Epigenetic smoking scores predict lung and urothelial cancer risk
In older Australians, epigenetic smoking scores explained up to 50% of pack-year variance, with mCigarette carrying a 2.18-fold higher lung cancer risk per standard deviation.
International Journal of Cancer
Researchers evaluated six blood DNA methylation-based smoking predictors in middle-aged and older Australians from the Melbourne Collaborative Cohort Study. The team tested the tools across 2,875 participants with a median age of 61 years, assessing accuracy against self-reported pack-years and testing reliability in 364 duplicated samples. They also analyzed associations with cancer incidence in two nested case-control studies containing 332 lung cancer cases and 426 urothelial cancer cases. All six predictors showed intraclass correlation coefficients above 0.9 and distinguished current from never smokers with areas under the curve between 0.94 and 0.98. The tools explained 35% to 50% of the variance in smoking pack-years. Epigenetic scores positively associated with cancer risk. The mCigarette score showed the strongest link to lung cancer (rate ratio 2.18 per standard deviation), while PCPACKYEARS showed the strongest link to urothelial cancer (rate ratio 1.62).
Why it matters
Epigenetic marks record cumulative molecular damage from environmental exposures over a lifetime. These validated DNA methylation predictors provide objective biomarkers that could improve cancer risk stratification beyond self-reported histories alone.
Caveats
The findings come from an observational, nested case-control design within a single Australian cohort. Furthermore, methylation markers were measured in circulating blood rather than in the specific tissues where tumors arose.
The paper
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Julie K. Bassett, Nina Afshar, Melissa C. Southey, Graham G. Giles, Roger Laughlin Milne,The University of Melbourne
International Journal of Cancer · 26 Sep 2026