A game theoretic analysis of resource mining in blockchain

Blockchain and cryptocurrency are a hot topic in today’s digital world. In this paper, we create a game theoretic model in continuous time. We consider a dynamic game model of the bitcoin market, where miners or players use mining systems to mine bitcoin by investing electricity into the mining system. Although this work is motivated by BTC, the work presented can be applicable to other mining systems similar to BTC. We propose three concepts of dynamic game theoretic solutions to the model: Social optimum, Nash equilibrium and myopic Nash equilibrium. Using the model that a player represents a single “miner” or a “mining pool”, we develop novel and interesting results for the cryptocurrency world

GENISTEIN ALLEVIATES HIGH GLUCOSE INDUCED TOXICITY AND ANGIOGENESIS IN CULTURED HUMAN RPE CELLS

Objective: Genistein, an iso flavonoid has been shown to possess many biological activities including anti-inflammatory, antioxidant and anti-angiogenic property. It has been shown to be protective in dampening diabetes induced retinal inflammation in vivo. Therefore, the purpose of the present study is to investigate the effect of genistein on glucose induced toxicity in cultured human RPE cells (ARPE-19).Methods: ARPE-19 cells were challenged with normal glucose (NG 5 mM) and high glucose (HG1 25 mM & HG2 50 mM) concentrations with or without genistein (20 µM) for 24 h. The mRNA expression of aldose reductase (ALR) and VEGF was measured by real-time PCR using SYBR green. Inhibitory effects upon ALR activity were performed. The VEGF levels of cell supernatant were estimated by sandwich ELISA. Cellular viability and mitochondrial function upon genistein treatment were assessed using dye exclusion method and MTT assay respectively.Results: Genistein at the studied concentration showed 93% of cell viability and no marked toxicity was observed on cell growth. ARPE-19 cells challenged with HG1 and HG2 showed (2.32) and (2.48) fold increase in ALR expression as compared to NG. Significant increase in VEGF165 expression was observed in ARPE-19 cells with HG1 and HG2 as compared to NG. The genistein treated cells significantly reduced the mRNA expression of both ALR and VEGF165. No significant increase in VEGF level was observed in ARPE-19 cell supernatant with HG1 and HG2 (220.68±5.24 and 228.96±7.19 pg/ml) as compared to NG (220.30±2.04 pg/ml), however, significant reduction was observed in response to treatment with genistein in HG1 and HG2 (155.51±9.33 and 122.85±4.76 pg/ml). Also ALR activity significantly reduced in genistein treated cells when compared with HG1 and HG2 concentrations.Conclusion: The results of the present study clearly demonstrate that genistein protects RPE cells from glucose toxicity. Genistein could be a prospective potent agent for treating complications linked with diabetes mellitus, such as diabetic retinopathy.Â

EPHA2 mutations with oncogenic characteristics in squamous cell lung cancer and malignant pleural mesothelioma.

Squamous cell carcinoma (SCC) and malignant pleural mesothelioma (MPM) are thoracic malignancies with very poor prognosis and limited treatment options. It is an established fact that most of the solid tumors have overexpression of EPHA2 receptor tyrosine kinase. EPHA2 is known to exhibit opposing roles towards cancer progression. It functions in inhibiting cancer survival and migration via a ligand and tyrosine kinase dependent signaling (Y772). Whereas it is known to promote tumor progression and cell migration through a ligand-independent signaling (S897). We analyzed the expression profile and mutational status of the ephrin receptor A2 (EPHA2) in SCC and MPM cell lines and primary patient specimens. The EPHA2 receptor was found to be either overexpressed, mutated or amplified in SCC and MPM. In particular, the EPHA2 mutants A859D and T647M were interesting to explore, A859D Y772 dead mutant exhibited lower levels of phosphorylation at Y772 compared to T647M mutant. Molecular Dynamics simulations studies suggested that differential changes in conformation might form the structural basis for differences in the level of EPHA2 activation. Consequently, A859D mutant cells exhibited increased proliferation as well as cell migration compared to controls and T647M mutant. Kinomics analysis demonstrated that the STAT3 and PDGF pathways were upregulated whereas signaling through CBL was suppressed. Considered together, the present work has uncovered the oncogenic characteristics of EPHA2 mutations in SSC and MPM reinstating the dynamics of different roles of EPHA2 in cancer. This study also suggests that a combination of doxazosin and other EPHA2 inhibitors directed to inhibit the pertinent signaling components may be a novel therapeutic strategy for MPM and Non-small cell lung cancer patients who have either EPHA2 or CBL alterations

Performance assessment of evapotranspiration estimated from different data sources over agricultural landscape in Northern India

