Skip to main content
Log in

Abnormal glucose tolerance in women with prior gestational diabetes mellitus: a 4-year follow-up study

  • Original Article
  • Published:
Irish Journal of Medical Science (1971 -) Aims and scope Submit manuscript

Abstract

Background

Adoption of the International Association of Diabetes and Pregnancy Study Group (IADPSG) criteria for diagnosis of gestational diabetes mellitus (GDM) varies worldwide. Early detection of women at increased risk of developing type 2 diabetes mellitus (T2DM) following GDM enables initiation of measures to delay disease onset.

Objectives

To determine the 4-year cumulative incidence and risk factors for developing abnormal glucose tolerance (AGT) among women with previous GDM using modified IADPSG criteria. Additionally, to review post-natal attendance at diabetes screening and the impact of post-partum lifestyle modifications and breastfeeding on the risk of T2DM development.

Methods

Four hundred twenty-six women with a prior history of GDM were invited to participate in the study, 4 years after the index pregnancy. The following were completed: body measurements, oral glucose tolerance test (OGTT), glycated haemoglobin (HbA1c), vitamin D, and other biochemistry measurements. Participants also completed a lifestyle questionnaire.

Results

Of the 74 women who participated, 15 (20%) had AGT. Predictive factors for AGT development were as follows: fasting glucose levels (p = 0.004), HbA1c (p = 0.008) at GDM diagnosis, and early pregnancy BMI (p = 0.001). Thirty-three (45%) women had not attended their postnatal screening. The odds ratio of the association between breastfeeding and AGT development was 0.16 (95% CI: 0.05 to 0.53).

Conclusion

The proportion of women who develop AGT after a diagnosis of GDM remains high. The factors associated with progression to AGT are available at GDM diagnosis. Preventing AGT in this group is possible by supporting breastfeeding. Attendance at post-natal screening should also be encouraged.

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

Similar content being viewed by others

Availability of data and materials

The dataset used and/or analysed during the current study are available from the corresponding author on reasonable request.

References

  1. Noctor E, Dunne FP (2015) Type 2 diabetes after gestational diabetes: the influence of changing diagnostic criteria. World J Diabetes 6(2):234–244. https://doi.org/10.4239/wjd.v6.i2.234

    Article  PubMed  PubMed Central  Google Scholar 

  2. International Association of Diabetes and Pregnancy Study Groups Consensus Panel, Metzger BE, Gabbe SG et al (2010) International association of diabetes and pregnancy study groups recommendations on the diagnosis and classification of hyperglycemia in pregnancy. Diabetes Care 33(3):676–682. https://doi.org/10.2337/dc09-1848

  3. HAPO Study Cooperative Research Group, Metzger BE, Lowe LP et al (2008) Hyperglycemia and adverse pregnancy outcomes. N Engl J Med 358(19):1991–2002. https://doi.org/10.1056/NEJMoa0707943

  4. Vandorsten JP, Dodson WC, Espeland MA et al (2013) NIH consensus development conference: diagnosing gestational diabetes mellitus. NIH Consens State Sci Statements 29(1):1–31. Published 2013 Mar 6

  5. Bhatia M, Mackillop LH, Bartlett K et al (2018) Clinical implications of the NICE 2015 criteria for gestational diabetes mellitus. J Clin Med 7(10):376. Published 2018 Oct 22. https://doi.org/10.3390/jcm7100376

  6. Firth R, O'Halloran S (2010) Guidelines for the management of pre-gestational and gestational diabetes mellitus from pre-conception to the postnatal period [Internet]. Office of the Nursing and Midwifery Service Director [cited 18 September 2021]. Available from: https://www.hse.ie/eng/services/list/2/primarycare/east-coast-diabetes-service/management-of-type-2-diabetes/diabetes-and-pregnancy/guidelines-for-the-management-of-pre-gestational-and-gestational-diabetes-mellitus-from-pre-conception-to-the-postnatal-period.pdf

  7. Sacks DA, Hadden DR, Maresh M, Deerochanawong C, Dyer AR, Metzger BE et al (2012) Frequency of gestational diabetes mellitus at collaborating centers based on IADPSG consensus panel-recommended criteria: the Hyperglycemia and Adverse Pregnancy Outcome (HAPO) Study. Diabetes Care 35(3):526–528

