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1.
Int J Mol Sci ; 24(13)2023 Jul 07.
Artigo em Inglês | MEDLINE | ID: mdl-37446368

RESUMO

Melon is a recalcitrant plant for stable genetic transformation. Various protocols have been tried to improve melon transformation efficiency; however, it remains significantly low compared to other plants such as tomato. In this study, the primary focus was on the optimization of key parameters during the inoculation and co-culture steps of the genetic transformation protocol. Our results showed that immersing the explants in the inoculation medium for 20 min significantly enhanced transformation efficiency. During the co-culture step, the use of filer paper, 10 mM 2-(N-morpholino)-ethanesulfonic acid (MES), and a temperature of 24 °C significantly enhanced the melon transformation efficiency. Furthermore, the impact of different ethylene inhibitors and absorbers on the transformation efficiency of various melon varieties was explored. Our findings revealed that the use of these compounds led to a significant improvement in the transformation efficiency of the tested melon varieties. Subsequently, using our improved protocol and reporter-gene construct, diploid transgenic melons successfully generated. The efficiency of plant genetic transformation ranged from 3.73 to 4.83%. Expanding the scope of our investigation, the optimized protocol was applied to generate stable gene-edited melon lines using the Clustered regularly interspaced short palindromic repeats/CRISPR-associated protein 9 (CRISPR/Cas9)-mediated cytosine base editor and obtained melon lines with editions (C-to-T and C-to-G) in the eukaryotic translation initiation factor 4E, CmeIF4E gene. In conclusion, the optimized melon transformation protocol, along with the utilization of the CRISPR/Cas9-mediated cytosine base editor, provides a reliable framework for functional gene engineering in melon. These advancements hold significant promise for furthering genetic research and facilitating crop improvement in this economically important plant species.


Assuntos
Cucumis melo , Cucurbitaceae , Edição de Genes/métodos , Sistemas CRISPR-Cas/genética , Cucumis melo/genética , Cucurbitaceae/genética , Plantas/genética
2.
Planta ; 251(1): 31, 2019 Dec 10.
Artigo em Inglês | MEDLINE | ID: mdl-31823013

RESUMO

MAIN CONCLUSION: A high level of the secondary metabolite chicoric acid is produced by intracellular Pi supply and extracellular phosphate limiting in Echinacea purpurea hairy roots. Chicoric acid (CA) is a secondary metabolite which is gained from Echinacea purpurea. It has been found to be one of the most potent HIV integrase inhibitors with antioxidant and anti-inflammatory activities. However, the low-biosynthesis level of this valuable compound becomes an inevitable obstacle limiting further commercialization. Environmental stresses, such as phosphorus (Pi) deficiency, stimulate the synthesis of chemical metabolites, but significantly reduce plant growth and biomass production. To overcome the paradox of dual opposite effect of Pi limitation, we examined the hypothesis that the intracellular Pi supply and phosphate-limiting conditions enhance the total CA production in E. purpurea hairy roots. For this purpose, the coding sequence (CDS) of a purple acid phosphatase gene from Arabidopsis thaliana, AtPAP26, under CaMV-35S promoter was overexpressed in E. purpurea using Agrobacterium rhizogenes strain R15834. The transgenic hairy roots were cultured in a Pi-sufficient condition to increase the cellular phosphate metabolism. A short-term Pi starvation treatment of extracellular phosphate was applied to stimulate genes involved in CA biosynthesis pathway. The overexpression of AtPAP26 gene significantly increased the total APase activity in transgenic hairy roots compared to the non-transgenic roots under Pi-sufficient condition. Also, the transgenic hairy roots showed increase in the level of total and free phosphate, and in root fresh and dry weights compared to the controls. In addition, the phosphate limitation led to significant increase in the expression level of the CA biosynthesis genes. Considering the increase of biomass production in transgenic vs. non-transgenic hairy roots, a 16-fold increase was obtained in the final yield of CA for transgenic E. purpurea roots grown under -P condition compared to +P non-transgenic roots. Our results suggested that the expression of phosphatase genes and phosphate limitation were significantly effective in enhancing the final production yield and large-scale production of desired secondary metabolites in medicinal plant hairy roots.


Assuntos
Fosfatase Ácida/genética , Ácidos Cafeicos/metabolismo , Echinacea/genética , Echinacea/metabolismo , Regulação da Expressão Gênica de Plantas , Fosfatos/metabolismo , Raízes de Plantas/metabolismo , Succinatos/metabolismo , Antioxidantes/metabolismo , Arabidopsis/genética , Biomassa , Vias Biossintéticas/genética , Fósforo/metabolismo , Plantas Geneticamente Modificadas/metabolismo
3.
J Ind Microbiol Biotechnol ; 46(5): 613-623, 2019 May.
Artigo em Inglês | MEDLINE | ID: mdl-30783891

