BDNF and Obesity: Thus, in addition to examining the relationship between total daily water intake and adiposity risk accounting for timing of drinking and perceived water temperature, we also explored whether genetic predisposition to obesity as defined by FTO rs9939609, MC4R rs17782313, BDNF rs6265 modifies the relationship.