Bayes Conditional Probability-Based Causation Analysis between Gestational Diabetes Mellitus (GDM) and Pregnancy-Induced Hypertension (PIH): A Statistic Case Study in Harbin, China

Author:

Diao Dan1,Diao Fang1,Xiao Bin1,Liu Ning1,Zheng Dan1,Li Fengjuan1,Yang Xu2ORCID

Affiliation:

1. Red Cross Central Hospital (Harbin Obstetrics and Gynecology Hospital Affiliated with Harbin Medical University), Harbin 150001, China

2. School of Civil Engineering, Harbin Institute of Technology, Harbin 150090, China

Abstract

Both gestational diabetes mellitus (GDM) and pregnancy-induced hypertension (PIH) would influence the gestation significantly. However, the causation between these two symptoms remains speculative. 16,404 pregnant women were identified in Harbin, China, in this study. We investigated and evaluated the causal effect of GDM on PIH based on the Bayes conditional probability. The statistical results indicated that PIH might cause GDM, but not vice versa. Also, this case study demonstrated that the decrease temperature might also cause hypertension during pregnancy, and the prevalence rate of GDM increased with age. However, the prevalence of diabetes did not show a remarkable difference in varied areas and ages. This study could provide some essential information that will help to investigate the mechanism for GDM and PIH.

Publisher

Hindawi Limited

Subject

Endocrinology,Endocrinology, Diabetes and Metabolism

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