Abstract
Aims
The association between gestational diabetes mellitus (GDM) and common carotid artery (CCA) intima-media thickness (IMT) is still controversial. This systematic review and meta-analysis was performed to assess the correlation between GDM and CCA-IMT in and after pregnancy.
Methods
PubMed and EMBASE databases were systematically reviewed on April 2023. Studies measuring CCA-IMT in both pregnant women with GDM and women with previous history of GDM (pGDM) vs. healthy controls were included. The subtotal and overall standardized mean differences (SMDs) of CCA-IMT were calculated using the random-effect model.
Results
Nineteen studies with a total of 302 GDM and 861 pGDM women were analyzed. The average value of CCA-IMT measured in GDM/pGDM (0.59 ± 0.12 mm) was slightly increased in comparison to the accepted reference limits of IMT according to age classes. Substantial heterogeneity was detected for the studies involving both GDM and pGDM women, with an overall statistic I2 of 86.0% (p < 0.001). Large SMDs were obtained for the studies conducted on both GDM and pGDM women, with an overall SMD of 0.89 (95%CI 0.63–1.15, p < 0.001). Egger's test for a regression intercept gave a p-value of 0.37, indicating no publication bias. On meta-regression analysis, all potential confounders (number of patients, age at pregnancy, body mass index, measuring time, follow-up duration and GDM criteria) were not significantly associated with effect modification.
Conclusions
GDM in and after pregnancy is independently associated with subclinical atherosclerosis. The association between GDM and carotid remodeling is potentially mediated by the longstanding underlying risk.
Similar content being viewed by others
Data availability
Data extracted from included studies are publicly available on Zenodo (https://zenodo.org).
Abbreviations
- ACOG:
-
American College of Obstetricians and Gynecologists
- ADA:
-
American Diabetes Association
- BMI:
-
Body mass index
- CCA:
-
Common carotid artery
- DBP:
-
Diastolic blood pressure
- EFT:
-
Epicardial fat thickness
- FGF-23:
-
Fibroblast growth factor-23
- GDM:
-
Gestational diabetes mellitus
- GTT:
-
Glucose tolerance test
- HOMA-IR:
-
Homeostasis model of assessment-insulin resistance
- hsCRP:
-
High-sensitivity C-reactive protein
- IADPSG:
-
International Association of Diabetes and Pregnancy Study Groups
- IMT:
-
Intima-media thickness
- NIH:
-
National Institutes of Health
- NLR:
-
Neutrophil-to-lymphocyte ratio
- pGDM:
-
Previous gestational diabetes mellitus
- PRISMA:
-
Preferred Reporting Items for Systematic Reviews and Meta-analyzes
- RoB:
-
Risk of bias
- SMD:
-
Standardized mean difference
- WHO:
-
World Health Organization
References
Modzelewski R, Stefanowicz-Rutkowska MM, Matuszewski W, Bandurska-Stankiewicz EM (2022) Gestational diabetes mellitus-recent literature review. J Clin Med 11:5736
Mariona FG (2016) Perspectives in obesity and pregnancy. Womens Health (Lond) 12:523–532
Fitzpatrick KE, Tuffnell D, Kurinczuk JJ, Knight M (2017) Pregnancy at very advanced maternal age: a UK population-based cohort study. BJOG 124:1097–1106
Bellamy L, Casas JP, Hingorani AD, Williams D (2009) Type 2 diabetes mellitus after gestational diabetes: a systematic review and meta-analysis. Lancet 373:1773–1779
Noussitou P, Monbaron D, Vial Y, Gaillard RC, Ruiz J (2005) Gestational diabetes mellitus and the risk of metabolic syndrome: a population-based study in Lausanne, Switzerland. Diabetes Metab 31:361–369
Burlina S, Dalfrà MG, Chilelli NC, Lapolla A (2016) Gestational diabetes mellitus and future cardiovascular risk: an update. Int J Endocrinol 2016:2070926
