Skip to main content

Advertisement

Log in

Risk factors associated with early postpartum glucose intolerance in women with a history of gestational diabetes mellitus: a systematic review and meta-analysis

  • Meta- Analysis
  • Published:
Endocrine Aims and scope Submit manuscript

Abstract

Purpose

This meta-analysis was aimed at exploring the incidence and risk factors of glucose intolerance in women with gestational diabetes mellitus (GDM) at 6–12 weeks postpartum to inform the development of preventive strategies.

Method

We searched Pubmed, Embase, Web of Science, the Cochrane Library, Ovid, China Knowledge Resource Integrated Database (CNKI), Wanfang Database and China Biology Medicine Database for entries between January 1990 and September 2022. The search terms included gestational diabetes mellitus, postpartum, glucose intolerance and type 2 diabetes. The meta-analysis was conducted using Stata 14.0.

Result

We included 37 studies, with 21 and 16 having low and medium risk of bias, respectively. The incidence of glucose intolerance in women with GDM 6–12 weeks postpartum was 27% (95% CI: 0.22–0.33). The following risk factors for GDM 6–12 weeks postpartum were identified: insulin use during pregnancy (OR = 3.23; 95% CI: 2.35–4.44), family history of diabetes (OR = 2.94; 95% CI: 1.98–4.33), abnormal fasting glucose levels at 24–28 weeks of gestation (OR = 1.15; 95% CI: 1.07–1.25), high pre-pregnancy BMI (OR = 1.63; 95% CI: 1.23–2.15), abnormal triglyceride levels during 28–40 weeks of gestation (OR = 2.18; 95% CI: 1.18–4.03), abnormal HbA1c levels at 28–40 weeks of gestation (OR = 6.62; 95% CI: 4.71–9.30), history of previous GDM (OR = 2.11; 95% CI: 1.27–3.49), and high 1-h glucose levels at 24–28 weeks of gestation (OR = 1.16; 95% CI:1.06–1.28).

Conclusion

The incidence of glucose intolerance in GDM patients at 6–12 weeks postpartum was high. To prevent early postpartum glucose intolerance, healthcare providers should develop individualized interventions for GDM patients, depending on existing risk factors.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Fig. 1
Fig. 2
Fig. 3
Fig. 4
Fig. 5
Fig. 6

Similar content being viewed by others

Data availability

All data are available in the submitted paper or as electronic Supplementary Material.

References

  1. Chinese Diabetes Society, Guideline for the prevention and treatment of type 2 diabetes mellitus in China (2020 edition). Chin. J. Endocrinol. Metab. 37, 311–398 (2021). https://doi.org/10.3760/cma.j.cn121383-20210825-08063

  2. International Diabetes Federation, IDF Diabetes Atlas, 10th edn. (International Diabetes Federation, Brussels Belgium, 2021)

  3. Y.M. Cho, T.H. Kim, S. Lim et al. Type 2 diabetes-associated genetic variants discovered in the recent genome-wide association studies are related to gestational diabetes mellitus in the Korean population. Diabetologia 52, 253–261 (2009). https://doi.org/10.1007/s00125-008-1196-4

    Article  CAS  PubMed  Google Scholar 

  4. A. Sweeting, J. Wong, H.R. Murphy et al. A clinical update on gestational diabetes mellitus. Endocr. Rev. 43, 763–7939 (2022). https://doi.org/10.1210/endrev/bnac003

    Article  PubMed  PubMed Central  Google Scholar 

  5. L. Bellamy, J.P. Casas, A.D. Hingorani et al. Type 2 diabetes mellitus after gestational diabetes: a systematic review and meta-analysis. Lancet. 373, 1773–1779 (2009). https://doi.org/10.1016/S0140-6736(09)60731-5

