APOA1 and metabolic syndrome: Ojanen et al. (2021) found that higher ApoB/ApoA ratios and glycoprotein acetyls (GlycAs) were strong predictors of metabolic syndrome, whereas higher large high-density lipoprotein phospholipids (L-HDL-PLs) were protective, showing a negative association with MetS [20].