Cited by 12Gestational Diabetes Research and ManagementDiabetes, Cardiovascular Risks, and LipoproteinsDiabetes Management and Research

Meta-analysis of risk factors for recurrent gestational diabetes mellitus

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Lu, Yuan, Huang, Jianchun, Yan, Jian, Wei, Qingfang, He, Meirong, Yuan, Chunlan, Long, Yu·2025·BMC Pregnancy and Childbirth

Abstract

BACKGROUND: To comprehensively evaluate the risk factors for recurrent gestational diabetes mellitus (GDM) in women with a history of GDM during re-pregnancy. METHODS: Articles about risk factors for recurrent GDM were searched in China National Knowledge Infrastructure, Wanfang Data, VIP Database for Chinese Technical Periodicals, PubMed, EMBASE, the Cochrane Library, and Web of Science from the date of establishment to January 2023. Meta-analysis of risk factors for recurrent GDM was performed using STATA/SE 15.1 software. RESULTS: A total of 19 studies were included in the meta-analysis, comprising 15 case-control studies and 4 cohort studies, involving 11,385 patients. Among them, 2,462 patients experienced recurrent GDM, while 2,909 did not. The analysis of case-control studies revealed a GDM recurrence rate of 48%. Meta-analysis identified several significant risk factors for GDM recurrence: advanced maternal age at subsequent pregnancy [ES = 3.02, 95% CI (1.24,2.79), P = 0.003], increased BMI prior to the subsequent pregnancy [ES = 2.23, 95% CI (1.04,1.72), P = 0.026], elevated 1-hour plasma glucose levels in oral glucose tolerance test (OGTT) during previous pregnancy [ES = 2.79, 95% CI (1.11,1.78), P = 0.005], increased 2-hour OGTT glucose levels in previous pregnancy [ES = 2.75, 95% CI (1.11,1.91), P = 0.006], and previous delivery of macrosomia [ES = 3.48, 95% CI (1.38,3.18), P = 0.001]. All these factors showed statistically significant differences between the recurrence and non-recurrence groups. Pregnant women with a history of GDM can reduce the risk of recurrence by adopting a reasonable pregnancy plan, such as avoiding advanced maternal age, managing body weight, controlling blood glucose levels during pregnancy, and losing weight before conception. CONCLUSION: Advanced maternal age, elevated BMI before subsequent pregnancy, increased OGTT levels during the previous pregnancy, and the delivery of macrosomia are significant risk factors for recurrent GDM.

