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1.
Genomics ; 112(4): 2794-2803, 2020 07.
Artigo em Inglês | MEDLINE | ID: mdl-32217134

RESUMO

Grammothele lineata strain SDL-CO-2015-1, jute (Corchorus olitorius) endophyte has been reported to produce anti-cancer drug paclitaxel in culture condition. Here we investigated the genome using different bioinformatic tools to find its association with the production of commercially important compounds including taxol. Carbohydrate-active enzymes, proteases, and secretory proteins were annotated revealing a complex endophytic relationship with its plant host. The presences of a diverse range of CAZymes including numerous lignocellulolytic enzymes support its potentiality in biomass degradation. Genome annotation led to the identification of 28 clusters for secondary metabolite biosynthesis. Several biosynthesis gene clusters were identified for terpene biosynthesis from antiSMASH analysis but none could be specifically pinned to taxol synthesis. This study will direct us to understand the genomic organization of endophytic basidiomycetes with a potential for producing numerous commercially important enzymes and secondary metabolites taking G. lineata as a model.


Assuntos
Genoma Fúngico , Polyporaceae/genética , Polyporaceae/metabolismo , Metabolismo dos Carboidratos/genética , Sistema Enzimático do Citocromo P-450/genética , Endófitos/enzimologia , Endófitos/genética , Endófitos/metabolismo , Proteínas Fúngicas/genética , Ontologia Genética , Lignina/metabolismo , Proteínas de Membrana Transportadoras/genética , Anotação de Sequência Molecular , Peptídeo Hidrolases/genética , Filogenia , Polyporaceae/classificação , Polyporaceae/enzimologia , Metabolismo Secundário/genética
2.
Plant Mol Biol ; 89(4-5): 511-27, 2015 Nov.
Artigo em Inglês | MEDLINE | ID: mdl-26453352

RESUMO

Artificial microRNAs (amiRNA) provide a new feature in the gene silencing era. Concomitantly, reducing the amount of lignin in fiber-yielding plants such as jute holds significant commercial and environmental potential, since this amount is inversely proportional to the quality of the fiber. The present study aimed at reducing the lignin content in jute, by introducing amiRNA based vectors for down-regulation of two monolignoid biosynthetic genes of jute, coumarate 3-hydroxylase (C3H) and ferulate 5-hydroxylase (F5H). The transgenic lines of F5H-amiRNA and C3H-amiRNA showed a reduced level of gene expression, which resulted in about 25% reduction in acid insoluble lignin content for whole stem and 12-15% reduction in fiber lignin as compared to the non-transgenic plants. The results indicate successful F5H-amiRNA and C3H-amiRNA transgenesis for lignin reduction in jute. This is likely to have far-reaching commercial implications and economic acceleration for jute producing countries.


Assuntos
Corchorus/genética , Corchorus/metabolismo , Genes de Plantas , Lignina/metabolismo , Sequência de Bases , Regulação para Baixo , Inativação Gênica , Genes Sintéticos , Engenharia Genética , MicroRNAs/genética , Proteínas de Plantas/genética , Plantas Geneticamente Modificadas , RNA de Plantas/genética , Nicotiana/genética , Nicotiana/metabolismo
3.
J Fluoresc ; 25(4): 907-15, 2015 Jul.
Artigo em Inglês | MEDLINE | ID: mdl-25943985

RESUMO

Endogenous fluorescence has been proposed as a means of aiding the diagnosis of various malignancies. It has been suggested that erythrocytes may be the carriers of fluorophors that accumulate in cancer tissue and may be useful in the diagnosis and treatment of malignancies. Hence, the present study was designed to explore the spectrofluorimetric analysis of blood components as a marker for the analysis of mammary carcinoma treatment and also to bring about the protective effect of the drug Semecarpus anacardium on oxidative stress mediated damage of erythrocytes. Fluorescence spectra of the blood components were studied and also the level of lipid per oxides and antioxidant enzymes status in erythrocytes were determined in DMBA induced mammary carcinoma rats treated with Semecarpus anacardium Linn nut milk extract. Fluorescence emission spectroscopy of blood components are altered under cancer conditions and the drug effectively ameliorated these alterations in mammary carcinoma induced rats. The drug also effectively reduced the oxidative stress induced erythrocyte damage thereby restoring the erythrocytes antioxidant status. These results suggest that erythrocytes may be the carriers of fluorophors that accumulate in cancer tissue and hence acts as new biomarkers for the diagnosis and treatment.


