Research into drug allergies faces several challenges, including the complexity of immune responses and the variability among individuals. Another challenge is the ethical considerations in testing potentially allergenic drugs in humans. Advances in in vitro testing and computational models are helping to overcome some of these hurdles by predicting allergic potential without direct human exposure.