Abstract: There is provided a method for determining dementia risk factors by a server using deep learning. In this instance, the method for determining dementia risk factors includes acquiring biometric information from each subject corresponding to a first control group through a wearable device, acquiring measurement information for each subject corresponding to the first control group, deriving a first dementia risk factor based on the biometric information and the measurement information for each subject, and deriving a second dementia risk factor related to the first dementia risk factor via deep learning performed based on the biometric information related to the first dementia risk factor and control group information.

Abstract: The present invention provides a method to modify a forage crop to exhibit enhanced animal feed nutrition. The forage crop is genetically modified to provide increased levels of phenolic compounds and polyphenol oxidases. The invention provides methods, compositions, plants, plant cells, seeds, plant parts, processes forage and commodity products with enhanced animal feed nutrition.

Abstract: Water-soluble cellulose derivatives are useful in methods of preventing or treating metabolic syndrome or a symptom or condition associated with the metabolic syndrome in an individual, and in particular for preventing or treating one or more of the symptoms a) hypertension, b) proinflammatory or inflammation state and c) prothrombotic state.

Abstract: A method of reducing the amount of saturated fatty acids capable of being absorbed by an animal body relative to the amount of unsaturated fatty acids capable of being absorbed by an animal body in or from a fat-containing food product comprises the steps of i) identifying a food product comprising one or more saturated fatty acids and one or more unsaturated fatty acids, and ii) incorporating one or more water-soluble cellulose derivatives in the food product or administering one or more water-soluble cellulose derivatives before, during or after the consumption of the food product.

Abstract: Water-soluble cellulose derivatives are useful in methods of preventing or treating metabolic syndrome or a symptom or condition associated with the metabolic syndrome in an individual, and in particular for preventing or treating one or more of the symptoms a) hypertension, b) proinflammatory or inflammation state and c) prothrombotic state.