Assuntos
9,10-Dimetil-1,2-benzantraceno/toxicidade , Biomarcadores/análise , Eritrócitos/patologia , Neoplasias Mamárias Experimentais/patologia , Extratos Vegetais/farmacologia , Protoporfirinas/química , Semecarpus/química , Espectrometria de Fluorescência/métodos , Animais , Antioxidantes/metabolismo , Carcinógenos/toxicidade , Modelos Animais de Doenças , Eritrócitos/efeitos dos fármacos , Feminino , Peroxidação de Lipídeos/efeitos dos fármacos , Neoplasias Mamárias Experimentais/tratamento farmacológico , Extratos Vegetais/química , Ratos , Ratos Sprague-Dawley
4.
J Genet Eng Biotechnol ; 22(2): 100376, 2024 Jun.
Artigo em Inglês | MEDLINE | ID: mdl-38797551

RESUMO

Jute (Corchorus sp.), a commercially important and eco-friendly crop, is widely cultivated in Bangladesh, India, and China. Some varieties of this tropical plant such as the Corchorus olitorius. Variety accession no. 2015 (acc. 2015) has been found to be low-temperature tolerant. The current study was designed to explore the genome-wide variations present in the tolerant plant acc. 2015 in comparison to the sensitive farmer popular variety Corchorus olitorius var. O9897 using the whole genome resequencing technique. Among different variations, intergenic Single Nucleotide Polymorphism (SNPs) and Insertion-Deletion (InDels) were found in the highest percentage whereas approximately 3% SNPs and 2% InDels were found in exonic regions in both plants. Gene enrichment analysis indicated the presence of acc. 2015 specific SNPs in the genes encoding peroxidase, ER lumen protein retaining receptor, and hexosyltransferase involved in stress response (GO:0006950) which were not present in sensitive variety O9897. Besides, distinctive copy number variation regions (CNVRs) comprising 120 gene loci were found in acc. 2015 with a gain of function from multiple copy numbers but absent in O9897. Gene ontology analysis revealed these gene loci to possess different receptors like kinases, helicases, phosphatases, transcription factors especially Myb transcription factors, regulatory proteins containing different binding domains, annexin, laccase, acyl carrier protein, potassium transporter, and vesicular transporter proteins that are responsible for low temperature induced adaptation pathways in plants. This work of identifying genomic variations linked to cold stress tolerance traits will help to develop successful markers that will pave the way to develop genetically modified cold-resistant jute lines for year-round cultivation to meet the demand for a sustainable fiber crop economy.

5.
Inflammopharmacology ; 21(1): 47-53, 2013 Feb.
Artigo em Inglês | MEDLINE | ID: mdl-22556061

RESUMO

Semecarpus anacardium Linn. nut milk extract (SA) was evaluated for its antidiabetic role in type 2 diabetic rats. Type 2 diabetes was induced in rats by feeding high-fat diet for 2 weeks followed by single intraperitoneal injection of streptozotocin 35 mg/kg body weight. Diabetic rats were treated with SA orally at a dosage of 200 mg/kg body weight daily for 30 days. Metformin (500 mg/kg body weight, orally) was used as a reference drug. SA significantly (p < 0.05) reduced the blood glucose levels and decreased the levels of HbA1c and the glucose intolerance. SA treatment significantly (p < 0.05) decreased the increase in lipid profile. The levels of urea, uric acid and creatinine were restored to near normal levels when compared with control diabetic rats. The histopathological abnormalities were also found to be normalized after treatment with SA nut milk extract. The potential antihyperglycemic action of SA is plausibly due to its underlying antioxidant role.


Assuntos
Diabetes Mellitus Tipo 2/tratamento farmacológico , Hipoglicemiantes/farmacologia , Extratos Vegetais/farmacologia , Semecarpus/química , Animais , Antioxidantes/isolamento & purificação , Antioxidantes/farmacologia , Glicemia/efeitos dos fármacos , Diabetes Mellitus Experimental/tratamento farmacológico , Diabetes Mellitus Experimental/fisiopatologia , Diabetes Mellitus Tipo 2/fisiopatologia , Dieta Hiperlipídica , Hemoglobinas Glicadas/metabolismo , Hipoglicemiantes/isolamento & purificação , Masculino , Metformina/farmacologia , Ratos , Ratos Sprague-Dawley , Estreptozocina
6.
Inflammopharmacology ; 21(1): 37-46, 2013 Feb.
Artigo em Inglês | MEDLINE | ID: mdl-22274733

