The findings of our study support the evidence that DPP-4 and Gal-3 could be considered markers for periodontitis associated with heart failure and diabetes, with DPP-4 being more upregulated in association with diabetes, and Gal-3 with heart failure, motivating further research. Here, LGALS3 is linked to periodontitis.