Pulmonary nocardiosis (PN) is an infrequent but severe infection that is found most commonly in immunocompromised patients. A correct diagnosis based on clinical and radiological features is difficult, since they are nonspecific. Combined PN and Mycobacterium tuberculosis (MTB) infection is even rarer. We report an unusual case of a patient with nephrotic syndrome who had received corticosteroid therapy and presented with multiple cavitary pulmonary nodules. Pus and sputum cultures yielded trimethoprim-sulfamethoxazole (TMP-SMX)-resistant Nocardia asteroides. Multidrug-resistant (MDR) MTB was formally reported 4 weeks later. The patient was finally treated with second-line anti-tuberculosis drugs.