This review discusses recent experimental and clinical evidence on the mechanisms and implications of maladaptive hematopoiesis-due to trained myelopoiesis or CHIP--in periodontitis and associated inflammatory comorbidities. The gene discussed is STUB1; the disease is periodontitis.