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Impact of risk factors for gestational diabetes (GDM) on pregnancy outcomes in women with GDM

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Abstract

Purpose

In this study, we evaluated the impact of risk factors for gestational diabetes on clinical/biochemical parameters and maternal/fetal outcomes.

Methods

One hundred eighty-three (n 183) women (age 33.8 ± 5.5 years, 59% Caucasians, 41% non-Caucasians) with gestational diabetes were included in the study. Anamnestic information, anthropometric and laboratory parameters, and maternal and fetal outcomes at delivery were collected.

Results

Insulin therapy prevalence was higher in Asians vs Caucasians (p = 0.006), despite lower pre-pregnancy BMI in Asians (p = 0.0001) and in pre-pregnancy overweight vs normal weight patients (p = 0.04). Insulin-treated patients had higher fasting OGTT glucose than patients on diet therapy (p = 0.003). In multivariate analysis, Asian ethnicity, age ≥ 35 years and pre-pregnancy BMI ≥ 25 kg/m2 were independent predictors of insulin therapy. Cesarean section occurred more in women aged ≥ 35 years than < 35 years (p = 0.02). Duration of pregnancy and age showed inverse correlation (r − 0.3 p = 0.013). Week of delivery was lower in patients ≥ 35 years vs patients < 35 years (p = 0.013). Fasting OGTT glucose was higher in overweight than in normal weight patients (p = 0.016). 1-h OGTT glucose was lower in obese vs normal weight (p = 0.03) and overweight patients (p = 0.03). Prevalence of prior gestational diabetes was higher in overweight/obese women (p = 0.002).

Conclusions

Ethnicity, age, and BMI have the heaviest impact on pregnancy outcomes.

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References

  1. American Diabetes Association (2017) Standards of medical care in diabetes—2017. Diabetes Care 40(Suppl 1):S1–S2. https://doi.org/10.2337/dc17-S001

    Article  Google Scholar 

  2. Yuen L, Wong VW (2015) Gestational diabetes mellitus: challenges for different ethnic groups. World J Diabetes 6(8):1024–1032. https://doi.org/10.4239/wjd.v6.i8.1024

    Article  PubMed  PubMed Central  Google Scholar 

  3. Albrecht SS, Kuklina EV, Bansil P, Jamieson DJ, Whiteman MK, Kourtis AP et al (2010) Diabetes trends among delivery hospitalizations in the US, 1994–2004. Diabetes Care 33(4):768–773. https://doi.org/10.2337/dc09-1801

    Article  PubMed  PubMed Central  Google Scholar 

  4. Chiefari E, Arcidiacono B, Foti D, Brunetti A (2017) Gestational diabetes mellitus: an updated overview. J Endocrinol Invest. https://doi.org/10.1007/s40618-016-0607-5 (Epub ahead of print)

    Article  PubMed  Google Scholar 

  5. American Diabetes Association (2004) Gestational diabetes mellitus. Diabetes Care 27(Suppl 1):S88–S90

    Google Scholar 

  6. Coustan DR, Lowe LP, Metzger BE, Dyer AR, International Association of Diabetes and Pregnancy Study Groups (2010) The Hyperglycemia and Adverse Pregnancy Outcome (HAPO) study: paving the way for new diagnostic criteria for gestational diabetes mellitus. Am J Obstet Gynecol 202(6):654.e1-6. https://doi.org/10.1016/j.ajog.2010.04.006

    Article  PubMed  Google Scholar 

  7. Pu J, Zhao B, Wang EJ, Nimbal V, Osmundson S, Kunz L et al (2015) Racial/ethnic differences in gestational diabetes prevalence and contribution of common risk factors. Paediatr Perinat Epidemiol 29(5):436–443. https://doi.org/10.1111/ppe.12209

    Article  PubMed  Google Scholar 

  8. Triunfo S, Lanzone A, Lindqvist PG (2017) Low maternal circulating levels of vitamin D as potential determinant in the development of gestational diabetes mellitus. J Endocrinol Invest 40(10):1049–1059

    Article  PubMed  CAS  Google Scholar 

  9. Cozzolino M, Serena C, Maggio L, Rambaldi MP, Simeone S, Mello G et al (2017) Analysis of the main risk factors for gestational diabetes diagnosed with International Association of Diabetes and Pregnancy Study Groups (IADPSG) criteria in multiple pregnancies. J Endocrinol Invest 40(9):937–943

