a mean of 76%. In addition, a relatively saturated Psa gene knockout system covering more than 95% of genes was developed based on dCas9-BE3 and dCas12a-BE3, which could knock out two or three genes at the same time in the Psa genome. We also found that hopF2 and hopAO2 were involved in the Psa virulence of kiwifruit. The HopF2 effector can potentially interact with proteins such as RIN, MKK5, and BAK1, while the HopAO2 effector can potentially interact with the EFR protein to reduce the host's immune response. In conclusion, for the first time, we established a PSA.AH.01 gene knockout library that may promote research on elucidating the gene function and pathogenesis of Psa.


Assuntos
Actinidia , Pseudomonas syringae , Edição de Genes , Doenças das Plantas/microbiologia , Técnicas de Inativação de Genes , Actinidia/genética
7.
Microbiology (Reading) ; 168(4)2022 04.
Artigo em Inglês | MEDLINE | ID: mdl-35446249

RESUMO

Characterization of transcriptional networks is one of the main strategies used to understand how bacteria interact with their environment. To reveal novel regulatory elements in the human pathogen Staphylococcus aureus, we adapted a traditional transduction protocol to be used in a high-throughput format in combination with the publicly available S. aureus Nebraska Transposon Mutant Library. Specifically, plasmid transductions are performed in 96-well format, so that a single plasmid can be simultaneously transferred into numerous recipient strains. When used in conjunction with bioluminescent reporter constructs, this strategy enables parallel and continuous monitoring of downstream transcriptional effects of hundreds of defined mutations. Here, we use this workflow in a proof-of-concept study to identify novel regulators of the staphylococcal metalloprotease aureolysin. Importantly, this strategy can be utilized with any other bacterium where plasmid transduction is possible, making it a versatile and efficient tool to probe transcriptional regulatory connections.


Assuntos
Infecções Estafilocócicas , Staphylococcus aureus , Biblioteca Gênica , Humanos , Plasmídeos/genética , Infecções Estafilocócicas/microbiologia , Staphylococcus aureus/genética
8.
Appl Environ Microbiol ; 88(6): e0158621, 2022 03 22.
Artigo em Inglês | MEDLINE | ID: mdl-35080906

RESUMO

Poly(hydroxybutyrate-co-hydroxyhexanoate) [P(HB-co-HHx)] and poly(hydroxybutyrate-co-hydroxyvalerate-co-hydroxyhexanoate) [P(HB-co-HV-co-HHx)] demonstrate interesting mechanical and thermal properties as well as excellent biocompatibility, making them suitable for multiple applications and notably biomedical purposes. The production of such polymers was described in Rhodospirillum rubrum, a purple nonsulfur bacteria in a nutrient-lacking environment where the HHx synthesis is triggered by the presence of hexanoate in the medium. However, the production of P(HB-co-HHx) under nutrient-balanced growth conditions in R. rubrum has not been described so far, and the assimilation of hexanoate is poorly documented. In this study, we used proteomic analysis and a mutant fitness assay to demonstrate that hexanoate assimilation involve ß-oxidation and the ethylmalonyl-coenzyme A (CoA) (EMC) and methylbutanoyl-CoA (MBC) pathways, both being anaplerotic pathways already described in R. rubrum. Polyhydroxyalkanoate (PHA) production is likely to involve the de novo fatty acid synthesis pathway. Concerning the polymer composition, HB is the main component of the polymer, probably as acetyl-CoA and butyryl-CoA are intermediates of hexanoate assimilation pathways. When no essential nutrient is lacking in the medium, the synthesis of PHA seems to help maintain the redox balance of the cell. In this framework, we showed that the fixation of CO2 is required to sustain the growth. An increase in the proportion of HHx in the polymer was observed when redox stress was engendered in the cell under bicarbonate-limiting growth conditions. The addition of isoleucine or valerate in the medium also increased the HHx content of the polymer and allowed the production of a terpolymer of P(HB-co-HV-co-HHx). IMPORTANCE The use of purple bacteria, which can assimilate volatile fatty acids, for biotechnological applications has increased, since they reduce the production costs of added-value compounds such as PHA. P(HB-co-HHx) and P(HB-co-HV-co-HHx) have demonstrated interesting properties, notably for biomedical applications. In a nutrient-lacking environment, R. rubrum is known to synthesize such polymers when hexanoate is used as the carbon source. However, their production in R. rubrum in non-nutrient-lacking growth conditions has not been described so far, and the assimilation of hexanoate is poorly documented. As the carbon source and its assimilation directly impact the polymer composition, we studied under non-nutrient-lacking growth conditions the assimilation pathway of hexanoate and PHA production in R. rubrum. Proteomic analysis and mutant fitness assays allowed us to explain PHA production and composition. An increase in HHx content of the polymer and production of P(HB-co-HV-co-HHx) was possible using the knowledge gained on metabolism under hexanoate growth conditions.


