Dynamic gestational week prediction model for pre-eclampsia based on ID3 algorithm

Assessing the relationship between serum vitamin A, C, E, D, and B12 levels and preeclampsia

OBJECTIVE

Micronutrients play an important role in maintaining physiological functions while preventing complications associated with pregnancy. The main aim of this study was to evaluate the possible associations between vitamins A, C, D, E, B12, and preeclampsia using a retrospective analytical approach.

METHODS

This retrospective study enrolled pregnant women who attended routine antenatal checkups between January 2021 and January 2023 at the Obstetrics and Gynecology Hospital of Fudan University. One thousand pregnant women aged 18-50 years whose serum vitamin assessments were conducted during 12-20 weeks of gestation were enrolled. Inclusion criteria: women with preeclampsia, singleton pregnancies, and no previous history of hypertension or preeclampsia. Exclusion criteria: metabolic disorders, multiple pregnancies, and other specified exclusions. Approval of the hospital's ethics committee; all participants gave written informed consent. Demographic data analyzed include age, BMI, and gestational age, showing no significant differences in age span between groups (p > .05).

RESULTS

In the preeclampsia group, the serum level of vitamin A stands at 1.08 ± 0.29 μmol/L, which is lower than the control group of 1.13 ± 0.31 μmol/L (p < .05). Mean serum levels of vitamin C in preeclampsia are 51.81 ± 13.15 μmol/L, which was lower than in the control group, where it was 59.67 ± 16.40 μmol/L (p < .05). The mean serum vitamin B12 level in preeclampsia is 158.28 ± 46.77 pmol/L, lower than the 165.61 ± 40.99 pmol in the control group (p < .05). The two groups had no significant difference in serum vitamin E and vitamin D levels (p > .05).

CONCLUSION

Serum vitamins A, C, and B12 at 12 to 20 weeks of pregnancy might be important predisposing factors for preeclampsia. They can be used as indicators of preeclampsia severity and offer clinical detection even before the patient presents with symptoms.

Hypertensive Disorders in Pregnancy: Global Burden From 1990 to 2019, Current Research Hotspots and Emerging Trends

Hypertensive disorders in pregnancy (HDP) constitute a worldwide health problem for pregnant women and their infants. This study provided HDP burden over 1990 to 2019 by region and age distribution, and predicted changes in related values for the next 25 years. We then conducted an econometric analysis of the author distribution, collaborative networks, keyword burst clustering, and spatio-temporal analysis of HDP-related publications from 2012 to 2022 to access current scientific developments and hotspots. The number of pregnant women with HDP has been increasing over the past 30 years, with regional and age-stratified differences in the burden of disease. Additionally, projections suggest an increase of deaths due to maternal HDP among adolescents younger than 20 years. Current research is mostly centered on pre-eclampsia, with hot keywords including trophoblast, immune tolerance, frozen-thawed embryo transfer, aspirin, gestational diabetes association, and biomarkers. Researches on the pathological mechanism, classification, and subtypes of HDP need to be further advanced.