Differences in pregnancy outcomes and characteristics between insulin- and diet-treated women with gestational diabetes
Open accessAbstract
BACKGROUND: Our aim was to evaluate the difference in pregnancy outcomes and characteristics between insulin- and diet-treated women with gestational diabetes (GDM). METHODS: Retrospective analysis of the medical files from 2010-2013 of women with GDM diagnosed with the Carpenter & Coustan criteria attending two clinics, one in a university and another in a non-university hospital. Characteristics associated with insulin use were analyzed. Multivariable logistic regression was used to adjust for confounders. For women attending the university hospital, indices of insulin sensitivity such as the reciprocal of the homeostasis model assessment of insulin resistance (1/HOMA-IR) and an index of beta-cell function, the Insulin Secretion-Sensitivity Index-2 (ISSI-2) were calculated. RESULTS: Over a 4 year period, 601 women were identified with GDM of whom 22.9% were obese at first prenatal visit. 24.2% needed insulin. Insulin did not prevent adverse outcomes, as women on insulin had higher rates of large-for-gestational age infants (LGA) (28.5% vs. 13.1 %, p < 0.0001) and more cesarean sections (44.1% vs. 27.0%, p = 0.001), remaining significant after adjustment for confounders. Compared to diet-treated women, women on insulin more often had an ethnic minority background (33.3 % vs. 21.6%, p = 0.004), more often had a history of GDM (21.5% vs. 10.4%, p = 0.002), were more often multiparous (59.3% vs. 47.6%, p = 0.044) and were diagnosed with GDM earlier in pregnancy (weeks 25.3 ± 4.9 vs. 27.1 ± 3.7, p < 0.0001). When undergoing an oral glucose tolerance test, women treated with insulin had a higher fasting glycaemia (97.6 ± 18.8 vs.87.7 ± 10.3, p < 0.0001), a higher 1-hour glycaemia (197.7 ± 30.1 vs.184.5 ± 25.8, p < 0.0001), a higher 2-hour glycaemia (185.2 ± 28.5 vs. 175.0 ± 22.8, p < 0.0001), more often 3 and 4 abnormal values (58.1% vs. 37.8%, p < 0.0001 and 24.8% vs. 7.7%, p < 0.0001) and higher HbA1c levels (5.5 ± 0.6 vs 5.2 ± 0.5, p < 0.0001). ISSI-2 (1.3 ± 0.5 vs. 1.7 ± 0.5, p < 0.0001) and 1/HOMA-IR [0.01 (0.001-0.002) vs. 0.02 (0.01-0.03), p = 0.027] were lower in women on insulin. Women on insulin more often received corticoids in preparation of preterm delivery (11.0% vs. 2.4%, p < 0.0001). CONCLUSION: Compared to diet-treated women with GDM, women treated with insulin have a higher risk profile, impaired beta-cell function and lower insulin sensitivity. Rates of LGA and cesarean sections were higher in insulin-treated women.
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Integrity signals
Registry
Cites
Statistics
Claims the paper makes
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
Belgium has no consensus on GDM diagnosis, two methods are used at the same time, and there is a lack of accurate data on GDM prevalence.
“Belgium has no consensus on a GDM diagnosis, two methods are used at the same time. Additionally, there is a lack of accurate data on the GDM prevalence in this country [141].”
From Evolution of Gestational Diabetes Mellitus across Continents in 21st Century (2022) · cites this paper as [141]
The Methods section states that accurate GDM prevalence data are lacking in Belgium and that screening practices vary across centers. It does not explicitly say there is no national consensus on diagnosis. The Methods and Results describe one diagnostic approach for the study cohort and 14 women in a separate study using different criteria, but do not establish that two diagnostic methods were generally used concurrently in Belgium. (LLM, conf=0.84)
Experimental — accuracy not yet measured
Self-check
Percentages, sums and reported differences re-computed from the paper’s own numbers.
The self-check needs the paper’s full text.
