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The Association Between Serum Magnesium Levels and Gestational Diabetes Mellitus: a Systematic Review and Meta-Analysis

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Observational studies suggest that the potential role of magnesium remains controversial in gestational diabetes mellitus (GDM). This meta-analysis aims to consolidate the available information from observational studies that have focused on the relationship between magnesium levels and GDM. A systematic and comprehensive literature search was conducted in PubMed, Embase, Web of Science, CNKI, and Wanfang databases. Data were extracted independently by two investigators. Standardized mean differences (SMD) and 95% confidence intervals (CIs) were used to summarize the circulating magnesium levels (CI). This meta-analysis included a total of 17 studies involving 2858 participants including 1404 GDM cases and 1454 healthy controls, which showed that magnesium levels were significantly lower in GDM compared to healthy controls (SMD: − 0.35; 95% CI: − 0.62, − 0.07, P = 0.013). Likewise, the same phenomenon was observed in the third trimester (SMD = − 1.07; 95% CI: − 1.84 to − 0.29, P = 0.007). Other subgroup analyses revealed that this trend of decreasing magnesium concentration was only observed in Europeans (SMD = − 0.64; 95% CI: − 0.90, − 0.38, P < 0.0001). This meta-analysis revealed that serum magnesium levels were lower in patients with GDM than in healthy pregnant women, and this discrepancy was most pronounced in European populations and during the third trimester. Nevertheless, current evidence suggests that circulating magnesium deficiency is associated with gestational diabetes; the challenge for the future is to further elucidate the possible benefits of preventing gestational diabetes through magnesium supplementation.
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Biological Trace Element Research (2023) 201:5115–5125
https://doi.org/10.1007/s12011-023-03591-6
The Association Between Serum Magnesium Levels andGestational
Diabetes Mellitus: aSystematic Review andMeta‑Analysis
QianRen1,2,3,4· HongyaWang1,2,3,4· YanZeng1,2,3,4,5,6· XiaozhenTan1,2,3,4,7· XiCheng1,2,3,4· TingtingZhou1,2,3,4·
WeiHuang1,2,3,4· YongXu1,2,3,4
Received: 15 October 2022 / Accepted: 2 February 2023 / Published online: 15 February 2023
© The Author(s), under exclusive licence to Springer Science+Business Media, LLC, part of Springer Nature 2023
Abstract
Observational studies suggest that the potential role of magnesium remains controversial in gestational diabetes mellitus
(GDM). This meta-analysis aims to consolidate the available information from observational studies that have focused on
the relationship between magnesium levels and GDM. A systematic and comprehensive literature search was conducted in
PubMed, Embase, Web of Science, CNKI, and Wanfang databases. Data were extracted independently by two investigators.
Standardized mean differences (SMD) and 95% confidence intervals (CIs) were used to summarize the circulating magne-
sium levels (CI). This meta-analysis included a total of 17 studies involving 2858 participants including 1404 GDM cases
and 1454 healthy controls, which showed that magnesium levels were significantly lower in GDM compared to healthy
controls (SMD: − 0.35; 95% CI: − 0.62, − 0.07, P = 0.013). Likewise, the same phenomenon was observed in the third tri-
mester (SMD = − 1.07; 95% CI: − 1.84 to − 0.29, P = 0.007). Other subgroup analyses revealed that this trend of decreasing
magnesium concentration was only observed in Europeans (SMD = 0.64; 95% CI: − 0.90, 0.38, P < 0.0001). This meta-
analysis revealed that serum magnesium levels were lower in patients with GDM than in healthy pregnant women, and this
discrepancy was most pronounced in European populations and during the third trimester. Nevertheless, current evidence
suggests that circulating magnesium deficiency is associated with gestational diabetes; the challenge for the future is to further
elucidate the possible benefits of preventing gestational diabetes through magnesium supplementation.
Keywords Diabetes mellitus· Gestational diabetes mellitus (GDM)· Pregnancy complications· Magnesium·
Meta-analysis
Introduction
Gestational diabetes mellitus (GDM) refers to variable
degrees of glucose intolerance throughout pregnancy,
and it is estimated to be one of the most common clinical
Qian Ren and Hongya Wang contributed equally to the work as first
authors.
