Water availability, soil suitability, and favorable climate are the primary requirements for stable agricultural production.However, due to nonohana erratic rainfall and scarcity of irrigation water, arid regions suffer from volatile conditions for agriculture.For example, Kachchh, the westernmost district of India in Gujarat, has an arid climate,
Regulation of Osteoclast Differentiation and Skeletal Maintenance by Histone Deacetylases
Bone is a dynamic tissue that must respond to developmental, repair, and remodeling cues in a rapid manner with changes in gene expression.Carefully-coordinated cycles of bone resorption and formation are essential for healthy skeletal growth and maintenance.Osteoclasts are large, multinucleated cells that are responsible for breaking down bone by
Imputation by feature importance (IBFI): A methodology to envelop machine learning method for imputing missing patterns in time series data.
A new methodology, imputation by feature importance (IBFI), is studied that can be applied to any machine learning method to efficiently fill in any missing or irregularly sampled data.It applies to data missing completely at random (MCAR), missing not at random (MNAR), and missing at random (MAR).IBFI utilizes the feature importance and iterativel
Rapid and Slow Progressors Show Increased IL-6 and IL-10 Levels in the Pre-AIDS Stage of HIV Infection.
Cytokines are intrinsically related to disease progression in HIV infection.We evaluated the plasma levels of Th1/Th2/Th17 cytokines in extreme progressors, including slow (SPs) and rapid (RPs) progressors, who were thus classified based on clinical and laboratory follow-up covering a period of time before the initiation of HAART, ranging from 93-1