Cites
Matthews, D. R., Hosker, J. P., Rudenski, A. S., Naylor, B. A., Treacher, D. F., & Turner, R. C. (1985) · Diabetologia · doi:10.1007/bf00280883 · Cited by 31,502 · see citing works
Hyperglycemia and adverse pregnancy outcomes
(2008) · New England Journal of Medicine · doi:10.1056/nejmoa0707943 · Cited by 5,563 · see citing works
Standards of medical care in diabetes—2014
American Diabetes Association (2014) · Diabetes Care · doi:10.2337/dc14-s014 · Cited by 4,572 · see citing works
Effect of Treatment of Gestational Diabetes Mellitus on Pregnancy Outcomes
Crowther, C. A., Hiller, J. E., Moss, J. R., McPhee, A. J., Jeffries, W. S., & Robinson, J. S. (2005) · New England Journal of Medicine · doi:10.1056/nejmoa042973 · Cited by 3,159 · see citing works
Buchanan, T. A., & Xiang, A. H. (2005) · Journal of Clinical Investigation · doi:10.1172/jci200524531 · Cited by 2,123 · see citing works
A Multicenter, Randomized Trial of Treatment for Mild Gestational Diabetes
Landon, M. B., Spong, C. Y., Thom, E., Carpenter, M. W., Ramin, S. M., Casey, B., Wapner, R. J., Varner, M. W., Rouse, D. J., Thorp, J. M., et al. (2009) · New England Journal of Medicine · doi:10.1056/nejmoa0902430 · Cited by 2,122 · cited 1× · see citing works
“Two large randomized intervention trials have demonstrated improvement in perinatal outcomes in the group of women who received treatment of mild GDM, especially in the frequency of LGA and preeclampsia [5, 6].”
BackgroundDiagnosis and classification of diabetes mellitus
American Diabetes Association (2009) · Diabetes Care · doi:10.2337/dc09-s062 · Cited by 1,817 · see citing works
Metformin versus insulin for the treatment of gestational diabetes
Rowan, J. A., Hague, W. M., Gao, W., Battin, M. R., & Moore, M. P. (2008) · New England Journal of Medicine · doi:10.1056/nejmoa0707193 · Cited by 1,291 · see citing works
Balsells, M., Garcia-Patterson, A., Sola, I., Roque, M., Gich, I., & Corcoy, R. (2015) · BMJ · doi:10.1136/bmj.h102 · Cited by 498 · see citing works
Metformin vs insulin in the management of gestational diabetes: a meta-analysis
Gui, J., Liu, Q., & Feng, L. (2013) · PLoS ONE · doi:10.1371/journal.pone.0064585 · Cited by 222 · see citing works
Benhalima, K., Hanssens, M., Devlieger, R., Verhaeghe, J., & Mathieu, C. (2013) · International Journal of Endocrinology · doi:10.1155/2013/248121 · Cited by 73 · see citing works
Self-citation
Flagged first, then by citations
Research works printed but not linked: 19
- [3]Gilmartin AB Ural SH Repke JT Gestational diabetes mellitus Rev Obstet Gynecol 2008 1 129 134 19015764 PMC2582643
- [4]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 1779 10.1016/S0140-6736(09)60731-5 19465232 · DOI · Paper page
- [9]Zeng YC Li MJ Chen Y Jiang L Wang SM Mo XL The use of glyburide in the management of gestational diabetes mellitus: a meta-analysis Adv Med Sci 2014 59 95 101 10.1016/j.advms.2014.03.001 24797983 · DOI · Paper page
- [10]Myngheer N Allegaert K Hattersley A McDonald T Kramer H Ashcroft FM Fetal macrosomia with transplacental transfer of sulfonylurea in a mother with KCNJ11-related neonatal diabetes Diabetes Care 2014 37 3333 3335 10.2337/dc14-1247 25231897 PMC5894804 · DOI