    Article  PubMed  CAS  Google Scholar 

  10. Alptekin H, Çizmecioğlu A, Işık H, Cengiz T, Yildiz M, Iyisoy MS (2016) Predicting gestational diabetes mellitus during the first trimester using anthropometric measurements and HOMA-IR. J Endocrinol Invest 39:577–583

    Article  PubMed  Google Scholar 

  11. Hedderson M, Ehrlich S, Sridhar S, Darbinian J, Moore S, Ferrara A (2012) Racial/ethnic disparities in the prevalence of gestational diabetes mellitus by BMI. Diabetes Care 35(7):1492–1498. https://doi.org/10.2337/dc11-2267

    Article  PubMed  PubMed Central  Google Scholar 

  12. Kjos SL, Buchanan TA (1999) Gestational diabetes mellitus. N Engl J Med 341:1749–1756. https://doi.org/10.1056/NEJM199912023412307

    Article  PubMed  CAS  Google Scholar 

  13. American Diabetes Association (2002) Position Statement. Screening for Diabetes. Diabetes Care 25(supplement 1):S21–S24

  14. Vandorsten JP, Dodson WC, Espeland MA, Grobman WA, Guise JM, Mercer BM et al (2013) NIH consensus development conference: diagnosing gestational diabetes mellitus. NIH Consens State Sci Statements 29(1):1–31

    PubMed  Google Scholar 

  15. International Association of Diabetes and Pregnancy Study Groups Consensus Panel (2010) International Association of Diabetes and Pregnancy Study Groups recommendations on the diagnosis and classification of hyperglycemia in pregnancy. Diabetes Care 33:676–682. https://doi.org/10.2337/dc09-1848

    Article  PubMed Central  CAS  Google Scholar 

  16. Metzger BE, Lowe LP, Dyer AR, Trimble ER, Chaovarindr U, Coustan DR, HAPO Study Cooperative Research Group et al (2008) Hyperglycemia and adverse pregnancy outcomes. N Engl J Med 358:1991–2002. https://doi.org/10.1056/NEJMoa0707943

    Article  PubMed  Google Scholar 

  17. Sistema nazionale per le linee guida dell’Istituto Superiore di Sanità (2010) Linea guida Gravidanza fisiologica. http://www.snlg-iss.it/cms/files/LG_Gravidanza.pdf. Accessed Nov 2010

  18. AMD SID (2016) Standard italiani per la cura del diabete mellito 2016 http://www.standarditaliani.it/skin/www.standarditaliani.it/pdf/STANDARD_2016_June20.pdf. Accessed 20 June 2016

  19. **ang AH, Li BH, Black MH, Sacks DA, Buchanan TA, Jacobsen SJ et al (2011) Racial and ethnic disparities in diabetes risk after gestational diabetes mellitus. Diabetologia 54(12):3016–3021. https://doi.org/10.1007/s00125-011-2330-2

    Article  PubMed  CAS  Google Scholar 

  20. Pertot T, Molyneaux L, Tan K, Ross GP, Yue DK, Wong J (2011) Can common clinical parameters be used to identify patients who will need insulin treatment in gestational diabetes mellitus? Diabetes Care 34:2214–2216

    Article  PubMed  PubMed Central  Google Scholar 

  21. Wong V, Jalaludin B (2011) Gestational diabetes mellitus: who requires insulin therapy? Aust N Z J Obstet Gynaecol 51:432–436

    Article  PubMed  Google Scholar 

  22. Akinci B, Celtik A, Yener S, Yesil S (2008) Is fasting glucose during oral glucose tolerance test an indicator of the insulin need in gestational diabetes? Diabetes Res Clin Pract 82:219–225

    Article  PubMed  CAS  Google Scholar 

  23. McFarland MB, Langer O, Conway DL, Berkus MD (1999) Dietary therapy for gestational diabetes: how long is long enough? Obstet Gynecol 93:978–982

    PubMed  CAS  Google Scholar 

  24. Mitra S, Nayak PK, Sahoo J, Mathew A, Padma A, Kamalanathan S et al (2014) Predictors of antenatal insulin requirement in gestational diabetes. Gynecol Endocrinol 30:565–568

    Article  PubMed  CAS  Google Scholar 

  25. Bakiner O, Ozsahin BK, Sariturk C, Ertorer E (2013) Risk factors that can predict antenatal insulin need in gestational diabetes. J Clin Med Res 5:381–388

    PubMed  PubMed Central  Google Scholar 

  26. Barnes RA, Wong T, Ross GP, Jalaludin BB, Wong VW, Smart CE et al (2016) A novel validated model for the prediction of insulin therapy initiation and adverse perinatal outcomes in women with gestational diabetes mellitus. Diabetologia 59:2331–2338