    Article  CAS  PubMed  Google Scholar 

  6. E. Vounzoulaki, K. Khunti, S.C. Abner et al. Progression to type 2 diabetes in women with a known history of gestational diabetes: systematic review and meta-analysis. BMJ 369, m1361 (2020). https://doi.org/10.1136/bmj.m1361

    Article  PubMed  PubMed Central  Google Scholar 

  7. H. El Ouahabi, S. Doubi, S. Boujraf et al. Gestational diabetes and risk of developing postpartum type 2 diabetes: how to improve follow-up? Int. J. Prev. Med. 10, 51 (2019). https://doi.org/10.4103/ijpvm.IJPVM_3_17

    Article  PubMed  PubMed Central  Google Scholar 

  8. P. Olmos, G. Borzone, A. Poblete, Basal glucose on tolerance test during pregnancy predicts impaired fasting glucose and type 2 diabetes within 2 months after gestational diabetes. Can. J. Diabetes 45, 122–128 (2021). https://doi.org/10.1016/j.jcjd.2020.06.008

    Article  PubMed  Google Scholar 

  9. A.Z. Jotic, M.M. Stoiljkovic, T.J. Milicic et al. Prevalence and metabolic predictors for early diagnosed prediabetes in women with previous gestational diabetes: observational cohort study. Diabetes Ther. 12, 2691–2700 (2021). https://doi.org/10.1007/s13300-021-01144-5

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  10. M. Kawasaki, N. Arata, N. Sakamoto et al. Risk factors during the early postpartum period for type 2 diabetes mellitus in women with gestational diabetes. Endocr. J. 67, 427–437 (2020). https://doi.org/10.1507/endocrj.EJ19-0367

    Article  PubMed  Google Scholar 

  11. American Diabetes Association Professional Practice Committee, 2. Classification and diagnosis of diabetes: standards of medical care in diabetes-2022. Diabetes Care 45(Suppl 1), S17–S38 (2022). https://doi.org/10.2337/dc22-S002

  12. K. Benhalima, K. Jegers, R. Devlieger et al. Glucose intolerance after a recent history of gestational diabetes based on the 2013 WHO criteria. PLoS ONE 11, e0157272 (2016). https://doi.org/10.1371/journal.pone.0157272

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  13. P. Mao, S. Jiang, J. Guo et al. Progression to abnormal glucose tolerance and its related risk factors among women with prior gestational diabetes in rural communities of China. Diabetes Metab. Syndr. Obes. 13, 2259–2268 (2020). https://doi.org/10.2147/DMSO.S252542

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  14. C.E. Callinan, K. Rockhill, B. Boe et al. Early pregnancy glycaemia predicts postpartum diabetes mellitus. Eur. J. Obstet. Gynecol. Reprod. Biol. 278, 148–152 (2022). https://doi.org/10.1016/j.ejogrb.2022

    Article  CAS  PubMed  Google Scholar 

  15. A. Liberati, D.G. Altman, J. Tetzlaff et al. The PRISMA statement for reporting systematic reviews and meta-analyses of studies that evaluate healthcare interventions: explanation and elaboration. BMJ 339, b2700 (2009). https://doi.org/10.1136/bmj.b2700

    Article  PubMed  PubMed Central  Google Scholar 

  16. D.F. Stroup, J.A. Berlin, S.C. Morton et al. Meta-analysis of observational studies in epidemiology: a proposal for reporting. Meta-analysis Of Observational Studies in Epidemiology (MOOSE) group. JAMA. 283, 2008–2012 (2000). https://doi.org/10.1001/jama.283.15.2008

    Article  CAS  PubMed  Google Scholar 

  17. A. Stang, Critical evaluation of the Newcastle-Ottawa scale for the assessment of the quality of nonrandomized studies in metaanalyses. Eur. J. Epidemiol. 25, 603–605 (2010). https://doi.org/10.1007/s10654-010-9491-z

    Article  PubMed  Google Scholar 

  18. A. Rostom, C. Dubé, A. Cranney et al. Celiac disease. Evid. Rep. Technol. Assess. Summ. 104, 1–6 (2004). https://www.ncbi.nlm.nih.gov/books/NBK35149/.