- [13]Benhalima K, Van Crombrugge P, Devlieger R, Verhaeghe J, Verhaegen A, De Catte L, et al. Screening for pregestational and gestational diabetes in pregnancy: a survey of obstetrical centers in the northern part of Belgium. Diabetology and Metabolic Syndrome. 2013;5:66. doi:10.1186/1758-5996-5-66. PMC3833269 24405764 · DOI
- [14]Metzger BE, Buchanan TA, Coustan DR, de Leiva A, Dunger DB, Hadden DR, et al. Summary and recommendations of the Fifth International Workshop-Conference on Gestational Diabetes Mellitus. Diabetes Care. 2007;30 suppl 2:S251–60. 17596481
- [15]Institute of Medicine (US) and National Research Council (US) Committee to Reexamine IOM Pregnancy Weight Guidelines Rasmussen KM Yaktine AL Weight Gain During Pregnancy: Reexamining the Guidelines National Academies Press (US) 2009 Washington The National Academies Collection: Reports funded by National Institutes of Health 20669500
- [16]Matsuda M Defronzo RA Insulin sensitivity indices obtained from oral glucose tolerance testing. Comparison with the euglycemic insulin clamp Diabetes Care 1999 22 1462 1470 10.2337/diacare.22.9.1462 10480510 · DOI · Paper page
- [18]Kirwan JP Huston-Presley L Kalhan SC Catalano PM Clinically useful estimates of insulin sensitivity during pregnancy: validation studies in women with normal glucose tolerance and gestational diabetes Diabetes Care 2001 24 1602 1607 10.2337/diacare.24.9.1602 11522706 · DOI
- [19]Retnakaran R Qi Y Goran MI Hamilton JK Evaluation of proposed oral disposition index measures in relation to the actual disposition index Diabet Med 2009 26 1198 1203 10.1111/j.1464-5491.2009.02841.x 20002470 · DOI
- [20]Mitra S Nayak PK Sahoo J Mathew A Padma A Kamalanathan S Predictors for antenatal insulin requirements in gestational diabetes Gynecol Endocrinol 2014 30 565 568 10.3109/09513590.2014.911274 24828607 · DOI
- [21]Wong VW Jalaludin B Gestational diabetes mellitus: who requires insulin therapy? Aust NZ J Obstet Gynaecol 2011 51 432 436 10.1111/j.1479-828X.2011.01329.x 21806589 · DOI
- [22]Bakiner O Bozkirli E Ozsahin K Sariturk C Ertorer E Risk factors that can predict antenatal insulin need in gestational diabetes J Clin Med Res 2013 5 381 388 23976911 PMC3748663
- [24]Catalano PM McIntyre HD Cruickshank JK McCance DR Dyer AR Metzger BE The Hyperglycemia and adverse pregnancy outcome study. Associations of GDM and obesity with pregnancy outcomes Diabetes Care 2012 35 780 786 10.2337/dc11-1790 22357187 PMC3308300 · DOI · Paper page
- [25]Ludwig DS Currie J The association between pregnancy weight gain and birthweight: a within-family comparison Lancet 2010 376 984 990 10.1016/S0140-6736(10)60751-9 20691469 PMC2974327 · DOI
- [28]Juutinen J Hartikainen AL Bloigu R Tapanainen JS A retrospective study on 435 women with gestational diabetes: fasting plasma glucose is not sensitive enough for screening but predicts a need for insulin treatment Diabetes Care 2000 23 1858 1859 10.2337/diacare.23.12.1858 11128372 · DOI
- [29]Akinci B Caltik A Yener S Yesil S Is fasting glucose level during oral glucose tolerance test an indicator of the insulin need in gestational diabetes ? Diabetes Res Clin Pract 2008 82 219 225 10.1016/j.diabres.2008.07.023 18768235 · DOI