Gunderson EP, Chiang V, Pletcher MJ et al (2014) History of gestational diabetes mellitus and future risk of atherosclerosis in mid-life: the coronary artery risk development in young adults study. J Am Heart Assoc 3:e000490
Bauer M, Caviezel S, Teynor A, Erbel R, Mahabadi AA, Schmidt-Trucksäss A (2012) Carotid intima-media thickness as a biomarker of subclinical atherosclerosis. Swiss Med Wkly 142:w13705
Touboul PJ, Vicaut E, Labreuche J et al (2011) Common carotid artery intima-media thickness: the cardiovascular risk factor multiple evaluation in latin America (CARMELA) study results. Cerebrovasc Dis 31:43–50
Johnsen SH, Mathiesen EB, Joakimsen O et al (2007) Carotid atherosclerosis is a stronger predictor of myocardial infarction in women than in men: a 6-year follow-up study of 6226 persons: the Tromsø study. Stroke 38:2873–2880
Polak JF, Pencina MJ, Pencina KM, O’Donnell CJ, Wolf PA, D’Agostino RB Sr (2011) Carotid-wall intima-media thickness and cardiovascular events. N Engl J Med 365:213–221
Zhang Y, Guallar E, Qiao Y, Wasserman BA (2014) Is carotid intima-media thickness as predictive as other noninvasive techniques for the detection of coronary artery disease? Arterioscler Thromb Vasc Biol 34:1341–1345
Moher D, Liberati A, Tetzlaff J, Altman DG (2009) PRISMA Group Preferred reporting items for systematic reviews and meta-analyzes: the PRISMA Statement. Open Med 3:e123–e130
Ma LL, Wang YY, Yang ZH, Huang D, Weng H, Zeng XT (2020) Methodological quality (risk of bias) assessment tools for primary and secondary medical studies: what are they and which is better? Mil Med Res 7:7
McHugh ML (2012) Interrater reliability: the kappa statistic. Biochem Med Zagreb 22:276–282
Tarim E, Yigit F, Kilicdag E et al (2006) Early onset of subclinical atherosclerosis in women with gestational diabetes mellitus. Ultrasound Obstet Gynecol 27:177–182
Vastagh I, Horváth T, Garamvölgyi Z et al (2011) Preserved structural and functional characteristics of common carotid artery in properly treated normoglycemic women with gestational diabetes mellitus. Acta Physiol Hung 98:294–304
Yousefzadeh G, Hojat H, Enhesari A, Shokoohi M, Eftekhari N, Sheikhvatan M (2012) Increased carotid artery intima-media thickness in pregnant women with gestational diabetes mellitus. J Tehran Heart Cent 7:156–159
Vural M, Camuzcuoglu H, Toy H et al (2012) Evaluation of the future atherosclerotic heart disease with oxidative stress and carotid artery intima media thickness in gestational diabetes mellitus. Endocr Res 37:145–153
Tuzun D, Oguz A, Aydin MN et al (2018) Is FGF-23 an early indicator of atherosclerosis and cardiac dysfunction in patients with gestational diabetes? Arch Endocrinol Metab 62:506–513
Sitzberger C, Oberhoffer-Fritz R, Meyle K et al (2020) Gestational diabetes: physical activity before pregnancy and its influence on the cardiovascular system. Front Pediatr 8:465
Sonaglioni A, Nicolosi GL, Esposito V, Bianchi S, Lombardo M (2022) Prognostic indicators of persistent carotid intima-media thickness increase in postpartum period in a population of normotensive women with gestational diabetes mellitus. Eur J Obstet Gynecol Reprod Biol 269:47–54
Bo S, Valpreda S, Menato G et al (2007) Should we consider gestational diabetes a vascular risk factor? Atherosclerosis 194:e72–e79
Volpe L, Cuccuru I, Lencioni C et al (2008) Early subclinical atherosclerosis in women with previous gestational diabetes mellitus. Diabetes Care 31:e32
Ku YH, Choi SH, Lim S et al (2011) Carotid intimal-medial thickness is not increased in women with previous gestational diabetes mellitus. Diabetes Metab J 35:497–503