    Google Scholar 

  19. U.M. Schaefer-Graf, T.A. Buchanan, A.H. Xiang et al. Clinical predictors for a high risk for the development of diabetes mellitus in the early puerperium in women with recent gestational diabetes mellitus. Am. J. Obstet. Gynecol. 186, 751–756 (2002). https://doi.org/10.1067/mob.2002.121895

    Article  PubMed  Google Scholar 

  20. B. Sinha, P. Brydon, R.S. Taylor et al. Maternal ante-natal parameters as predictors of persistent postnatal glucose intolerance: a comparative study between Afro-Caribbeans, Asians and Caucasians. Diabet. Med. 20, 382–386 (2003). https://doi.org/10.1046/j.1464-5491.2003.00941.x

    Article  CAS  PubMed  Google Scholar 

  21. H.H. Wu, W.J. Sun, Y. Hui et al. Follow-up study on glucose metabolism outcome of pregnant patients with abnormal glucose metabolism during postpartum 6 to 12 weeks. Chin. J. Diabetes. 17, 466–469 (2009)

    Google Scholar 

  22. J. Ogonowski, T. Miazgowski, The prevalence of 6 weeks postpartum abnormal glucose tolerance in Caucasian women with gestational diabetes. Diabetes Res. Clin. Pract. 84, 239–244 (2009). https://doi.org/10.1016/j.diabres.2009.04.003

    Article  CAS  PubMed  Google Scholar 

  23. U.M. Schaefer-Graf, S. Klavehn, R. Hartmann et al. How do we reduce the number of cases of missed postpartum diabetes in women with recent gestational diabetes mellitus. Diabetes Care 32, 1960–1964 (2009). https://doi.org/10.2337/dc09-0627

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  24. W.J. Sun, H.H. Wu, H.X. Yang et al. Outcomes of postpartum glucose metabolism and lipid metabolism in patients with hyperglycemia during pregnancy and its influencing factors. Chin. J. Perinat. Med. 14, 204–209 (2011)

    CAS  Google Scholar 

  25. C. Capula, E. Chiefari, A. Vero et al. Prevalence and predictors of postpartum glucose intolerance in Italian women with gestational diabetes mellitus. Diabetes Res. Clin. Pract. 105, 223–230 (2014). https://doi.org/10.1016/j.diabres.2014.05.008

    Article  CAS  PubMed  Google Scholar 

  26. Y. Kugishima, I. Yasuhi, H. Yamashita et al. Risk factors associated with abnormal glucose tolerance in the early postpartum period among Japanese women with gestational diabetes. Int. J. Gynaecol. Obstet. 129, 42–45 (2015). https://doi.org/10.1016/j.ijgo.2014.09.030

    Article  CAS  PubMed  Google Scholar 

  27. J.M. Alves, A. Stollmeier, I.G. Leite et al. Postpartum reclassification of glycemic status in women with gestational diabetes mellitus and associated risk factors. Rev. Bras. Ginecol. Obstet. 38, 381–390 (2016). https://doi.org/10.1055/s-0036-1588008

    Article  PubMed  PubMed Central  Google Scholar 

  28. N. Kojima, K. Tanimura, M. Deguchi et al. Risk factors for postpartum glucose intolerance in women with gestational diabetes mellitus. Gynecol. Endocrinol. 32, 803–806 (2016). https://doi.org/10.1080/09513590.2016.1177009

    Article  CAS  PubMed  Google Scholar 

  29. S. Inoue, T. Shinagawa, T. Horinouchi et al. Predictors of abnormal glucose tolerance in the early postpartum period in patients with gestational diabetes. Kurume Med. J. 62, 47–51 (2016). https://doi.org/10.2739/kurumemedj.MS65006