* Wei Huang
huangwei1212520@163.com
* Yong Xu
xywyll@swmu.edu.cn
1 Department ofEndocrinology andMetabolism, The
Affiliated Hospital ofSouthwest Medical University,
Luzhou, Sichuan, China
2 Metabolic Vascular Disease Key Laboratory ofSichuan
Province, Luzhou, Sichuan, China
3 Luzhou Key Laboratory ofCardiovascular andMetabolic
Diseases, The Affiliated Hospital ofSouthwest Medical
University, Luzhou, Sichuan, China
4 Sichuan Clinical Research Center forNephropathy, Luzhou,
Sichuan, China
5 Faculty ofChinese Medicine, Macau University ofScience
andTechnology, Avenida Wai Long, Taipa, China
6 State Key Laboratory ofQuality Research inChinese
Medicine, Macau University ofScience andTechnology,
Avenida Wai Long, Taipa, China
7 Experimental Medicine Center, The Affiliated Hospital
ofSouthwest Medical University, Luzhou, China
Content courtesy of Springer Nature, terms of use apply. Rights reserved.
... The magnesium intake during pregnancy in the present cohort was also associated with increased GDM risk. The results of a recent meta-analysis showed that magnesium levels were lower in GDM pregnancies, but this association was more pronounced during the third trimester of pregnancy and observed in case-control studies, while, in crosssectional studies, there was no such association identified, highlighting the need for a prospective research design to evaluate this relationship [36]. ...
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Understanding how maternal micronutrient intake and dietary habits impact gestational diabetes mellitus (GDM) is crucial. Data from 797 pregnant women were prospectively analyzed to assess GDM status with the oral glucose tolerance test (OGTT). Nutritional intake was evaluated using a validated food frequency questionnaire (FFQ) across two periods: Period A, covering 6 months before pregnancy, and Period B, from pregnancy onset to mid-gestation (24 weeks). Micronutrient intakes were compared against the European Food Safety Authority (EFSA) dietary reference values (DRVs) and were used to estimate the mean adequacy ratio (MAR) to assess dietary adequacy. GDM was diagnosed in 14.7% (n = 117) of women with the characteristics of a higher mean maternal age (MA) and pre-pregnancy body mass index (BMI). Out of the 13 vitamins assessed, biotin, folate, niacin, and pantothenic acid were found significantly higher in the GDM group, as did iron, magnesium, manganese, phosphorus, and zinc from the 10 minerals. The results were influenced by the timing of the assessment. Importantly, MAR was higher during pregnancy and was found to increase the risk of GDM by 1% (95%CI: 1, 1.02). A sensitivity analysis revealed that reducing MAR significantly raised the GDM risk by 68% (95%CI: 1.02, 2.79). No association was revealed between adherence to the Mediterranean diet (MD) and GDM risk. These findings highlight areas for further investigation into whether dietary modifications involving these specific micronutrients could effectively influence GDM outcomes.
... Previous studies showed that changes in some blood trace elements concentrations may be related to the odds of GDM (McKeating et al. 2019). It has been shown that compared to those without GDM during pregnancy, women with GDM are associated with lower blood levels of selenium (Xu et al. 2022), magnesium (Ren et al. 2023), zinc (Fan et al. 2021), but higher blood levels of iron (Yang et al. 2022) and copper (Lian et al. 2021). Besides these trace elements, a change in blood manganese (Mn) has also been observed in patients with diabetes. ...
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Background Previous studies evaluating the relationship between blood manganese (Mn) level and gestational diabetes mellitus (GDM) in pregnant women showed inconsistent results. A systematic review and meta-analysis was therefore performed to investigate the above association. Methods Relevant observational studies were obtained by search of electronic databases including Medline, Embase, Cochrane Library and Web of Science from database inception to 10 March 2023. Two authors independently performed database search, literature identification and data extraction. A randomised-effects model was selected to pool the data by incorporating the influence of potential heterogeneity. Subgroup analysis was performed to evaluate the influence of study characteristics on the results of the meta-analysis. Results Six datasets from five observational studies, involving 91,249 pregnant women were included in the meta-analysis. Among the participants, 3597 (3.9%) were diagnosed as GDM. Overall, pooled results showed that a high blood level of Mn was associated with a higher risk of GDM (compared between women with highest versus lowest category blood Mn, odds ratio: 1.31, 95% confidence interval: 1.19–1.44, p < .001) with no significant heterogeneity (p for Cochrane Q-test = 0.93, I² = 0%). Subgroup analyses according to study design, mean maternal age, matrix or methods for measuring blood Mn, and the incidence of GDM also showed consistent results (p for subgroup difference all >.05). Conclusions Results of the meta-analysis suggest that a high blood Mn level may be a risk factor of GDM in pregnant women. Studies are needed to determine the underlying mechanisms, and to investigate if the relationship between blood Mn level and GDM is dose-dependent.
