For instance, an observational study by Jennifer C. Melvin et al., involving 1,824 Swedish women diagnosed with BC, reported a modest positive association between serum glucose and the ApoB/ApoA-1 ratio with BC severity (Melvin et al., 2017). Here, APOB is linked to breast cancer.