    Article  PubMed  Google Scholar 

  30. I. Gante, A.C. Ferreira, G. Pestana et al. Maternal educational level and the risk of persistent post-partum glucose metabolism disorders in women with gestational diabetes mellitus. Acta Diabetol. 55, 243–251 (2018). https://doi.org/10.1007/s00592-017-1090-y

    Article  PubMed  Google Scholar 

  31. S. Nouhjah, H. Shahbazian, N. Shahbazian et al. Incidence and contributing factors of persistent hyperglycemia at 6–12 weeks postpartum in Iranian women with gestational diabetes: results from LAGA cohort study. J. Diabetes Res. 9786436 (2017). https://doi.org/10.1155/2017/9786436

  32. A. Coetzee, D. Mason, D.R. Hall et al. Prevalence and predictive factors of early postpartum diabetes among women with gestational diabetes in a single-center cohort. Int. J. Gynaecol. Obstet. 142, 54–60 (2018). https://doi.org/10.1002/ijgo.12494

    Article  CAS  PubMed  Google Scholar 

  33. C.P. Durnwald, K. Downes, R. Leite et al. Predicting persistent impaired glucose tolerance in patients with gestational diabetes: the role of high sensitivity CRP and adiponectin. Diabetes Metab. Res. Rev. 34 (2018). https://doi.org/10.1002/dmrr.2958

  34. M. Kondo, Y. Nagao, M.H. Mahbub et al. Factors predicting early postpartum glucose intolerance in Japanese women with gestational diabetes mellitus: decision-curve analysis. Diabet. Med. 35, 1111–1117 (2018). https://doi.org/10.1111/dme.13657

    Article  CAS  PubMed  Google Scholar 

  35. A.L. Li, X.H. Han, Y.J. Yang et al. Analysis of factors related to abnormal glucose metabolism in pregnant women with gestational diabetes. Maternal and Child Health Care of China. 33, 4860–4863 (2018)

    CAS  Google Scholar 

  36. T. Nishikawa, K. Ono, S. Hashimoto et al. One-hour oral glucose tolerance test plasma glucose at gestational diabetes diagnosis is a common predictor of the need for insulin therapy in pregnancy and postpartum impaired glucose tolerance. J. Diabetes Investig. 9, 1370–1377 (2018). https://doi.org/10.1111/jdi.12848

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  37. K. Benhalima, P. Van Crombrugge, C. Moyson et al. Prediction of glucose intolerance in early postpartum in women with gestational diabetes mellitus based on the 2013 WHO criteria. J. Clin. Med. 8, 383 (2019). https://doi.org/10.3390/jcm8030383

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  38. A. Fatin, T.I. Alina, Proportion of women with history of gestational diabetes mellitus who performed an oral glucose test at six weeks postpartum in Johor Bahru with abnormal glucose tolerance. Malays. Fam. Physician 14, 2–9 (2019)

    PubMed  PubMed Central  Google Scholar 

  39. T. Wang, W. Zheng, W. Huang et al. Risk factors for abnormal postpartum glucose outcome in women with gestational diabetes mellitus diagnosed by modified The International Association of the Diabetes and Pregnancy Study Groups criteria. J. Obstet. Gynaecol. Res. 45, 1545–1552 (2019). https://doi.org/10.1111/jog.14009

    Article  CAS  PubMed  Google Scholar 

  40. L. Tang, S. Xu, P. Li et al. Predictors of insulin treatment during pregnancy and abnormal postpartum glucose metabolism in patients with gestational diabetes mellitus. Diabetes Metab. Syndr. Obes. 12, 2655–2665 (2019). https://doi.org/10.2147/DMSO.S233554

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  41. M. Lai, F. Fang, Y. Ma et al. Elevated midtrimester triglycerides as a biomarker for postpartum hyperglycemia in gestational diabetes. J. Diabetes Res. 2020, 3950652 (2020). https://doi.org/10.1155/2020/3950652