RESUMO

Paclitaxel is a main impressive chemotherapeutic agent with unique mode of action and broad-spectrum activity against cancers. Hazel (Corylus avellana) is a paclitaxel-producing species through bioprospection. Endophytic fungi have significant roles in plant paclitaxel production. This study evaluated the effect of co-culture of C. avellana cells and paclitaxel-producing endophytic fungus, Epicoccum nigrum strain YEF2 and also the effect of elicitors derived from this fungal strain on paclitaxel production. The results clearly revealed that co-culture of C. avellana cells and E. nigrum was more effective than elicitation of C. avellana cells by only cell extract or culture filtrate of this fungal strain. Co-culture of C. avellana cells and E. nigrum surpassed monocultures in terms of paclitaxel production designating their synergistic interaction potential. Fungal inoculum amount, co-culture establishment time and co-culture period were important factors for achieving the maximum production of paclitaxel in this co-culture system. The highest total yield of paclitaxel (404.5 µg L-1) was produced in co-culture established on 13th day using 3.2% (v/v) of E. nigrum mycelium suspension, which was about 5.5 and 136.6 times that in control cultures of C. avellana cells and E. nigrum, respectively. This is the first report on positive effect of co-culture of paclitaxel-producing endophytic fungus and non-host plant cells for enhancing paclitaxel production.


Assuntos
Ascomicetos/metabolismo , Química Farmacêutica/métodos , Técnicas de Cocultura , Corylus/microbiologia , Paclitaxel/biossíntese , Células Cultivadas , Fermentação , Microbiologia Industrial , Micélio , Extratos Vegetais/metabolismo , Simbiose , Taxus/microbiologia
4.
Plant Mol Biol ; 97(1-2): 103-112, 2018 May.
Artigo em Inglês | MEDLINE | ID: mdl-29633168

RESUMO

KEY MESSAGE: This research has shown, for the first time, that plant chloroplasts are a suitable compartment for synthesizing recombinant immunotoxins and the transgenic immunotoxin efficiently causes the inhibition of VEGFR2 overexpression, cell growth and proliferation. Angiogenesis refers to the formation of new blood vessels, which resulted in the growth, invasion and metastasis of cancer. The vascular endothelial growth factor receptor 2 (VEGFR2) plays a major role in angiogenesis and blocking of its signaling inhibits neovascularization and tumor metastasis. Immunotoxins are promising therapeutics for targeted cancer therapy. They consist of an antibody linked to a protein toxin and are designed to specifically kill the tumor cells. In our previous study, VGRNb-PE immunotoxin protein containing anti-VEGFR2 nanobody fused to the truncated form of Pseudomonas exotoxin A has been established. Here, we expressed this immunotoxin in lettuce chloroplasts. Chloroplast genetic engineering offers several advantages, including high levels of transgene expression, multigene engineering in a single transformation event and maternal inheritance of the transgenes. Site specific integration of transgene into chloroplast genomes, and homoplasmy were confirmed. Immunotoxin levels reached up to 1.1% of total soluble protein or 33.7 µg per 100 mg of leaf tissue (fresh weight). We demonstrated that transgenic immunotoxin efficiently causes the inhibition of VEGFR2 overexpression, cell growth and proliferation. These results indicate that plant chloroplasts are a suitable compartment for synthesizing recombinant immunotoxins.


Assuntos
ADP Ribose Transferases/genética , Toxinas Bacterianas/genética , Cloroplastos/genética , Exotoxinas/genética , Imunotoxinas/genética , Lactuca/genética , Fatores de Virulência/genética , ADP Ribose Transferases/farmacologia , Toxinas Bacterianas/farmacologia , Linhagem Celular , Proliferação de Células/efeitos dos fármacos , Cloroplastos/metabolismo , Clonagem Molecular , Exotoxinas/farmacologia , Células HEK293 , Humanos , Imunotoxinas/farmacologia , Plantas Geneticamente Modificadas , Proteínas Recombinantes de Fusão/genética , Proteínas Recombinantes de Fusão/farmacologia , Receptor 2 de Fatores de Crescimento do Endotélio Vascular/antagonistas & inibidores , Receptor 2 de Fatores de Crescimento do Endotélio Vascular/imunologia , Fatores de Virulência/farmacologia , Exotoxina A de Pseudomonas aeruginosa
5.
Planta ; 245(6): 1165-1178, 2017 Jun.
Artigo em Inglês | MEDLINE | ID: mdl-28293732

