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1.
New Phytol ; 237(2): 548-562, 2023 01.
Artigo em Inglês | MEDLINE | ID: mdl-35946378

RESUMO

Hypersensitive response (HR)-conferred resistance is associated with induction of programmed cell death and pathogen spread restriction in its proximity. The exact role of chloroplastic reactive oxygen species and its link with salicylic acid (SA) signaling in HR remain unexplained. To unravel this, we performed a detailed spatiotemporal analysis of chloroplast redox response in palisade mesophyll and upper epidermis to potato virus Y (PVY) infection in a resistant potato genotype and its transgenic counterpart with impaired SA accumulation and compromised resistance. Besides the cells close to the cell death zone, we detected individual cells with oxidized chloroplasts further from the cell death zone. These are rare in SA-deficient plants, suggesting their role in signaling for resistance. We confirmed that chloroplast redox changes play important roles in signaling for resistance, as blocking chloroplast redox changes affected spatial responses at the transcriptional level. Through spatiotemporal study of stromule induction after PVY infection, we show that stromules are induced by cell death and also as a response to PVY multiplication at the front of infection. Overall induction of stromules is attenuated in SA-deficient plants.


Assuntos
Potyvirus , Solanum tuberosum , Cloroplastos/metabolismo , Oxirredução , Comunicação Celular , Transdução de Sinais , Apoptose , Potyvirus/fisiologia , Solanum tuberosum/genética , Doenças das Plantas/genética
2.
Plant Biotechnol J ; 20(1): 25-36, 2022 01.
Artigo em Inglês | MEDLINE | ID: mdl-34416790

RESUMO

Arthropod crop pests are responsible for 20% of global annual crop losses, a figure predicted to increase in a changing climate where the ranges of numerous species are projected to expand. At the same time, many insect species are beneficial, acting as pollinators and predators of pest species. For thousands of years, humans have used increasingly sophisticated chemical formulations to control insect pests but, as the scale of agriculture expanded to meet the needs of the global population, concerns about the negative impacts of agricultural practices on biodiversity have grown. While biological solutions, such as biological control agents and pheromones, have previously had relatively minor roles in pest management, biotechnology has opened the door to numerous new approaches for controlling insect pests. In this review, we look at how advances in synthetic biology and biotechnology are providing new options for pest control. We discuss emerging technologies for engineering resistant crops and insect populations and examine advances in biomanufacturing that are enabling the production of new products for pest control.


Assuntos
Controle Biológico de Vetores , Biologia Sintética , Agricultura , Animais , Produtos Agrícolas/genética , Controle de Insetos , Insetos
3.
Plant J ; 104(3): 645-661, 2020 11.
Artigo em Inglês | MEDLINE | ID: mdl-32772469

RESUMO

Whereas the activation of resistance (R) proteins has been intensively studied, the downstream signaling mechanisms leading to the restriction of the pathogen remain mostly unknown. We studied the immunity network response conditioned by the potato Ny-1 gene against potato virus Y. We analyzed the processes in the cell death zone and surrounding tissue on the biochemical and gene expression levels in order to reveal the spatiotemporal regulation of the immune response. We show that the transcriptional response in the cell death zone and surrounding tissue is dependent on salicylic acid (SA). For some genes the spatiotemporal regulation is completely lost in the SA-deficient line, whereas other genes show a different response, indicating multiple connections between hormonal signaling modules. The induction of NADPH oxidase RBOHD expression occurs specifically on the lesion border during the resistance response. In plants with silenced RBOHD, the functionality of the resistance response is perturbed and the spread of the virus is not arrested at the site of infection. RBOHD is required for the spatial accumulation of SA, and conversely RBOHD is under the transcriptional regulation of SA. Using spatially resolved RNA-seq, we also identified spatial regulation of an UDP-glucosyltransferase, another component in feedback activation of SA biosynthesis, thus deciphering a novel aspect of resistance signaling.