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  1. [1]Feng R, Shao H, Zhu H, Xie J. Meta-analysis of risk factors of gestational diabetes mellitus. Maternal Child Health Care China. 2014;29(17):2824–7.
  2. [2]Wang X, Liu M, Zhang M, Lou J. Recurrence rate of gestational diabetes mellitus, risk factors of recurrence and maternal and infant prognosis of recurrent gestational diabetes mellitus. Med Innov China. 2019;16(25):44–7.
  3. [5]Bottalico JN. Recurrent gestational diabetes: risk factors, diagnosis, management, and implications. Semin Perinatol. 2007;31(3):176–84. 17531899 · DOI
  4. [6]Agarwal MM. Gestational diabetes mellitus: an update on the current international diagnostic criteria. World J Diabetes. 2015;6(6):782–91. 26131321 PMC4478575 · DOI · Paper page
  5. [8]Stang A. Critical evaluation of the Newcastle-Ottawa scale for the assessment of the quality of nonrandomized studies in meta-analyses. Eur J Epidemiol. 2010;25(9):603–5. 20652370 · DOI · Paper page
  6. [12]Zhang J, Yang C, Han Y, Zhou W, Shi H. Risk factors analysis of recurrence of gestational diabetes mellitus in pregnant women. Chin Nurs Manage. 2021;21(04):498–502.
  7. [13]Chen A, Yuan J, Guo Y. Analysis of risk factors for recurrent gestational diabetes mellitus. New Med. 2019;50(09):696–9.
  8. [14]Wu R, Gong J, Liu Y, Liu Y. Risk factors analysis of recurrent gestational diabetes mellitus. J Mol Imaging. 2021;44(04):729–32.
  9. [15]Li T. Influence of clinical characteristics of previous gestational diabetes mellitus on recurrent diabetes mellitus in second pregnancy. Electron J Practical Gynecologic Endocrinol. 2020;7(20):63–4.
  10. [16]Cheng L, Yang M, Shao J. Effect of clinical features of previous gestational diabetes of women and the influence of their recurrent of gestational diabetes mellitus. Chin J Family Plann. 2021;29(1):193–7.
  11. [17]Chen Q. Precautions and analysis of patients with gestational diabetes mellitus (GDM) during childbirth. Diabetes New World. 2018;21(18):28–9.
  12. [18]Liu M, Wang X, Zhang M, Li W. Analysis of recurrence rate of gestational diabetes mellitus,risk factors for recurrence and maternal and infant prognosis of recurrent gestational diabetes mellitus. J Clin Res. 2018;35(5):845–8.
  13. [19]Zhao J, Lv L, Xu L, Yuan L, Wen J, Yin W, Huang C. Blood glucose and associated risk factors of women with history of gestational diabetes mellitus. Chin J Woman Child Health Res. 2018;29(09):1158–61.
  14. [20]Zhou Y. Risk factors of recurrent gestational diabetes mellitus. Women’s Health. 2021;4:111.
  15. [21]Li L, Shi G, Zhang X, Wang H, He S. Analysis and Intervention of Factors Affecting Abnormal Postpartum Glucose Tolerance and Gestational Recurrence in Gestational Diabetes. Evid Based Complement Alternat Med 2021, 2021:8470944. PMC8541864 34697551
  16. [22]Hahn S, Körber S, Gerber B, Stubert J. Prediction of recurrent gestational diabetes mellitus: a retrospective cohort study. Arch Gynecol Obstet. 2023;307(3):689–97. 36595021 PMC9984506 · DOI
  17. [23]Kotzaeridi G, Blätter J, Eppel D, Rosicky I, Falcone V, Adamczyk G, Linder T, Yerlikaya-Schatten G, Weisshaupt K, Henrich W et al. Recurrence of gestational diabetes mellitus: to assess glucose metabolism and clinical risk factors at the beginning of a subsequent pregnancy. J Clin Med 2021, 10(20). PMC8540668 34682918
  18. [24]Wei X, Hu R, Gao Y, Yu Z, Zhang X. Risk Factors for Recurrence of Gestational Diabetes Mellitus and Its Correlation with Maternal and Infant Prognosis. Evid Based Complement Alternat Med 2022, 2022:7237777. PMC9377881 35978999
  19. [25]Liang Y, Gong J, Chen X, Li G, Lin X, He J, Chen Y, Wu R. Risk factors for recurrence of gestational diabetes mellitus in Southern Chinese women: a retrospective study. Ginekol Pol. 2023;94(5):350–7. 35419789
  20. [26]Wei Y, Juan J, Su R, Song G, Chen X, Shan R, Li Y, Cui S, Fan S, Feng L, et al. Risk of gestational diabetes recurrence and the development of type 2 diabetes among women with a history of gestational diabetes and risk factors: a study among 18 clinical centers in China. Chin Med J (Engl). 2022;135(6):665–71. 35348312 PMC9276490 · DOI
  21. [27]Zhu WW, Fan L, Yang HX, Kong LY, Su SP, Wang ZL, Hu YL, Zhang MH, Sun LZ, Mi Y, et al. Fasting plasma glucose at 24–28 weeks to screen for gestational diabetes mellitus: new evidence from China. Diabetes Care. 2013;36(7):2038–40. 23536582 PMC3687275 · DOI
  22. [28]Wei Y, Yang H, Zhu W, Yang H, Li H, Yan J, Zhang C. International association of diabetes and pregnancy study group criteria is suitable for gestational diabetes mellitus diagnosis: further evidence from China. Chin Med J (Engl). 2014;127(20):3553–6. 25316228 · DOI · Paper page
  23. [29]Li C. Comparative analysis of multiple pregnancy outcomes in patients with gestational diabetes mellitus. China Foreign Med Treat. 2009;28(35):30–1.
  24. [30]Bernstein J, Lee-Parritz A, Quinn E, Ameli O, Craig M, Heeren T, Iverson R, Jack B, McCloskey L. After gestational diabetes: impact of pregnancy interval on recurrence and type 2 diabetes. Biores Open Access. 2019;8(1):59–64. 30923644 PMC6437620 · DOI
  25. [31]Nohira T, Kim S, Nakai H, Okabe K, Nohira T, Yoneyama K. Recurrence of gestational diabetes mellitus: rates and risk factors from initial GDM and one abnormal GTT value. Diabetes Res Clin Pract. 2006;71(1):75–81. 16005100 · DOI