Ozuguz U, Isik S, Berker D et al (2011) Gestational diabetes and subclinical inflammation: evaluation of first year postpartum outcomes. Diabetes Res Clin Pract 94:426–433
Bayraktar F, Akinci B, Celtik A et al (2012) Insulin need in gestational diabetes is associated with a worse cardiovascular risk profile after pregnancy. Intern Med 51:839–843
Freire CM, Barbosa FB, de Almeida MC et al (2012) Previous gestational diabetes is independently associated with increased carotid intima-media thickness, similarly to metabolic syndrome—a case control study. Cardiovasc Diabetol 11:59
Fakhrzadeh H, Alatab S, Sharifi F et al (2012) Carotid intima media thickness, brachial flow mediated dilation and previous history of gestational diabetes mellitus. J Obstet Gynaecol Res 38:1057–1063
Akinci B, Celtik A, Tunali S et al (2014) Circulating apelin levels are associated with cardiometabolic risk factors in women with previous gestational diabetes. Arch Gynecol Obstet 289:787–793
Atay AE, Simsek H, Demir B et al (2014) Noninvasive assessment of subclinical atherosclerosis in normotensive gravidae with gestational diabetes. Herz 39:627–632
Caliskan M, Caklili OT, Caliskan Z et al (2014) Does gestational diabetes history increase epicardial fat and carotid intima media thickness? Echocardiography 31:1182–1187
Karoli R, Siddiqi Z, Fatima J, Shukla V, Mishra PP, Khan FA (2015) Assessment of noninvasive risk markers of subclinical atherosclerosis in premenopausal women with previous history of gestational diabetes mellitus. Heart Views 16:13–18
Coustan DR, Carpenter MW (1985) Detection and treatment of gestational diabetes. Clin Obstet Gynecol 28:507–515
American Diabetes Association (2010) Diagnosis and classification of diabetes mellitus. Diabetes Care 33(Suppl 1):S62–S69
World Health Organization (1999) Definition, diagnosis and classification of diabetes mellitus and its complications: report of a WHO consultation. Part 1, Diagnosis and classification of diabetes mellitus. World Health Organization. https://apps.who.int/iris/handle/10665/66040
Benhalima K, Lens K, Bosteels J, Chantal M (2019) The risk for glucose intolerance after gestational diabetes mellitus since the Introduction of the IADPSG criteria: a systematic review and meta-analysis. J Clin Med 8:1431
Metzger BE (1991) Summary and recommendations of the third international workshop-conference on gestational diabetes mellitus. Diabetes 40 Suppl 2:197–201
Kleinwechter H, Schäfer-Graf U (2006) Diabetes und schwangerschaft. Diabetologe 2:351–366
Randrianarisoa E, Rietig R, Jacob S et al (2015) Normal values for intima-media thickness of the common carotid artery–an update following a novel risk factor profiling. Vasa 44:444–450
Lippi G, Albiero A, Montagnana M et al (2007) Lipid and lipoprotein profile in physiological pregnancy. Clin Lab 53:173–177
American Diabetes Association Professional Practice Committee (2022) 15. management of diabetes in pregnancy: standards of medical care in diabetes-2022. Diabetes Care 45:S232–S243
Sargent IL, Borzychowski AM, Redman CW (2006) NK cells and human pregnancy–an inflammatory view. Trends Immunol 27:399–404
Bernardi F, Guolo F, Bortolin T, Petronilho F, Dal-Pizzol F (2008) Oxidative stress and inflammatory markers in normal pregnancy and preeclampsia. J Obstet Gynaecol Res 34:948–951
Sonaglioni A, Esposito V, Caruso C et al (2020) Association between neutrophil to lymphocyte ratio and carotid artery wall thickness in healthy pregnant women. Eur J Obstet Gynecol Reprod Biol 255:98–104
Saltiel AR, Olefsky JM (2017) Inflammatory mechanisms linking obesity and metabolic disease. J Clin Invest 127:1–4