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  42. L. Tang, P. Li, H. Zhou et al. A longitudinal study of thyroid markers during pregnancy and the risk of gestational diabetes mellitus and post-partum glucose metabolism. Diabetes Metab. Res. Rev. 37, e3441 (2021). https://doi.org/10.1002/dmrr.3441

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  43. K.S. Kim, S.W. Park, Y.W. Cho et al. Vitamin D deficiency at mid-pregnancy is associated with a higher risk of postpartum glucose intolerance in women with gestational diabetes mellitus. Endocrinol. Metab. 35, 97–105 (2020). https://doi.org/10.3803/EnM.2020.35.1.97

    Article  CAS  Google Scholar 

  44. A.A. Muche, O.O. Olayemi, Y.K. Gete, Predictors of postpartum glucose intolerance in women with gestational diabetes mellitus: a prospective cohort study in Ethiopia based on the updated diagnostic criteria. BMJ Open 31(10), e036882 (2020). https://doi.org/10.1136/bmjopen-2020-036882

    Article  Google Scholar 

  45. C. Bianchi, G. de Gennaro, A. Brocchi et al. Risk factors associated with postpartum impaired glucose regulation in women with previous gestational diabetes. J. Diabetes Complicat. 35, 107854 (2021). https://doi.org/10.1016/j.jdiacomp.2021.107854

    Article  CAS  Google Scholar 

  46. T.H. Hung, Y.C. Chuang, F.C. Chu et al. Risk factors for abnormal postpartum glycemic states in women diagnosed with gestational diabetes by the International Association of Diabetes and Pregnancy Study Groups criteria. J. Diabetes Investig. 12, 859–868 (2021). https://doi.org/10.1111/jdi.13400

    Article  CAS  PubMed  Google Scholar 

  47. A.M. Varejão, J.L. Ferreira, M. Dória et al. HbA1c as a predictor of postpartum diabetes mellitus after gestational diabetes mellitus. Diabetes Metab. Syndr. 15, 102269 (2021). https://doi.org/10.1016/j.dsx.2021.102269

    Article  CAS  PubMed  Google Scholar 

  48. T. Wang, W. Yin, Y. Huang, Q. Zhang, Identification of significant predictors for the need of insulin therapy and onset of postpartum impaired glucose tolerance in gestational diabetes mellitus patients. Diabetes Metab. Syndr. Obes. 14, 2609–2617 (2021). https://doi.org/10.2147/DMSO.S309618

    Article  PubMed  PubMed Central  Google Scholar 

  49. Y.F. Fan, H.X. Zhong, X.Q. Zhang, Y.S. Xiao, L.Q. Cai, The Cohort Study of the Risk Factors for the Abnormal Postpartum Glucose Metabolism in the Re-Birth Pregnant Women with the Gestational Diabetes Mellitus. Journal of Practical Obstetrics and Gynecology. 37, 678–682 (2021)

    CAS  Google Scholar 

  50. Y. Gong, N. Li, M. Lai et al. Consistently low levels of osteocalcin from late pregnancy to postpartum are related to postpartum abnormal glucose metabolism in GDM patients. Front. Endocrinol. 7(13), 803624 (2022). https://doi.org/10.3389/fendo.2022.803624

    Article  Google Scholar 

  51. C. Phaloprakarn, S. Tangjitgamol, Glucose levels during gestational diabetes pregnancy and the risk of developing postpartum diabetes or prediabetes. BMC Pregnancy Childbirth 8(22), 22 (2022). https://doi.org/10.1186/s12884-021-04352-w

    Article  CAS  Google Scholar 

  52. A. Kouhkan, R. Hosseini, H.R. Baradaran et al. Early postpartum glucose intolerance, metabolic syndrome and gestational diabetes mellitus determinants after assisted conception: a prospective cohort study. Int. J. Fertil. Steril. 16, 172–179 (2022). https://doi.org/10.22074/ijfs.2021.522566.1070