    Article  PubMed  PubMed Central  Google Scholar 

  8. O'Sullivan EP, Avalos G, O'Reilly M et al (2011) Atlantic Diabetes in Pregnancy (DIP): the prevalence and outcomes of gestational diabetes mellitus using new diagnostic criteria [published correction appears in Diabetologia. 2016 Apr;59(4):873]. Diabetologia 54(7):1670–1675. https://doi.org/10.1007/s00125-011-2150-4

  9. Noctor E, Crowe C, Carmody LA et al (2016) Abnormal glucose tolerance post-gestational diabetes mellitus as defined by the International Association of Diabetes and Pregnancy Study Groups criteria. Eur J Endocrinol 175(4):287–297. https://doi.org/10.1530/EJE-15-1260

    Article  CAS  PubMed  Google Scholar 

  10. McMahon LE, O’Malley EG, Reynolds CME et al (2020) The impact of revised diagnostic criteria on hospital trends in gestational diabetes mellitus rates in a high income country. BMC Health Serv Res 20:795. https://doi.org/10.1186/s12913-020-05655-y

    Article  PubMed  PubMed Central  Google Scholar 

  11. Buchanan TA, Xiang A, Kjos SL et al (1998) Gestational diabetes: antepartum characteristics that predict postpartum glucose intolerance and type 2 diabetes in Latino women. Diabetes 47(8):1302–1310. https://doi.org/10.2337/diab.47.8.1302

    Article  CAS  PubMed  Google Scholar 

  12. Tuomilehto J, Lindström J, Eriksson JG et al (2001) Prevention of type 2 diabetes mellitus by changes in lifestyle among subjects with impaired glucose tolerance. N Engl J Med 344(18):1343–1350. https://doi.org/10.1056/NEJM200105033441801

    Article  CAS  PubMed  Google Scholar 

  13. O’Dea A, Tierney M, McGuire BE et al (2015) Can the onset of type 2 diabetes be delayed by a group-based lifestyle intervention in women with prediabetes following gestational diabetes mellitus (GDM)? Findings from a randomized control mixed methods trial. J Diabetes Res 2015:798460. https://doi.org/10.1155/2015/798460

    Article  PubMed  PubMed Central  Google Scholar 

  14. Gunderson EP, Hurston SR, Ning X et al (2015) Lactation and progression to type 2 diabetes mellitus after gestational diabetes mellitus: a prospective cohort study. Ann Intern Med 163(12):889–898. https://doi.org/10.7326/M15-0807

    Article  PubMed  PubMed Central  Google Scholar 

  15. Horta BL, de Lima NP (2019) Breastfeeding and type 2 diabetes: systematic review and meta-analysis. Curr Diab Rep 19(1):1. Published 2019 Jan 14. https://doi.org/10.1007/s11892-019-1121-x

  16. Gunderson EP, Lewis CE, Lin Y et al (2018) Lactation duration and progression to diabetes in women across the childbearing years: the 30-year CARDIA study. JAMA Intern Med 178(3):328–337. https://doi.org/10.1001/jamainternmed.2017.7978

    Article  PubMed  PubMed Central  Google Scholar 

  17. Maghbooli Z, Hossein-Nezhad A, Karimi F, Shafaei AR, Larijani B (2008) Correlation between vitamin D3 deficiency and insulin resistance in pregnancy. Diabetes Metab Res Rev 24(1):27–32. https://doi.org/10.1002/dmrr.737

    Article  CAS  PubMed  Google Scholar 

  18. Pittas AG, Dawson-Hughes B, Sheehan P et al (2019) Vitamin D supplementation and prevention of type 2 diabetes. N Engl J Med 381(6):520–530. https://doi.org/10.1056/NEJMoa1900906

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  19. Pittas AG, Jorde R, Kawahara T, Dawson-Hughes B (2020) Vitamin D supplementation for prevention of type 2 diabetes mellitus: to D or not to D? J Clin Endocrinol Metab 105(12):3721–3733. https://doi.org/10.1210/clinem/dgaa594

    Article  PubMed  PubMed Central  Google Scholar 

  20. Fonseca VA (2008) Identification and treatment of prediabetes to prevent progression to type 2 diabetes. Clin Cornerstone 9(2):51–9; discussion 60–1. https://doi.org/10.1016/s1098-3597(09)62039-1. PMID: 19410162

