Related variables such as triglycerides, glucose, HbA1c, BMI, WHR, antihypertensives, insulin and hypoglycemic drugs, diabetes, CVD risk, and metabolic syndrome showed similarities in strength of correlation and directionality in the ordination plot, suggesting these associations may be driven by a unifying factor. The gene discussed is INS; the disease is metabolic syndrome.