RESUMO

MAIN CONCLUSION: Induction of tetraploidy was performed and podophyllotoxin production increased by upregulating the expression level and enzyme activity of genes related to its biosynthesis in tetraploid compared to diploid Linum album. Linum album is a valuable medicinal plant that produces antiviral and anticancer compounds including podophyllotoxin (PTOX). To achieve homogeneous materials, in vitro diploid clones were established, and their nodal segments were exposed to different concentrations and durations of colchicine. This resulted in successful tetraploidy induction, confirmed by flow cytometry, and is being reported for the first time. The highest efficiency of tetraploid induction (22%) was achieved after 72 h exposure to 2.5-mM colchicine treatment. The stable tetraploids were produced after being subcultured three times, and their ploidy stability was confirmed after each subculture. The effects of autopolyploidy were measured on the morphological and phytochemical characteristics, as well as enzyme activity and the expression levels of some key genes involved in the PTOX biosynthetic pathway, including phenylalanine ammonia-lyase (PAL), cinnamoyl-Coa reductase (CCR), cinnamyl-alcohol dehydrogenase (CAD), and pinoresinol-lariciresinol reductase (PLR). The tetraploid plants had larger leaves and stomata (length and width) and lower density stomata. Increasing the ploidy level from diploid to tetraploid resulted in 1.39- and 1.23-fold enhancement of PTOX production, respectively, in the leaves and stem. The increase in PTOX content was associated with upregulated activities of some enzymes studied related to its biosynthetic pathway and the expression of the corresponding genes. The expression of the PAL gene and PLR enzymatic activity had the most positive correlation with the ploidy level in both leaf and stem tissues. Our results verified that autotetraploid induction is a useful breeding method, remarkably increasing the PTOX content in the leaves and stem of L. album.


Assuntos
Linaceae/metabolismo , Proteínas de Plantas/metabolismo , Podofilotoxina/metabolismo , Poliploidia , Aldeído Oxirredutases/genética , Aldeído Oxirredutases/metabolismo , Citometria de Fluxo , Linaceae/genética , Fenilalanina Amônia-Liase/genética , Fenilalanina Amônia-Liase/metabolismo , Proteínas de Plantas/genética
6.
Mol Biol Rep ; 42(5): 1013-23, 2015 May.
Artigo em Inglês | MEDLINE | ID: mdl-25403333

RESUMO

Diabetes, a disease caused by excessive blood sugar, is caused by the lack of insulin. For commercial production, insulin is made in bacteria or yeast by protein recombinant technology. The focus of this research is evaluating another resource and producing of recombinant insulin protein in as strawberry as this plant has high potential in production of pharmaceutical proteins. Strawberry is a suitable bioreactor for production of recombinant proteins especially edible vaccines. In this research, human pro-insulin gene was cloned in pCAMBIA1304 vector under CaMV35S promoter and NOS terminator. Agrobacterium tumefaciens LBA4404, AGL1, EHA105, EHA101, C58, C58 (pGV2260) and C58 (pGV3101) strains were used for transformation of pro-insulin gene into strawberry cv. Camarosa, Selva, Sarian Hybrid, Pajaro, Paros, Gaviota, Alpine. Additionally, Agrobacterium rhizogenes K599, R1000, A4 and MSU440 strains were utilized for gene transformation into hairy roots. PCR analysis indicated the presence of transformed human pro-insulin gene in the strawberry and hairy roots. Also, its transcription was confirmed using RT-PCR. Furthermore, the analysis of plants, fruits and hairy roots at the level of proteins using dot blot, ELISA, SDS-PAGE and ECL tests re-confirmed the expression of this protein in the transgenic plants as well as hairy roots. Protein purification of human pro-insulin from transgenic tissues was performed using affinity chromatography. Finally, the bioassay of recombinant pro-insulin was performed. The analysis of second generations of transgenic plants (T1) at DNA and protein levels was also performed as a complementary experiment. This study opens a new avenue in molecular farming of human pro-insulin through its mass production in roots and shoots of strawberry.


Assuntos
Fragaria/genética , Proinsulina/genética , Agrobacterium/genética , Cromatografia de Afinidade , Clonagem Molecular , Humanos , Plantas Geneticamente Modificadas/genética , Proinsulina/biossíntese , Proinsulina/isolamento & purificação , Proteínas Recombinantes/biossíntese , Transformação Genética
7.
Physiol Mol Biol Plants ; 21(4): 465-78, 2015 Oct.
Artigo em Inglês | MEDLINE | ID: mdl-26600674

RESUMO

Papaver somniferum L. is an herbaceous, annual and diploid plant that is important from pharmacological and strategic point of view. The cDNA clones of two putative MYB and WRKY genes were isolated (GeneBank accession numbers KP411870 and KP203854, respectively) from this plant, via the nested-PCR method, and characterized. The MYB transcription factor (TF) comprises 342 amino acids, and exhibits the structural features of the R2R3MYB protein family. The WRKY TF, a 326 amino acid-long polypeptide, falls structurally into the group II of WRKY protein family. Quantitative real-time PCR (qRT-PCR) analyses indicate the presence of these TFs in all organs of P. somniferum L. and Papaver bracteatum L. Highest expression levels of these two TFs were observed in the leaf tissues of P. somniferum L. while in P. bracteatum L. the espression levels were highest in the root tissues. Promoter analysis of the 10 co-expressed gene clustered involved in noscapine biosynthesis pathway in P. somniferum L. suggested that not only these 10 genes are co-expressed, but also share common regulatory motifs and TFs including MYB and WRKY TFs, and that may explain their common regulation.

