Abstract
Objective
Although there have been many studies on gestational diabetes mellitus (GDM) treatment, there is still a knowledge gap regarding the comparative cost-effectiveness of metformin and insulin in the treatment phase. Existing studies have focused on treatment efficacy and drug safety, but relatively little has been explored regarding cost-effectiveness analysis. In particular, no comprehensive study has evaluated the cost-effectiveness of metformin and insulin for GDM treatment. Therefore, this study aimed to fill this knowledge gap by conducting a cost-effectiveness analysis of these two treatments for GDM.
Methods
A decision-analytic model was used to compare the cost-effectiveness of metformin and insulin in China. Probabilities, costs, and utilities were derived from the literature. The cost and quality-adjusted life years (QALYs) were calculated using the roll-back method. The strategy was considered cost-effective if the incremental cost-effectiveness ratio (ICER) was below the willingness-to-pay (WTP) threshold of ¥242,938 per QALY. Sensitivity analyses were also conducted to assess the robustness of the results.
Results
The roll-back analysis indicated that insulin was not cost-effective compared to metformin, resulting in increased costs and decreased QALYs, with a negative ICER. These findings suggested that metformin is a cost-effective option than insulin. Furthermore, the sensitivity analysis showed that the model was robust.
Conclusions
Compared with insulin, metformin is a cost-effective treatment option for GDM.
Similar content being viewed by others
Data availability
All included studies are available in a major database.
References
Szmuilowicz ED, Josefson JL, Metzger BE (2019) Gestational diabetes mellitus. Endocrinol Metab Clin North Am 48(3):479–493. https://doi.org/10.1016/j.ecl.2019.05.001
Lowe WL Jr, Scholtens DM, Lowe LP, Kuang A, Nodzenski M, Talbot O et al (2018) Association of gestational diabetes with maternal disorders of glucose metabolism and childhood adiposity. JAMA 320(10):1005–1016. https://doi.org/10.1001/jama.2018.11628
Cheng YW, Block-Kurbisch I, Caughey AB (2009) Carpenter-Coustan criteria compared with the national diabetes data group thresholds for gestational diabetes mellitus. Obstet Gynecol 114(2 Pt 1):326–332. https://doi.org/10.1097/AOG.0b013e3181ae8d85
Juan J, Yang H (2020) Prevalence, prevention, and lifestyle intervention of gestational diabetes mellitus in China. Int J Environ Res Public Health. https://doi.org/10.3390/ijerph17249517
Alfadhli EM (2015) Gestational diabetes mellitus. Saudi Med J 36(4):399–406. https://doi.org/10.15537/smj.2015.4.10307
Batiha GE, Al-Kuraishy HM, Al-Maiahy TJ, Al-Buhadily AK, Saad HM, Al-Gareeb AI et al (2022) Plasminogen activator inhibitor 1 and gestational diabetes: the causal relationship. Diabetol Metab Syndr 14(1):127. https://doi.org/10.1186/s13098-022-00900-2
Brown J, Grzeskowiak L, Williamson K, Downie MR, Crowther CA (2017) Insulin for the treatment of women with gestational diabetes. Cochrane Database Syst Rev. https://doi.org/10.1002/14651858.CD012037.pub2
Caughey AB, Turrentine M (2018) ACOG practice bulletin no. 190 summary: gestational diabetes mellitus. Obstet Gynecol 131(2):406–408. https://doi.org/10.1097/aog.0000000000002498
Rowan JA, Hague WM, Gao W, Battin MR, Moore MP (2008) Metformin versus insulin for the treatment of gestational diabetes. N Engl J Med 358(19):2003–2015. https://doi.org/10.1056/NEJMoa0707193
Paschou SA, Shalit A, Gerontiti E, Athanasiadou KI, Kalampokas T, Psaltopoulou T et al (2023) Efficacy and safety of metformin during pregnancy: an update. Endocrine. https://doi.org/10.1007/s12020-023-03550-0
Li F, Liu L, Hu Y, Marx CM, Liu W (2022) Efficacy and safety of metformin compared to insulin in gestational diabetes: a systemic review and meta-analysis of Chinese randomized controlled trials. Int J Clin Pharm 44(5):1102–1113. https://doi.org/10.1007/s11096-022-01438-z
