Abstract
Emerging evidence has shown that magnesium (Mg) was associated with type 2 diabetes while few focused on abnormal glucose metabolism during pregnancy. The study is aimed at investigating the association between longitudinal changes in plasma Mg during pregnancy and subsequent risk of gestational diabetes (GDM) and exploring the possible influence of iron supplementation on the changes of plasma Mg levels. One thousand seven hundred fifty-six pregnant women from Tongji Maternal and Child Health Cohort (TMCHC) were involved. Blood samples were collected at gestational weeks 17.0 ± 0.9 and later 26.2 ± 1.4. Plasma Mg was measured by inductively coupled plasma mass spectrometry (ICP-MS) with decline rates calculated. Information on general characteristics and iron supplementation was collected by questionnaires. Oral glucose tolerance test (OGTT) was conducted at 24–28 gestational weeks to diagnose GDM. Poisson regression with robust error variance was used to estimate relative risks (RR) of GDM. Median concentrations of plasma Mg were 0.69 mmol/L and 0.63 mmol/L respectively at two collections. The prevalence of hypomagnesemia at the first collection was 73% and associated with a 1.59 (95%CI: 1.07, 2.37) fold risk of GDM. Adjusted RRs were 1.74 (95%CI: 1.06, 2.83) and 2.44 (95%CI: 1.54, 3.85) for women with hypomagnesemia and followed more tertile (T2 and T3 vs. T1) of Mg decrement. Iron supplementation above 30 mg/day was found associated with more Mg decrement (25.5% and 27.5% in T2 and T3 vs. 19.5% in T1). In conclusion, hypomagnesemia during pregnancy is prevalent and associated with increased GDM risk, especially in women followed by more plasma Mg decrement during pregnancy. High-dose iron supplementation may involve more plasma Mg decrement.
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The datasets analyzed during the current study are available from the corresponding author on reasonable request.
References
Akhlaghi F, Bagheri SM, Rajabi O (2012) A comparative study of relationship between micronutrients and gestational diabetes. ISRN Obstet Gynecol 470419. https://doi.org/10.5402/2012/470419
American College of Obstetricians and Gynecologists (2018) ACOG Practice Bulletin No. 190: Gestational diabetes mellitus. Obstet Gynecol 131(2):e49–e64. https://doi.org/10.1097/aog.0000000000002501
Arnaud MJ (2008) Update on the assessment of magnesium status. Br J Nutr 99(Suppl 3):S24-36. https://doi.org/10.1017/s000711450800682x
Chen S, Jin X, Liu J, Sun T, Xie M, Bao W et al (2017) Association of plasma magnesium with prediabetes and type 2 diabetes mellitus in adults. Sci Rep 7(1):12763. https://doi.org/10.1038/s41598-017-13050-7
Dalton LM, Fhloinn DMN, Gaydadzhieva GT, Mazurkiewicz OM, Leeson H, Wright CP (2016) Magnesium in pregnancy. Nutrition Rev 74(9):549–557. Retrieved from <Go to ISI>://WOS:000384022300001. https://doi.org/10.1093/nutrit/nuw018
de Sousa Melo SR, Dos Santos LR, da Cunha Soares T, Cardoso BEP, da Silva Dias TM et al (2022) Participation of magnesium in the secretion and signaling pathways of insulin: an updated review. Biol Trace Elem Res 200(8):3545–3553. https://doi.org/10.1007/s12011-021-02966-x
Dong J-Y, Xun P, He K, Qin L-Q (2011) Magnesium intake and risk of type 2 diabetes meta-analysis of prospective cohort studies. Diabetes Care, 34(9), 2116–2122. Retrieved from <Go to ISI>://WOS:000295195100040. https://doi.org/10.2337/dc11-0518
