Summary: Background: Disease burden has been used to predict National Institutes of Health (NIH) funding but included diseases with little underlying relationship. Here we focus on cancers to create a more appropriate model to allow for more targeted scrutinization of funding allocation. Methods: An ecological study using NIH funding data (2008–2023) was performed. https://foldlyers.shop/product-category/data-tools/