Assuntos
Potyvirus/genética , Solanum tuberosum/metabolismo , Solanum tuberosum/virologia , Regulação da Expressão Gênica de Plantas/genética , Doenças das Plantas/genética , Doenças das Plantas/virologia , Proteínas de Plantas/genética , Proteínas de Plantas/metabolismo , Potyvirus/patogenicidade , Espécies Reativas de Oxigênio/metabolismo , Ácido Salicílico/metabolismo
4.
Biotechnol Bioeng ; 118(4): 1476-1490, 2021 04.
Artigo em Inglês | MEDLINE | ID: mdl-33399226

RESUMO

In this work, the kinetic model based on the previously developed metabolic and glycan reaction networks of the ovarian cells of the Chinese hamster ovary (CHO) cell line was improved by the inclusion of transcriptomic data that took into account the values of the RPKM gene (Reads per Kilobase of Exon per Million Reads Mapped). The transcriptomic (RNASeq) data were obtained together with metabolic and glycan data from the literature, and the concentrations with RPKM values were collected at several points in time from two fed-batch processes. First, the fluxes were determined by regression analysis of the metabolic data, then these fluxes were corrected by using the fold change in gene expression as a measure of enzyme concentrations. Next, the corrected fluxes in the kinetic model were used to calculate the concentration profiles of the metabolites, and literature data were used to evaluate the predicted results of the model. Compared to other studies where the concentration profiles of CHO cell metabolites were described using a kinetic model without consideration of RNA-Seq data to correct the fluxes, this model is unique. The additional integration of transcriptomic data led to better predictions of metabolic concentrations in the fed-batch process, which is a significant improvement of the modelling technique used.


Assuntos
Reatores Biológicos , Modelos Biológicos , RNA-Seq , Animais , Células CHO , Cricetulus , Glicosilação
5.
Microb Cell Fact ; 20(1): 47, 2021 Feb 17.
Artigo em Inglês | MEDLINE | ID: mdl-33596911

RESUMO

BACKGROUND: Natural products are a valuable source of biologically active compounds that have applications in medicine and agriculture. One disadvantage with natural products is the slow, time-consuming strain improvement regimes that are necessary to ensure sufficient quantities of target compounds for commercial production. Although great efforts have been invested in strain selection methods, many of these technologies have not been improved in decades, which might pose a serious threat to the economic and industrial viability of such important bioprocesses. RESULTS: In recent years, introduction of extra copies of an entire biosynthetic pathway that encodes a target product in a single microbial host has become a technically feasible approach. However, this often results in minor to moderate increases in target titers. Strain stability and process reproducibility are the other critical factors in the industrial setting. Industrial Streptomyces rimosus strains for production of oxytetracycline are one of the most economically efficient strains ever developed, and thus these represent a very good industrial case. To evaluate the applicability of amplification of an entire gene cluster in a single host strain, we developed and evaluated various gene tools to introduce multiple copies of the entire oxytetracycline gene cluster into three different Streptomyces rimosus strains: wild-type, and medium and high oxytetracycline-producing strains. We evaluated the production levels of these engineered S. rimosus strains with extra copies of the oxytetracycline gene cluster and their stability, and the oxytetracycline gene cluster expression profiles; we also identified the chromosomal integration sites. CONCLUSIONS: This study shows that stable and reproducible increases in target secondary metabolite titers can be achieved in wild-type and in high oxytetracycline-producing strains, which always reflects the metabolic background of each independent S. rimosus strain. Although this approach is technically very demanding and requires systematic effort, when combined with modern strain selection methods, it might constitute a very valuable approach in industrial process development.


Assuntos
Oxitetraciclina/biossíntese , Streptomyces rimosus/genética , Família Multigênica , Streptomyces rimosus/metabolismo
6.
Plant Physiol ; 178(1): 488-499, 2018 09.
Artigo em Inglês | MEDLINE | ID: mdl-29934298

RESUMO

To develop novel crop breeding strategies, it is crucial to understand the mechanisms underlying the interaction between plants and their pathogens. Network modeling represents a powerful tool that can unravel properties of complex biological systems. In this study, we aimed to use network modeling to better understand immune signaling in potato (Solanum tuberosum). For this, we first built on a reliable Arabidopsis (Arabidopsis thaliana) immune signaling model, extending it with the information from diverse publicly available resources. Next, we translated the resulting prior knowledge network (20,012 nodes and 70,091 connections) to potato and superimposed it with an ensemble network inferred from time-resolved transcriptomics data for potato. We used different network modeling approaches to generate specific hypotheses of potato immune signaling mechanisms. An interesting finding was the identification of a string of molecular events illuminating the ethylene pathway modulation of the salicylic acid pathway through Nonexpressor of PR Genes1 gene expression. Functional validations confirmed this modulation, thus supporting the potential of our integrative network modeling approach for unraveling molecular mechanisms in complex systems. In addition, this approach can ultimately result in improved breeding strategies for potato and other sensitive crops.


