Using single-cell RNA-sequencing (RNA-seq) datasets from lung adenocarcinoma (LUAD), this study constructed an R-loop scoring model to characterize the R-loop state based on the identified R-loop regulators related to EGFR mutations, tissue origins, and TNM stage. Here, EGFR is linked to lung adenocarcinoma.