Endocrinol Metab.  2022 Feb;37(1):112-123. 10.3803/EnM.2021.1276.

Risk and Risk Factors for Postpartum Type 2 Diabetes Mellitus in Women with Gestational Diabetes: A Korean Nationwide Cohort Study

Affiliations
  • 1Department of Nursing, Chodang University, Muan, Korea
  • 2Division of Endocrinology and Metabolism, Department of Internal Medicine, Korea University College of Medicine, Seoul, Korea
  • 3College of Nursing, Seoul National University, Seoul, Korea

Abstract

Background
There are differences in risk and risk factor findings of postpartum type 2 diabetes mellitus (T2DM) after gestational diabetes depending on study design and subjects of previous studies. This study aimed to assess these risk and risk factors more accurately through a population-based study to provide basic data for prevention strategies.
Methods
This open retrospective cohort included data of 419,101 women with gestational diabetes and matched 1,228,802 control women who delivered between 2004 and 2016 from the South Korea National Health Information Database of the National Health Insurance Service. Following 14 (median 5.9) years of follow-up, the incidence and hazard ratio (HR) of postpartum T2DM were evaluated using Kaplan-Meier curves and Cox proportional regression models.
Results
The incidence and HR of postpartum T2DM in women with gestational diabetes (compared to women without gestational diabetes) after the 14-year follow-up was 21.3% and 2.78 (95% confidence interval [CI], 2.74 to 2.82), respectively. Comorbid obesity (body mass index [BMI] ≥25 kg/m2) increased postpartum T2DM risk 7.59 times (95% CI, 7.33 to 7.86). Significant risk factors for postpartum T2DM were fasting glucose level, BMI, age, family history of diabetes, hypertension, and insulin use during pregnancy.
Conclusion
This population-based study showed higher postpartum T2DM risk in women with gestational diabetes than in those without, which was further increased by comorbid obesity. BMI and fasting glucose level were important postpartum risk factors. The management of obesity and glycemic control may be important strategies to prevent the incidence of diabetes after delivery.

Keyword

Diabetes, gestational; Diabetes mellitus, type 2; Postpartum period; Body mass index; Glycemic control; Cohort studies

Figure

  • Fig. 1 Study subjects were identified for the analysis of risk of and risk factors for incident type 2 diabetes mellitus after delivery.

  • Fig. 2 Cumulative incidence rate of type 2 diabetes mellitus after delivery was evaluated by Kaplan-Meier curves according to gestational diabetes (A), gestational diabetes and obesity (B). CI, confidence interval.

  • Fig. 3 A forest plot showed significant risk factors for incident type 2 diabetes mellitus 1 year after delivery among women with gestational diabetes. CI, confidence interval; BMI, body mass index.


