A 32-year-old woman from Delhi presents with a 3-week history of productive cough, fever, and night sweats. Chest X-ray shows cavitary lesions in the right upper lobe. Sputum smear microscopy is negative for acid-fast bacilli on two occasions. Which is the most appropriate next investigation to confirm Mycobacterium tuberculosis infection?