Assuntos
Etilenos/metabolismo , Redes Reguladoras de Genes , Modelos Genéticos , Ácido Salicílico/metabolismo , Transdução de Sinais/genética , Solanum tuberosum/genética , Arabidopsis/genética , Arabidopsis/metabolismo , Produtos Agrícolas/genética , Produtos Agrícolas/metabolismo , Perfilação da Expressão Gênica/métodos , Regulação da Expressão Gênica de Plantas , Melhoramento Vegetal/métodos , Imunidade Vegetal/genética , Solanum tuberosum/metabolismo
7.
BMC Bioinformatics ; 18(1): 276, 2017 May 25.
Artigo em Inglês | MEDLINE | ID: mdl-28545393

RESUMO

BACKGROUND: Quantitative molecular biology remains a challenge for researchers due to inconsistent approaches for control of errors in the final results. Due to several factors that can influence the final result, quantitative analysis and interpretation of qPCR data are still not trivial. Together with the development of high-throughput qPCR platforms, there is a need for a tool allowing for robust, reliable and fast nucleic acid quantification. RESULTS: We have developed "quantGenius" ( http://quantgenius.nib.si ), an open-access web application for a reliable qPCR-based quantification of nucleic acids. The quantGenius workflow interactively guides the user through data import, quality control (QC) and calculation steps. The input is machine- and chemistry-independent. Quantification is performed using the standard curve approach, with normalization to one or several reference genes. The special feature of the application is the implementation of user-guided QC-based decision support system, based on qPCR standards, that takes into account pipetting errors, assay amplification efficiencies, limits of detection and quantification of the assays as well as the control of PCR inhibition in individual samples. The intermediate calculations and final results are exportable in a data matrix suitable for further statistical analysis or visualization. We additionally compare the most important features of quantGenius with similar advanced software tools and illustrate the importance of proper QC system in the analysis of qPCR data in two use cases. CONCLUSIONS: To our knowledge, quantGenius is the only qPCR data analysis tool that integrates QC-based decision support and will help scientists to obtain reliable results which are the basis for biologically meaningful data interpretation.


Assuntos
Reação em Cadeia da Polimerase em Tempo Real/métodos , Interface Usuário-Computador , Internet , Limite de Detecção , Ácidos Nucleicos/análise , Ácidos Nucleicos/metabolismo , Ácidos Nucleicos/normas , Controle de Qualidade , Reação em Cadeia da Polimerase em Tempo Real/normas
8.
Microb Cell Fact ; 15: 93, 2016 Jun 03.
Artigo em Inglês | MEDLINE | ID: mdl-27255285

RESUMO

BACKGROUND: Omics approaches have significantly increased our understanding of biological systems. However, they have had limited success in explaining the dramatically increased productivity of commercially important natural products by industrial high-producing strains, such as the erythromycin-producing actinomycete Saccharopolyspora erythraea. Further yield increase is of great importance but requires a better understanding of the underlying physiological processes. RESULTS: To reveal the mechanisms related to erythromycin yield increase, we have undertaken an integrated study of the genomic, transcriptomic, and proteomic differences between the wild type strain NRRL2338 (WT) and the industrial high-producing strain ABE1441 (HP) of S. erythraea at multiple time points of a simulated industrial bioprocess. 165 observed mutations lead to differences in gene expression profiles and protein abundance between the two strains, which were most prominent in the initial stages of erythromycin production. Enzymes involved in erythromycin biosynthesis, metabolism of branched chain amino acids and proteolysis were most strongly upregulated in the HP strain. Interestingly, genes related to TCA cycle and DNA-repair were downregulated. Additionally, comprehensive data analysis uncovered significant correlations in expression profiles of the erythromycin-biosynthetic genes, other biosynthetic gene clusters and previously unidentified putative regulatory genes. Based on this information, we demonstrated that overexpression of several genes involved in amino acid metabolism can contribute to increased yield of erythromycin, confirming the validity of our systems biology approach. CONCLUSIONS: Our comprehensive omics approach, carried out in industrially relevant conditions, enabled the identification of key pathways affecting erythromycin yield and suggests strategies for rapid increase in the production of secondary metabolites in industrial environment.