8.
Prep Biochem Biotechnol ; 44(2): 182-92, 2014.
Artigo em Inglês | MEDLINE | ID: mdl-24152103

RESUMO

Tissue plasminogen activator (tPA) as a serine protease with 72 kD molecular mass and 527 amino acids plays an important role in the fibrinolytic system and the dissolution of fibrin clots in human body. The collective production of this drug in plants such as cucumber, one of the most important vegetables in the world, could reduce its production costs. In this study, after scrutiny of the appropriate regeneration of cucumber plant (Isfahan variety) on MS medium with naphthalene acetic acid hormone (NAA; 0/1 mg L⁻¹) and benzyl amino purine hormone (BAP; 3 mg L⁻¹) hormones, the cloned human tPA gene under the CaMV 35S promoter and NOS terminator into pBI121 plasmid was transferred into cotyledon explants by Agrobacterium tumefaciens strain LBA4404. Subsequent to the regeneration of inoculated explants on the selective medium, the persistence of tPA gene in recombinant plants was confirmed by polymerase chain reaction (PCR) with specific primers. To evaluate the tPA gene expression in transgenic plants, RNA was extracted and the tPA gene transcription was confirmed by reverse-transcription (RT) PCR. Followed the extraction of protein from the leaves of transgenic plants, the presence of tPA protein was confirmed by dot blot and sodium dodecyl sulfate (SDS) polyacrylamide gel electrophoresis (PAGE) analysis in order to survey the production of recombinant tPA protein. The enzyme-linked immunosorbent assay (ELISA) test was used for recombinant tPA protein level in transgenic cucumber plants. It was counted between 0.8 and 1%, and based on this, it was concluded that the presence of three expressions of regulatory factors (CaMV 35S, Kozak, NOS) and KDEL signal in the construct caused the increase of the tPA gene expression in cucumber plants.


Assuntos
Cucumis/metabolismo , Ativador de Plasminogênio Tecidual/biossíntese , Sequência de Bases , Primers do DNA , Ensaio de Imunoadsorção Enzimática , Humanos , Dados de Sequência Molecular , Reação em Cadeia da Polimerase
9.
Pharm Biol ; 52(6): 735-9, 2014 Jun.
Artigo em Inglês | MEDLINE | ID: mdl-24405115

RESUMO

CONTEXT: Aloe vera Linn. (Liliaceae) is a medicinal plant and has a number of curative properties. Vegetative propagation has not enough potential for supplying market demand. However, via in vitro propagation makes possible the mass production of Aloe plants. OBJECTIVE: The current study was conducted to investigate growth regulators' effects on proliferation of A. vera. MATERIALS AND METHODS: In this study, for comparison of plant growth regulators' effects on proliferation, the shoot tips and auxiliary buds of A. vera were cultured in the Murashige and Skoog (MS) medium. Rooted plantlets were transferred to garden soil, compost, and sand in the proportion of 1:1:1, respectively, after hardening. RESULTS: The maximum number of shoots was obtained on the medium supplemented with 1 mg/L IAA+4 mg/L BAP and 0.2 mg/L IAA+0.8 BAP mg/L. Rooting was also achieved in the same media composition proliferation of shoot. The acclimatized plants showed 100% of survival. The regenerated plants looked healthy, and they were morphologically similar to that of stock plants. CONCLUSION: These results suggest that in vitro culture may be used as a technique for rapid propagation of A. vera.


Assuntos
Aloe/efeitos dos fármacos , Aloe/crescimento & desenvolvimento , Reguladores de Crescimento de Plantas/farmacologia , Brotos de Planta/efeitos dos fármacos , Brotos de Planta/crescimento & desenvolvimento , Distribuição Aleatória , Fatores de Tempo
10.
PLoS One ; 18(6): e0286809, 2023.
Artigo em Inglês | MEDLINE | ID: mdl-37289731

RESUMO

It has been proposed that the composition of the culture medium, especially its amino acids, is an important part of getting microspore androgenesis to occur in some plants. However, there have been far fewer studies done on the Solanaceae family. In this study, we studied what happened to eggplant microspore culture when we mixed casein hydrolysate (0 and 100 mg L-1) with four amino acids: proline (0, 100, 500, and 900 mg L-1), glutamine (0 and 800 mg L-1), serine (0 and 100 mg L-1), and alanine (0 and 100 mg L-1). The results showed that a combination of 800 mg L-1 of glutamine, 100 mg L-1 of serine, 100 mg L-1 of casein hydrolysate, and 500 mg L-1 of proline produced the maximum number of calli per Petri dish (938). Calli had a globular shape and a compact appearance when formed in media containing 500 mg L-1 of proline (alone or combined with serine, alanine, and/or casein hydrolysate). Most of these structures were observed in a medium with 500 mg L-1 of proline, 100 mg L-1 of casein hydrolysate, and 100 mg L-1 of serine. We also investigated what happened when gum arabic (2400, 2600, 3600, 4600, and 5600 mg L-1) was combined with proline (0 and 500 mg L-1), casein hydrolysate (0 and 100 mg L-1), and glutamine (0, 400, and 800 mg L-1). The findings demonstrated the involvement of proline in the increase of calli. Overall, the results give us new information about how amino acids work in eggplant microspore culture and suggest that proline can move this plant's microspore androgenesis pathway forward.


