129Xe apparent diffusion coefficient (ADC) MRI offers an alternative to 3He ADC MRI, given its greater availability and lower cost. To demonstrate the feasibility of HP 129Xe ADC MRI, we present results from healthy volunteers (HV), chronic obstructive pulmonary disease (COPD) subjects, and age-matched healthy controls (AMC). The mean parenchymal ADC was 0.036±0.003 cm2/s for HV, 0.043±0.006 cm2/s for AMC, and 0.056±0.008 cm2/s for COPD subjects with emphysema. In healthy individuals, but not the COPD group, ADC decreased significantly in the anterior-posterior direction by ~22% (p = 0.006, AMC; 0.0059, HV), likely due to gravity-induced tissue compression. The COPD group exhibited a significantly larger superior-inferior ADC reduction (~28%) than the healthy groups (~24%) (p = 0.00018 HV; p = 3.45×10-5 AMC), consistent with smoking-related tissue destruction in the superior lung. Superior-inferior gradients in healthy subjects may result from regional differences in xenon concentration. ADC was significantly correlated with pulmonary function tests (FEV1, r=-0.77, p=0.0002; FEV1/FVC, r=-0.78, p=0.0002; DLCO/VA, r=-0.77, p=0.0002), and in healthy groups, increased with age by 0.0002 cm2/s/yr (r=0.56, p=0.02). This study shows 129Xe ADC MRI is clinically feasible, sufficiently sensitive to distinguish HV from subjects with emphysema, and detects age and posture-dependent changes.