Assuntos
Antibacterianos/biossíntese , Eritromicina/biossíntese , Saccharopolyspora/metabolismo , Antibacterianos/química , Proteínas de Bactérias/metabolismo , Cromatografia Líquida de Alta Pressão , Eletroforese em Gel de Poliacrilamida , Eritromicina/química , Perfilação da Expressão Gênica , Genes Bacterianos , Genômica , Espectrometria de Massas , Engenharia Metabólica , Proteômica
9.
Nucleic Acids Res ; 42(Database issue): D1167-75, 2014 Jan.
Artigo em Inglês | MEDLINE | ID: mdl-24194592

RESUMO

GoMapMan (http://www.gomapman.org) is an open web-accessible resource for gene functional annotations in the plant sciences. It was developed to facilitate improvement, consolidation and visualization of gene annotations across several plant species. GoMapMan is based on the MapMan ontology, organized in the form of a hierarchical tree of biological concepts, which describe gene functions. Currently, genes of the model species Arabidopsis and three crop species (potato, tomato and rice) are included. The main features of GoMapMan are (i) dynamic and interactive gene product annotation through various curation options; (ii) consolidation of gene annotations for different plant species through the integration of orthologue group information; (iii) traceability of gene ontology changes and annotations; (iv) integration of external knowledge about genes from different public resources; and (v) providing gathered information to high-throughput analysis tools via dynamically generated export files. All of the GoMapMan functionalities are openly available, with the restriction on the curation functions, which require prior registration to ensure traceability of the implemented changes.


Assuntos
Bases de Dados Genéticas , Ontologia Genética , Genes de Plantas , Anotação de Sequência Molecular , Gráficos por Computador , Internet , Proteínas de Plantas/genética , Integração de Sistemas
10.
BMC Biotechnol ; 15: 98, 2015 Oct 23.
Artigo em Inglês | MEDLINE | ID: mdl-26499110

RESUMO

BACKGROUND: Chinese hamster ovary (CHO) cells have become the host of choice for the production of recombinant proteins, due to their capacity for correct protein folding, assembly, and posttranslational modifications. The most widely used system for recombinant proteins is the gene amplification procedure that uses the CHO-Dhfr expression system. However, CHO cells are known to have a very unstable karyotype. This is due to chromosome rearrangements that can arise from translocations and homologous recombination, especially when cells with the CHO-Dhfr expression system are treated with methotrexate hydrate. The present method used in the industry for testing clones for their long-term stability of recombinant protein production is empirical, and it involves their cultivation over extended periods of time prior to the selection of the most suitable clone for further bioprocess development. The aim of the present study was the identification of marker genes that can predict stable expression of recombinant genes in particular clones early in the development stage. RESULTS: The transcriptome profiles of CHO clones with stable and unstable recombinant protein production were investigated over 10-weeks of cultivation, using a DNA microarray. We identified 14 genes that were differentially expressed between the stable and unstable clones already at 2 weeks from the beginning of the cultivation. Their expression was validated by reverse-transcription quantitative real-time PCR (RT-qPCR). Furthermore, the k-nearest neighbour algorithm approach shows that the combination of the gene expression patterns of only five of these 14 genes is sufficient to predict stable recombinant protein production in clones in the early phases of cell-line development. CONCLUSIONS: The exact molecular mechanisms that cause unstable recombinant protein production are not fully understood. However, the expression profiles of some genes in clones with stable and unstable recombinant protein production allow prediction of such instability early in the cell-line development stage. We have thus developed a proof-of-concept for a novel approach to eliminate unstable clones in the CHO-Dhfr expression system, which saves time and labour-intensive work in cell-line development.


Assuntos
Perfilação da Expressão Gênica/métodos , Marcadores Genéticos/genética , Proteínas Recombinantes/genética , Proteínas Recombinantes/metabolismo , Transcriptoma/genética , Animais , Células CHO , Cricetinae , Cricetulus , Análise de Sequência com Séries de Oligonucleotídeos , Reação em Cadeia da Polimerase em Tempo Real
11.
Microb Cell Fact ; 14: 164, 2015 Oct 14.
Artigo em Inglês | MEDLINE | ID: mdl-26466669