Dudev T, Nikolova V (2016) Determinants of Fe(2+) over M(2+) (M = Mg, Mn, Zn) selectivity in non-heme iron proteins. Inorg Chem 55(24):12644–12650. https://doi.org/10.1021/acs.inorgchem.6b01822
Ertbeg P, Nørgaard P, Bang L, Nyholm H, Rudnicki M (2004) Ionized magnesium in gestational diabetes. Magnes Res 17(1):35–38
European Food Safety Authority (2015) Scientific opinion on dietary reference values for magnesium. EFSA J 13(7):4186. Retrieved from https://efsa.onlinelibrary.wiley.com/doi/abs/10.2903/j.efsa.2015.4186. https://doi.org/10.2903/j.efsa.2015.4186
Fang X, Han H, Li M, Liang C, Fan Z, Aaseth J et al (2016a) Dose-response relationship between dietary magnesium intake and risk of type 2 diabetes mellitus: a systematic review and meta-regression analysis of prospective cohort studies. Nutrients, 8(11). Retrieved from <Go to ISI>://WOS:000388666400070. https://doi.org/10.3390/nu8110739
Fang X, Wang K, Han D, He X, Wei J, Zhao L et al (2016b) Dietary magnesium intake and the risk of cardiovascular disease, type 2 diabetes, and all-cause mortality: a dose-response meta-analysis of prospective cohort studies. Bmc Medicine, 14. Retrieved from <Go to ISI>://WOS:000391069700001. https://doi.org/10.1186/s12916-016-0742-z
Feng J, Wang H, Jing Z, Wang Y, Cheng Y, Wang W et al (2020) Role of magnesium in type 2 diabetes mellitus. Biol Trace Elem Res 196(1):74–85. https://doi.org/10.1007/s12011-019-01922-0
Ge X, Yang A, Huang S, Luo X, Hou Q, Huang L et al (2021) Sex-specific associations of plasma metals and metal mixtures with glucose metabolism: an occupational population-based study in China. Sci Total Environ 760. Retrieved from <Go to ISI>://WOS:000607779400097. https://doi.org/10.1016/j.scitotenv.2020.143906
Goker Tasdemir U, Tasdemir N, Kilic S, Abali R, Celik C, Gulerman HC (2015) Alterations of ionized and total magnesium levels in pregnant women with gestational diabetes mellitus. Gynecol Obstet Invest 79(1):19–24. https://doi.org/10.1159/000365813
Gommers LM, Hoenderop JG, Bindels RJ, de Baaij JH (2016) Hypomagnesemia in type 2 diabetes: a vicious circle? Diabetes 65(1):3–13. https://doi.org/10.2337/db15-1028
Guerrero-Romero F, Simental-Mendía LE, Hernández-Ronquillo G, Rodriguez-Morán M (2015) Oral magnesium supplementation improves glycaemic status in subjects with prediabetes and hypomagnesaemia: a double-blind placebo-controlled randomized trial. Diabetes Metab 41(3):202–207. https://doi.org/10.1016/j.diabet.2015.03.010
International Diabetes Federation (2021) IDF Diabetes Atlas. 10th edition, page 54. Brussels: International Diabetes Federation. Available from: https://www.ncbi.nlm.nih.gov/books/NBK581934/
Irving H, Williams RJP (1948) Order of stability of metal complexes. Nature 162(4123):746–747. https://doi.org/10.1038/162746a0
Johns EC, Denison FC, Norman JE, Reynolds RM (2018) Gestational diabetes mellitus: mechanisms, treatment, and complications. Trends Endocrinol Metab 29(11):743–754. https://doi.org/10.1016/j.tem.2018.09.004
Juan J, Yang H (2020) Prevalence, prevention, and lifestyle intervention of gestational diabetes mellitus in China. Int J Environ Res Public Health 17(24). https://doi.org/10.3390/ijerph17249517
Kostov K (2019) Effects of magnesium deficiency on mechanisms of insulin resistance in type 2 diabetes: focusing on the processes of insulin secretion and signaling. Int J Mol Sci 20(6). https://doi.org/10.3390/ijms20061351