Reference

1. Li Z, Cheng Y, Wang D, Chen H, Chen H, Ming WK, et al. Incidence rate of type 2 diabetes mellitus after gestational diabetes mellitus: a systematic review and meta-analysis of 170,139 women. J Diabetes Res. 2020; 2020:3076463.
Article
2. Song C, Lyu Y, Li C, Liu P, Li J, Ma RC, et al. Long-term risk of diabetes in women at varying durations after gestational diabetes: a systematic review and meta-analysis with more than 2 million women. Obes Rev. 2018; 19:421–9.
Article
3. Bellamy L, Casas JP, Hingorani AD, Williams D. Type 2 diabetes mellitus after gestational diabetes: a systematic review and meta-analysis. Lancet. 2009; 373:1773–9.
Article
4. Yoon KH, Lee JH, Kim JW, Cho JH, Choi YH, Ko SH, et al. Epidemic obesity and type 2 diabetes in Asia. Lancet. 2006; 368:1681–8.
Article
5. Torloni MR, Betran AP, Horta BL, Nakamura MU, Atallah AN, Moron AF, et al. Prepregnancy BMI and the risk of gestational diabetes: a systematic review of the literature with meta-analysis. Obes Rev. 2009; 10:194–203.
Article
6. International Diabetes Federation. IDF diabetes atlas. 9th ed. Brussels: International Diabetes Federation;2019. p. 32–61.
7. Rhee EJ. Diabetes in Asians. Endocrinol Metab (Seoul). 2015; 30:263–9.
Article
8. Song SO, Song YD, Kim DU, Nam JY, Park KH, Lee YH, et al. A study on the prevalence and characteristics of diabetes in the past 10 years using data from the National Health Insurance Service (Research Report 2014-20-009). Goyang: National Health Insurance Service Ilsan Hospital;2014. p. 23–58. [cited 2022 Feb 2]. Available from: https://www.nhimc.or.kr/cntFileDownLoad.do?DownLoadDir=/down_data/audit/&FileName=audit05_etc08.pdf .
9. Song SH, Hardisty CA. Early onset type 2 diabetes mellitus: a harbinger for complications in later years: clinical observation from a secondary care cohort. QJM. 2009; 102:799–806.
Article
10. Feig DS, Zinman B, Wang X, Hux JE. Risk of development of diabetes mellitus after diagnosis of gestational diabetes. CMAJ. 2008; 179:229–34.
Article
11. Jang HC. Gestational diabetes in Korea: incidence and risk factors of diabetes in women with previous gestational diabetes. Diabetes Metab J. 2011; 35:1–7.
Article
12. Kim C, Newton KM, Knopp RH. Gestational diabetes and the incidence of type 2 diabetes: a systematic review. Diabetes Care. 2002; 25:1862–8.
13. Girgis CM, Gunton JE, Cheung NW. The influence of ethnicity on the development of type 2 diabetes mellitus in women with gestational diabetes: a prospective study and review of the literature. ISRN Endocrinol. 2012; 2012:341638.
Article
14. Jenum AK, Morkrid K, Sletner L, Vangen S, Torper JL, Nakstad B, et al. Impact of ethnicity on gestational diabetes identified with the WHO and the modified International Association of Diabetes and Pregnancy Study Groups criteria: a population-based cohort study. Eur J Endocrinol. 2012; 166:317–24.
Article
15. Kwak SH, Choi SH, Jung HS, Cho YM, Lim S, Cho NH, et al. Clinical and genetic risk factors for type 2 diabetes at early or late post partum after gestational diabetes mellitus. J Clin Endocrinol Metab. 2013; 98:E744–52.
Article
16. Lee H, Jang HC, Park HK, Metzger BE, Cho NH. Prevalence of type 2 diabetes among women with a previous history of gestational diabetes mellitus. Diabetes Res Clin Pract. 2008; 81:124–9.
Article
17. American Diabetes Association. Standards of medical care in diabetes: 2015 abridged for primary care providers. Clin Diabetes. 2015; 33:97–111.
18. Hod M, Kapur A, Sacks DA, Hadar E, Agarwal M, Di Renzo GC, et al. The International Federation of Gynecology and Obstetrics (FIGO) initiative on gestational diabetes mellitus: a pragmatic guide for diagnosis, management, and care. Int J Gynaecol Obstet. 2015; 131(Suppl 3):S173–211.
Article
19. Aroda VR, Christophi CA, Edelstein SL, Zhang P, Herman WH, Barrett-Connor E, et al. The effect of lifestyle intervention and metformin on preventing or delaying diabetes among women with and without gestational diabetes: the Diabetes Prevention Program outcomes study 10-year follow-up. J Clin Endocrinol Metab. 2015; 100:1646–53.
Article
20. Nielsen KK, Kapur A, Damm P, de Courten M, Bygbjerg IC. From screening to postpartum follow-up: the determinants and barriers for gestational diabetes mellitus (GDM) services, a systematic review. BMC Pregnancy Childbirth. 2014; 14:41.
21. Kim C, McEwen LN, Piette JD, Goewey J, Ferrara A, Walker EA. Risk perception for diabetes among women with histories of gestational diabetes mellitus. Diabetes Care. 2007; 30:2281–6.
Article
22. Rayanagoudar G, Hashi AA, Zamora J, Khan KS, Hitman GA, Thangaratinam S. Quantification of the type 2 diabetes risk in women with gestational diabetes: a systematic review and meta-analysis of 95,750 women. Diabetologia. 2016; 59:1403–11.
Article
23. Cheung NW, Helmink D. Gestational diabetes: the significance of persistent fasting hyperglycemia for the subsequent development of diabetes mellitus. J Diabetes Complications. 2006; 20:21–5.
24. Shin NR, Yoon SY, Cho GJ, Choi SJ, Kwon HS, Hong SC, et al. A Korean multicenter study of prenatal risk factors for overt diabetes during the postpartum period after gestational diabetes mellitus. Int J Gynaecol Obstet. 2016; 132:342–6.
Article
25. Kim SJ, Chun H, Jang EH, Lee JS, Kim M, Baek KH, et al. Risk factors for progression to postpartum diabetes mellitus and perinatal complications in women with gestational diabetes mellitus. J Korean Diabetes. 2014; 15:116–23.
Article