RESUMO

INTRODUCTION: Semecarpus anacardium, known as marking nut, has been used in indigenous system of medicine against various ailments. AIM: To evaluate the antilipidemic and anti-inflammatory effect of S. anacardium Linn. nut milk extract (SA) in Type 2 diabetic rats. MATERIALS AND METHODS: Diabetes was induced in rats by feeding them with a high fat diet followed by i.p. of 35 mg/kg body weight of streptozotocin. Diabetic rats were treated with the drugs, SA (200 mg/kg body weight) and metformin (500 mg/kg body weight) for 30 days. Antilipidemic effect of the drug was established by studying the lipoprotein alterations and also the alterations in the lipid profile and lipid metabolizing enzymes in the experimental group of rats. The effect of the drug on the expression of PPAR γ was also studied. To determine the anti-inflammatory effect of the drug, the levels of inflammatory cytokines, TNF-α and IL-6 and also C-reactive protein were determined. RESULTS AND DISCUSSION: Semecarpus anacardium nut milk extract at a dosage of 200 mg/kg orally significantly (p < 0.05) reduced and normalized the alterations in the lipid metabolism in diabetic rats effectively than metformin. SA treatment significantly (p < 0.05) increased the mRNA expression of PPAR γ, thereby establishing the antilipidemic effect of the drug. The increase in the levels of inflammatory cytokines were significantly (p < 0.05) brought down to near normal levels on treatment with the drug SA. CONCLUSION: The present study thereby establishes the antilipidemic and anti-inflammatory effect of the drug. Thus, by decreasing the alterations in the lipid metabolism and inflammatory status, the drug can effectively improve the insulin sensitivity in rats and can serve as an excellent drug in the treatment of Type 2 diabetes mellitus.


Assuntos
Diabetes Mellitus Experimental/tratamento farmacológico , Diabetes Mellitus Tipo 2/tratamento farmacológico , Extratos Vegetais/farmacologia , Semecarpus/química , Animais , Anti-Inflamatórios/isolamento & purificação , Anti-Inflamatórios/farmacologia , Proteína C-Reativa/efeitos dos fármacos , Proteína C-Reativa/metabolismo , Diabetes Mellitus Experimental/fisiopatologia , Diabetes Mellitus Tipo 2/fisiopatologia , Dieta Hiperlipídica , Hiperlipidemias/tratamento farmacológico , Hiperlipidemias/etiologia , Hipoglicemiantes/farmacologia , Hipolipemiantes/isolamento & purificação , Hipolipemiantes/farmacologia , Inflamação/tratamento farmacológico , Inflamação/etiologia , Interleucina-6/metabolismo , Masculino , Metformina/farmacologia , PPAR gama/genética , Ratos , Ratos Sprague-Dawley , Estreptozocina , Fator de Necrose Tumoral alfa/efeitos dos fármacos , Fator de Necrose Tumoral alfa/metabolismo
7.
Sci Data ; 10(1): 214, 2023 04 17.
Artigo em Inglês | MEDLINE | ID: mdl-37062771

RESUMO

The silver pride of Bangladesh, migratory shad, Tenualosa ilisha (Hilsa), makes the highest contribution to the total fish production of Bangladesh. Despite its noteworthy contribution, a well-annotated transcriptome data is not available. Here we report a transcriptomic catalog of Hilsa, constructed by assembling RNA-Seq reads from different tissues of the fish including brain, gill, kidney, liver, and muscle. Hilsa fish were collected from different aquatic habitats (fresh, brackish, and sea water) and the sequencing was performed in the next generation sequencing (NGS) platform. De novo assembly of the sequences obtained from 46 cDNA libraries revealed 462,085 transcript isoforms that were subsequently annotated using the Universal Protein Resource Knowledgebase (UniPortKB) as a reference. Starting from the sampling to final annotation, all the steps along with the workflow are reported here. This study will provide a significant resource for ongoing and future research on Hilsa for transcriptome based expression profiling and identification of candidate genes.


