For example, one prior study identified Prenylcysteine oxidase 1 (PCYOX1), beta-ala-his dipeptidase (CNDP1), and extracellular matrix protein 1 (ECM1) as valuable diagnostic biomarkers associated with the incidence of gestational diabetes [17]. This evidence concerns the gene ECM1 and gestational diabetes.