... In women with GDM, there is evidence that magnesium participates in glucose metabolism inverse relationship between low magnesium intake and glucose metabolism [7]. A recent meta-analysis confirmed magnesium levels are lower in GDM cases than in control pregnant women [8]. Ambient air pollution exposure during the preconception period and the first half of pregnancy is associated with GDM risk [9]. ...
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AimsGestational diabetes mellitus (GDM) diagnosed during the first trimester of pregnancy is called ‘early pregnancy Gestational Diabetes Mellitus’ (eGDM). The burden of eGDM has only been studied sporadically. This review aims to understand the global burden of eGDM in terms of prevalence, risk factors, pregnancy outcomes, treatment and postpartum dysglycemia. MethodsA review of epidemiologic studies reporting on early GDM screening as per Joanna Briggs Institute (JBI) methodology for prevalence reviews was conducted. A customized search strategy was used to search electronic databases namely, PubMed, CINAHL, EMBASE, Cochrane Library, Scopus, MEDLINE, Ovid, ScienceDirect, and Google Scholar. Three independent reviewers reviewed studies using Covidence software. Observational studies irrespective of study design and regardless of diagnostic criteria were included. Quality of evidence was appraised, and findings were synthesized.ResultsOf 58 included studies, 41 reported a prevalence of eGDM, ranging from 0.7 to 36.8%. Body mass index (BMI), previous history of GDM, family history of diabetes and multiparity were reported as eGDM risk factors. Adverse pregnancy outcomes associated with eGDM were macrosomia, caesarean delivery, induction of labour, hypertension, preterm delivery, and shoulder dystocia. The incidence of postpartum dysglycemia and the need for insulin was higher in women with eGDM. The risk of bias was moderate. Heterogeneity of studies is a limitation. Meta-analysis was not performed.Conclusions There is heterogeneity in the prevalence of eGDM and intrapartum and postpartum ill effects for the mother and the offspring. There is a need to develop a universal screening protocol for eGDM.
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Purpose We investigated the impacts of plasma levels of magnesium (Mg), zinc (Zn), calcium (Ca), iron (Fe), copper (Cu), selenium (Se), and chromium (Cr) on GDM risk and the potential mediation effect of blood glucose levels on the relationship between trace elements and GDM risk. Methods This nested case-control study was based on data from a birth cohort study conducted in Wuhan, China in 2013-2016. A total of 305 GDM cases and 305 individually-matched controls were included in the study. Conditional logistic regression models were used to estimate the associations between plasma trace element concentrations and GDM risk. A mediation analysis was conducted to explore whether blood glucose levels act as a mediator between trace element levels and GDM risk. Results An IQR increment in plasma levels of Fe and Cu was associated with a significant increase in GDM risk [OR = 2.04 (95% CI 1.62, 2.57) and OR = 1.52 (95% CI 1.25, 1.82)], respectively. On the other hand, an IQR increment in plasma levels of Zn and Ca was associated with a significant decrease in GDM risk [OR = 0.55 (95% CI 0.43, 0.71) and OR = 0.72 (95% CI 0.56, 0.92)], respectively. The mediation analysis showed significant mediation of the association between Cu and GDM risk via the FBG (%mediated: 19.27%), 1 h-PBG (12.64%), 2h-PBG (28.44%) pathways. Conclusions Plasma levels of Zn and Ca were negatively associated with GDM risk, while Fe and Cu were positively associated. Blood glucose levels act as a mediator between plasma trace element exposures and GDM risk.