Assuntos
Peixes , Transcriptoma , Animais , Peixes/genética , Perfilação da Expressão Gênica , Estudos de Associação Genética , Anotação de Sequência Molecular , Isoformas de Proteínas/genética
8.
Heliyon ; 7(3): e06353, 2021 Mar.
Artigo em Inglês | MEDLINE | ID: mdl-33748456

RESUMO

In the backdrop of an abundance of lignin in jute, the main focus of the present study was to conduct a quality assessment of four delignified jute lines (in which four lignin biosynthetic genes were individually downregulated) across advanced generations for industrial applications. To this end, the transgenic lines were advanced to 7th (COMT and C4H lines) and 5th (C3H and F5H lines) transformed generations. The results exhibit approximately 16-25% reduction in acid-insoluble lignin for the whole stem and 13-14% reduction in fiber lignin content for all four transgenic lines compared to the control. The altered lignin composition led to a 3-6% increase in the cellulose content and a small improvement in the enzymatic release of glucose. Lignin reduction led to an exposure of the underlying fibrils in transgenic lines as observed through a scanning electron microscope whereas, it was undiscernible in the control fiber. Furthermore, an analysis of the mechanical properties appears almost similar to that of the control with no morphological deformities. Jute fibers from the transgenic lines offer tremendous cost-effective implications from an economic perspective.

9.
Front Plant Sci ; 12: 741898, 2021.
Artigo em Inglês | MEDLINE | ID: mdl-34887885

RESUMO

Among the diverse array of heat shock proteins across the three domains of life, mitochondria-targeted small heat shock proteins (sHSPs) are evolved in the plant lineage. However, they remained mysterious and understudied. In this study, we reported a systematic study of a novel mitochondria-targeted nuclear sHSP from eggplant (Solanum melongena L.; SmsHSP24.1). Differential expression of SmsHSP24.1 indicated its positive role exerted during stress conditions. Escherichia coli-BL21 cell line overexpressing the SmsHSP24.1 showed excellent thermo-tolerance ability, tolerating up to 52°C. Spectrometry and electron microscopy revealed a multimeric structure of the protein which acted as a molecular chaperone at high temperatures. Overexpression of SmsHSP24.1 significantly enhanced resistance against heat, drought, and salt stresses and showed rapid germination in constitutively overexpressed eggplant lines. RNA-seq analysis reveals an apparent upregulation of a set of reactive oxygen species (ROS) scavenging enzymes of the glutathione (GHS) pathway and mitochondrial electron transport chain (ETC). Significant upregulation was also observed in auxin biosynthesis and cell-wall remodeling transcripts in overexpressed lines. qPCR, biochemical and physiological analysis further aligned with the finding of transcriptome analysis and suggested an essential role of SmsHSP24.1 under various stress responses and positive physiological influence on the growth of eggplants. Therefore, this gene has immense potential in engineering stress-resilient crop plants.

10.
Sci Rep ; 11(1): 11211, 2021 05 27.
Artigo em Inglês | MEDLINE | ID: mdl-34045548

RESUMO

Here we report a jute endophyte Staphylococcus hominis strain MBL_AB63 isolated from jute seeds which showed promising antimicrobial activity against Staphylococcus aureus SG511 when screening for antimicrobial substances. The whole genome sequence of this strain, annotated using BAGEL4 and antiSMASH 5.0 to predict the gene clusters for antimicrobial substances identified a novel antimicrobial peptide cluster that belongs to the class I lantibiotic group. The predicted lantibiotic (homicorcin) was found to be 82% similar to a reported peptide epicidin 280 having a difference of seven amino acids at several positions of the core peptide. Two distinct peaks obtained at close retention times from a RP-HPLC purified fraction have comparable antimicrobial activities and LC-MS revealed the molecular mass of these peaks to be 3046.5 and 3043.2 Da. The presence of an oxidoreductase (homO) similar to that of epicidin 280- associated eciO or epilancin 15X- associated elxO in the homicorcin gene cluster is predicted to be responsible for the reduction of the first dehydrated residue dehydroalanine (Dha) to 2-hydroxypropionate that causes an increase of 3 Da mass of homicorcin 1. Trypsin digestion of the core peptide and its variant followed by ESI-MS analysis suggests the presence of three ring structures, one in the N-terminal and other two interlocking rings at the C-terminal region that remain undigested. Homicorcin exerts bactericidal activity against susceptible cells by disrupting the integrity of the cytoplasmic membrane through pore formation as observed under FE-SEM.


