Therefore, in this study, we have performed molecular docking simulations of aptamers on cardiac disease biomarker protein TNF-α protein to understand the binding mechanism. Based on our research, we have also designed novel aptamers that could be used for TNF-α detection. This research work will help design innovative detection tools for cardiac diseases and help mitigate the global burden of the disease.