Prediction of Gestational Diabetes Mellitus in the First Trimester of Pregnancy Based on Maternal Variables and Pregnancy Biomarkers

Gestational diabetes mellitus (GDM) is a significant health concern with adverse outcomes for both pregnant women and their offspring. Recognizing the need for early intervention, this study aimed to develop an early prediction model for GDM risk assessment during the first trimester. Utilizing a prospective cohort of 4917 pregnant women from the Third Department of Obstetrics and Gynecology, Aristotle University of Thessaloniki, Greece, the study sought to combine maternal characteristics, obstetric and medical history, and early pregnancy-specific biomarker concentrations into a predictive tool. The primary objective was to create a series of predictive models that could accurately identify women at high risk for developing GDM, thereby facilitating early and targeted interventions. To this end, maternal age, body mass index (BMI), obstetric and medical history, and biomarker concentrations were analyzed and incorporated into five distinct prediction models. The study's findings revealed that the models varied in effectiveness, with the most comprehensive model combining maternal characteristics, obstetric and medical history, and biomarkers showing the highest potential for early GDM prediction. The current research provides a foundation for future studies to refine and expand upon the predictive models, aiming for even earlier and more accurate detection methods.

Effectiveness of sublingual use of 400 mcg prostaglandin E1 for first trimester surgical abortion according to parity: a retrospective study

AIM

The aim of this paper was to evaluate the effectiveness of sublingual use of misoprostol in women undergoing first trimester surgical abortion. Special consideration was given in a sub-group analysis according to parity.

METHODS

A retrospective study was conducted, enrolling patients during 2006-2009. Pregnancies less than 12 weeks of gestation were exclusively included. Our sample was divided in: group 1, in which we included women who had received 400 mcg of misoprostol sublingually two hours before surgical abortion and group 2, with no use of misoprostol. Cervical dilatation and estimated blood loss (EBL) were compared between the two groups. Moreover, a sub-group analysis of the former parameters was made separately in nulliparous and multiparous women.

RESULTS

Out of 79 patients included, 48 (60.75%) received misoprostol, while 31 (39.25%) did not. Cervical dilatation was significantly higher in group 1 (6.4±2.1 mm vs. 4.7±1.7 mm in group 2, P=0.001), while EBL was significantly lower in the same group (105.0±22.1 mL vs. 120.3±24.2 mL for group 2, P=0.005). Concerning the sub-analysis, cervical dilatation was significantly increased and EBL was significantly lower in multiparous receiving misoprostol comparing with those who did not (P=0.001 and P=0.002, respectively). However, the same parameters did not differ significantly between the two sub-groups of nulliparous women.

CONCLUSION

Sublingual administration of 400mcg misoprostol is effective concerning cervical ripening and EBL in women undergoing first trimester surgical abortion. According to the results of the present clinical trial prostaglandin E1 is more effective in multiparous group of women.