Assuntos
Bacteriocinas/análise , Endófitos/química , Staphylococcus hominis/química , Endófitos/metabolismo , Espectrometria de Massas , Staphylococcus hominis/metabolismo
11.
PLoS One ; 16(9): e0257863, 2021.
Artigo em Inglês | MEDLINE | ID: mdl-34591915

RESUMO

The endophytic bacterium Burkholderia contaminans NZ was isolated from jute, which is an important fiber-producing plant. This bacterium exhibits significant growth promotion activity in in vivo pot experiments, and like other plant growth-promoting (PGP) bacteria fixes nitrogen, produces indole acetic acid (IAA), siderophore, and 1-aminocyclopropane-1-carboxylate (ACC) deaminase activity. B. contaminans NZ is considered to exert a promising growth inhibitory effect on Macrophomina phaseolina, a phytopathogen responsible for infecting hundreds of crops worldwide. This study aimed to identify the possibility of B. contaminans NZ as a safe biocontrol agent and assess its effectiveness in suppressing phytopathogenic fungi, especially M. phaseolina. Co-culture of M. phaseolina with B. contaminans NZ on both solid and liquid media revealed appreciable growth suppression of M. phaseolina and its chromogenic aberration in liquid culture. Genome mining of B. contaminans NZ using NaPDoS and antiSMASH revealed gene clusters that displayed 100% similarity for cytotoxic and antifungal substances, such as pyrrolnitrin. GC-MS analysis of B. contaminans NZ culture extracts revealed various bioactive compounds, including catechol; 9,10-dihydro-12'-hydroxy-2'-methyl-5'-(phenylmethyl)- ergotaman 3',6',18-trione; 2,3-dihydro-3,5- dihydroxy-6-methyl-4H-pyran-4-one; 1-(1,6-Dioxooctadecyl)- pyrrolidine; 9-Octadecenamide; and 2- methoxy- phenol. These compounds reportedly exhibit tyrosinase inhibitory, antifungal, and antibiotic activities. Using a more targeted approach, an RP-HPLC purified fraction was analyzed by LC-MS, confirming the existence of pyrrolnitrin in the B. contaminans NZ extract. Secondary metabolites, such as catechol and ergotaman, have been predicted to inhibit melanin synthesis in M. phaseolina. Thus, B. contaminans NZ appears to inhibit phytopathogens by apparently impairing melanin synthesis and other potential biochemical pathways, exhibiting considerable fungistatic activity.


Assuntos
Ascomicetos/crescimento & desenvolvimento , Burkholderia/crescimento & desenvolvimento , Produtos Agrícolas/crescimento & desenvolvimento , Melaninas/biossíntese , Pirrolnitrina/biossíntese , Ascomicetos/efeitos dos fármacos , Ascomicetos/patogenicidade , Agentes de Controle Biológico/farmacologia , Burkholderia/metabolismo , Técnicas de Cocultura , Produtos Agrícolas/microbiologia , Endófitos , Cromatografia Gasosa-Espectrometria de Massas , Ácidos Indolacéticos/metabolismo , Fixação de Nitrogênio , Pirrolnitrina/farmacologia , Sequenciamento Completo do Genoma
12.
Artigo em Inglês | MEDLINE | ID: mdl-32257291

RESUMO

BACKGROUND: The genome-editing tool CRISPR/Cas9 has revolutionized gene manipulation by providing an efficient method to generate targeted mutations. This technique deploys the Cas9 endonuclease and a guide RNA (sgRNA) which interact to form a Cas9-sgRNA complex that initiates gene editing through the introduction of double stranded DNA breaks. We tested the efficacy of the CRISPR/Cas9 approach as a means of facilitating a variety of reverse genetic approaches in the wheat pathogenic fungus Parastagonospora nodorum. RESULTS: Parastagonospora nodorum protoplasts were transformed with the Cas9 protein and sgRNA in the form of a preassembled ribonuclear protein (RNP) complex targeting the Tox3 effector gene. Subsequent screening of the P. nodorum transformants revealed 100% editing of those mutants screened. We further tested the efficacy of RNP complex when co-transformed with a Tox3-Homology Directed Repair cassette harbouring 1 kb of homologous flanking DNA. Subsequent screening of resulting transformants demonstrated homologous recombination efficiencies exceeding 70%. A further transformation with a Tox3-Homology Directed Repair cassette harbouring a selectable marker with 50 bp micro-homology flanks was also achieved with 25% homologous recombination efficiency. The success of these homology directed repair approaches demonstrate that CRISPR/Cas9 is amenable to other in vivo DNA manipulation approaches such as the insertion of DNA and generating point mutations. CONCLUSION: These data highlight the significant potential that CRISPR/Cas9 has in expediting transgene-free gene knockouts in Parastagonospora nodorum and also in facilitating other gene manipulation approaches. Access to these tools will significantly decrease the time required to assess the requirement of gene for disease and to undertake functional studies to determine its role.