Li W, Jiao Y, Wang L, Wang S, Hao L et al (2022) Association of serum magnesium with insulin resistance and type 2 diabetes among adults in China. Nutrients 14(9). https://doi.org/10.3390/nu14091799
Liu C, Zhong C, Zhou X, Chen R, Wu J, Wang W et al (2017) Higher direct bilirubin levels during mid-pregnancy are associated with lower risk of gestational diabetes mellitus. Endocrine, 55(1), 174–181. Retrieved from <Go to ISI>://WOS:000394257600021. https://doi.org/10.1007/s12020-016-1103-6
Maier JA, Castiglioni S, Locatelli L, Zocchi M, Mazur A (2021) Magnesium and inflammation: advances and perspectives. Semin Cell Dev Biol 115:37–44. https://doi.org/10.1016/j.semcdb.2020.11.002
Makrides M, Crosby DD, Bain E, Crowther CA (2014) Magnesium supplementation in pregnancy. Cochrane Database of Systematic Reviews(4). Retrieved from <Go to ISI>://WOS:000335885000002. https://doi.org/10.1002/14651858.CD000937.pub2
Naser W, Adam I, Rayis DA, Ahmed MA, Hamdan HZ (2019) Serum magnesium and high-sensitivity C-reactive protein as a predictor for gestational diabetes mellitus in Sudanese pregnant women. BMC Pregnancy Childbirth 19(1):301. https://doi.org/10.1186/s12884-019-2429-x
Newhouse IJ, Clement DB, Lai C (1993) Effects of iron supplementation and discontinuation on serum copper, zinc, calcium, and magnesium levels in women. Med Sci Sports Exerc 25(5):562–571
Ogurtsova K, da Rocha Fernandes JD, Huang Y, Linnenkamp U, Guariguata L et al (2017) IDF Diabetes Atlas: global estimates for the prevalence of diabetes for 2015 and 2040. Diabetes Res Clin Pract 128:40–50. https://doi.org/10.1016/j.diabres.2017.03.024
Oh HE, Deeth HC (2017) Magnesium in milk. Int Dairy J 71:89–97. Retrieved from https://www.sciencedirect.com/science/article/pii/S0958694617300705. https://doi.org/10.1016/j.idairyj.2017.03.009
Oost LJ, Kurstjens S, Ma C, Hoenderop JGJ, Tack CJ et al. (2022) Magnesium increases insulin-dependent glucose uptake in adipocytes. Front Endocrinol (Lausanne) 13:986616. https://doi.org/10.3389/fendo.2022.986616
Rodríguez-Morán M, Guerrero-Romero F (2003) Oral magnesium supplementation improves insulin sensitivity and metabolic control in type 2 diabetic subjects: a randomized double-blind controlled trial. Diabetes Care 26(4):1147–1152. https://doi.org/10.2337/diacare.26.4.1147
Suliburska J, Chmurzynska A, Kocylowski R, Skrypnik K, Radziejewska A, Baralkiewicz D (2021a) Effect of iron and folic acid supplementation on the level of essential and toxic elements in young women. International Journal of Environmental Research and Public Health, 18(3). Retrieved from <Go to ISI>://WOS:000615274600001. https://doi.org/10.3390/ijerph18031360
Suliburska J, Skrypnik K, Chmurzyńska A (2021b) Iron and folic acid supplementation affects mineral status in female rats with a deficiency of these micronutrients. Biol Trace Elem Res 199(9):3393–3401. https://doi.org/10.1007/s12011-020-02460-w
Szmuilowicz ED, Josefson JL, Metzger BE (2019) Gestational diabetes mellitus. Endocrinol Metab Clin North Am 48(3):479–493. https://doi.org/10.1016/j.ecl.2019.05.001
Upala S, Jaruvongvanich V, Wijarnpreecha K, Sanguankeo A (2016) Hypomagnesemia and mortality in patients admitted to intensive care unit: a systematic review and meta-analysis. QJM 109(7):453–459. https://doi.org/10.1093/qjmed/hcw048
Vricella LK (2017) Emerging understanding and measurement of plasma volume expansion in pregnancy. American Journal of Clinical Nutrition, 106(6), 1620S-1625S. Retrieved from <Go to ISI>://WOS:000449468900012. https://doi.org/10.3945/ajcn.117.155903
