Additionally, previous studies have shown that impaired expression of the GPX4 gene in the PBMCs of breast cancer patients serves as a biomarker for an increased risk of breast cancer (Bermano et al., 2010), further suggesting the association between GPX4 expression in PBMCs and disease. The gene discussed is GPX4; the disease is breast cancer.