RESUMO

BACKGROUND: In microorganisms lacking a functional glyoxylate cycle, acetate can be assimilated by alternative pathways of carbon metabolism such as the ethylmalonyl-CoA (EMC) pathway. Among the enzymes converting CoA-esters of the EMC pathway, there is a unique carboxylase that reductively carboxylates crotonyl-CoA, crotonyl-CoA carboxylase/reductase (Ccr). In addition to the EMC pathway, gene homologues of ccr can be found in secondary metabolite gene clusters that are involved in the provision of structurally diverse extender units used in the biosynthesis of polyketide natural products. The roles of multiple ccr homologues in the same genome and their potential interactions in primary and secondary metabolic pathways are poorly understood. RESULTS: In the genome of S. tsukubaensis we have identified two ccr homologues; ccr1 is located in the putative ethylmalonyl-CoA (emc) operon and allR is located on the left fringe of the FK506 cluster. AllR provides an unusual extender unit allylmalonyl-CoA (ALL) for the biosynthesis of FK506 and potentially also ethylmalonyl-CoA for the related compound FK520. We have demonstrated that in S. tsukubaensis the ccr1 gene does not have a significant role in the biosynthesis of FK506 or FK520 when cultivated on carbohydrate-based media. However, when overexpressed under the control of a strong constitutive promoter, ccr1 can take part in the biosynthesis of ethylmalonyl-CoA and thereby FK520, but not FK506. In contrast, if ccr1 is inactivated, allR is not able to sustain a functional ethylmalonyl-CoA pathway (EMC) and cannot support growth on acetate as the sole carbon source, even when constitutively expressed in the chimeric emc operon. This is somewhat surprising considering that the same chimeric emc operon results in production of FK506 as well as FK520, consistent with the previously proposed relaxed specificity of AllR for C4 and C5 substrates. CONCLUSIONS: Different regulation of the expression of both ccr genes, ccr1 and allR, and their corresponding pathways EMC and ALL, respectively, in combination with the different enzymatic properties of the Ccr1 and AllR enzymes, determine an almost exclusive role of ccr1 in the EMC pathway in S. tsukubaensis, and an exclusive role of allR in the biosynthesis of FK506/FK520, thus separating the functional roles of these two genes between the primary and secondary metabolic pathways.


Assuntos
Acil-CoA Desidrogenases/genética , Proteínas de Bactérias/genética , Imunossupressores/metabolismo , Streptomyces/metabolismo , Tacrolimo/metabolismo , Acetatos/metabolismo , Acil Coenzima A/genética , Acil Coenzima A/metabolismo , Acil-CoA Desidrogenases/metabolismo , Proteínas de Bactérias/metabolismo , Imunossupressores/química , Família Multigênica , Regiões Promotoras Genéticas , Reação em Cadeia da Polimerase em Tempo Real , Streptomyces/química , Streptomyces/genética , Tacrolimo/química , Transcriptoma
12.
Biotechnol Lett ; 37(9): 1737-45, 2015 Sep.
Artigo em Inglês | MEDLINE | ID: mdl-25967036

RESUMO

OBJECTIVES: To identify transcription markers that uniquely determine specific Chinese hamster ovary (CHO) cell lines and can be used for the identification of cell lines in the process of biopharmaceutical cell-line development. RESULTS: Five CHO cell lines with different origins were extensively characterised at the transcriptomic level and the results were compared to their karyotype characterisation. The analysed cell lines differ in their karyotype but, due to the genome instability observed during parental and recombinant cell-line establishment, karyotyping is not the preferred method for accurate identification of the various CHO cell lines. Marker genes unique to a specific cell line were identified by microarrays, and their expression was validated by reverse-transcription quantitative real-time PCR. The analysed cell lines can be differentiated by the presence/absence of detectable marker gene expression. Additionally, the similarity of the transcriptional profiles is dependent on cell-line history but independent of the manipulation steps involved in the recombinant cell-line development process. CONCLUSIONS: Certain transcripts can be used as markers for the identification of a CHO cell line undergoing recombinant development and thus represent a powerful tool for ensuring the maintenance of high quality standards.


Assuntos
Perfilação da Expressão Gênica/métodos , Marcadores Genéticos/genética , Análise de Sequência com Séries de Oligonucleotídeos/métodos , Animais , Células CHO , Cricetinae , Cricetulus , Variação Genética , Cariótipo , RNA Mensageiro/análise
13.
Mol Ecol ; 23(21): 5378-91, 2014 Nov.
Artigo em Inglês | MEDLINE | ID: mdl-25251011