Assuntos
Poli-Hidroxialcanoatos , Rhodospirillum rubrum , Biotecnologia , Hidroxibutiratos/metabolismo , Poli-Hidroxialcanoatos/metabolismo , Proteômica , Rhodospirillum rubrum/metabolismo
9.
Int J Mol Sci ; 23(20)2022 Oct 14.
Artigo em Inglês | MEDLINE | ID: mdl-36293157

RESUMO

Candida albicans is a typical opportunistic pathogen in humans that causes serious health risks in clinical fungal infections. The construction of mutant libraries has made remarkable developments in the study of C. albicans molecular and cellular biology with the ongoing advancements of gene editing, which include the application of CRISPR-Cas9 and novel high-efficient transposon. Large-scale genetic screens and genome-wide functional analysis accelerated the investigation of new genetic regulatory mechanisms associated with the pathogenicity and resistance to environmental stress in C. albicans. More importantly, sensitivity screening based on C. albicans mutant libraries is critical for the target identification of novel antifungal compounds, which leads to the discovery of Sec7p, Tfp1p, Gwt1p, Gln4p, and Erg11p. This review summarizes the main types of C. albicans mutant libraries and interprets their applications in morphogenesis, biofilm formation, fungus-host interactions, antifungal drug resistance, and target identification.


Assuntos
Antifúngicos , Candida albicans , Humanos , Antifúngicos/farmacologia , Farmacorresistência Fúngica/genética , Virulência , Genômica
10.
Plant J ; 103(2): 858-868, 2020 07.
Artigo em Inglês | MEDLINE | ID: mdl-32239588

RESUMO

As the gene pool is exposed to both strain on land resources and a lack of diversity in elite allotetraploid cotton, the acquisition and identification of novel alleles has taken on epic importance in facilitating cotton genetic improvement and functional genomics research. Ethyl methanesulfonate (EMS) is an excellent mutagen that induces genome-wide efficient mutations to activate the mutagenic potential of plants with many advantages. The present study established, determined and verified the experimental procedure suitable for EMS-based mutant library construction as the general reference guide in allotetraploid upland cotton. This optimized method and procedure are efficient, and abundant EMS mutant libraries (approximately 12 000) in allotetraploid cotton were successfully obtained. More than 20 mutant phenotypes were observed and screened, including phenotypes of the leaf, flower, fruit, fiber and plant architecture. Through the plants mutant library, high-throughput and high-resolution melting technology-based variation evaluation detected the EMS-induced site mutation. Additionally, based on overall genome-wide mutation analyses by re-sequencing and mutant library assessment, the examination results demonstrated the ideal quality of the cotton EMS-treated mutant library constructed in this study with appropriate high mutation density and saturated genome. What is more, the collection is composed of a broad repertoire of mutants, which is the valuable resource for basic genetic research and functional genomics underlying complex allotetraploid traits, as well as cotton breeding.


Assuntos
Metanossulfonato de Etila/metabolismo , Genoma de Planta/genética , Gossypium/genética , Mutagênicos/metabolismo , Mutação/genética , Tetraploidia , Metanossulfonato de Etila/farmacologia , Fertilidade/genética , Biblioteca Gênica , Estudos de Associação Genética , Estudo de Associação Genômica Ampla , Células Germinativas Vegetais , Germinação/genética , Gossypium/anatomia & histologia , Mutagênicos/farmacologia , Polimorfismo de Nucleotídeo Único/genética , Característica Quantitativa Herdável
11.
FASEB J ; 34(2): 1983-1995, 2020 02.
Artigo em Inglês | MEDLINE | ID: mdl-31907985

