Skip to main content
Erschienen in: Acta Diabetologica 3/2015

01.06.2015 | Original Article

Low-educated women have an increased risk of gestational diabetes mellitus: the Generation R Study

verfasst von: Selma H. Bouthoorn, Lindsay M. Silva, Sheila E. Murray, Eric A. P. Steegers, Vincent W. V. Jaddoe, Henriette Moll, Albert Hofman, Johan P. Mackenbach, Hein Raat

Erschienen in: Acta Diabetologica | Ausgabe 3/2015

Einloggen, um Zugang zu erhalten

Abstract

Aims

To investigate whether maternal educational level is associated with gestational diabetes mellitus (GDM), and to what extent risk factors for GDM mediate the effect of educational level.

Methods

We examined data of 7,511 pregnant women participating in a population-based cohort study in Rotterdam, the Netherlands. The highest achieved education was categorized into four levels. Diagnosis of GDM was retrieved from delivery records. Odds ratios (OR) of GDM were calculated for levels of education, adjusting for confounders and potential mediators. Mediators were selected according to Baron and Kenny’s causal step approach.

Results

Adjusted for ethnicity, age, family history of diabetes and parity, women in the lowest educational level were three times more likely to develop GDM than women in the highest level (OR 3.07; 95 % CI 1.37, 6.89). Selected mediators were alcohol use and body mass index (BMI). Additional adjustment for alcohol use attenuated the OR to 2.54 (95 % CI 1.11, 5.78). The individual addition of BMI attenuated the OR to 2.35 (95 % CI 1.03, 5.35). All mediators together explained 51 % (95 % CI −122, −25) of the association between low education and GDM.