Accurate estimation of evapotranspiration is generally constrained due to lack of required hydro-meteorological datasets. This study addresses the performance analysis of Reference Evapotranspiration (ETo) estimated from NASA/POWER, National Center for Environmental Prediction (NCEP) global reanalysis data before and after dynamical downscaling through the Weather Research and Forecasting (WRF) model. The state of the art Hamon’s and Penman-Monteith methods were utilized for the ETo estimation in the Northern India. The performances indices such as Bias, Root Mean Square Error (RMSE) and correlation(r) were calculated, which showed the values 0.242, 0.422 and 0.959 for NCEP data (without downscaling) and 0.230, 0.402,0.969 for the downscaled data respectively. The results indicated that after WRF downscaling, there was some marginal improvement found in the ETo as compared to the without downscaling datasets. However, a better performance was found in the case of NASA/POWER datasets with Bias, RMSE and correlation values of 0.154 0.348 and 0.960 respectively. In overall, the results indicated that the NASA/POWER and WRF downscaled data can be used for ETo estimation, especially in the ungauged areas. However, NASA/POWER is recommended as the ETo calculations are less complicated than those required with NASA/POWER and WRF

Taking stock of 10 years of published research on the ASHA programme: Examining India’s national community health worker programme from a health systems perspective

Background: As India’s accredited social health activist (ASHA) community health worker (CHW) programme enters its second decade, we take stock of the research undertaken and whether it examines the health systems interfaces required to sustain the programme at scale. Methods: We systematically searched three databases for articles on ASHAs published between 2005 and 2016. Articles that met the inclusion criteria underwent analysis using an inductive CHW–health systems interface framework. Results: A total of 122 academic articles were identified (56 quantitative, 29 mixed methods, 28 qualitative, and 9 commentary or synthesis); 44 articles reported on special interventions and 78 on the routine ASHA program. Findings on special interventions were overwhelmingly positive, with few negative or mixed results. In contrast, 55% of articles on the routine ASHA programme showed mixed findings and 23% negative, with few indicating overall positive findings, reflecting broader system constraints. Over half the articles had a health system perspective, including almost all those on general ASHA work, but only a third of those with a health condition focus. The most extensively researched health systems topics were ASHA performance, training and capacity-building, with very little research done on programme financing and reporting, ASHA grievance redressal or peer communication. Research tended to be descriptive, with fewer influence, explanatory or exploratory articles, and no predictive or emancipatory studies. Indian institutions and authors led and partnered on most of the research, wrote all the critical commentaries, and published more studies with negative results. Conclusion: Published work on ASHAs highlights a range of small-scale innovations, but also showcases the challenges faced by a programme at massive scale, situated in the broader health system. As the programme continues to evolve, critical comparative research that constructively feeds back into programme reforms is needed, particularly related to governance, intersectoral linkages, ASHA solidarity, and community capacity to provide support and oversight

Ethnopharmaceutical importance of under-explored plant species Hyptissuaveolens (L.)

Plants store a variety of important secondary metabolites with pharmacognostic and pharmacological implications, some of which have the potential to become super medicines in the future. In-vivo generation of these metabolites is influenced bya number of biotic and abiotic factors resulting in a constant accumulation of various phytochemicals and their derivatives that could be relevant in future medication research and development. There are over 70,000 plant species are employed ethnomedicinally in various ancient medical systems such as Ayurveda, Siddha, and Unani, as well as in Allopathy. The goal of this study is to look into the therapeutic potential of secondary metabolites as well as the probable pharmacological and pharmacognostic significance of the under-explored/underutilized plant Hyptissuaveolens (L.) Poit.Almost all parts of this plant are being employed in conventional drug to treat various diseases. It has been reported that it shows protection against peptic ulcer diseases and has anti-cancerous properties. The leaves of Hyptissuaveolenssecreted essential oil by hydrodistillation have been linked to the genus Hyptis' broad range of biological activity. It contains phytochemicals like alkaloids, tannins, saponins, flavonoids, terpenoids, minerals (like calcium, magnesium, sodium) and metals (like zinc and iron). The ursolic acid found in H. suaveolens can be used as a COVID-19 virus treatment agent. In addition, the ethnobotanical study claims that the beneficial plant has neuroprotective, antioxidant, antibacterial, antidiarrhoeal, anthelmintic, anti-inflammatory, wound healing, insecticidal, antimitotic, anti-proliferative, antisecretory, hepatoprotective, and acaricidal properties. The phytochemicals and extracts obtained from the plant have a great deal of therapeutic promise. As a result, we can use this plant for a variety of purposes

Internet of things based blockchain for temperature monitoring and counterfeit pharmaceutical prevention

The top priority of today’s healthcare system is delivering medicine directly from the manufacturer to end-user. The pharmaceutical supply chain involves some level of commingling of a collection of stakeholders such as distributors, manufacturers, wholesalers, and customers. The biggest challenge associated with this supply chain is temperature monitoring as well as counterfeit drug prevention. Many drugs and vaccines remain viable within a specific range of temperatures. If exposed beyond this temperature range, the medicine no longer works as intended. In this paper, an Internet of Things (IoT) sensor-based blockchain framework is proposed that tracks and traces drugs as they pass slowly through the entire supply chain. On the one hand, these new technologies of blockchain and IoT sensors play an essential role in supply chain management. On the other hand, they also pose new challenges of security for resource-constrained IoT devices and blockchain scalability issues to handle this IoT sensor-based information. In this paper, our primary focus is on improving classic blockchain systems to make it suitable for IoT based supply chain management, and as a secondary focus, applying these new promising technologies to enable a viable smart healthcare ecosystem through a drug supply chain