Assuntos
Aminoácidos , Solanum melongena , Aminoácidos/metabolismo , Solanum melongena/metabolismo , Glutamina , Prolina , Alanina , Serina
11.
Amino Acids ; 43(5): 2137-52, 2012 Nov.
Artigo em Inglês | MEDLINE | ID: mdl-22543724

RESUMO

Rapeseed (Brassica napus L.), which is the third leading source of vegetable oil, is sensitive to drought stress during the early vegetative growth stage. To investigate the initial response of rapeseed to drought stress, changes in the protein expression profiles of drought-sensitive (RGS-003) and drought-tolerant lines (SLM-003), and their F1 hybrid, were analyzed using a proteomics approach. Seven-day-old rapeseed seedlings were treated with drought stress by restricting water for 7 days, and proteins were extracted from roots and separated by two-dimensional polyacrylamide gel electrophoresis. In the sensitive rapeseed line, 35 protein spots were differentially expressed under drought stress, and proteins related to metabolism, energy, disease/defense, and transport were decreased. In the tolerant line, 32 protein spots were differentially expressed under drought stress, and proteins involved in metabolism, disease/defense, and transport were increased, while energy-related proteins were decreased. Six protein spots in F1 hybrid were common among expressed proteins in the drought-sensitive and -tolerant lines. Notably, tubulin beta-2 and heat shock protein 70 were decreased in the drought-sensitive line and hybrid F1 plants, while jasmonate-inducible protein and 20S proteasome subunit PAF1 were increased in the F1 hybrids and drought-tolerant line. These results indicate that (1) V-type H(+) ATPase, plasma-membrane associated cation-binding protein, HSP 90, and elongation factor EF-2 have a role in the drought tolerance of rapeseed; (2) The decreased levels of heat shock protein 70 and tubulin beta-2 in the drought-sensitive and hybrid F1 lines might explain the reduced growth of these lines in drought conditions.


Assuntos
Adaptação Fisiológica/genética , Brassica rapa/genética , Quimera/genética , Regulação da Expressão Gênica de Plantas , Proteínas de Plantas/genética , Raízes de Plantas/genética , Plântula/genética , Secas , Eletroforese em Gel Bidimensional , Perfilação da Expressão Gênica , Proteínas de Choque Térmico HSP70/genética , Proteínas de Choque Térmico HSP70/metabolismo , Proteínas de Choque Térmico HSP90/genética , Proteínas de Choque Térmico HSP90/metabolismo , Proteínas Nucleares/genética , Proteínas Nucleares/metabolismo , Fator 2 de Elongação de Peptídeos/genética , Fator 2 de Elongação de Peptídeos/metabolismo , Proteínas de Plantas/metabolismo , Proteômica , Estresse Fisiológico , Tubulina (Proteína)/genética , Tubulina (Proteína)/metabolismo , ATPases Vacuolares Próton-Translocadoras/genética , ATPases Vacuolares Próton-Translocadoras/metabolismo
12.
Plant Sci ; 323: 111410, 2022 Oct.
Artigo em Inglês | MEDLINE | ID: mdl-35944746

RESUMO

Diosgenin as a triterpene with numbers of pharmaceutical applications has been identified in Trigonella foenum-graceum. In this survey, in order to scale up the amount of diosgenin in Fenugreek as a promising alternative of yam, ∆24-reductase as a rate limiting enzyme in diosgenin biosynthesis pathway has been overexpressed by utilizing pBI121 expression plasmid in hairy roots culture platform. The recombinant binary vector pBI121-∆24-reductase was transformed into R. rhizogenes strain ATCC 15834 to induce transgenic hairy roots in "Hamedan" as a low-diosgenin production genotype. In the transgenic hairy roots, the ∆24-reductase expression level was significantly 8.15 times overexpressed comparing to the non-transgenic hairy roots, Nonetheless the Sterol-methyltransferase, as a competitive enzyme, was 6 times downregulated. Furthermore, the expression rate of Squalene synthase, Cycloartenol synthase, C26-Hydroxylase were also increased 1.5, 1.7, 2.9 times higher than those of the non-transgenic hairy roots, respectively. The diosgenin content in the transgenic hairy root was raised 3 times up comparing to the non-transgenic hairy roots, besides it was scaled up 25-fold comparing to the diosgenin amount in "Hamedan" Leaf. As a result, the first metabolic engineering on this pathway was clearly revealed the impact of ∆24 -reductase gene in diosgenin content enhancement.