RESUMO

Covariant residues identified by computational algorithms have provided new insights into enzyme evolutionary routes. However, the reliability and accuracy of routine statistical coupling analysis (SCA) are unable to satisfy the needs of protein engineering because SCA depends only on sequence information. Here, we set up a new SCA algorithm, SCA.SIM, by integrating structure information and MD simulation data. The more reliable covariant residues with high-quality scores are obtained from sequence alignment weighted by residual movement for eight related subfamilies, belonging to α/ß hydrolase family, with Candida antarctica lipase B (CALB). The 38 predicted covariant residues are tested for function by high-throughput quantitative evaluation in combination with activity and thermostability assays of a mutant library and deep sequencing. Based on the landscapes of both activity and thermostability, most mutants play key roles in catalysis, and some mutants gain 2.4- to 6-fold increase in half-life at 50°C and 9- to 12-fold improvement in catalytic efficiency. The activity of double mutants for A225F/T103A is higher than those of A225F and T103A which means that SCA.SIM method might be useful for identifying the allosteric coupling. The SCA.SIM algorithm can be used for protein coevolution and enzyme engineering research.


Assuntos
Algoritmos , Candida albicans/enzimologia , Proteínas Fúngicas/química , Lipase/química , Simulação de Dinâmica Molecular , Dobramento de Proteína , Candida albicans/genética , Catálise , Estabilidade Enzimática , Proteínas Fúngicas/genética , Temperatura Alta , Lipase/genética , Domínios Proteicos
12.
J Biomed Sci ; 28(1): 60, 2021 Aug 27.
Artigo em Inglês | MEDLINE | ID: mdl-34452635

RESUMO

BACKGROUND: Streptococcus pneumoniae is a common cause of post-influenza secondary bacterial infection, which results in excessive morbidity and mortality. Although 13-valent pneumococcal conjugate vaccine (PCV13) vaccination programs have decreased the incidence of pneumococcal pneumonia, PCV13 failed to prevent serotype 3 pneumococcal disease as effectively as other vaccine serotypes. We aimed to investigate the mechanisms underlying the co-pathogenesis of influenza virus and serotype 3 pneumococci. METHODS: We carried out a genome-wide screening of a serotype 3 S. pneumoniae transposon insertion mutant library in a mouse model of coinfection with influenza A virus (IAV) to identify the bacterial factors required for this synergism. RESULTS: Direct, high-throughput sequencing of transposon insertion sites identified 24 genes required for both coinfection and bacterial infection alone. Targeted deletion of the putative aminotransferase (PA) gene decreased bacterial growth, which was restored by supplementation with methionine. The bacterial burden in a coinfection with the PA gene deletion mutant and IAV in the lung was lower than that in a coinfection with wild-type pneumococcus and IAV, but was significantly higher than that in an infection with the PA gene deletion mutant alone. These data suggest that IAV infection alters host metabolism to benefit pneumococcal fitness and confer higher susceptibility to pneumococcal infection. We further demonstrated that bacterial growth was increased by supplementation with methionine or IAV-infected mouse lung homogenates. CONCLUSIONS: The data indicates that modulation of host metabolism during IAV infection may serve as a potential therapeutic intervention against secondary bacterial infections caused by serotype 3 pneumococci during IAV outbreaks in the future.


Assuntos
Coinfecção , Vírus da Influenza A/genética , Infecções por Orthomyxoviridae/virologia , Infecções Pneumocócicas/microbiologia , Streptococcus pneumoniae/genética , Transcriptoma , Animais , Coinfecção/microbiologia , Coinfecção/virologia , Feminino , Genoma Bacteriano , Camundongos , Camundongos Endogâmicos BALB C
13.
Biotechnol Appl Biochem ; 68(6): 1372-1385, 2021 Dec.
Artigo em Inglês | MEDLINE | ID: mdl-33169873

RESUMO

In this study, an anticalin that could specifically bind paraquat (PQ), a quaternary nitrogen herbicide, as a new set of engineered receptor protein with antibody-like properties was generated to detect PQ concentration. To this end, a native and random library was constructed and engineered to allow in vitro transcription and translation using an Escherichia coli lysate system. Meanwhile, a PQ derivative that carries an active aliphatic carboxylate group at the end of an aliphatic spacer arm was synthesized. Then, this compound was coupled covalently to the carrier protein bovine serum albumin/ovalbumin and amino-functionalized paramagnetic beads. Alternating selection in solution and immobilization in microtiter wells were used to pan mRNA-ribosome-antibody complexes. After several rounds of ribosome display, three variants were selected from a random library of the bilin-binding protein. The variants that could bind complex PQ with high affinity and exhibit IC50 values as low as 14.039 ± 0.970 ng/mL were identified. Moreover, the limits of detection reached 0.083 ± 0.011 ng/mL. Our data suggest that the generation of anticalins may provide a promising alternative to recombinant antibody fragments to create a stable receptor protein against hapten with bioanalytical relevance.


