To identify the tumor suppressor genes (TSG) associated with non-small cell lung cancers (NSCLC), we performed the loss of heterozygosity (LOH) analysis in NSCLC samples from 66 patients. We focused on the novel hot spot region on 15q14-24 with eight polymorphic microsatellite markers. Frequent allelic loss was detected in 33 of 48 informative cases (69%) at D15S984 on 15q23. We defined the fine map on the region and identified the SIN3A gene as a candidate TSG. The SIN3A gene product is a component of the histone deacetylase (HDAC) complex and plays essential roles in early embryonic development and the proliferation and survival of a variety of cells through the repression of diverse signaling pathways. Our expression analysis revealed more frequent down-regulation of the SIN3A mRNA in 19 of 31 cases (61%) of NSCLCs in comparison to those of other flanking genes (16-42%), albeit the correlation of the decreased expression with the LOH did not attain statistic significance. These results suggest that the attenuated function of SIN3A due to a decreased level of expression may result in epigenetic de-regulation of growth-related genes through histone acetylation, which leads to the tumorigenesis of lung cancer cells. To our knowledge, this is the first evidence of the down-regulation of the SIN3A gene in human cancer.