    Article  PubMed  PubMed Central  Google Scholar 

  53. N. Masuko, K. Tanimura, N. Kojima et al. Predictive factors for postpartum glucose intolerance in women with gestational diabetes mellitus. J. Obstet. Gynaecol. Res. 48, 640–646 (2022). https://doi.org/10.1111/jog.15155

    Article  CAS  PubMed  Google Scholar 

  54. S. Cao, N. Li, C. Zhang et al. Adverse pregnancy outcomes are associated with an increased risk of postpartum prediabetes and diabetes in Chinese women with gestational diabetes. Diabetes Res. Clin. Pract. 186, 109817 (2022). https://doi.org/10.1016/j.diabres.2022.109817

    Article  CAS  PubMed  Google Scholar 

  55. J.K. Bower, B.N. Butler, S. Bose-Brill et al. Racial/ethnic differences in diabetes screening and hyperglycemia among US women after gestational diabetes. Prev. Chronic Dis. 16, E145 (2019). https://doi.org/10.5888/pcd16.190144

    Article  PubMed  PubMed Central  Google Scholar 

  56. S.A. Black, Diabetes, diversity, and disparity: what do we do with the evidence. Am. J. Public Health 92, 543–548 (2002). https://doi.org/10.2105/ajph.92.4.543

    Article  PubMed  PubMed Central  Google Scholar 

  57. M.W. Carpenter, D.R. Coustan, Criteria for screening tests for gestational diabetes. Am. J. Obstet. Gynecol. 144, 768–773 (1982). https://doi.org/10.1016/0002-9378(82)90349-0

    Article  CAS  PubMed  Google Scholar 

  58. L. Leuridan, J. Wens, R. Devlieger et al. Glucose intolerance in early postpartum in women with gestational diabetes: who is at increased risk? Prim. Care Diabetes 9, 244–252 (2015). https://doi.org/10.1016/j.pcd.2015.03.007

    Article  PubMed  Google Scholar 

  59. L. Li, G. Shi, X. Zhang et al. Analysis and intervention of factors affecting abnormal postpartum glucose tolerance and gestational recurrence in gestational diabetes. Evid. Based Complement. Alternat. Med. 84709440 (2021). https://doi.org/10.1155/2021/8470944

  60. M.J. Choi, J. Choi, C.W. Chung, Risk and risk factors for postpartum type 2 diabetes mellitus in women with gestational diabetes: a Korean Nationwide Cohort Study. Endocrinol. Metab. 37, 112–123 (2022). https://doi.org/10.3803/EnM.2021.1276

    Article  Google Scholar 

  61. M. Prados, J.A. Flores-Le Roux, D. Benaiges et al. Gestational diabetes mellitus in a multiethnic population in Spain: incidence and factors associated to impaired glucose tolerance one year after delivery. Endocrinol. Diabetes Nutr. 66, 240–246 (2019). https://doi.org/10.1016/j.endinu.2018.07.007

    Article  Google Scholar 

  62. Y.Y. Wang, Y. Liu, C. Li et al. Frequency and risk factors for recurrent gestational diabetes mellitus in primiparous women: a case control study. BMC Endocr. Disord. 19, 22 (2019). https://doi.org/10.1186/s12902-019-0349-4

    Article  PubMed  PubMed Central  Google Scholar 

  63. N. Aljohani, A. Al Serehi, A.M. Ahmed, Factors associated with diabetes mellitus prediction among pregnant Arab subjects with gestational diabetes. Int. J. Clin. Exp. Pathol. 8, 8512–8515 (2015)

    PubMed  PubMed Central  Google Scholar 

  64. L.E. Moore, B. Voaklander, A. Savu et al. Association between the antepartum oral glucose tolerance test and the risk of future diabetes mellitus among women with gestational diabetes: a systematic review and meta-analysis. J. Diabetes Complicat. 35, 107804 (2021). https://doi.org/10.1016/j.jdiacomp.2020.107804

