Similarly, the findings on the potential link between high PTH levels and an increased prevalence of abnormal depression scores in hemodialysis patients align with existing research associating excess PTH with neuropsychiatric disturbances [5]. The gene discussed is PTH; the disease is depressive symptom measurement.