13.
J Diet Suppl ; 17(1): 27-40, 2020.
Artigo em Inglês | MEDLINE | ID: mdl-30373482

RESUMO

Semecarpus anacardium is an important herbal drug that has been used against various ailments. To evaluate the cardioprotective effect of the drug against altered cardiac energy metabolism in type-2 diabetes rats, type-2 diabetes was induced in rats by feeding them with a high-fat diet for 2 weeks followed by intraperitoneal injection of streptozotocin (STZ) 35 mg/kg body weight twice 24 h apart and left for 12 weeks to develop cardiovascular complication. The effects of the nut milk extract on the glucose metabolizing enzymes and mitochondrial complex enzymes were studied using biochemical assays. The drug effectively ameliorated the alteration in cardiac energy metabolism in diabetic rats. The cardioprotective effect may be mediated through the ability of the drug to enhance glucose utilization and control the oxidative stress under diabetic conditions.


Assuntos
Diabetes Mellitus Experimental/complicações , Diabetes Mellitus Tipo 2/complicações , Metabolismo Energético/efeitos dos fármacos , Cardiopatias/metabolismo , Fitoterapia , Extratos Vegetais/farmacologia , Semecarpus , Animais , Antioxidantes/farmacologia , Antioxidantes/uso terapêutico , Glucose/metabolismo , Cardiopatias/etiologia , Cardiopatias/prevenção & controle , Masculino , Mitocôndrias/enzimologia , Nozes , Estresse Oxidativo/efeitos dos fármacos , Extratos Vegetais/uso terapêutico , Ratos Sprague-Dawley
14.
ACS Omega ; 5(3): 1352-1362, 2020 Jan 28.
Artigo em Inglês | MEDLINE | ID: mdl-32010805

RESUMO

A phytopathogenic fungus, Macrophomina phaseolina, which infects a wide range of plants, is an important consideration in agronomy. A jute endophytic bacterium, Burkholderia contaminans NZ, was found to have a promising effect in controlling the fungus in in vitro culture conditions. Using the iTRAQ LC-MS/MS method for quantitative proteomics study, an analysis of the whole proteome of Macrophomina phaseolina with or without B. contaminans NZ challenge identified 2204 different proteins, of which 137 were found to have significant deviation in expression. Kyoto encyclopedia of genes and genomes pathway analysis identified most of the upregulated proteins to be functionally related to energy production (26.11%), as well as defense and stress response (23.45%), while there was significant downregulation in oxidative stress protection pathways (42.61%), growth and cell wall integrity (30.95%), and virulence (23.81%). Findings of this study suggest the development of a battle when the phytopathogen encounters the bacterium. B. contaminans NZ manages to arrest the growth of the fungus and decrease its pathogenicity, but the fungus apparently survives under "hibernating" conditions by upregulating its energy metabolism. This first ever proteomic study of M. phaseolina will go a long way in understanding and developing strategies for its effective control.

15.
BMC Bioinformatics ; 9: 414, 2008 Oct 04.
Artigo em Inglês | MEDLINE | ID: mdl-18834544

RESUMO

BACKGROUND: Eukaryotic promoter prediction using computational analysis techniques is one of the most difficult jobs in computational genomics that is essential for constructing and understanding genetic regulatory networks. The increased availability of sequence data for various eukaryotic organisms in recent years has necessitated for better tools and techniques for the prediction and analysis of promoters in eukaryotic sequences. Many promoter prediction methods and tools have been developed to date but they have yet to provide acceptable predictive performance. One obvious criteria to improve on current methods is to devise a better system for selecting appropriate features of promoters that distinguish them from non-promoters. Secondly improved performance can be achieved by enhancing the predictive ability of the machine learning algorithms used. RESULTS: In this paper, a novel approach is presented in which 128 4-mer motifs in conjunction with a non-linear machine-learning algorithm utilising a Support Vector Machine (SVM) are used to distinguish between promoter and non-promoter DNA sequences. By applying this approach to plant, Drosophila, human, mouse and rat sequences, the classification model has showed 7-fold cross-validation percentage accuracies of 83.81%, 94.82%, 91.25%, 90.77% and 82.35% respectively. The high sensitivity and specificity value of 0.86 and 0.90 for plant; 0.96 and 0.92 for Drosophila; 0.88 and 0.92 for human; 0.78 and 0.84 for mouse and 0.82 and 0.80 for rat demonstrate that this technique is less prone to false positive results and exhibits better performance than many other tools. Moreover, this model successfully identifies location of promoter using TATA weight matrix. CONCLUSION: The high sensitivity and specificity indicate that 4-mer frequencies in conjunction with supervised machine-learning methods can be beneficial in the identification of RNA pol II promoters comparative to other methods. This approach can be extended to identify promoters in sequences for other eukaryotic genomes.