  21. Russell MA, Phipps MG, Olson CL, Welch HG, Carpenter MW (2006) Rates of postpartum glucose testing after gestational diabetes mellitus. Obstet Gynecol 108(6):1456–1462. https://doi.org/10.1097/01.AOG.0000245446.85868.73

    Article  PubMed  Google Scholar 

  22. Rautio N, Jokelainen J, Korpi-Hyövälti E et al (2014) Lifestyle intervention in prevention of type 2 diabetes in women with a history of gestational diabetes mellitus: one-year results of the FIN-D2D project. J Womens Health (Larchmt) 23(6):506–512. https://doi.org/10.1089/jwh.2013.4520

    Article  PubMed  Google Scholar 

  23. American Diabetes Association (2010) Diagnosis and classification of diabetes mellitus [published correction appears in Diabetes Care. 2010 Apr;33(4):e57]. Diabetes Care 33 Suppl 1(Suppl 1):S62-S69. https://doi.org/10.2337/dc10-S062

  24. R A, S H, Ruma D (2012) The waist circumference measurement: a simple method for assessing the abdominal obesity. J Clin Diagn Res 6(9):1510–1513. https://doi.org/10.7860/JCDR/2012/4379.2545

  25. Office IL (2012) International standard classification of occupations. ISCO–08 1

  26. Grundy SM, Brewer HB Jr, Cleeman JI et al (2004) Definition of metabolic syndrome: report of the National Heart, Lung, and Blood Institute/American Heart Association conference on scientific issues related to definition. Circulation 109(3):433–438. https://doi.org/10.1161/01.CIR.0000111245.75752.C6

    Article  PubMed  Google Scholar 

  27. Benhalima K, Lens K, Bosteels J, Chantal M (2019) The risk for glucose intolerance after gestational diabetes mellitus since the introduction of the IADPSG criteria: a systematic review and meta-analysis. J Clin Med 8(9):1431. Published 2019 Sep 10. https://doi.org/10.3390/jcm8091431

  28. Kim C, Newton KM, Knopp RH (2002) Gestational diabetes and the incidence of type 2 diabetes: a systematic review. Diabetes Care 25(10):1862–1868. https://doi.org/10.2337/diacare.25.10.1862

    Article  PubMed  Google Scholar 

  29. Berggren EK, Boggess KA, Stuebe AM, Jonsson FM (2011) National Diabetes Data Group vs Carpenter-Coustan criteria to diagnose gestational diabetes. Am J Obstet Gynecol 205(3):253.e1-253.e2537. https://doi.org/10.1016/j.ajog.2011.06.026

    Article  PubMed  Google Scholar 

  30. Kaufmann RC, Schleyhahn FT, Huffman DG, Amankwah KS (1995) Gestational diabetes diagnostic criteria: long-term maternal follow-up. Am J Obstet Gynecol 172(2 Pt 1):621–625. https://doi.org/10.1016/0002-9378(95)90582-0

    Article  CAS  PubMed  Google Scholar 

  31. Rafii F, Rahimparvar SFV, Mehrdad N, Keramat A (2017) Barriers to postpartum screening for type 2 diabetes: a qualitative study of women with previous gestational diabetes. Pan Afr Med J 26:54. Published 2017 Feb 1. https://doi.org/10.11604/pamj.2017.26.54.11433

  32. Kwong S, Mitchell RS, Senior PA, Chik CL (2009) Postpartum diabetes screening: adherence rate and the performance of fasting plasma glucose versus oral glucose tolerance test. Diabetes Care 32(12):2242–2244. https://doi.org/10.2337/dc09-0900

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  33. Ferrara A, Peng T, Kim C (2009) Trends in postpartum diabetes screening and subsequent diabetes and impaired fasting glucose among women with histories of gestational diabetes mellitus: a report from the Translating Research Into Action for Diabetes (TRIAD) Study. Diabetes Care 32(2):269–274. https://doi.org/10.2337/dc08-1184

    Article  PubMed  PubMed Central  Google Scholar 

  34. Dietz PM, Vesco KK, Callaghan WM et al (2008) Postpartum screening for diabetes after a gestational diabetes mellitus-affected pregnancy. Obstet Gynecol 112(4):868–874. https://doi.org/10.1097/AOG.0b013e318184db63

