f Smear microscopy has suboptimal sensitivity, and there is a need to improve its performance since it is commonly used to diagnose tuberculosis (TB). We prospectively evaluated the diagnostic accuracy of the small membrane filtration (SMF) method, an approach that uses a vacuum manifold and is designed to concentrate bacilli onto a filter that can be examined microscopically. We enrolled hospitalized adults suspected to have pulmonary TB in Kampala, Uganda. We obtained a clinical history and three spontaneously expectorated sputum specimens for smear microscopy (direct, concentrated, and SMF), MGIT T uberculosis (TB) remains a major global health problem (1). Despite the recent development of new diagnostic modalities (2), in much of the world, the diagnosis of pulmonary TB continues to rely on microscopic examination of stained sputum smears. Acid-fast bacillus (AFB) smear microscopy is inexpensive and rapid, has high positive predictive value in areas of high TB prevalence, and identifies the most infectious subset of TB patients (3). However, despite its widespread use, the sensitivity of routine smear microscopy ranges from 20% to 75% and its performance is highly dependent on the number of bacilli in the specimen (4, 5). The sensitivity of smear microscopy is notably poor in populations with a high burden of TB and under conditions that lead to a low mycobacterial burden in clinical specimens, such as in children, patients with HIV/AIDS-associated TB, early TB disease, or pleural or meningeal TB (2, 4). Overall, the suboptimal sensitivity of smear microscopy results in delays in diagnosis with consequent disease progression, poor outcomes, and uninterrupted transmission of M. tuberculosis (6).Concentration of bacilli is a strategy to increase the sensitivity of sputum AFB smear microscopy. Concentration through centrifugation or gravity sedimentation results in modest (5 to 10%) gains in sensitivity (3), but centrifugation carries a risk of aerosol generation and requires equipment, while gravity sedimentation increases the specimen testing time. The small membrane filtration (SMF) method uses a vacuum manifold to concentrate bacilli present in a clinical sample onto a small membrane that can subsequently be stained and examined microscopically for AFB. By increasing the concentration of bacilli in the microscopic field, the SMF method may increase the sensitivity of smear microscopy. The SMF method reduces biohazard potential through the use of bleach (sodium hypochlorite), which kills M. tuberculosis bacilli (7), and a sealed processing system that limits sample manipulation, and thus, the method might be amenable for use in the existing global network of facilities that already use smear microscopy. Two prior studies using earlier, more rudimentary (full manual operation) versions of the vacuum manifold showed promising results for both and HIV-infected (9) patients, but the processing failure rates were high, since 5 to 20% of samples failed to fully filter through the membrane.This study prospectiv...