Li JW, He SY, Liu P, Luo L, Zhao L, Xiao YB (2014) Association of gestational diabetes mellitus (GDM) with subclinical atherosclerosis: a systemic review and meta-analysis. BMC Cardiovasc Disord 14:132
Ormazabal V, Nair S, Elfeky O, Aguayo C, Salomon C, Zuñiga FA (2018) Association between insulin resistance and the development of cardiovascular disease. Cardiovasc Diabetol 17:122
Humphries KH, Westendorp IC, Bots ML et al (2001) Parity and carotid artery atherosclerosis in elderly women: the Rotterdam study. Stroke 32:2259–2264
Ness RB, Harris T, Cobb J et al (1993) Number of pregnancies and the subsequent risk of cardiovascular disease. N Engl J Med 328:1528–1533
Franzago M, Fraticelli F, Di Nicola M et al (2018) Early subclinical atherosclerosis in gestational diabetes: the predictive role of routine biomarkers and nutrigenetic variants. J Diabetes Res 2018:9242579
Frigerio B, Werba JP, Amato M et al (2020) Traditional risk factors are causally related to carotid intima-media thickness progression: inferences from observational cohort studies and interventional trials. Curr Pharm Des 26:11–24
Sesmilo G, Prats P, Garcia S et al (2020) First-trimester fasting glycemia as a predictor of gestational diabetes (GDM) and adverse pregnancy outcomes. Acta Diabetol 57:697–703
Harville EW, Crook CE, Bazzano LA et al (2021) Cardiovascular risk factors before and during pregnancy: does pregnancy unmask or initiate risk? J Obstet Gynaecol Res 47:3849–3856
Sugiyama T, Nagao K, Metoki H et al (2014) Pregnancy outcomes of gestational diabetes mellitus according to pre-gestational BMI in a retrospective multi-institutional study in Japan. Endocr J 61:373–380
Goueslard K, Cottenet J, Mariet AS et al (2016) Early cardiovascular events in women with a history of gestational diabetes mellitus. Cardiovasc Diabetol 15:15
Bulletins-Obstetrics C (2018) ACOG practice bulletin no. 190: gestational diabetes mellitus. Obstet Gynecol 131(2):e49-64
D’Ascenzo F, Agostoni P, Abbate A et al (2013) Atherosclerotic coronary plaque regression and the risk of adverse cardiovascular events: a meta-regression of randomized clinical trials. Atherosclerosis 226:178–185
Funding
This research received no external funding.
Author information
Authors and Affiliations
Contributions
A.S. contributed to Conceptualization; A.S., E.P., G.L.N. contributed to Data curation; A.S., E.P., A.N. contributed to Formal analysis; A.S., E.P. contributed to Investigation; A.S., E.P., A.N. contributed to Methodology; A.S., E.P., G.L.N. contributed to Writing—original draft; A.S., E.P., G.L.N., G.A contributed to Writing—review & editing; Supervision, A.F., S.B., M.L., G.A. contributed to Supervision. All authors have read and agreed to the published version of the manuscript.
Corresponding author
Ethics declarations
Conflict of interest
The authors declare no conflict of interest.
Ethical approval
This article does not contain any studies with animals performed by any of the authors.
Additional information
Publisher's Note
Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
This article belongs to the topical collection Pregnancy and Diabetes, managed by Antonio Secchi and Marina Scavini.
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
Sonaglioni, A., Piergallini, E., Naselli, A. et al. The effect of gestational diabetes mellitus on carotid artery intima-media thickness in and after pregnancy: a systematic review and meta-analysis. Acta Diabetol 61, 139–149 (2024). https://doi.org/10.1007/s00592-023-02206-9
Received:
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s00592-023-02206-9