Diabetes mellitus is associated with carbohydrate, lipid and protein metabolism abnormalities. Uncontrolled hyperglycaemia can result in dysfunction of various organs such as eyes, kidneys, nerves, and heart and blood vessels leading to long-term complications like nephropathy, neuropathy, retinopathy, stroke and ischaemia. The main objective of the study was to identify critical factors in Type 2 diabetes mellitus (Type 2 DM) with metabolic syndrome (mets) compared with Type 2 DM without mets and their association in the development of Type 2 DM to Type 2 DM with mets and cardiovascular complications. This can aid in improving the clinical management and the consequences of the disease. The present study was conducted in the Department of Biochemistry, a tertiary care centre in Northern India. All patients who were aged between 35 and 65 years of age were enrolled. Enrolled subjects were divided into three groups, Group I: 50 healthy people; Group II: 50 Type 2 DM without mets; and Group III: 50 Type 2 DM with mets. These patients were subjected to Anthropometric and biochemical parameter assessment. On comparing Group III with control and Group II significant difference was observed in these parameters, that is, elevated TGs (P = 0.001), reduced high-density lipoprotein (HDL) level (P = 0.001), elevated high-sensitivity C-reactive protein (hs-CRP) (0.011), high serum insulin fasting (P = 0.010), weight (P = 0.021), waist circumference (P = 0.001) and BMI (P = 0.001). In the control group, head circumference was significantly lower compared to Group II (P = 0.001) and Group III (P = 0.001). On the basis of observed observation, it has been suggested that low enzymatic activity with poor glycaemic control may further progress Type 2 DM into Type 2 DM with metabolic syndrome and cardiovascular complications. High hs-CRP concentration and high fasting insulin can be independent predictor of cardiovascular complications.