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Over activity of Glycogen synthase kinase-3β (GSK-3β), a serine/threonine-protein kinase has been implicated in a number of diseases including stroke, type II diabetes and Alzheimer disease (AD). This study aimed to find novel inhibitors of GSK-3β from phyto-constituents of Melissa officinalis with the aid of computational analysis. Molecular docking, induced-fit docking (IFD), calculation of binding free energy via the MM-GBSA approach and Lipinski's rule of five (RO5) were employed to filter the compounds and determine their druggability. Most importantly, the compounds pIC50 were predicted by machine learning-based model generated by AutoQSAR algorithm. The generated model was validated to affirm its predictive model. The best model obtained was Model kpls_desc_38 (R2 = 0.8467 and Q2 = 0.8069), and this external validated model was utilized to predict the bioactivities of the lead compounds. While a number of characterized compounds from Melissa officinalis showed better docking score, binding free energy alongside adherence to RO5 than co-cystallized ligand, only three compounds (salvianolic acid C, ellagic acid and naringenin) showed more satisfactory pIC50. The results obtained in this study can be useful to design potent inhibitors of GSK-3β.Echium plantagineum L. (Boraginaceae) is an invasive species in Australia and contains medicinal shikonins in its roots. In this study, the hairy root lines of E. plantagineum were established using Agrobacterium rhizogenes strain ATCC15834 and confirmed by the amplification of the rolB gene. Results showed significant difference in shikonin production between the hairy root lines in the 1/2B5 and M9 media. The biomass of the lines in the 1/2B5 medium was fivefold of that in the M9 medium. However, the components of detected shikonins were similar in these two liquid media. By contrast, different accumulation profiles appeared in the hairy root lines. HPLC analysis revealed the presence of nine possible related compounds, including shikonins, and acetylshikonin was the most abundant shikonin derivative. The content of acetylshikonin in the 1/2B5 medium (36.25 mg/L on average) was twofold of that in the M9 medium. Our results showed that the hairy root cultures of E. plantagineum can be used in enhancing the production of potential pharmaceutical compounds, such as acetylshikonin.Potyvirus species associated with yellow leaf stripe disease of Indian narcissus (Narcissus tazetta L.) var. Paperwhite has been studied by sequence analyses of ~ 1.5 kb genomic fragments obtained from seven RT-PCR amplifications of infected samples. Sequence analysis revealed the occurrence of three potyvirus species cyrtanthus elatus virus-A (CEVA KF430815, KF430816, KM066973, KM066974); narcissus yellow stripe virus (NYSV KM066972, JQ686724) and narcissus degeneration virus (NDV MK572806). The existence of three potyvirus species CEVA, NYSV and NDV are being reported in Indian narcissus.Staphylococcus aureus and Staphylococcus lugdunensis are often associated with pathogenic biofilms ranging from superficial mucosal to life-threatening systemic infections. Recent studies have reported that chelerythrine (CHE) displays antimicrobial activities against a few microorganisms, but its effects on dual-species biofilms of S. aureus and S. lugdunensis have never been reported. The purpose of this study was to investigate how dual-species biofilms of S. aureus and S. lugdunensis respond when challenged with CHE. Minimum inhibitory concentration (MIC) of CHE against planktic cells in dual-species culture was 8 μg/mL. CHE also suppressed dual-species biofilm formation at minimal biofilm inhibitory concentration (MBIC90, 4 μg/mL). Further, confocal laser scanning microscope (CLSM) using five fluorescent dyes revealed the dose-dependent reduction of the levels of three key biofilm matrix components, and reduced tolerance to gatifloxacin, of biofilms exposed to CHE. Moreover, CHE efficiently eradicated preformed dual-species biofilms at minimal biofilm eradication concentration (MBEC, 256 μg/mL). Hence, CHE has the potential to address biofilm infections of clinical course and other biofilm-related diseases caused by S. aureus and S. lugdunensis.The present study was conducted to determine efficiency of green tissue-specific (pRCA) and stress-inducible promoters (pRD29A) to express E. coli beta-glucuronidase (gusA) gene in transgenic potatoes compared with constitutive promoter (35S CaMV). The promoter fragments were isolated from their original source and cloned upstream to gusA in pCAMBIA-1301 binary vector to develop plant expression constructs, i.e., pRCA-pCAMBIA and pRD29A-pCAMBIA. Agrobacterium strain GV2260 harboring recombinant plasmids were used to infect leaf discs and internodal explant of Lady Olympia cultivar. GUS histochemical analysis was performed at different stages to determine GUS activity in transgenic plants. To determine activity of stress-inducible promoter (pRD29A), transgenic plants were exposed to heat, drought and combination of both heat and drought stress. The real time (RT-qPCR) and GUS florimetric assays revealed that pRD29A promoter gets more activated under drought, heat and combination of both stresses. GUS expression levels were more than 10 folds high with pRD29A promoter compared to control. STZ Antineoplastic and Immunosuppressive Antibiotics inhibitor Likewise, the reduced transcripts levels of gusA gene under control of pRCA promoter were found in tuber/roots of transgenic plants compared to 35S promoter. GUS florimetric assays also showed decreased or no GUS expression in tubers. In conclusion, the results encourage the appropriate use of promoters to drive the expression of foreign gene(s) for the development of potato lines tolerant to biotic and abiotic stress while minimizing the risks of transgenic technology in potatoes.Today, the role of nanotechnology in human life is undeniable as a broad range of industries, particularly food and medicine sectors, have been dramatically influenced. Nanomaterials can contribute to food safety by forming new nano-sized ingredients with modified physicochemical characteristics. Nanotechnologies can inhibit the growth of food spoilage microorganisms by recruiting novel and unique agents that are involved in removal of microbes from foods or prevent adhesion of microbial cells to food surfaces. Hence, nanotechnology could be considered as a high-potential tool in food packaging, safety, and preservation. Moreover, the prevention of biofilm formation by disturbing the attachment of bacteria to the food surface is another useful nanotechnological approach. Recently, nanoparticle-based biosensors have been designed and developed to detect the food-borne pathogens and hazardous substances through complicated mechanisms. During the past half-century, many methods such as freeze-drying and spray drying have been employed for increasing the viability in food industries; however, the other novel approaches such as encapsulation methods have also been developed.