We report a rare case of TPE with only evidence of high ADA and negative AFB smear, TB polymerase chain reaction (PCR), and M. tuberculosis culture, highlighting the diagnostic complexity and the need for a high index of suspicion even when conventional tests are inconclusive. Here, ADA is linked to tuberculosis.