Abstract
Objective:
We sought to develop a prediction model to identify women with gestational diabetes (GDM) who require insulin to achieve glycemic control.
Study Design:
Retrospective cohort of all singletons with GDM treated with glyburide from 2007 to 2013. Glyburide failure was defined as reaching glyburide 20 mg day−1 and receiving insulin. Glyburide success was defined as any glyburide dose without insulin and >70% of visits with glycemic control. Multivariable logistic regression analysis was performed to create a prediction model.
Result:
Of the 360 women, 63 (17.5%) qualified as glyburide failure and 157 (43.6%) as glyburide success. The final prediction model for glyburide failure included prior GDM, GDM diagnosis ⩽26 weeks, 1-h glucose challenge test ⩾228 mg dl−1, 3-h glucose tolerance test 1-h value ⩾221 mg dl−1, ⩾7 postprandial blood sugars >120 mg dl−1 in the week glyburide started and ⩾1 blood sugar >200 mg dl−1. The model accurately classified 81% of subjects.
Conclusion:
Women with GDM who will require insulin can be identified at the initiation of pharmacological therapy.
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References
Langer O, Conway DL, Berkus MD, Xenakis EM, Gonzales O . A comparison of glyburide and insulin in women with gestational diabetes mellitus. N Engl J Med 2000; 343 (16): 1134–1138.
Camelo Castillo W, Boggess K, Sturmer T, Brookhart MA, Benjamin DK Jr, Jonsson Funk M . Trends in glyburide compared with insulin use for gestational diabetes treatment in the United States, 2000-2011. Obstet Gynecol 2014; 123 (6): 1177–1184.
Cheng YW, Chung JH, Block-Kurbisch I, Inturrisi M, Caughey AB . Treatment of gestational diabetes mellitus: glyburide compared to subcutaneous insulin therapy and associated perinatal outcomes. J Matern Fetal Neonatal Med 2012; 25 (4): 379–384.
Bertini AM, Silva JC, Taborda W, Becker F, Lemos Bebber FR, Zucco Viesi JM et al. Perinatal outcomes and the use of oral hypoglycemic agents. J Perinat Med 2005; 33 (6): 519–523.
Camelo Castillo W, Boggess K, Sturmer T, Brookhart MA, Benjamin DK Jr, Jonsson Funk M . Association of adverse pregnancy outcomes with glyburide vs insulin in women with gestational diabetes. JAMA Pediatr 2015; 169 (5): 452–458.
Jacobson GF, Ramos GA, Ching JY, Kirby RS, Ferrara A, Field DR . Comparison of glyburide and insulin for the management of gestational diabetes in a large managed care organization. Am J Obstet Gynecol 2005; 193 (1): 118–124.
Joy S, Roman A, Istwan N, Rhea D, Desch C, Stanziano G et al. The effect of maternal obesity on pregnancy outcomes of women with gestational diabetes controlled with diet only, glyburide, or insulin. Am J Perinatol 2012; 29 (8): 643–648.
Chmait R, Dinise T, Moore T . Prospective observational study to establish predictors of glyburide success in women with gestational diabetes mellitus. J Perinatol 2004; 24 (10): 617–622.
Kahn BF, Davies JK, Lynch AM, Reynolds RM, Barbour LA . Predictors of glyburide failure in the treatment of gestational diabetes. Obstet Gynecol 2006; 107 (6): 1303–1309.
Rochon M, Rand L, Roth L, Gaddipati S . Glyburide for the management of gestational diabetes: risk factors predictive of failure and associated pregnancy outcomes. Am J Obstet Gynecol 2006; 195 (4): 1090–1094.
ACOG Committee on Practice Bulletins. ACOG Practice Bulletin No. 137: gestational diabetes mellitus. Obstet Gynecol 2013; 122 (2 Pt 1): 406–416.
Liu X . Classification accuracy and cut point selection. Stat Med 2012; 31 (23): 2676–2686.
Acknowledgements
Dr Harper is supported by K12HD001258–13, PI WW Andrews, which partially supports this work.
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Presented as a poster at The Pregnancy Meeting, Society for Maternal Fetal Medicine, 6 February 2015, San Diego, CA, USA.
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Harper, L., Glover, A., Biggio, J. et al. Predicting failure of glyburide therapy in gestational diabetes. J Perinatol 36, 347–351 (2016). https://doi.org/10.1038/jp.2015.216
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DOI: https://doi.org/10.1038/jp.2015.216
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