Abstract Background Cardiovascular diseases (CVDs) are one of the significant public health concerns worldwide. Understanding the relationship between Body Mass Index (BMI), Waist Circumference (WC), Waist-to-Hip Ratio (WHR) and uric acid levels are important in assessing cardiovascular risk. This study aimed to investigate the associations of BMI, WHR, WC and several biochemical parameters including uric acid levels with cardiovascular disease in patients from Faisalabad, Pakistan.