He K, Guo Q, Ge J, Li J, Li C, **g Z (2022) The efficacy and safety of metformin alone or as an add-on therapy to insulin in pregnancy with GDM or T2DM: a systematic review and meta-analysis of 21 randomized controlled trials. J Clin Pharm Ther 47(2):168–177. https://doi.org/10.1111/jcpt.13503
Tarry-Adkins JL, Aiken CE, Ozanne SE (2019) Neonatal, infant, and childhood growth following metformin versus insulin treatment for gestational diabetes: a systematic review and meta-analysis. PLoS Med 16(8):e1002848. https://doi.org/10.1371/journal.pmed.1002848
Farrar D, Simmonds M, Griffin S, Duarte A, Lawlor DA, Sculpher M et al (2016) The identification and treatment of women with hyperglycaemia in pregnancy: an analysis of individual participant data, systematic reviews, meta-analyses and an economic evaluation. Health Technol Assess 20(86):1–348. https://doi.org/10.3310/hta20860
Todorova K, Palaveev O, Petkova VB, Stefanova M, Dimitrova Z (2007) A pharmacoeconomical model for choice of a treatment for pregnant women with gestational diabetes. Acta Diabetol 44(3):144–148. https://doi.org/10.1007/s00592-007-0255-5
Werner EF, Pettker CM, Zuckerwise L, Reel M, Funai EF, Henderson J et al (2012) Screening for gestational diabetes mellitus: are the criteria proposed by the international association of the Diabetes and Pregnancy Study Groups cost-effective? Diabetes Care 35(3):529–535. https://doi.org/10.2337/dc11-1643
Dasari PG, Karthikeyani B (2022) Comparison of metformin and insulin therapy for the treatment of gestational diabetes mellitus—a randomised controlled trial. Int J Diabetes Dev Ctries. https://doi.org/10.1007/s13410-022-01048-5
Chen PY, Finkelstein EA, Ng MJ, Yap F, Yeo GS, Rajadurai VS et al (2016) Incremental cost-effectiveness analysis of gestational diabetes mellitus screening strategies in Singapore. Asia Pac J Public Health 28(1):15–25. https://doi.org/10.1177/1010539515612908
Yue X, Li Y, Wu J, Guo JJ (2021) Current development and practice of pharmacoeconomic evaluation guidelines for universal health coverage in China. Value Health Reg Issues 24:1–5. https://doi.org/10.1016/j.vhri.2020.07.580
Nita ME, Eliaschewitz FG, Ribeiro E, Asano E, Barbosa E, Takemoto M et al (2012) Cost-effectiveness and budget impact of saxagliptine as additional therapy to metformin for the treatment of diabetes mellitus type 2 in the Brazilian private health system. Rev Assoc Med Bras (1992) 58(3):294–301
Knowler WC, Fowler SE, Hamman RF, Christophi CA, Hoffman HJ, Brenneman AT et al (2009) 10-year follow-up of diabetes incidence and weight loss in the diabetes prevention program outcomes study. Lancet 374(9702):1677–1686. https://doi.org/10.1016/s0140-6736(09)61457-4
Kuppermann M, Nease RF, Learman LA, Gates E, Blumberg B, Washington AE (2000) Procedure-related miscarriages and down syndrome-affected births: implications for prenatal testing based on women’s preferences. Obstet Gynecol 96(4):511–516. https://doi.org/10.1016/s0029-7844(00)00969-8
Xu T, Dainelli L, Yu K, Ma L, Silva Zolezzi I, Detzel P et al (2017) The short-term health and economic burden of gestational diabetes mellitus in China: a modelling study. BMJ Open 7(12):e018893. https://doi.org/10.1136/bmjopen-2017-018893
Ohno MS, Sparks TN, Cheng YW, Caughey AB (2011) Treating mild gestational diabetes mellitus: a cost-effectiveness analysis. Am J Obstet Gynecol 205(3):282.e281-287. https://doi.org/10.1016/j.ajog.2011.06.051
Guoen L (2020) China Guidelines for pharmacoeconomic evaluations in 2020. China Market Press
Goetzl L, Wilkins I (2002) Glyburide compared to insulin for the treatment of gestational diabetes mellitus: a cost analysis. J Perinatol 22(5):403–406. https://doi.org/10.1038/sj.jp.7210759
Picón-César MJ, Molina-Vega M, Suárez-Arana M, González-Mesa E, Sola-Moyano AP, Roldan-López R et al (2021) Metformin for gestational diabetes study: metformin vs insulin in gestational diabetes: glycemic control and obstetrical and perinatal outcomes: randomized prospective trial. Am J Obstet Gynecol 225(5):511–517
