The purpose of the study was to investigate and differentiate the health-related factors associated with smokers’ TF and metabolic syndromes TF, and to analyze and differentiate the related epigenetic (COL-I and COL-II) genes and inflammatory (TNF-α) gene among all groups. Here, TF is linked to metabolic syndrome.