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https://www.selleckchem.com/products/Metformin-hydrochloride(Glucophage).html Second-generation bioethanol is a sustainable energy source that can be produced from different renewable materials. However, there is a challenge we must overcome to significantly enhance bioethanol production the hydrolysis of lignocellulosic biomass to fermentable sugars. Synergistic enzymes, such as endoglucanases, β-glucosidases, cellobiohydrolases, and, more recently, lytic polysaccharide monooxygenases and cellobiose dehydrogenases have been used with great success to hydrolyze pretreated biomass. Further advances in the field of second-generation bioethanol production will likely depend on an increased understanding of the interactions between enzymes and lignocellulosic substrates, the development of enzyme engineering, and the optimization of enzyme mixtures to enhance cellulose hydrolysis.Esophageal squamous cell carcinoma is the most predominant malignancy of the esophagus. Its histological precursors (dysplasia) emerge in the esophageal epithelium that their progression into the underlying layers leads to cancer. The epithelium is the origin of many solid cancers and, accordingly, the focus of numerous computational models. In this work, we proposed a framework to establish a two-dimensional, globally coupled map to model the epithelium dynamics. The model aims at diagnosing the early stage of dysplasia based on microscopic images of endoscopic biopsies. We used the logistic map as a black-box model for the epithelial cells. By relating between the structure and dynamic of the epithelium, we defined the coupling function and proposed a case-dependent model in which the parameters were adjusted based on fractal geometry of each pathological image. Thus, by assigning different attractors to the cells' behavior, the lattice dynamic was investigated by the Lyapunov exponent. The decreasing pattern of Lyapunov exponent variations across the epithelium thickness had reasonable perfo

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