Agro KE, Bradley CA, Mittmann N, Iskedjian M, Ilersich AL, Einarson TR (1997) Sensitivity analysis in health economic and pharmacoeconomic studies. An appraisal of the literature. Pharmacoeconomics 11(1):75–88. https://doi.org/10.2165/00019053-199711010-00009
Chen Q, Ayer T, Chhatwal J (2017) Sensitivity analysis in sequential decision models. Med Decis Making 37(2):243–252. https://doi.org/10.1177/0272989x16670605
Greenhawt M, Oppenheimer J, Codispoti CD (2021) A practical guide to understanding cost-effectiveness analyses. J Allergy Clin Immunol Pract 9(12):4200–4207. https://doi.org/10.1016/j.jaip.2021.10.006
Cahill AG, Odibo AO, Stout MJ, Grobman WA, Macones GA, Caughey AB (2011) Magnesium sulfate therapy for the prevention of cerebral palsy in preterm infants: a decision-analytic and economic analysis. Am J Obstet Gynecol 205(6):542.e541-547. https://doi.org/10.1016/j.ajog.2011.09.004
Black WC (1990) The CE plane: a graphic representation of cost-effectiveness. Med Decis Making 10(3):212–214. https://doi.org/10.1177/0272989x9001000308
McCabe C, Paulden M, Awotwe I, Sutton A, Hall P (2020) One-way sensitivity analysis for probabilistic cost-effectiveness analysis: conditional expected incremental net benefit. Pharmacoeconomics 38(2):135–141. https://doi.org/10.1007/s40273-019-00869-3
Alenzi EO (2021) Cost-effectiveness analysis of polycystic ovary syndrome management and the risk of gestational diabetes in pregnant women: a decision-tree model. Expert Rev Pharmacoecon Outcomes Res 21(5):995–999. https://doi.org/10.1080/14737167.2020.1819796
Weile LK, Kahn JG, Marseille E, Jensen DM, Damm P, Lohse N (2015) Global cost-effectiveness of GDM screening and management: current knowledge and future needs. Best Pract Res Clin Obstet Gynaecol 29(2):206–224. https://doi.org/10.1016/j.bpobgyn.2014.06.009
Fitria N, van Asselt ADI, Postma MJ (2019) Cost-effectiveness of controlling gestational diabetes mellitus: a systematic review. Eur J Health Econ 20(3):407–417. https://doi.org/10.1007/s10198-018-1006-y
Kilpatrick S (2001) ACOG practice bulletin. Clinical management guidelines for obstetrician-gynecologists. Number 32, November 2001 (replaces Technical Bulletin Number 181, June 1993, and Committee Opinion Number 241, September 2000). Thyroid disease in pregnancy. Obstet Gynecol 98(5 Pt 1):879–888. https://doi.org/10.1016/s0029-7844(01)01648-9
Helble M, Aizawa T (2017) International trade and determinants of price differentials of insulin medicine. Health Policy Plan 32(1):1–10. https://doi.org/10.1093/heapol/czw085
**e S, Wu J, **e F (2022) Population norms for SF-6Dv2 and EQ-5D-5L in China. Appl Health Econ Health Policy 20(4):573–585. https://doi.org/10.1007/s40258-022-00715-2
Homko CJ, Reece EA (2006) Insulins and oral hypoglycemic agents in pregnancy. J Matern Fetal Neonatal Med 19(11):679–686. https://doi.org/10.1080/14767050600863376
Acknowledgements
We would like to thank the library of Shenyang Pharmaceutical University for their help in retrieving the literature.
Funding
This research received no external funding.
Author information
Authors and Affiliations
Contributions
ZJL: Protocol development, Data collection, Data analysis, and Manuscript writing. RW: Data analysis, Manuscript writing, and Manuscript editing.
Corresponding author
Ethics declarations
Conflicts of interest
The authors declare no conflicts of interest.
Institutional review board statement
Not applicable.
Informed consent
Not applicable.
Additional information
Publisher's Note
Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
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.
About this article
Cite this article
Wu, R., Li, Z. Cost-effectiveness analysis of metformin versus insulin in the treatment of gestational diabetes mellitus. Arch Gynecol Obstet 310, 135–144 (2024). https://doi.org/10.1007/s00404-024-07483-5
Received:
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s00404-024-07483-5