In a study by Faget et al., BC patients overexpressing ICOS had a significantly worse survival in the univariate but not multivariate analysis [46], while certain ICOS gene polymorphisms have also been associated with increased BC susceptibility in Chinese populations [145,146] (Table 1). This evidence concerns the gene ICOS and breast cancer.