- [31]Buchanan TA Pancreatic B-Cell Defects in Gestational Diabetes: Implications for the Pathogenesis and Prevention of Type 2 Diabetes J Clin Endocrinol Metab 2001 86 989 993 10.1210/jcem.86.3.7339 11238474 · DOI
- [32]Benhalima K Leuridan L Calewaert P Devlieger R Verhaeghe J Mathieu C Glucose intolerance after a recent history of gestational diabetes Int J Endocrinology 2014 PMC4142274 25180037
Cited by
Sorted by citations
Barnes, R. A., Wong, T., Ross, G. P., Griffiths, M. M., Smart, C. E., Collins, C. E., MacDonald-Wicks, L., & Flack, J. R. (2020) · Diabetes Care · doi:10.2337/dc19-0800 · Cited by 80 · see citing works
Glucose Intolerance after a Recent History of Gestational Diabetes Based on the 2013 WHO Criteria
Benhalima, K., Jegers, K., Devlieger, R., Verhaeghe, J., & Mathieu, C. (2016) · PLOS ONE · doi:10.1371/journal.pone.0157272 · Cited by 45 · see citing works
Self-citationEvolution of Gestational Diabetes Mellitus across Continents in 21st Century
Dłuski, D. F., Ruszała, M., Rudziński, G., Pożarowska, K., Brzuszkiewicz, K., & Leszczyńska-Gorzelak, B. (2022) · International Journal of Environmental Research and Public Health · doi:10.3390/ijerph192315804 · Cited by 41 · see citing works
“Additionally, there is a lack of accurate data on the GDM prevalence in this country [141].”
Background
- Authors
- Benhalima, K., Robyns, K., Van Crombrugge, P., Deprez, N., Seynhave, B., Devlieger, R., Verhaeghe, J., Mathieu, C., & Nobels, F.
- Affiliations
- Universitair Ziekenhuis Leuven (BE)
- Onze Lieve Vrouwziekenhuis Hospital (BE)
- Corresponding author
- Benhalima, Katrien
- Venue
- BMC Pregnancy and Childbirth
- Published
- 2015-10-23
- Volume
- 15
- Issue
- 1
- Pages
- 271-271
- ISSN
- 1471-2393 (ISSN-L)
- PMC
- PMC4619070
- OpenAlex
- W1884312435
- Cited by
- 55
- References
- 11
- Citations by year
- 2026: 5 · 2025: 1 · 2024: 6 · 2023: 5 · 2022: 8 · 2021: 5 · 2020: 7 · 2019: 7 · 2018: 7 · 2017: 2 · 2016: 2
- FWCI
- 4.17
- Type
- journal article
- Language
- en
- Open access
- gold
- doi.org
- Licence
- Locations
- BMC Pregnancy and Childbirth (publishedVersion, cc-by)
- Europe PMC (PubMed Central) (publishedVersion, cc-by)
- PubMed Central (publishedVersion, cc-by)
- PubMed (publishedVersion)
- Lirias (submittedVersion, cc-by)
- Funders
- Fonds Wetenschappelijk Onderzoek
- Vlaamse regering
- Topics
- Health Sciences › Medicine › Obstetrics and Gynecology › Gestational Diabetes Research and Management
- Health Sciences › Medicine › Endocrinology, Diabetes and Metabolism › Diabetes, Cardiovascular Risks, and Lipoproteins
- Health Sciences › Medicine › Public Health, Environmental and Occupational Health › Pregnancy and Medication Impact
- Keywords
- gestational diabetes mellitus, insulin therapy, dietary management, pregnancy outcomes, large for gestational age, cesarean section, insulin resistance, beta-cell function, HOMA-IR, ethnic minorities, multiparity, maternal obesity, oral glucose tolerance test
- MeSH terms
- Adult, Belgium, Blood Glucose, Cesarean Section, Fasting, Female, Fetal Macrosomia, Glucose Tolerance Test, Glycated Hemoglobin, Humans, Hypoglycemic Agents, Insulin, Insulin Resistance, Minority Groups, Parity, Pregnancy, Pregnancy Outcome, Retrospective Studies, Diabetes, Gestational, Insulin-Secreting Cells
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review