Wang Y, Tan M, Huang Z, Sheng L, Ge Y, Zhang H et al (2002) Elemental contents in serum of pregnant women with gestational diabetes mellitus. Biol Trace Elem Res 88(2):113–118. https://doi.org/10.1385/bter:88:2:113
Wang X, Gao D, Zhang G, Zhang X, Li Q, Gao Q et al (2020) Exposure to multiple metals in early pregnancy and gestational diabetes mellitus: a prospective cohort study. Environ Int 135. Retrieved from <Go to ISI>://WOS:000506229000032. https://doi.org/10.1016/j.envint.2019.105370
Zhang H, Qiu X, Zhong C, Zhang K, Xiao M, Yi N et al (2015) Reproducibility and relative validity of a semi-quantitative food frequency questionnaire for Chinese pregnant women. Nutr J 14:56. https://doi.org/10.1186/s12937-015-0044-x
Zhang G, Wang X, Zhang X, Li Q, Xu S, Huang L et al (2019) Antimony in urine during early pregnancy correlates with increased risk of gestational diabetes mellitus: a prospective cohort study. Environ Int 123:164–170. Retrieved from <Go to ISI>://WOS:000455532500020. https://doi.org/10.1016/j.envint.2018.11.072
Zhang X, Wu M, Zhong C, Huang L, Zhang Y, Chen R et al (2021) Association between maternal plasma ferritin concentration, iron supplement use, and the risk of gestational diabetes: a prospective cohort study. The American journal of clinical nutrition. Retrieved from <Go to ISI>://MEDLINE:34019623. https://doi.org/10.1093/ajcn/nqab162
Zhong C, Chen R, Zhou X, Zhang Y, Liu C, Huang L et al (2022) Cohort profile: the Tongji Maternal and Child Health Cohort (TMCHC). Int J Epidemiol. https://doi.org/10.1093/ije/dyac209
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The authors appreciate all the participants and group members in TMCHC for their valuable contribution.
Funding
The study is supported by the National Natural Science Foundation of China (NSFC81673159), National Program on Basic Research Project of China (no. 2013FY114200), and the Fundamental Research Funds for the Central Universities (HUST 2019kfyXMPY008) (Nianhong Yang). Funding above had no involvement or restrictions regarding publication.
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N.Y. and X.C. designed the study. X.C., G.Z., M.W., L.L., M.T., D.X., C.Z., X.Z., Y.Z., H.Z., S.Y., and J.L. were involved in data collection. X.C., M.W., and N.Y. contributed to the statistical analysis. X.C. was in charge of the manuscript draft. M.W., L.L., X.C., X.W., S.X., X.Z., X.Y., L.H., and N.Y. contributed to result interpretation and critical revision of the manuscript. All authors read and approved the final vision of the manuscript. N.Y. is the guarantor of this work and takes responsibility for the integrity of the data and the accuracy of the data analysis. All authors read and approved the final manuscript.
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This is an observational study. Still, this study was performed in line with the principles of the Declaration of Helsinki. Approval was granted by the Ethics Review Committee of Tongji Medical College, Huazhong University of Science and Technology in China (no. 201302).
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Cao, X., Wu, M., Zhang, G. et al. Longitudinal plasma magnesium status during pregnancy and the risk of gestational diabetes mellitus: a prospective cohort study. Environ Sci Pollut Res 30, 65392–65400 (2023). https://doi.org/10.1007/s11356-023-26855-z
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DOI: https://doi.org/10.1007/s11356-023-26855-z