Further, first‐trimester PAPP‐A screening is routinely conducted for Down syndrome [14], presenting a cost‐effective opportunity for integrating GDM risk stratification into existing prenatal screening protocols, alongside traditional maternal risk factors (e.g., BMI, age, family history). Here, PAPPA is linked to gestational diabetes.