    Article  CAS  Google Scholar 

  65. C. Mi, H. Liu, H. Peng et al. Relationships among pre-pregnancy BMI, gestational, and postpartum oral glucose tolerance results in women with gestational diabetes mellitus. Front. Nutr. 8, 714690 (2021). https://doi.org/10.3389/fnut.2021.714690

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  66. A. Coetzee, D. Mason, D.R. Hall et al. Evidence for the utility of antenatal HbA1c to predict early postpartum diabetes after gestational diabetes in South Africa. Diabetes Res. Clin. Pract. 143, 50–55 (2018). https://doi.org/10.1016/j.diabres.2018.06.021

    Article  CAS  PubMed  Google Scholar 

  67. M. Apostolakis, S.A. Paschou, E. Zapanti et al. HbA1c presents low sensitivity as a post-pregnancy screening test for both diabetes and prediabetes in Greek women with history of gestational diabetes mellitus. Hormones 17(Jun 2), 255–259 (2018). https://doi.org/10.1007/s42000-018-0035-3

    Article  PubMed  Google Scholar 

  68. A. Goyal, Y. Gupta, S. Kubihal et al. Utility of screening fasting plasma glucose and glycated hemoglobin to circumvent the need for oral glucose tolerance test in women with prior gestational diabetes. Adv. Ther. 38, 1342–1351 (2021). https://doi.org/10.1007/s12325-020-01618-1

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  69. A.J. Wood, J.A. Boyle, E.L.M. Barr et al. Type 2 diabetes after a pregnancy with gestational diabetes among first nations women in Australia: the PANDORA study. Diabetes Res. Clin. Pract. 181, 109092 (2021). https://doi.org/10.1016/j.diabres.2021.109092

    Article  PubMed  Google Scholar 

  70. A. Beshara, E. Cohen, E. Goldberg et al. Triglyceride levels and risk of type 2 diabetes mellitus: a longitudinal large study. J. Investig. Med. 64, 383–387 (2016). https://doi.org/10.1136/jim-2015-000025

    Article  PubMed  Google Scholar 

  71. Y. Ma, N. Wang, L. Gu et al. Postpartum assessment of the beta cell function and insulin resistance for Chinese women with previous gestational diabetes mellitus. Gynecol. Endocrinol. 35, 174–178 (2019). https://doi.org/10.1080/09513590.2018.1512094

    Article  CAS  PubMed  Google Scholar 

Download references

Funding

This work was supported by the National Natural Science Foundation of China (project number: 71904133) and Medjaden Academy & Research Foundation for Young Scientists (Grant No. MJA202306038).

Author information

Authors and Affiliations

Authors

Contributions

Study design was performed by W.L. and Z.L. Material preparation, data collection and analysis were performed by Z.L., Q.Z. and L.L. The first draft of the manuscript was written by Z.L. W.L. edited and provided feedback on the first draft of the manuscript. All authors read and approved the final manuscript.

Corresponding author

Correspondence to Weiwei Liu.

Ethics declarations

Conflict of interest

The authors declare no competing interests.

Additional information

Publisher’s note Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.

Supplementary information

Rights and permissions

Springer Nature or its licensor (e.g. a society or other partner) holds exclusive rights to this article under a publishing agreement with the author(s) or other rightsholder(s); author self-archiving of the accepted manuscript version of this article is solely governed by the terms of such publishing agreement and applicable law.

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Liu, Z., Zhang, Q., Liu, L. et al. Risk factors associated with early postpartum glucose intolerance in women with a history of gestational diabetes mellitus: a systematic review and meta-analysis. Endocrine 82, 498–512 (2023). https://doi.org/10.1007/s12020-023-03472-x

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s12020-023-03472-x

Keywords

Navigation