26. Baptiste-Roberts K, Barone BB, Gary TL, Golden SH, Wilson LM, Bass EB, et al. Risk factors for type 2 diabetes among women with gestational diabetes: a systematic review. Am J Med. 2009; 122:207–14.
Article
27. Bengtson AM, Ramos SZ, Savitz DA, Werner EF. Risk factors for progression from gestational diabetes to postpartum type 2 diabetes: a review. Clin Obstet Gynecol. 2021; 64:234–43.
Article
28. National Health Insurance Service. Health insurance coverage and population [Internet]. Wonju: National Health Insurance Service;2020. [cited 2022 Feb 2]. Available from https://www.nhis.or.kr/nhis/policy/wbhada01700m01.do .
29. Kim S, Kim MS, You SH, Jung SY. Conducting and reporting a clinical research using Korean healthcare claims database. Korean J Fam Med. 2020; 41:146–52.
Article
30. Seong SC, Kim YY, Khang YH, Park JH, Kang HJ, Lee H, et al. Data resource profile: the national health information database of the National Health Insurance Service in South Korea. Int J Epidemiol. 2017; 46:799–800.
31. Damm P, Houshmand-Oeregaard A, Kelstrup L, Lauenborg J, Mathiesen ER, Clausen TD. Gestational diabetes mellitus and long-term consequences for mother and offspring: a view from Denmark. Diabetologia. 2016; 59:1396–9.
Article
32. Korean Diabetes Association. 2015 Treatment guidelines for diabetes [Internet]. Seoul: Korean Diabetes Association;2015. [cited 2022 Feb 2]. Available from: https://www.diabetes.or.kr/pro/publish/guide.php?code=guide&year_v=2015&number=638&mode=view .
33. Korean Diabetes Association. Diabetes fact sheet in Korea 2018 [Internet]. Seoul: Korean Diabetes Association;2018. [cited 2022 Feb 2]. Available from: https://www.diabetes.or.kr/pro/news/admin.php?category=A&code=admin&mode=view&number=1615 .
34. Cho GJ, Park JH, Lee H, Yoo S, Shin SA, Oh MJ. Prepregnancy factors as determinants of the development of diabetes mellitus after first pregnancy. J Clin Endocrinol Metab. 2016; 101:2923–30.
Article
35. Jang HC, Yim CH, Han KO, Yoon HK, Han IK, Kim MY, et al. Gestational diabetes mellitus in Korea: prevalence and prediction of glucose intolerance at early postpartum. Diabetes Res Clin Pract. 2003; 61:117–24.
Article
36. Kim YL, Cho YW, Park SW, Lee SK, Ahn IS, Na BW, et al. Antepartum characteristics predicting persistent postpartum glucose intolerance in the patients with gestational diabetes mellitus (GDM). J Korean Diabetes Assoc. 2000; 24:46–59.
37. Cho NH, Lim S, Jang HC, Park HK, Metzger BE. Elevated homocysteine as a risk factor for the development of diabetes in women with a previous history of gestational diabetes mellitus: a 4-year prospective study. Diabetes Care. 2005; 28:2750–5.
Article
38. Tura A, Grassi A, Winhofer Y, Guolo A, Pacini G, Mari A, et al. Progression to type 2 diabetes in women with former gestational diabetes: time trajectories of metabolic parameters. PLoS One. 2012; 7:e50419.
Article
39. Cho NH, Jang HC, Park HK, Cho YW. Waist circumference is the key risk factor for diabetes in Korean women with history of gestational diabetes. Diabetes Res Clin Pract. 2006; 71:177–83.
Article
40. Moon JH, Kwak SH, Jung HS, Choi SH, Lim S, Cho YM, et al. Weight gain and progression to type 2 diabetes in women with a history of gestational diabetes mellitus. J Clin Endocrinol Metab. 2015; 100:3548–55.
Article
41. Bao W, Yeung E, Tobias DK, Hu FB, Vaag AA, Chavarro JE, et al. Long-term risk of type 2 diabetes mellitus in relation to BMI and weight change among women with a history of gestational diabetes mellitus: a prospective cohort study. Diabetologia. 2015; 58:1212–9.
Article
42. Korean Diabetes Association. 2007 Treatment guidelines for diabetes. 3th ed. Seoul: Korean Diabetes Association;2007. 14–16:p. 144–148.
43. Jang HC, Cho YM, Park KS, Kim SY, Lee HK, Kim MY, et al. Pregnancy outcome in Korean women with gestational diabetes mellitus diagnosed by the Carpenter-Coustan criteria. J Korean Diabetes Assoc. 2004; 28:122–30.
44. Ferrara A, Hedderson MM, Quesenberry CP, Selby JV. Prevalence of gestational diabetes mellitus detected by the National Diabetes Data Group or the carpenter and coustan plasma glucose thresholds. Diabetes Care. 2002; 25:1625–30.
Article
45. Kim MH, Kwak SH, Kim SH, Hong JS, Chung HR, Choi SH, et al. Pregnancy outcomes of women additionally diagnosed as gestational diabetes by the International Association of the Diabetes and Pregnancy Study Groups Criteria. Diabetes Metab J. 2019; 43:766–75.
Article
46. Khokhar B, Jette N, Metcalfe A, Cunningham CT, Quan H, Kaplan GG, et al. Systematic review of validated case definitions for diabetes in ICD-9-coded and ICD-10-coded data in adult populations. BMJ Open. 2016; 6:e009952.
Article
47. Lipscombe LL, Hwee J, Webster L, Shah BR, Booth GL, Tu K. Identifying diabetes cases from administrative data: a population-based validation study. BMC Health Serv Res. 2018; 18:316.
Article
48. O’Connor PJ, Rush WA, Pronk NP, Cherney LM. Identifying diabetes mellitus or heart disease among health maintenance organization members: sensitivity, specificity, predictive value, and cost of survey and database methods. Am J Manag Care. 1998; 4:335–42.
49. Chen G, Khan N, Walker R, Quan H. Validating ICD coding algorithms for diabetes mellitus from administrative data. Diabetes Res Clin Pract. 2010; 89:189–95.
Article
50. Hulley S, Cummings S, Browner W, Grady D, Newman T. Designing clinical research. 4th ed. Philadelphia: Lippincott Williams & Wilkins;2013. Chapter 9, Enhancing causal inference in observational studies. p. 117–36.
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