“…First, peripheral blood and urine samples were drawn before diagnosis and used to identify biomarkers for early prediction [ 27 , 32 , 37 , 38 , 42 , 47 ]. Second, peripheral blood and urine exosome samples were also drawn at the same time with diagnosis and used to identify biomarkers for precision diagnosis or classification [ 29 , 31 , 41 , 45 ]. Third, placental tissues, umbilical blood, omental adipose tissues, abdominus skeletal muscle tissue, and colostrum whey were obtained during or after delivery and used to identify markers for the pathogenesis of GDM or fetal outcomes [ 28 , 30 , 33 – 36 , 39 , 40 , 43 , 44 , 46 ].…”