Assuntos
Diosgenina , Trigonella , Vias Biossintéticas/genética , Diosgenina/metabolismo , Engenharia Metabólica , Oxirredutases/metabolismo , Raízes de Plantas/genética , Raízes de Plantas/metabolismo , Trigonella/genética , Trigonella/metabolismo
13.
Plant Methods ; 17(1): 13, 2021 Feb 05.
Artigo em Inglês | MEDLINE | ID: mdl-33546685

RESUMO

BACKGROUND: Paclitaxel is a well-known chemotherapeutic agent widely applied as a therapy for various types of cancers. In vitro culture of Corylus avellana has been named as a promising and low-cost strategy for paclitaxel production. Fungal elicitors have been reported as an impressive strategy for improving paclitaxel biosynthesis in cell suspension culture (CSC) of C. avellana. The objectives of this research were to forecast and optimize growth and paclitaxel biosynthesis based on four input variables including cell extract (CE) and culture filtrate (CF) concentration levels, elicitor adding day and CSC harvesting time in C. avellana cell culture, as a case study, using general regression neural network-fruit fly optimization algorithm (GRNN-FOA) via data mining approach for the first time. RESULTS: GRNN-FOA models (0.88-0.97) showed the superior prediction performances as compared to regression models (0.57-0.86). Comparative analysis of multilayer perceptron-genetic algorithm (MLP-GA) and GRNN-FOA showed very slight difference between two models for dry weight (DW), intracellular and extracellular paclitaxel in testing subset, the unseen data. However, MLP-GA was slightly more accurate as compared to GRNN-FOA for total paclitaxel and extracellular paclitaxel portion in testing subset. The slight difference was observed in maximum growth and paclitaxel biosynthesis optimized by FOA and GA. The optimization analysis using FOA on developed GRNN-FOA models showed that optimal CE [4.29% (v/v)] and CF [5.38% (v/v)] concentration levels, elicitor adding day (17) and harvesting time (88 h and 19 min) can lead to highest paclitaxel biosynthesis (372.89 µg l-1). CONCLUSIONS: Great accordance between the predicted and observed values of DW, intracellular, extracellular and total yield of paclitaxel, and also extracellular paclitaxel portion support excellent performance of developed GRNN-FOA models. Overall, GRNN-FOA as new mathematical tool may pave the way for forecasting and optimizing secondary metabolite production in plant in vitro culture.

14.
GM Crops Food ; 12(1): 86-105, 2021 Jan 02.
Artigo em Inglês | MEDLINE | ID: mdl-33028148

RESUMO

Potato is the most important non-grain food crop in the world. Viruses, particularly potato virus Y (PVY) and potato virus A (PVA), are among the major agricultural pathogens causing severe reduction in potato yield and quality worldwide. Virus infection induces host factors to interfere with its infection cycle. Evaluation of these factors facilitates the development of intrinsic resistance to plant viruses. In this study, a small G-protein as one of the critical signaling factors was evaluated in plant response to PVY and PVA to enhance resistance. For this purpose, the gene expression dataset of G-proteins in potato plant under five biotic (viruses, bacteria, fungi, nematodes, and insects) and four abiotic (cold, heat, salinity, and drought) stress conditions were collected from gene expression databases. We reduced the number of the selected G-proteins to a single protein, StSAR1A, which is possibly involved in virus inhibition. StSAR1A overexpressed transgenic plants were created via the Agrobacterium-mediated method. Real-time PCR and Enzyme-linked immunosorbent assay tests of transgenic plants mechanically inoculated with PVY and PVA indicated that the overexpression of StSAR1A gene enhanced resistance to both viruses. The virus-infected transgenic plants exhibited a greater stem length, a larger leaf size, a higher fresh/dry weight, and a greater node number than those of the wild-type plants. The maximal photochemical efficiency of photosystem II, stomatal conductivity, and net photosynthetic rate in the virus-infected transgenic plants were also obviously higher than those of the control. The present study may help to understand aspects of resistance against viruses.


Assuntos
Potyvirus , Solanum tuberosum , Doenças das Plantas/genética , Plantas Geneticamente Modificadas/virologia , Potyvirus/genética , Solanum tuberosum/genética , Solanum tuberosum/virologia
15.
PLoS One ; 15(7): e0236191, 2020.
Artigo em Inglês | MEDLINE | ID: mdl-32673365