    Article  PubMed  Google Scholar 

  35. Cho GJ, An JJ, Choi SJ et al (2015) Postpartum glucose testing rates following gestational diabetes mellitus and factors affecting testing non-compliance from four tertiary centers in Korea. J Korean Med Sci 30(12):1841–1846. https://doi.org/10.3346/jkms.2015.30.12.1841

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  36. Catalano PM, Vargo KM, Bernstein IM, Amini SB (1991) Incidence and risk factors associated with abnormal postpartum glucose tolerance in women with gestational diabetes. Am J Obstet Gynecol 165(4 Pt 1):914–919. https://doi.org/10.1016/0002-9378(91)90438-w

    Article  CAS  PubMed  Google Scholar 

  37. Lee AJ, Hiscock RJ, Wein P, Walker SP, Permezel M (2007) Gestational diabetes mellitus: clinical predictors and long-term risk of developing type 2 diabetes: a retrospective cohort study using survival analysis. Diabetes Care 30(4):878–883. https://doi.org/10.2337/dc06-1816

    Article  CAS  PubMed  Google Scholar 

  38. Sternfeld B, Ainsworth BE, Quesenberry CP (1999) Physical activity patterns in a diverse population of women. Prev Med 28(3):313–323. https://doi.org/10.1006/pmed.1998.0470

    Article  CAS  PubMed  Google Scholar 

  39. Kieffer EC, Carman WJ, Gillespie BW, Nolan GH, Worley SE, Guzman JR (2001) Obesity and gestational diabetes among African-American women and Latinas in Detroit: implications for disparities in women's health. J Am Med Womens Assoc (1972) 56(4):181–196

  40. Tierney M (2015) Factors influencing lifestyle behaviours during and after a gestational diabetes mellitus (GDM) pregnancy. Health Psychology and Behavioral Medicine 3

  41. O’Higgins A, Dunne F, Lee B, Smith D, Turner MJ (2014) A national survey of implementation of guidelines for gestational diabetes mellitus. Ir Med J 107(8):231–233

    CAS  PubMed  Google Scholar 

  42. Guo F, Moellering DR, Garvey WT (2014) Use of HbA1c for diagnoses of diabetes and prediabetes: comparison with diagnoses based on fasting and 2 hr glucose values and effects of gender, race, and age. Metab Syndr Relat Disord 12(5):258–268. https://doi.org/10.1089/met.2013.0128

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  43. Harkins DV (2016) A practical guide to integrated type 2 diabetes care. Irish College of General Practitioners

Download references

Acknowledgements

The authors thank Linda Culliney for permission to use the database that she compiled in 2014 and appreciate the valuable insights provided by her and Louise O’Mahony. The authors also thank Darren Dahly for his statistical work.

Funding

The author was awarded the Irish Endocrine Society (IES) summer student research bursary for this study. The views expressed are those of the author(s) and not necessarily those of the IES.

Author information

Authors and Affiliations

Authors

Contributions

EO’S was involved in the design of the study and the acquisition and interpretation of the data. MA was involved in the acquisition of the data. AT was involved in the conception and design of the study. All authors read, contributed to, and approved the final manuscript.

Corresponding author

Correspondence to Evelyn O’Shea.

Ethics declarations

Ethics approval and consent to participate

This research was approved by the Clinical Research Ethics Committee (CREC) of the Cork Teaching Hospitals on the 31st of August 2018 (ECM 6 (yy) 05/06/18 & ECM 3 (ee) 04/09/18). This project was a continuation of a project performed in 2014 by our research team, for which the Biomedical & Scientific Research Ethics Committee (BSREC) (REG-2015–1405) and CREC (ECM 4 (ttt) 14/4/15) granted approval in April 2015. Approval was granted to access this database and informed consent was obtained from the participants who took part in our follow-up study to use their data for research purposes.

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.

Appendix: Modified questionnaire on diet and health

Appendix: Modified questionnaire on diet and health

figure a

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

O’Shea, E., Awang, M.H., Kgosidialwa, O. et al. Abnormal glucose tolerance in women with prior gestational diabetes mellitus: a 4-year follow-up study. Ir J Med Sci 192, 641–648 (2023). https://doi.org/10.1007/s11845-022-03005-x

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s11845-022-03005-x

Keywords

Navigation