The PBMC-isolated from 25 patients with prediabetes (25/28) expressed ALPL, BGLAP, COL1A1, and RUNX2/PPAR and the PBMC-isolated from 15 patients with normoglycemia (15/17) expressed those genes. The gene discussed is COL1A1; the disease is prediabetes syndrome.