RESUMO

Paclitaxel is an effective natural-source chemotherapeutic agent commonly applied to treat a vast range of cancers. In vitro Corylus avellana culture has been reported as a promising and inexpensive system for paclitaxel production. Fungal elicitors have been made known as the most efficient strategy for the biosynthesis induction of secondary metabolites in plant in vitro culture. In this research, C. avellana cell suspension culture (CSC) was exposed to cell extract (CE) and culture filtrate (CF) derived from Camarosporomyces flavigenus, either individually or combined treatment, in mid and late log phase. There is no report on the use of whole fungal elicitors (the combined treatment of CE and CF) for the elicitation of secondary metabolite biosynthesis in plant in vitro culture. The combined treatment of CE and CF significantly led to more paclitaxel biosynthesis and secretion than the individual use of them. Also, multivariate statistical approaches including stepwise regression (SR), ordinary least squares regression (OLSR), principal component regression (PCR) and partial least squares regression (PLSR) were used to model and predict paclitaxel biosynthesis and secretion. Based on value account for (VAF), root mean square error (RMSE), coefficient of determination (R2), mean absolute percentage error (MAPE) and relative percent difference (RPD) can be concluded that mentioned regression models effectively worked only for modeling and predicting extracellular paclitaxel portion in C. avellana cell culture.


Assuntos
Ascomicetos/fisiologia , Corylus/citologia , Paclitaxel/biossíntese , Ascomicetos/química , Ascomicetos/isolamento & purificação , Técnicas de Cultura de Células/métodos , Células Cultivadas , Cromatografia Líquida de Alta Pressão , Corylus/metabolismo , Corylus/microbiologia , Análise dos Mínimos Quadrados , Modelos Biológicos , Paclitaxel/análise , Paclitaxel/química , Análise de Componente Principal
16.
Front Plant Sci ; 11: 565865, 2020.
Artigo em Inglês | MEDLINE | ID: mdl-33101335

RESUMO

Purple acid phosphatases (PAP)-encoding genes form a complex network that play a critical role in plant phosphate (Pi) homeostasis. Mostly, the functions of PAPs were investigated individually. However, the interactions of most of these genes in response to various concentrations of available Pi remain unknown. In this study, the roles of AtPAP17 and AtPAP26 genes, and their relationship within Pi homeostasis context were investigated. Surprisingly, atpap17 and atpap26 mutants not only showed no obvious developmental defects, but also produced higher biomass in compare to wild type (WT) plants under normal growth conditions. Comparing gene expression patterns of these mutants with WT plant, we identified a set of genes up-regulated in mutant plants but not in WT. Based on these unexpected results and up-regulation of AtPAP17 and AtPAP26 genes by the loss of function of each other, the hypothesis of compensation relationship between these genes in Pi homeostasis was assessed by generating atpap17/atpap26 double mutants. Observation of developmental defects in atpap17/atpap26 mutant but not in single mutants indicated a compensation relationship between AtPAP17 and AtPAP26 genes in Pi homeostasis network. Taken together, these results demonstrate the activation of AtPAP17 and AtPAP26 genes to buffer against the loss of function of each other, and this compensation relationship is vital for Arabidopsis growth and development.

17.
3 Biotech ; 10(6): 278, 2020 Jun.
Artigo em Inglês | MEDLINE | ID: mdl-32537378

RESUMO

One promising strategy to engineer plants that are resistant to plant pathogens involves transforming plants with RNA silencing constructs for resistance to multiple pathogens. Garden bean is significantly damaged by bean common mosaic virus (BCMV), bean common mosaic necrosis virus (BCMNV) and cucumber mosaic virus (CMV). In this study, we prepared constructs producing sense, antisense and hairpin RNA (hpRNA) structures to target single as well as multiple viruses. Silencing efficiency of these constructions was analyzed using Agrobacterium (GV3101) transient expression in Nicothinia bethamiana and Phaseolus vulgaris plants. The results showed significantly reduced disease symptoms and virus accumulation in N. bethamiana plants. Generally, the efficiency of the prepared constructs was hairpin, antisense and sense, respectively, and also, there was a significant difference between mono-gene and multiple-gene constructs for reducng virus accumulation and the multiple-gene constructs showed higher effectiveness. Experiments in this study showed that using Agrobacterium harboring binary constructs containing a Caenorhabditis elegans gene, Ced-9, or a plant gene, AtBag-4, anti-apoptosis gene as a mix suspension with an Agrobacterium containing pFGC-BNC.h, a plasmid containing multiple gene fragments consisting of BCMV-CP, BCMNV-HC-Pro and CMV-2b, improved the efficiency of pFGC-BNC.h transformation. We showed reduced virus accumulation in these transgenic bean plans.