  26. [32]Kwak SH, Kim HS, Choi SH, Lim S, Cho YM, Park KS, Jang HC, Kim MY, Cho NH, Metzger BE. Subsequent pregnancy after gestational diabetes mellitus: frequency and risk factors for recurrence in Korean women. Diabetes Care. 2008;31(9):1867–71. 18535194 PMC2518361 · DOI
  27. [34]Al-Goblan AS, Al-Alfi MA, Khan MZ. Mechanism linking diabetes mellitus and obesity. Diabetes Metab Syndr Obes. 2014;7:587–91. 25506234 PMC4259868 · DOI
  28. [35]Papachatzi E, Dimitriou G, Dimitropoulos K, Vantarakis A. Pre-pregnancy obesity: maternal, neonatal and childhood outcomes. J Neonatal Perinat Med. 2013;6(3):203–16. 24246592 · DOI
  29. [36]Kim SY, England L, Wilson HG, Bish C, Satten GA, Dietz P. Percentage of gestational diabetes mellitus attributable to overweight and obesity. Am J Public Health. 2010;100(6):1047–52. 20395581 PMC2866592 · DOI · Paper page
  30. [37]Moon JH, Kwak SH, Jung HS, Choi SH, Lim S, Cho YM, Park KS, Jang HC, Cho NH. Weight gain and progression to type 2 diabetes in women with a history of gestational diabetes mellitus. J Clin Endocrinol Metab. 2015;100(9):3548–55. 26171796 · DOI · Paper page
  31. [38]Berkovitz A, Biron-Shental T, Pasternak Y, Sharony R, Hershko-Klement A, Wiser A. Predictors of twin pregnancy after ovarian stimulation and intrauterine insemination in women with unexplained infertility. Hum Fertil (Camb). 2017;20(3):200–3. 28112003 · DOI
  32. [39]Chen X, Shui J, Wang X, Lu Y, Shen M. Analysis of influencing factors of gestational diabetes in older pregnant women. J Practical Gynecologic Endocrinol. 2022;9(19):24–6.
  33. [40]Major CA, deVeciana M, Weeks J, Morgan MA. Recurrence of gestational diabetes: who is at risk? Am J Obstet Gynecol. 1998;179(4):1038–42. 9790394 · DOI
  34. [41]Khambalia AZ, Ford JB, Nassar N, Shand AW, McElduff A, Roberts CL. Occurrence and recurrence of diabetes in pregnancy. Diabet Med. 2013;30(4):452–6. 23323841 · DOI
  35. [42]Schwartz N, Green MS, Yefet E, Nachum Z. Modifiable risk factors for gestational diabetes recurrence. Endocrine. 2016;54(3):714–22. 27601018 · DOI
  36. [43]Gebremedhin AT, Tessema GA, Regan AK, Pereira GF. Association between interpregnancy interval and pregnancy complications by history of complications: a population-based cohort study. BMJ Open. 2021;11(12):e046962. 34857549 PMC8640667 · DOI
  37. [44]Zhu BP, Rolfs RT, Nangle BE, Horan JM. Effect of the interval between pregnancies on perinatal outcomes. N Engl J Med. 1999;340(8):589–94. 10029642 · DOI
  38. [45]Ball SJ, Pereira G, Jacoby P, de Klerk N, Stanley FJ. Re-evaluation of link between interpregnancy interval and adverse birth outcomes: retrospective cohort study matching two intervals per mother. BMJ. 2014;349:g4333. 25056260 PMC4137882 · DOI
  39. [46]Winkvist A, Rasmussen KM, Habicht JP. A new definition of maternal depletion syndrome. Am J Public Health. 1992;82(5):691–4. 1566948 PMC1694126 · DOI
  40. [47]Hanley GE, Hutcheon JA, Kinniburgh BA, Lee L. Interpregnancy interval and adverse pregnancy outcomes: an analysis of successive pregnancies. Obstet Gynecol. 2017;129(3):408–15. 28178044 · DOI
  41. [48]Gebremedhin AT, Regan AK, Ball S, Betrán AP, Foo D, Gissler M, Håberg SE, Malacova E, Marinovich ML, Pereira G. Effect of interpregnancy interval on gestational diabetes: a retrospective matched cohort study. Ann Epidemiol. 2019;39:33–e3833. 31630929 · DOI
  42. [49]Huang X. Observation on the effect of enhanced blood glucose control on pregnancy outcomes of mothers with gestational diabetes mellitus and their infants. Maternal Child Health Care China. 2016;31(24):5312–4.
  43. [50]Wang N, Zhou H. Effect of early screening and intervention of gestational diabetes mellitus on maternal and infant perinatal outcomes. Maternal Child Health Care China. 2015;30(30):5130–1.
  44. [51]Li F. Correlation between blood glucose control level of gestational diabetes mellitus and maternal and infant pregnancy outcomes. Contemp Med. 2018;24(33):178–9.
  45. [52]Cheng L, Yang M, Shao J. Effect of clinical features of previous gestational diabetes of women and the influence of their recurrent of gestational diabetes mellitus. Chin J Family Plann. 2021;29(01):193–7.
  46. [53]Santangeli L, Sattar N, Huda SS. Impact of maternal obesity on perinatal and childhood outcomes. Best Pract Res Clin Obstet Gynaecol. 2015;29(3):438–48. 25497183 · DOI
  47. [54]Langer O, Conway DL. Level of glycemia and perinatal outcome in pregestational diabetes. J Matern Fetal Med. 2000;9(1):35–41. 10757433
  48. [55]Cyganek K, Skupien J, Katra B, Hebda-Szydlo A, Janas I, Trznadel-Morawska I, Witek P, Kozek E, Malecki MT. Risk of macrosomia remains glucose-dependent in a cohort of women with pregestational type 1 diabetes and good glycemic control. Endocrine. 2017;55(2):447–55. 27726091 PMC5272887 · DOI · Paper page
  49. [56]Kc K, Shakya S, Zhang H. Gestational diabetes mellitus and macrosomia: a literature review. Ann Nutr Metab. 2015;66(Suppl 2):14–20. 26045324 · DOI
  50. [57]Chen M, Yan S, Gao G, Cao H, Lei X, Zhang W, Ren S, Wang Y, Zhang B, Han Y, et al. Association analysis of abnormal glucose metabolism during pregnancy and macrosomia. Chongqing Med. 2019;48(23):4128–30.
  51. [58]Schwartz N, Nachum Z, Green MS. Risk factors of gestational diabetes mellitus recurrence: a meta-analysis. Endocr 2016, 53(3):662–71. 27000082
  52. [59]Xu S, Zhen M, Long X. Effect and safety analysis of insulin therapy on pregnancy outcome in pregnant women with gestational diabetes mellitus. Guangzhou Med J. 2021;52(06):39–42.

