Because lung cancer is a multifactorial disease that likely involves multiple SNPs in genes, we assessed a broader spectrum of MUC4 variants individually as alleles and collectively as haplotypes, which may be more powerful than analyzing a single allele or locus. Here, MUC4 is linked to lung cancer.