The subject invention pertains to biomarkers for identifying the source of a cell as a current, former, or never smoker. In certain embodiments, the methylation status at the AHRR locus in the genomic DNA isolated from a cell is determined by pyrosequencing technique using specific primers described herein. Kits containing primers and reagents for carrying out the methods disclosed herein are also provided.