Assuntos
Lipocalinas/química , Ovalbumina/química , Paraquat/química , Ribossomos/química , Soroalbumina Bovina/química , Animais , Bovinos , Fenômenos Magnéticos , Estrutura Molecular , Biblioteca de Peptídeos
14.
Int J Mol Sci ; 22(11)2021 May 28.
Artigo em Inglês | MEDLINE | ID: mdl-34071169

RESUMO

Polygodial is a "hot" peppery-tasting sesquiterpenoid that was first described for its anti-feedant activity against African armyworms. Using the haploid deletion mutant library of Saccharomyces cerevisiae, a genome-wide mutant screen was performed to shed more light on polygodial's antifungal mechanism of action. We identified 66 deletion strains that were hypersensitive and 47 that were highly resistant to polygodial treatment. Among the hypersensitive strains, an enrichment was found for genes required for vacuolar acidification, amino acid biosynthesis, nucleosome mobilization, the transcription mediator complex, autophagy and vesicular trafficking, while the resistant strains were enriched for genes encoding cytoskeleton-binding proteins, ribosomal proteins, mitochondrial matrix proteins, components of the heme activator protein (HAP) complex, and known regulators of the target of rapamycin complex 1 (TORC1) signaling. WE confirm that polygodial triggers a dose-dependent vacuolar alkalinization and that it increases Ca2+ influx and inhibits glucose-induced Ca2+ signaling. Moreover, we provide evidence suggesting that TORC1 signaling and its protective agent ubiquitin play a central role in polygodial resistance, suggesting that they can be targeted by polygodial either directly or via altered Ca2+ homeostasis.


Assuntos
Antifúngicos/farmacologia , Saccharomyces cerevisiae/efeitos dos fármacos , Saccharomyces cerevisiae/metabolismo , Antifúngicos/química , Cálcio , Farmacorresistência Fúngica/genética , Homeostase/efeitos dos fármacos , Concentração de Íons de Hidrogênio , Alvo Mecanístico do Complexo 1 de Rapamicina/genética , Alvo Mecanístico do Complexo 1 de Rapamicina/metabolismo , Testes de Sensibilidade Microbiana , Mitocôndrias/metabolismo , Proteínas Mitocondriais/genética , Nucleossomos , Saccharomyces cerevisiae/genética , Proteínas de Saccharomyces cerevisiae/genética , Proteínas de Saccharomyces cerevisiae/metabolismo , Sesquiterpenos/química , Sesquiterpenos/farmacologia , Transdução de Sinais , ATPases Vacuolares Próton-Translocadoras
15.
Plant Cell Physiol ; 60(5): 1082-1097, 2019 May 01.
Artigo em Inglês | MEDLINE | ID: mdl-30753604

RESUMO

Triterpenes (C30) constitute one of the diverse class of natural products with potential applications in food, cosmetic and pharmaceutical industries. Soyasaponins are oleanane-type triterpenoids widespread among legumes and particularly abundant in soybean seeds. They have associated with various pharmacological implications and undesirable taste properties of soybean-based food products. Uncovering the biosynthetic genes of soyasaponins will provide new opportunities to control the pathway for human benefits. However, the pathway of soyasaponin biosynthesis has not been fully elucidated in part because of a paucity of natural mutants. Here, we applied a structured high-density soybean mutant library for the forward genetic screening of triterpenoid biosynthesis. The seed soyasaponin polymorphism in the mutant library was evaluated using a high-throughput thin-layer chromatography and liquid chromatography tandem mass spectrometry analysis. This screening identified 35 mutants (3.85% of 909 mutant lines) with seven unusual soyasaponin phenotypes (Categories 1-7), which was greater than the number of natural mutants reported previously (22 mutants, 0.18% of ∼12,428 accessions). Nine unique intermediates of soyasaponin biosynthesis were identified and their chemical structures were estimated based on their MS/MS fragment patterns. Based on published information, 19 mutants could be associated with loss of function of four individual soyasaponin biosynthesis genes identified through expressed sequence tag mining or positional cloning, whereas the remaining 16 mutants were novel and may facilitate discovery of the unknown biosynthetic genes of soyasaponins. Our approach and library may help to identify new phenotype materials and causative genes associated with specialized metabolite production and other traits.


