Our study detected an effect for lung cancer in only women group in these two regions, especially rs79942650 from MACROD2 gene which has a risk effect in only smoking women, suggesting that sex plays an important role in lung cancer susceptibility and may interact with smoking behavior in cancer risk. Here, MACROD2 is linked to cancer.