https://www.selleckchem.com/products/Semagacestat(LY450139).html High concentrate (HC) diet-induced oxidative stress causes gut epithelial damages associated with apoptosis. Selenium (Se) being an integral component of glutathione peroxidase (GSH-Px) plays an important role in antioxidant defense system. Therefore, increasing dietary Se level would alleviate HC diet-induced injuries in gut mucosa. The present study investigated eighteen cross-bred goats, randomly divided into three groups (nā€‰=ā€‰6/group) fed either low concentrate (LC, roughage concentrate ratio 6535), high concentrate (HC, 3565) or HC plus Se (HC-SY) diets for 10 weeks. Se was supplemented at the dose rate of 0.5mg Se kg diet in the form of selenium yeast. The background Se level in HC and LC diets were 0.15 and 0.035mg.kg diet, respectively. The Se at the dose of 0.115mg.kg diet was added in LC diet to make its concentration equivalent to HC diet and with the supplementation of 0.5mg Se kg , the goats in group HC-SY received total Se by 0.65mg.kg diet. The molar concentrations of individual anoptotic genes in colonic epithelium. Our data suggest that supranutritional level of Se attenuates HC diet-induced oxidative stress and apoptosis and thereby minimizes the epithelial injury in colon of goats. Our data suggest that supranutritional level of Se attenuates HC diet-induced oxidative stress and apoptosis and thereby minimizes the epithelial injury in colon of goats. Classifying and mapping vegetation are crucial tasks in environmental science and natural resource management. However, these tasks are difficult because conventional methods such as field surveys are highly labor-intensive. Identification of target objects from visual data using computer techniques is one of the most promising techniques to reduce the costs and labor for vegetation mapping. Although deep learning and convolutional neural networks (CNNs) have become a new solution for image recognition and classification recently, in gen