Assuntos
Glycine max/genética , Triterpenos/metabolismo , Mutação/genética , Saponinas/metabolismo , Espectrometria de Massas em Tandem
17.
Biotechnol Bioeng ; 116(2): 250-259, 2019 02.
Artigo em Inglês | MEDLINE | ID: mdl-30414290

RESUMO

A key point of protein stability engineering is to identify specific target residues whose mutations can stabilize the protein structure without negatively affecting the function or activity of the protein. Here, we propose a method called RiSLnet (Rapid identification of Smart mutant Library using residue network) to identify such residues by combining network analysis for protein residue interactions, identification of conserved residues, and evaluation of relative solvent accessibility. To validate its performance, the method was applied to four proteins, that is, T4 lysozyme, ribonuclease H, barnase, and cold shock protein B. Our method predicted beneficial mutations in thermal stability with ~62% average accuracy when the thermal stability of the mutants was compared with the ones in the Protherm database. It was further applied to lysine decarboxylase (CadA) to experimentally confirm its accuracy and effectiveness. RiSLnet identified mutations increasing the thermal stability of CadA with the accuracy of ~60% and significantly reduced the number of candidate residues (~99%) for mutation. Finally, combinatorial mutations designed by RiSLnet and in silico saturation mutagenesis yielded a thermally stable triple mutant with the half-life (T 1/2 ) of 114.9 min at 58°C, which is approximately twofold higher than that of the wild-type.


Assuntos
Biologia Computacional/métodos , Testes Genéticos/métodos , Temperatura Alta , Proteínas Mutantes/química , Estabilidade Proteica , Proteínas Mutantes/genética , Fatores de Tempo
18.
BMC Genomics ; 18(1): 893, 2017 Nov 21.
Artigo em Inglês | MEDLINE | ID: mdl-29162049

RESUMO

BACKGROUND: The Gram-positive bacterium Enterococcus faecium is a commensal of the human gastrointestinal tract and a frequent cause of bloodstream infections in hospitalized patients. The mechanisms by which E. faecium can survive and grow in blood during an infection have not yet been characterized. Here, we identify genes that contribute to growth of E. faecium in human serum through transcriptome profiling (RNA-seq) and a high-throughput transposon mutant library sequencing approach (Tn-seq). RESULTS: We first sequenced the genome of E. faecium E745, a vancomycin-resistant clinical isolate, using a combination of short- and long read sequencing, revealing a 2,765,010 nt chromosome and 6 plasmids, with sizes ranging between 9.3 kbp and 223.7 kbp. We then compared the transcriptome of E. faecium E745 during exponential growth in rich medium and in human serum by RNA-seq. This analysis revealed that 27.8% of genes on the E. faecium E745 genome were differentially expressed in these two conditions. A gene cluster with a role in purine biosynthesis was among the most upregulated genes in E. faecium E745 upon growth in serum. The E. faecium E745 transposon mutant library was then used to identify genes that were specifically required for growth of E. faecium in serum. Genes involved in de novo nucleotide biosynthesis (including pyrK_2, pyrF, purD, purH) and a gene encoding a phosphotransferase system subunit (manY_2) were thus identified to be contributing to E. faecium growth in human serum. Transposon mutants in pyrK_2, pyrF, purD, purH and manY_2 were isolated from the library and their impaired growth in human serum was confirmed. In addition, the pyrK_2 and manY_2 mutants were tested for their virulence in an intravenous zebrafish infection model and exhibited significantly attenuated virulence compared to E. faecium E745. CONCLUSIONS: Genes involved in carbohydrate metabolism and nucleotide biosynthesis of E. faecium are essential for growth in human serum and contribute to the pathogenesis of this organism. These genes may serve as targets for the development of novel anti-infectives for the treatment of E. faecium bloodstream infections.


