Exogenous overexpression of target genes in both general and specific cell types is important for mechanistic studies of gene function. Here, we provide a step-by-step protocol for cell culture, plasmid transfection in HEK293T, and adenoviral infection in C2C12 cells for gene overexpression in vitro, using MG53 as an example. This protocol enables sufficient and efficient gene expression for the downstream functional analysis. For complete details on the use and execution of this protocol, please refer to Jiang et al. (2021).