Cited by

Sorted by citations

Authors
Lu, Y., Huang, J., Yan, J., Wei, Q., He, M., Yuan, C., & Long, Y.
Affiliations
  • First Affiliated Hospital of GuangXi Medical University (CN)
  • The Second Nanning People's Hospital (CN)
  • Guangxi Medical University (CN)
Corresponding author
Long, Yu
Venue
BMC Pregnancy and Childbirth
Published
2025-03-08
Volume
25
Issue
1
Pages
257-257
ISSN
1471-2393 (ISSN-L)
OpenAlex
W4408257031
Cited by
12
References
4
Citations by year
2026: 8 · 2025: 4
FWCI
2.63
Type
journal article
Language
en
Open access
Locations
  • BMC Pregnancy and Childbirth (publishedVersion, cc-by-nc-nd)
  • Europe PMC (PubMed Central) (publishedVersion, cc-by-nc-nd)
  • PubMed Central (publishedVersion, cc-by-nc-nd)
  • PubMed (publishedVersion)
  • DOAJ (DOAJ: Directory of Open Access Journals) (submittedVersion, cc-by-sa)
Topics
  • Health Sciences › Medicine › Obstetrics and Gynecology › Gestational Diabetes Research and Management
  • Health Sciences › Medicine › Endocrinology, Diabetes and Metabolism › Diabetes, Cardiovascular Risks, and Lipoproteins
  • Health Sciences › Medicine › Endocrinology, Diabetes and Metabolism › Diabetes Management and Research
Keywords
risk factors, advanced maternal age, pre-pregnancy body mass index, oral glucose tolerance test, maternal weight management
MeSH terms
Adult, Blood Glucose, Female, Glucose Tolerance Test, Humans, Maternal Age, Pregnancy, Recurrence, Risk Factors, Body Mass Index, Case-Control Studies, Diabetes, Gestational

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