    Article  PubMed  CAS  Google Scholar 

  27. Zhang Y, Shao J, Li F, Xu X (2016) Factors in gestational diabetes mellitus predicting the needs for insulin therapy. Int J Endocrinol 2016:4858976

    PubMed  PubMed Central  Google Scholar 

  28. Watanabe M, Katayama A, Kagawa H, Ogawa D, Wada J (2016) Risk factors for the requirement of antenatal insulin treatment in gestational diabetes mellitus. J Diabetes Res 2016:9648798 (Epub 2016 Nov 23)

    Article  PubMed  PubMed Central  CAS  Google Scholar 

  29. Schwartz N, Nachum Z, Green MS (2016) Risk factors of gestational diabetes mellitus recurrence: a meta-analysis. Endocrine 53:662–671

    Article  PubMed  CAS  Google Scholar 

  30. Langer O, Yogev Y, Most O, Xenakis EM (2005) Gestational diabetes: the consequences of not treating. Am J Obstet Gynecol 192(4):989–997

    Article  PubMed  Google Scholar 

  31. WHO Expert Consultation (2004) Appropriate body-mass index for Asian populations and its implications for policy and intervention strategies. Lancet 363:157–163

    Article  Google Scholar 

  32. Hsu WC, Araneta MR, Kanaya AM, Chiang JL, Fujimoto W (2015) BMI cut points to identify at-risk Asian Americans for type 2 diabetes screening. Diabetes Care 38:150–158

    Article  PubMed  Google Scholar 

  33. Bayrampour H, Heaman M (2010) Advanced maternal age and the risk of cesarean birth: a systematic review. Birth 37(3):219–226

    Article  PubMed  Google Scholar 

  34. Jolly M, Sebire N, Harris J, Robinson S, Regan L (2000) The risks associated with pregnancy in women aged 35 years or older. Hum Reprod 15:2433–2437

    Article  PubMed  CAS  Google Scholar 

  35. Bell JS, Campbell DM, Graham WJ, Penney GC, Ryan M, Hall MH (2001) Can obstetric complications explain the high levels of obstetric interventions and maternity service use among older women? A retrospective analysis of routinely collected data. BJOG 108(9):910–918

    PubMed  CAS  Google Scholar 

  36. O’Leary CM, de Klerk N, Keogh J, Pennell C, de Groot J, York L et al (2007) Trends in mode of delivery during 1984–2003: can they be explained by pregnancy and delivery complications? BJOG 114(7):855–864 (Epub 2007 May 15)

    Article  PubMed  Google Scholar 

  37. Gorgal R, Gonçalves E, Barros M, Namora G, Magalhães A, Rodrigues T et al (2012) Gestational diabetes mellitus: a risk factor for non-elective cesarean section. J Obstet Gynaecol Res 38(1):154–159

    Article  PubMed  Google Scholar 

  38. Diet A, Cupisti S, Beckmann MW, Schwab M, Zollner U (2015) Pregnancy and obstetrical outcomes in women over 40 years of age. Geburtshilfe Frauenheilkd 75(8):827–832

    Article  Google Scholar 

  39. Benli AR, Cetin Benli N, Usta AT, Atakul T, Koroglu M (2015) Effect of maternal age on pregnancy outcome and cesarean delivery rate. J Clin Med Res 7(2):97–102

    Article  PubMed  Google Scholar 

  40. Berkowitz GS, Skovron ML, Lapinski RH, Berkowitz RL (1990) Delayed childbearing and the outcome of pregnancy. N Engl J Med 322:659–664

    Article  PubMed  CAS  Google Scholar 

  41. Major CA, deVeciana M, Weeks J, Morgan MA (1998) Recurrence of gestational diabetes: who is at risk? Am J Obstet Gynecol 179(4):1038–1042

    Article  PubMed  CAS  Google Scholar 

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Correspondence to S. Morano.

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All procedures performed in studies involving human participants were in accordance with the ethical standards of the institutional and/or national research committee and with the 1964 Helsinki declaration and its later amendments or comparable ethical standards.

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This article does not contain any studies with animals performed by any of the authors.

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Informed consent was obtained from all individual participants included in the study.

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Filardi, T., Tavaglione, F., Di Stasio, M. et al. Impact of risk factors for gestational diabetes (GDM) on pregnancy outcomes in women with GDM. J Endocrinol Invest 41, 671–676 (2018). https://doi.org/10.1007/s40618-017-0791-y

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