RESUMO

In the field, plants are challenged by more than one biotic stressor at the same time. In this study, the molecular interactions between potato (Solanum tuberosum L.), Colorado potato beetle (Leptinotarsa decemlineata Say; CPB) and Potato virus Y(NTN) (PVY(NTN) ) were investigated through analyses of gene expression in the potato leaves and the gut of the CPB larvae, and of the release of potato volatile compounds. CPB larval growth was enhanced when reared on secondary PVY(NTN) -infected plants, which was linked to decreased accumulation of transcripts associated with the antinutritional properties of potato. In PVY(NTN) -infected plants, ethylene signalling pathway induction and induction of auxin response transcription factors were attenuated, while no differences were observed in jasmonic acid (JA) signalling pathway. Similarly to rearing on virus-infected plants, CPB larvae gained more weight when reared on plants silenced in JA receptor gene (coi1). Although herbivore-induced defence mechanism is regulated predominantly by JA, response in coi1-silenced plants only partially corresponded to the one observed in PVY(NTN) -infected plants, confirming the role of other plant hormones in modulating this response. The release of ß-barbatene and benzyl alcohol was different in healthy and PVY(NTN) -infected plants before CPB larvae infestation, implicating the importance of PVY(NTN) infection in plant communication with its environment. This was reflected in gene expression profiles of neighbouring plants showing different degree of defence response. This study thus contributes to our understanding of plant responses in agro-ecosystems.


Assuntos
Besouros/crescimento & desenvolvimento , Herbivoria , Potyvirus , Solanum tuberosum/genética , Solanum tuberosum/virologia , Animais , Ciclopentanos/metabolismo , Etilenos/metabolismo , Interações Hospedeiro-Patógeno , Ácidos Indolacéticos/metabolismo , Larva/crescimento & desenvolvimento , Dados de Sequência Molecular , Oxilipinas/metabolismo , Doenças das Plantas/genética , Reguladores de Crescimento de Plantas/metabolismo , Transdução de Sinais , Transcriptoma , Compostos Orgânicos Voláteis/isolamento & purificação
14.
mSystems ; 9(5): e0025024, 2024 May 16.
Artigo em Inglês | MEDLINE | ID: mdl-38564716

RESUMO

Most biosynthetic gene clusters (BGC) encoding the synthesis of important microbial secondary metabolites, such as antibiotics, are either silent or poorly expressed; therefore, to ensure a strong pipeline of novel antibiotics, there is a need to develop rapid and efficient strain development approaches. This study uses comparative genome analysis to instruct rational strain improvement, using Streptomyces rimosus, the producer of the important antibiotic oxytetracycline (OTC) as a model system. Sequencing of the genomes of two industrial strains M4018 and R6-500, developed independently from a common ancestor, identified large DNA rearrangements located at the chromosome end. We evaluated the effect of these genome deletions on the parental S. rimosus Type Strain (ATCC 10970) genome where introduction of a 145 kb deletion close to the OTC BGC in the Type Strain resulted in massive OTC overproduction, achieving titers that were equivalent to M4018 and R6-500. Transcriptome data supported the hypothesis that the reason for such an increase in OTC biosynthesis was due to enhanced transcription of the OTC BGC and not due to enhanced substrate supply. We also observed changes in the expression of other cryptic BGCs; some metabolites, undetectable in ATCC 10970, were now produced at high titers. This study demonstrated for the first time that the main force behind BGC overexpression is genome rearrangement. This new approach demonstrates great potential to activate cryptic gene clusters of yet unexplored natural products of medical and industrial value.IMPORTANCEThere is a critical need to develop novel antibiotics to combat antimicrobial resistance. Streptomyces species are very rich source of antibiotics, typically encoding 20-60 biosynthetic gene clusters (BGCs). However, under laboratory conditions, most are either silent or poorly expressed so that their products are only detectable at nanogram quantities, which hampers drug development efforts. To address this subject, we used comparative genome analysis of industrial Streptomyces rimosus strains producing high titers of a broad spectrum antibiotic oxytetracycline (OTC), developed during decades of industrial strain improvement. Interestingly, large-scale chromosomal deletions were observed. Based on this information, we carried out targeted genome deletions in the native strain S. rimosus ATCC 10970, and we show that a targeted deletion in the vicinity of the OTC BGC significantly induced expression of the OTC BGC, as well as some other silent BGCs, thus suggesting that this approach may be a useful way to identify new natural products.


