The classification of the MDs is mostly generic in nature. The application of the MDs in QSP/AR also has a generic link. Experimental MDs are more suitable in correlation analysis than the theoretical ones but are more expensive for generation. In advent of sophisticated computational tools and experimental design proliferation of MDs is inevitable, but for a highly optimized MD, studies on generation of MD is an unending process.

The present investigation was carried out to assess the erythrocytic oxidative stress indices such as lipid peroxides level and activities of antioxidant enzymes such as superoxide dismutase and catalase, and some hematological parameters after treatment of subclinically ketotic lactating cows with antioxidants, vitamin E and selenium, incorporated in conventional treatment regimen. The study was carried out using lactating cows reared in small dairy herds in and around Bhubaneswar. Out of 250 urine samples examined, 42 cows were diagnosed positive for subclinical ketosis with an overall incidence of 16.8%. Blood samples were collected on day 0 (before treatment) and treatment was initiated on day 1 and the second sampling was carried out on day 7. The hematological parameters improved significantly following treatment as compared to pre-treatment level (day 0). A significant (P < 0.05) improvement was observed on day 7 with respect to hemoglobin level (8.66 +/- 0.23 vs. 9.12 +/- 0.14 gm/dl) and packed cell volume (29.7 +/- 0.56 vs. 31.1 +/- 0.50%) in the group given routine treatment along with antioxidants. The comparison of mean lipid peroxides level before (day 0) and after treatment (day 7) revealed a significant difference in group I (routine treatment, P < 0.05) and group II (routine treatment plus antioxidants, P < 0.01). The maximum reduction in SOD activity was recorded in group II animals after treatment with conventional regimes along with supplemented antioxidants (1.29 +/- 0.08 against 1.89 +/- 0.15 units/ mg of Hb, P < 0.01). The mean value of SOD activity recorded in group III animals kept as non-treated positive control (PC) on day 7 (2.59 +/- 0.14 units/mg of Hb) was significantly (P < 0.05) higher than the mean level recorded on day 0 (1.91 +/- 0.31 units/mg of Hb). An almost similar trend was observed in erythrocytic catalase activity where there was a significant (P < 0.05) reduction in catalase activity in the group II (RT+A) but there was no significant increase in catalase activity in non-treated positive control (PC) animals.

Eighteen physio-biochemical traits influencing seed vigour were studied for their association with molecular markers using a mini core set constituted from 120 germplasm lines. High genetic variation was detected in the parameters namely chlrophyll a, Chlrophyll b, total chlorophyll, carotenoids, total anthocyanin content, gamma-oryzanols, total phenolics content, superoxide dismutase, catalase, guaicol peroxidase, total soluble sugar, total protein, seed vigour index -I and seed vigour index -II. Strong positive correlation of seed vigour index II was observed with amylose content, total anthocyanin content, catalase, total phenolic content and total flavonoid content while a negative association was observed for gammaoryzanol content. High gene diversity (0.7169) and informative markers value (0.6789) were estimated from the investigation. Three genetic structure groups were observed in the panel population and genotypes were grouped in the subpopulations based on the seed vigour trait. Differences in the fixation indices of the three sub populations indicated existence of linkage disequilibrium in the studied panel population. Association of the traits namely total flavonoids, superoxide dismutase, catalase, chlorophyll a, Chlorophyll b, total chlorophyll, carotenoids, starch, amylose, total anthocyanin, gamma-oryzanol, total phenolics with the molecular markers were detected by Generalized Linear Model and Mixed Linear Model showing [ 0.10 R 2 value. Association of the trait, total flavonoids with marker RM7364 located on chromosome 8 reported in earlier study was validated in this investigation. The validated markers and the novel markers detected showing higher R 2 value will be useful for improvement of seed vigour in rice.

Nanocomposites were prepared by blending soy protein isolate with different percentage of MMT by melt extrusion technique. The nanocomposites were characterized by using, XRD, TEM, SEM and TGA methods. The XRD studies indicated the absence of diffraction peaks for the bio-nanocomposites. From the TEM studies it was ascertained that the degree of exfoliation increased with increase in MMT content. The morphology of the nanocomposites was ascertained from the SEM studies. The degradation pattern of the nano-composites was evaluated from the TG analysis. The drug delivery system of the nanocmposites was investigated by blending the nanocomposites with ofloxacin at different pH media. The various kinetic parameters were evaluated and the mechanism of drug delivery has been postulated based on the kinetic data

Severe acute respiratory syndrome coronavirus-2 (SARS-CoV-2), is a highly transmissible virus causing the ongoing global pandemic, COVID-19. Evidence suggests that viral and host microRNAs play pivotal roles in progression of such infections. The decisive impact of viral miRNAs and their putative targets in modulating the transcriptomic profile of its host, however remains unexplored. We hypothesized that the SARS-CoV-2 derived miRNAs can potentially play a contributory role in its pathogenicity and aid in its survival. A series of computational tools predicted 34 SARS-CoV-2 encoded miRNAs and their putative targets in the host. Immune and apoptotic pathways were identified as most enriched pathways. Further investigation using a dataset of SARS-CoV-2 infected cells (available from public repository- GSE150392) revealed that 46 genes related to immune and apoptosis-related functions were deregulated. Of these 46 genes, 42 genes were identified to be significantly up-regulated and 4 genes were down-regulated . In silico analysis revealed all of the these significantly down-regulated genes to be putative targets of 9 out of 34 of our predicted viral miRNAs. Overall, 123 out of 324 genes that are differentially regulated in SARS-CoV2 infected cells, and also identified as putative targets of viral miRNAs, were found to be significantly down-regulated. KEGG pathway analysis using these genes revealed p53 signaling as the most enriched pathway – a pathway that is known to influence immune responses. This study thus provides the theoretical foundation for the underlying molecular mechanisms involved in progression of viral pathogenesis.