Assuntos
Inteligência Artificial , Conformação de Ácido Nucleico , Regiões Promotoras Genéticas , RNA Polimerase II/genética , Análise de Sequência de DNA/métodos , Animais , Bases de Dados de Ácidos Nucleicos , Proteínas de Drosophila/genética , Células Eucarióticas , Genômica/métodos , Humanos , Camundongos , Ratos , Reprodutibilidade dos Testes , Sensibilidade e Especificidade , Relação Estrutura-Atividade
16.
Microbiol Res ; 208: 43-53, 2018 Mar.
Artigo em Inglês | MEDLINE | ID: mdl-29551211

RESUMO

Endophytes are bacterial or fungal organisms associated with plants in an obligate or facultative manner. In order to maintain a stable symbiosis, many of the endophytes produce compounds that promote plant growth and help them adapt better to the environment. This study was conducted to explore the potential of jute bacterial endophytes for their growth promotion ability in direct and indirect ways. A total of 27 different bacterial species were identified from different varieties of a jute plant (Corchorus olitorius) and different parts of the plant (leaf, root, seed, and seedling) based on 16S rRNA gene sequence. Two of the isolates showed ACC deaminase activity with Staphylococcus pasteuri strain MBL_B3 and Ralstonia solanacearum strain MBL_B6 producing 18.1 and 8.08 µM mg-1 h-1 α-ketobutyrate respectively while eighteen had the ACC deaminase gene (acdS). Fourteen were positive for siderophore activity while Kocuria sp. strain MBL_B19 (133.36 µg/ml) and Bacillus sp. strain MBL_B17 (124.72 µg/ml) showed high IAA production ability. Seven bacterial strains were able to fix nitrogen with only one testing positive for nifH gene. Five isolates exhibited phosphorus utilization ability with Bacillus sp. strain MBL_B17 producing 218.47 µg P/ml. Three bacteria were able to inhibit the growth of a phytopathogen, Macrophomina phaseolina and among them Bacillus subtilis strain MBL_B4 was found to be the most effective, having 82% and 53% of relative inhibition ratio (RIR) and percent growth inhibition (PGI) values respectively. Nine bacteria were tested for their in vivo growth promotion ability and most of these isolates increased seed germination potential and vigour index significantly. Bacillus subtilis strain MBL_B13 showed 26.8% more vigour index than the control in which no bacterial inoculum was used. All inoculants were found to increase the dry weight of jute seedlings in comparison to the control plants and the most increase in fresh weight was found for Staphylococcus saprophyticus strain MBL_B9. Staphylococcus pasteuri strain MBL_B3 exhibited diverse in vitro growth promotion activity and significant growth promoting effect in in vivo pot experiments. These bacterial strains with plant growth enhancing abilities have the potential to be used as bioinoculants.


Assuntos
Bactérias/classificação , Biodiversidade , Corchorus/microbiologia , Endófitos/classificação , Endófitos/fisiologia , Desenvolvimento Vegetal , Antibiose , Ascomicetos/crescimento & desenvolvimento , Bactérias/genética , Bactérias/isolamento & purificação , Carbono-Carbono Liases/genética , Corchorus/genética , DNA Bacteriano , Endófitos/isolamento & purificação , Ácidos Indolacéticos/metabolismo , Fixação de Nitrogênio , Oxirredutases/genética , Fosfatos/metabolismo , Filogenia , Folhas de Planta/microbiologia , Raízes de Plantas/microbiologia , RNA Ribossômico 16S/genética , Plântula/microbiologia , Sementes/microbiologia , Sideróforos/metabolismo , Simbiose
17.
BMC Res Notes ; 11(1): 921, 2018 Dec 22.
Artigo em Inglês | MEDLINE | ID: mdl-30577879

RESUMO

OBJECTIVE: Hilsa shad (Tenualosa ilisha), is a popular fish of Bangladesh belonging to the Clupeidae family. An anadromous species, like the salmon and many other migratory fish, it is a unique species that lives in the sea and travels to freshwater rivers for spawning. During its entire life, Tenualosa ilisha migrates both from sea to freshwater and vice versa. DATA DESCRIPTION: The genome of Tenualosa ilisha collected from the river Padma of Rajshahi, Bangladesh has been sequenced and its de novo hybrid assembly and structural annotations are being reported here. Illumina and PacBio sequencing platforms were used for high depth sequencing and the draft genome assembly was found to be 816 MB with N50 size of 188 kb. MAKER gene annotation tool predicted 31,254 gene models. Benchmarking Universal Single-Copy Orthologs refer 95% completeness of the assembled genome.


