Very close to María Cristina Bridge, following Calle Alfonso VIII, you'll come to Catedral del Buen Pastor (Good Shepherd Cathedral). This neo-Gothic building is noteworthy for its verticality and is particularly impressive when it is illuminated at night. If you have time, you can go in, though its most interesting feature is the facade.