Assuntos
Antibacterianos , Genoma Bacteriano , Família Multigênica , Oxitetraciclina , Streptomyces rimosus , Oxitetraciclina/biossíntese , Streptomyces rimosus/genética , Streptomyces rimosus/metabolismo , Antibacterianos/biossíntese , Família Multigênica/genética , Streptomyces/genética , Streptomyces/metabolismo , Streptomyces/efeitos dos fármacos
15.
Plant Commun ; 5(6): 100920, 2024 Jun 10.
Artigo em Inglês | MEDLINE | ID: mdl-38616489

RESUMO

Stress Knowledge Map (SKM; https://skm.nib.si) is a publicly available resource containing two complementary knowledge graphs that describe the current knowledge of biochemical, signaling, and regulatory molecular interactions in plants: a highly curated model of plant stress signaling (PSS; 543 reactions) and a large comprehensive knowledge network (488 390 interactions). Both were constructed by domain experts through systematic curation of diverse literature and database resources. SKM provides a single entry point for investigations of plant stress response and related growth trade-offs, as well as interactive explorations of current knowledge. PSS is also formulated as a qualitative and quantitative model for systems biology and thus represents a starting point for a plant digital twin. Here, we describe the features of SKM and show, through two case studies, how it can be used for complex analyses, including systematic hypothesis generation and design of validation experiments, or to gain new insights into experimental observations in plant biology.


Assuntos
Plantas , Estresse Fisiológico , Biologia de Sistemas , Plantas/genética , Plantas/metabolismo , Fenômenos Fisiológicos Vegetais/genética , Transdução de Sinais/genética , Bases de Dados Factuais
16.
iScience ; 27(4): 109441, 2024 Apr 19.
Artigo em Inglês | MEDLINE | ID: mdl-38523795

RESUMO

Insect physiology and reproduction depend on several terpenoid compounds, whose biosynthesis is mainly unknown. One enigmatic group of insect monoterpenoids are mealybug sex pheromones, presumably resulting from the irregular coupling activity of unidentified isoprenyl diphosphate synthases (IDSs). Here, we performed a comprehensive search for IDS coding sequences of the pest mealybug Planococcus citri. We queried the available genomic and newly generated short- and long-read P. citri transcriptomic data and identified 18 putative IDS genes, whose phylogenetic analysis indicates several gene family expansion events. In vitro testing confirmed regular short-chain coupling activity with five gene products. With the candidate with highest IDS activity, we also detected low amounts of irregular coupling products, and determined amino acid residues important for chain-length preference and irregular coupling activity. This work therefore provides an important foundation for deciphering terpenoid biosynthesis in mealybugs, including the sex pheromone biosynthesis in P. citri.

17.
Microb Cell Fact ; 12: 126, 2013 Dec 17.
Artigo em Inglês | MEDLINE | ID: mdl-24341557

RESUMO

BACKGROUND: Erythromycin is a medically important antibiotic, biosynthesized by the actinomycete Saccharopolyspora erythraea. Genes encoding erythromycin biosynthesis are organized in a gene cluster, spanning over 60 kbp of DNA. Most often, gene clusters encoding biosynthesis of secondary metabolites contain regulatory genes. In contrast, the erythromycin gene cluster does not contain regulatory genes and regulation of its biosynthesis has therefore remained poorly understood, which has for a long time limited genetic engineering approaches for erythromycin yield improvement. RESULTS: We used a comparative proteomic approach to screen for potential regulatory proteins involved in erythromycin biosynthesis. We have identified a putative regulatory protein SACE_5599 which shows significantly higher levels of expression in an erythromycin high-producing strain, compared to the wild type S. erythraea strain. SACE_5599 is a member of an uncharacterized family of putative regulatory genes, located in several actinomycete biosynthetic gene clusters. Importantly, increased expression of SACE_5599 was observed in the complex fermentation medium and at controlled bioprocess conditions, simulating a high-yield industrial fermentation process in the bioreactor. Inactivation of SACE_5599 in the high-producing strain significantly reduced erythromycin yield, in addition to drastically decreasing sporulation intensity of the SACE_5599-inactivated strains when cultivated on ABSM4 agar medium. In contrast, constitutive overexpression of SACE_5599 in the wild type NRRL23338 strain resulted in an increase of erythromycin yield by 32%. Similar yield increase was also observed when we overexpressed the bldD gene, a previously identified regulator of erythromycin biosynthesis, thereby for the first time revealing its potential for improving erythromycin biosynthesis. CONCLUSIONS: SACE_5599 is the second putative regulatory gene to be identified in S. erythraea which has positive influence on erythromycin yield. Like bldD, SACE_5599 is involved in morphological development of S. erythraea, suggesting a very close relationship between secondary metabolite biosynthesis and morphological differentiation in this organism. While the mode of action of SACE_5599 remains to be elucidated, the manipulation of this gene clearly shows potential for improvement of erythromycin production in S. erythraea in industrial setting. We have also demonstrated the applicability of the comparative proteomics approach for identifying new regulatory elements involved in biosynthesis of secondary metabolites in industrial conditions.


