Is there a causal association between gestational diabetes mellitus and immune mediators? A bidirectional Mendelian randomization analysis

Front Endocrinol (Lausanne). 2024 Apr 19:15:1358144. doi: 10.3389/fendo.2024.1358144. eCollection 2024.

Abstract

Background: Diabetes that only appears or is diagnosed during pregnancy is referred to as gestational diabetes mellitus (GDM). The maternal physiological immune profile is essential for a positive pregnancy outcome. However, the causal relationship between GDM and immunophenotypes is not fully defined.

Methods: Based on the high-density genetic variation data at the genome-wide level, we evaluated the logical associations between 731 specific immune mediators and GDM using bidirectional Mendelian randomization (MR). The inverse variance weighted (IVW) was the main method employed for MR analysis. We performed multiple methods to verify the robustness and dependability of the MR results, and sensitivity measures were applied to rule out potential heterogeneity and horizontal pleiotropy.

Results: A substantial causal association between several immune mediators and GDM was detected. After FDR testing, HLA DR++ monocyte %leukocyte and HLA DR on plasmacytoid DC were shown to increase the risk of GDM; in contrast, CD127 on CD28+ CD45RA+ CD8br and CD19 on PB/PC were shown to attenuate the effect of GDM. Moreover, the progression of GDM has been shown to decrease the maternal levels of CD39+ activated Treg AC, CD39+ activated Treg %CD4 Treg, CD39+ resting Treg AC, CD39+ resting Treg %CD4 Treg, and CD39+ CD8BR %T cell.

Conclusions: Our findings support a possible causal association between GDM and various immunophenotypes, thus facilitating the provision of multiple options for preventive recognition as well as for the diagnostic and therapeutic management of GDM in clinical practice.

Keywords: Mendelian randomization; causal inference; genetic variation; gestational diabetes mellitus; immunity.

Publication types

  • Research Support, Non-U.S. Gov't

MeSH terms

  • Diabetes, Gestational* / genetics
  • Diabetes, Gestational* / immunology
  • Female
  • Genome-Wide Association Study
  • Humans
  • Mendelian Randomization Analysis*
  • Pregnancy

Grants and funding

The author(s) declare that financial support was received for the research, authorship, and/or publication of this article. This study was supported by the Research Project of Universities in Anhui Province (2023AH050835), the Research Funds of Joint Research Center for Food Nutrition and Health of IHM (2023SJY02-2), the Natural Science Key Programs for Colleges and Universities in Anhui Province (2022AH050894), the Research and Development of Key Technologies for Intelligent Processing and High Value Utilization of High Quality Tea (2021YFD1601102), as well as the Open Fund of State Key Laboratory of Tea Plant Biology and Utilization (SKLTOF20210101). None of the funders were involved in the study design, data processing and manuscript editing. No additional external funding was received for this study.