ATF3 and cancer: Ultimately, single-cell RNA sequencing (scRNA-seq) were implemented to clarify the role of ATF3 at the cellular level in KIRC.<h4>Results</h4>ATF3 expression was observed to be downregulated in most cancers and was shown to possess diagnostic and prognostic value.