Assuntos
Enterococcus faecium/genética , Aptidão Genética , Enterococos Resistentes à Vancomicina/genética , Animais , Sangue , Enterococcus faecium/crescimento & desenvolvimento , Perfilação da Expressão Gênica , Genoma Bacteriano , Infecções por Bactérias Gram-Positivas/genética , Sequenciamento de Nucleotídeos em Larga Escala , Humanos , Análise de Sequência de RNA , Enterococos Resistentes à Vancomicina/crescimento & desenvolvimento , Peixe-Zebra
19.
Biologicals ; 44(4): 271-275, 2016 Jul.
Artigo em Inglês | MEDLINE | ID: mdl-27255707

RESUMO

A CDR3 mutant library was constructed from a previously isolated anti-HBV neutralizing Homo sapiens scFv-31 template by random mutant primers PCR. Then the library was displayed on the inner membrane surface in Escherichia coli periplasmic space. Seven scFv clones were isolated from the mutant library through three rounds of screening by flow cytometry. Competition ELISA assay indicates that isolated scFv fragments show more efficient binding ability to HBV PreS1 compared with parental scFv-31. HBV neutralization assay indicated that two clones (scFv-3 and 59) show higher neutralizing activity by blocking the HBV infection to Chang liver cells. Our method provides a new strategy for rapid screening of mutant antibody library for affinity-enhanced scFv clones and the neutralizing scFvs obtained from this study provide a potential alternative of Hepatitis B immune globulin.


Assuntos
Anticorpos Neutralizantes/imunologia , Anticorpos Anti-Hepatite B/imunologia , Antígenos de Superfície da Hepatite B/imunologia , Precursores de Proteínas/imunologia , Anticorpos de Cadeia Única/imunologia , Sequência de Aminoácidos , Anticorpos Neutralizantes/genética , Afinidade de Anticorpos/imunologia , Especificidade de Anticorpos/imunologia , Linhagem Celular Tumoral , Regiões Determinantes de Complementaridade/genética , Regiões Determinantes de Complementaridade/imunologia , Eletroforese em Gel de Poliacrilamida , Ensaio de Imunoadsorção Enzimática , Citometria de Fluxo , Células Hep G2 , Anticorpos Anti-Hepatite B/genética , Antígenos de Superfície da Hepatite B/genética , Humanos , Cadeias Pesadas de Imunoglobulinas/genética , Cadeias Pesadas de Imunoglobulinas/imunologia , Cadeias Leves de Imunoglobulina/genética , Cadeias Leves de Imunoglobulina/imunologia , Região Variável de Imunoglobulina/genética , Região Variável de Imunoglobulina/imunologia , Mutação , Biblioteca de Peptídeos , Precursores de Proteínas/genética , Anticorpos de Cadeia Única/genética
20.
Biotechnol Bioeng ; 112(7): 1319-26, 2015 Jul.
Artigo em Inglês | MEDLINE | ID: mdl-25664685

RESUMO

Nanoparticles made from recombinant proteins offer excellent potential for several nanotechnological applications. However, only a very limited number of proteins are currently being used for such purposes due to limited availability and stability. Therefore, we have investigated the enamel matrix protein amelogenin as a new alternative protein for use as recombinant nanoparticles. Amelogenin is a robust protein that has the ability to self-assemble into nanosized particles termed nanospheres. This self-assembly property of amelogenin is highly pH-dependent, and modifications of the solubility behavior for amelogenin can be particularly important for some applications such as drug delivery, where responsiveness at a specific pH is an essential property. In this study, an amelogenin mutant library was created and used to screen amelogenin variants with modified solubility/aggregation profiles in response to externally applied pH changes. Fifty amelogenin mutants were identified and produced recombinantly, purified and characterized. Several mutants with distinct solubility profiles were obtained that could form uniform nanospheres, ranging from 30 to 60 nm in hydrodynamic diameter. The mutants displayed a shifted onset of pH-dependent aggregation compared to wild-type amelogenin. At physiological pH, some mutants formed soluble nanospheres, while others generated nanosphere aggregates, suggesting different practical uses for the different mutants. By mixing and co-assembling mutant and wild-type amelogenin at different ratios, the level of nanosphere aggregation could be tuned at a given pH. By exploring combinations of different amelogenin variants it is possible to control aggregation events in nanomedical applications where a specific pH response is required.


Assuntos
Amelogenina/metabolismo , Proteínas Mutantes/metabolismo , Nanosferas , Engenharia de Proteínas/métodos , Multimerização Proteica , Amelogenina/genética , Concentração de Íons de Hidrogênio , Mutagênese , Proteínas Mutantes/genética , Agregados Proteicos , Proteínas Recombinantes/genética , Proteínas Recombinantes/metabolismo
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