Here, we examine the potential consequences for LTR element transcriptional activation in lung squamous cell carcinoma (LUSC) and identify a HERVH-driven isoform of CALB1, the gene encoding the calcium-binding protein calbindin, as a major determinant of cancer cell senescence, protumor inflammation, and patient survival. Here, CALB1 is linked to squamous cell lung carcinoma.