Assuntos
Peixes/genética , Genoma/genética , Animais , Bangladesh , Água Doce , Água do Mar
18.
Genome Announc ; 5(33)2017 Aug 17.
Artigo em Inglês | MEDLINE | ID: mdl-28818909

RESUMO

Grammothele lineata strain SDL-CO-2015-1, a basidiomycete fungus, was identified as an endophyte from a jute species, Corchorus olitorius var. 2015, and found to produce paclitaxel, a diterpenic polyoxygenated pseudoalkaloid with antitumor activity. Here, we report the draft genome sequence (42.8 Mb with 9,395 genes) of this strain.

19.
PLoS One ; 12(6): e0178612, 2017.
Artigo em Inglês | MEDLINE | ID: mdl-28636663

RESUMO

Grammothele lineata, an endophyte isolated in our laboratory from jute (Corchorus olitorius acc. 2015) was found to be a substantial paclitaxel producer. Taxol and its related compounds, produced by this endophyte were extracted by growing the fungus in simple nutrient media (potato dextrose broth, PDB). Taxol was identified and characterized by different analytical techniques (TLC, HPLC, FTIR, LC-ESI-MS/MS) following its extraction by ethyl acetate. In PDB media, this fungus was found to produce 382.2 µgL-1 of taxol which is about 7.6 x103 fold higher than the first reported endophytic fungi, Taxomyces andreanae. The extracted taxol exhibited cytotoxic activity in an in vitro culture of HeLa cancer cell line. The fungal extract also exhibited antifungal and antibacterial activities against different pathogenic strains. This is the first report of a jute endophytic fungus harboring the capacity to produce taxol and also the first reported taxol producing species that belongs to the Basidiomycota phylum, so far unknown to be a taxol producer. These findings suggest that the fungal endophyte, Grammothele lineata can be an excellent source of taxol and can also serve as a potential species for chemical and genetic engineering to enhance further the production of taxol.


Assuntos
Antineoplásicos Fitogênicos/biossíntese , Apoptose/efeitos dos fármacos , Corchorus/microbiologia , Endófitos/isolamento & purificação , Endófitos/metabolismo , Paclitaxel/biossíntese , Antineoplásicos Fitogênicos/farmacologia , Células HeLa , Humanos , Paclitaxel/farmacologia , Filogenia
20.
Sci Rep ; 7: 39984, 2017 01 04.
Artigo em Inglês | MEDLINE | ID: mdl-28051165

RESUMO

Lignin, a cross-linked macromolecule of hydrophobic aromatic structure, provides additional rigidity to a plant cell wall. Although it is an integral part of the plant cell, presence of lignin considerably reduces the quality of the fiber of fiber-yielding plants. Decreasing lignin in such plants holds significant commercial and environmental potential. This study aimed at reducing the lignin content in jute-a fiber crop, by introducing hpRNA-based vectors for downregulation of two monolignoid biosynthetic genes- cinnamate 4-hydroxylase (C4H) and caffeic acid O-methyltransferase (COMT). Transgenic generations, analyzed through Southern, RT-PCR and northern assays showed downregulation of the selected genes. Transgenic lines exhibited reduced level of gene expression with ~ 16-25% reduction in acid insoluble lignin for the whole stem and ~13-14% reduction in fiber lignin content compared to the control lines. Among the two transgenic plant types one exhibited an increase in cellulose content and concomitant improvement of glucose release. Composition of the lignin building blocks was found to alter and this alteration resulted in a pattern, different from other plants where the same genes were manipulated. It is expected that successful COMT-hpRNA and C4H-hpRNA transgenesis in jute will have far-reaching commercial implications leading to product diversification and value addition.


Assuntos
Corchorus/genética , Corchorus/metabolismo , Lignina/biossíntese , Regulação da Expressão Gênica de Plantas , Lignina/genética , Metiltransferases/genética , Plantas Geneticamente Modificadas , Transcinamato 4-Mono-Oxigenase/genética
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