We summarized some potential new protein targets associated with obesity that exacerbate influenza infection in respiratory disease, including α/β-hydrolase domain 6, Histone deacetylase 6, G-protein-coupled receptor 4, and so on, which can affect obesity and influenza (Table 1). This evidence concerns the gene GPR4 and obesity due to melanocortin 4 receptor deficiency.