Only for MTHFD1 in the rs2236225 locus did we observe higher frequency of the A allele in women with cancers—0.420% vs. 0.346% in controls (OR: 1.369; 95% CI: 1.04–1.80; p = 0.023, pcorr = 0.071). This evidence concerns the gene MTHFD1 and cancer.