18.
Front Plant Sci ; 11: 1148, 2020.
Artigo em Inglês | MEDLINE | ID: mdl-32849706

RESUMO

Paclitaxel is the top-selling anticancer medicine in the world. In vitro culture of Corylus avellana has been made known as a promising and inexpensive strategy for producing paclitaxel. Fungal elicitors have been named as the most efficient strategy for enhancing the biosynthesis of secondary metabolites in plant cell culture. In this study, endophytic fungal strain HEF17 was isolated from C. avellana and identified as Camarosporomyces flavigenus. C. avellana cell suspension culture (CSC) elicited with cell extract (CE) and culture filtrate (CF) derived from strain HEF17, either individually or combined treatment, in mid and late log phase was processed for modeling and optimizing growth and paclitaxel biosynthesis regarding CE and CF concentration levels, elicitor adding day, and CSC harvesting time using multilayer perceptron-genetic algorithm (MLP-GA). The results displayed higher accuracy of MLP-GA models (0.89-0.95) than regression models (0.56-0.85). The great accordance between the predicted and observed values of output variables (dry weight, intracellular, extracellular and total yield of paclitaxel, and also extracellular paclitaxel portion) for both training and testing subsets supported the excellent performance of developed MLP-GA models. MLP-GA method presented a promising tool for selecting the optimal conditions for maximum paclitaxel biosynthesis. An Excel® estimator, HCC-paclitaxel, was designed based on MLP-GA model as an easy-to-use tool for predicting paclitaxel biosynthesis in C. avellana CSC responding to fungal elicitors.

19.
PLoS One ; 15(8): e0237478, 2020.
Artigo em Inglês | MEDLINE | ID: mdl-32853208

RESUMO

Paclitaxel as a microtubule-stabilizing agent is widely used for the treatment of a vast range of cancers. Corylus avellana cell suspension culture (CSC) is a promising strategy for paclitaxel production. Elicitation of paclitaxel biosynthesis pathway is a key approach for improving its production in cell culture. However, optimization of this process is time-consuming and costly. Modeling of paclitaxel elicitation process can be helpful to predict the optimal condition for its high production in cell culture. The objective of this study was modeling and forecasting paclitaxel biosynthesis in C. avellana cell culture responding cell extract (CE), culture filtrate (CF) and cell wall (CW) derived from endophytic fungus, either individually or combined treatment with methyl-ß-cyclodextrin (MBCD), based on four input variables including concentration levels of fungal elicitors and MBCD, elicitor adding day and CSC harvesting time, using adaptive neuro-fuzzy inference system (ANFIS) and multiple regression methods. The results displayed a higher accuracy of ANFIS models (0.94-0.97) as compared to regression models (0.16-0.54). The great accordance between the predicted and observed values of paclitaxel biosynthesis for both training and testing subsets support excellent performance of developed ANFIS models. Optimization process of developed ANFIS models with genetic algorithm (GA) showed that optimal MBCD (47.65 mM) and CW (2.77% (v/v)) concentration levels, elicitor adding day (16) and CSC harvesting time (139 h and 41 min after elicitation) can lead to highest paclitaxel biosynthesis (427.92 µg l-1). The validation experiment showed that ANFIS-GA method can be a promising tool for selecting the optimal conditions for maximum paclitaxel biosynthesis, as a case study.


Assuntos
Técnicas de Cultura de Células/métodos , Corylus/química , Paclitaxel/biossíntese , Algoritmos , Corylus/metabolismo , Fungos/química , Fungos/metabolismo , Modelos Lineares , Células Vegetais/química , Células Vegetais/metabolismo , beta-Ciclodextrinas/química
20.
Sci Rep ; 10(1): 5427, 2020 03 25.
Artigo em Inglês | MEDLINE | ID: mdl-32214149

RESUMO

Paclitaxel is the top-selling chemotherapeutic drug used for the treatment of lung, ovarian and breast cancer as well as Kaposi's sarcoma. Cell suspension culture (CSC) of Corylus avellana has been addressed as a promising alternative for producing paclitaxel. In this study, endophytic fungus strain YEF33 was isolated from Taxus baccata and identified as Coniothyrium palmarum. The effects of the elicitors derived from this fungus including cell extract, culture filtrate and cell wall (CW) and also chitin, alone or in combination with Methyl-ß-Cyclodextrin (MBCD), on paclitaxel biosynthesis in C. avellana CSC were assayed for the first time. CW of C. palmarum was the most efficient fungal elicitor for paclitaxel biosynthesis in C. avellana CSC. The results revealed that MBCD affected paclitaxel biosynthesis differently depending on fungal elicitor type and vice versa. MBCD, either alone or in combination with fungal elicitors, induced a high secretion of paclitaxel, suggesting the decrement of toxicity and retro-inhibition processes of paclitaxel for cells. The joint effects of C. palmarum CW (2.5% (v/v) on 17th day) and 50 mM MBCD synergistically enhanced paclitaxel biosynthesis (402.4 µg l-1; 5.8-fold), 78.6% of which (316.5 µg l-1) were secreted into culture medium, a level 146% higher than that in control.


Assuntos
Ascomicetos/metabolismo , Parede Celular/metabolismo , Corylus/efeitos dos fármacos , Corylus/metabolismo , Paclitaxel/metabolismo , Taxus/metabolismo , beta-Ciclodextrinas/farmacologia , Técnicas de Cultura de Células/métodos , Células Cultivadas , Meios de Cultura/metabolismo , Suspensões/metabolismo
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