Assuntos
Proteínas de Bactérias/metabolismo , Eritromicina/metabolismo , Saccharopolyspora/metabolismo , Proteínas de Bactérias/genética , Eritromicina/biossíntese , Engenharia Genética , Saccharopolyspora/genética , Saccharopolyspora/crescimento & desenvolvimento
18.
Environ Int ; 182: 108285, 2023 Dec.
Artigo em Inglês | MEDLINE | ID: mdl-37972530

RESUMO

Water scarcity, one of the most pressing challenges we face today, has developed for many reasons, including the increasing number of waterborne pollutants that affect the safety of the water environment. Waterborne human, animal and plant viruses represent huge health, environmental, and financial burden and thus it is important to efficiently inactivate them. Therefore, the main objective of this study was to construct a unique device combining plasma with supercavitation and to evaluate its efficiency for water decontamination with the emphasis on inactivation of viruses. High inactivation (>5 log10 PFU/mL) of bacteriophage MS2, a human enteric virus surrogate, was achieved after treatment of 0.43 L of recirculating water for up to 4 min. The key factors in the inactivation were short-lived reactive plasma species that damaged viral RNA. Water treated with plasma for a short time required for successful virus inactivation did not cause cytotoxic effects in the in vitro HepG2 cell model system or adverse effects on potato plant physiology. Therefore, the combined plasma-supercavitation device represents an environmentally-friendly technology that could provide contamination-free and safe water.


Assuntos
Gases em Plasma , Vírus , Animais , Humanos , Água , Gases em Plasma/farmacologia , Inativação de Vírus
19.
Acta Chim Slov ; 59(1): 59-69, 2012 Mar.
Artigo em Inglês | MEDLINE | ID: mdl-24061173

RESUMO

Recent studies have revealed that at lower cultivation temperatures (25 °C) much higher percentage of correctly folded recombinant hG-CSF protein can be extracted from inclusion bodies. Hence, the goal of our research was to investigate mechanisms determining characteristics of non-classical inclusion bodies production using gene expression profiling, focusing on proteases and chaperones gene expression. Statistical analysis of microarray data showed prominent changes in energy metabolism, in metabolism of amino acids and nucleotides, as well as in biosynthesis of cofactors and secondary metabolites if the culture was grown below its optimal temperature. Moreover, 24 differentially expressed up to now known genes classified among proteases, chaperones and other heat or stress related genes. Among chaperones UspE and among proteases YaeL and YeaZ might play an important role in accumulation of correctly folded recombinant proteins. Membrane localized protease yaeL gene was found to have higher activity at 25 °C and is thus potentially functionally related to the more efficient recombinant protein production at lower temperatures. The results of this study represent advance in the understanding of recombinant protein production in E. coli. Genes potentially influencing production of recombinant protein at lower growth temperature represent basis for further research towards improvement of E. coli production strains as well as fermentation process.

20.
Methods Mol Biol ; 2447: 261-270, 2022.
Artigo em Inglês | MEDLINE | ID: mdl-35583788

RESUMO

The role of programmed cell death (PCD) in hypersensitive response (HR)-conferred resistance depends on the type of host-pathogen interaction and therefore has to be studied for each individual pathosystem. Here we present and explain the protocol for studying the role of PCD in HR-conferred resistance in potato plants in the interaction with the viral pathogen. As an experimental system, we use genotype Rywal, where the virus spread is restricted and HR PCD develops 3 days post potato virus Y (PVY) inoculation. As a control of virus multiplication and spread, we include its transgenic counterpart impaired in salicylic acid (SA) accumulation (NahG-Rywal), in which the HR-PCD occurs but the spread of the virus is not restricted. To follow the occurrence of virus-infected cells and/or virus multiplication outside the cell death zone, we use GFP-tagged PVY (PVY-N605(123)-GFP) which can be monitored by confocal microscopy. Any other plant-pathogen system which results in PCD development could be studied using a modified version of this protocol.


Assuntos
Potyvirus , Solanum tuberosum , Morte Celular , Vírus de DNA , Microscopia Confocal , Doenças das Plantas/genética , Potyvirus/genética , Potyvirus/metabolismo , Ácido Salicílico/metabolismo , Solanum tuberosum/genética
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