We not only identified a novel set of ISR-related biomarkers—BTG2, DERL3, FOS, HSPA13, and YOD1—but also revealed their potential associations with periodontitis-specific pathological features, such as osteoclast differentiation and the RANKL/OPG signaling pathway. This evidence concerns the gene YOD1 and periodontitis.