Conclusions

Low maternal educational level is associated with GDM, which is mainly due to higher rates of overweight and obesity. In order to reduce the higher rates of GDM, and consequently type 2 diabetes among women in low socioeconomic subgroups, prevention and intervention strategies need to be focused on reducing the rates of overweight and obesity before pregnancy.
Literatur
1.
Zurück zum Zitat Cheung NW, Byth K (2003) Population health significance of gestational diabetes. Diabetes Care 26:2005–2009CrossRefPubMed Cheung NW, Byth K (2003) Population health significance of gestational diabetes. Diabetes Care 26:2005–2009CrossRefPubMed
2.
Zurück zum Zitat Boney CM, Verma A, Tucker R, Vohr BR (2005) Metabolic syndrome in childhood: association with birth weight, maternal obesity, and gestational diabetes mellitus. Pediatrics 115:e290–e296CrossRefPubMed Boney CM, Verma A, Tucker R, Vohr BR (2005) Metabolic syndrome in childhood: association with birth weight, maternal obesity, and gestational diabetes mellitus. Pediatrics 115:e290–e296CrossRefPubMed
3.
Zurück zum Zitat Gillman MW, Rifas-Shiman S, Berkey CS, Field AE, Colditz GA (2003) Maternal gestational diabetes, birth weight, and adolescent obesity. Pediatrics 111:e221–e226CrossRefPubMed Gillman MW, Rifas-Shiman S, Berkey CS, Field AE, Colditz GA (2003) Maternal gestational diabetes, birth weight, and adolescent obesity. Pediatrics 111:e221–e226CrossRefPubMed
4.
Zurück zum Zitat Fadl H, Magnuson A, Ostlund I, Montgomery S, Hanson U, Schwarcz E (2014) Gestational diabetes mellitus and later cardiovascular disease: a Swedish population based case-control study. BJOG. doi:10.1111/1471-0528.12754 Fadl H, Magnuson A, Ostlund I, Montgomery S, Hanson U, Schwarcz E (2014) Gestational diabetes mellitus and later cardiovascular disease: a Swedish population based case-control study. BJOG. doi:10.​1111/​1471-0528.​12754
5.
Zurück zum Zitat Shah BR, Retnakaran R, Booth GL (2008) Increased risk of cardiovascular disease in young women following gestational diabetes mellitus. Diabetes Care 31:1668–1669CrossRefPubMedCentralPubMed Shah BR, Retnakaran R, Booth GL (2008) Increased risk of cardiovascular disease in young women following gestational diabetes mellitus. Diabetes Care 31:1668–1669CrossRefPubMedCentralPubMed
6.
Zurück zum Zitat Rathmann W, Giani G (2004) Global prevalence of diabetes: estimates for the year 2000 and projections for 2030. Diabetes Care 27:2568–2569 author reply 2569CrossRefPubMed Rathmann W, Giani G (2004) Global prevalence of diabetes: estimates for the year 2000 and projections for 2030. Diabetes Care 27:2568–2569 author reply 2569CrossRefPubMed
7.
Zurück zum Zitat Evans JM, Newton RW, Ruta DA, MacDonald TM, Morris AD (2000) Socio-economic status, obesity and prevalence of type 1 and type 2 diabetes mellitus. Diabet Med 17:478–480PubMed Evans JM, Newton RW, Ruta DA, MacDonald TM, Morris AD (2000) Socio-economic status, obesity and prevalence of type 1 and type 2 diabetes mellitus. Diabet Med 17:478–480PubMed
8.
Zurück zum Zitat Agardh EE, Ahlbom A, Andersson T et al (2004) Explanations of socioeconomic differences in excess risk of type 2 diabetes in Swedish men and women. Diabetes Care 27:716–721CrossRefPubMed Agardh EE, Ahlbom A, Andersson T et al (2004) Explanations of socioeconomic differences in excess risk of type 2 diabetes in Swedish men and women. Diabetes Care 27:716–721CrossRefPubMed
9.
Zurück zum Zitat Bo S, Menato G, Bardelli C et al (2002) Low socioeconomic status as a risk factor for gestational diabetes. Diabetes Metab 28:139–140PubMed Bo S, Menato G, Bardelli C et al (2002) Low socioeconomic status as a risk factor for gestational diabetes. Diabetes Metab 28:139–140PubMed
10.
Zurück zum Zitat Ben-Haroush A, Yogev Y, Hod M (2004) Epidemiology of gestational diabetes mellitus and its association with type 2 diabetes. Diabet Med 21:103–113PubMed Ben-Haroush A, Yogev Y, Hod M (2004) Epidemiology of gestational diabetes mellitus and its association with type 2 diabetes. Diabet Med 21:103–113PubMed
11.
Zurück zum Zitat Saldana TM, Siega-Riz AM, Adair LS (2004) Effect of macronutrient intake on the development of glucose intolerance during pregnancy. Am J Clin Nutr 79:479–486PubMed Saldana TM, Siega-Riz AM, Adair LS (2004) Effect of macronutrient intake on the development of glucose intolerance during pregnancy. Am J Clin Nutr 79:479–486PubMed
12.
Zurück zum Zitat Hosler AS, Nayak SG, Radigan AM (2011) Stressful events, smoking exposure and other maternal risk factors associated with gestational diabetes mellitus. Paediatr Perinat Epidemiol 25:566–574PubMed Hosler AS, Nayak SG, Radigan AM (2011) Stressful events, smoking exposure and other maternal risk factors associated with gestational diabetes mellitus. Paediatr Perinat Epidemiol 25:566–574PubMed
13.
Zurück zum Zitat Jaddoe VW, Mackenbach JP, Moll HA et al (2006) The Generation R Study: design and cohort profile. Eur J Epidemiol 21:475–484PubMed Jaddoe VW, Mackenbach JP, Moll HA et al (2006) The Generation R Study: design and cohort profile. Eur J Epidemiol 21:475–484PubMed
14.
Zurück zum Zitat Jaddoe VW, Bakker R, van Duijn CM et al (2007) The Generation R Study biobank: a resource for epidemiological studies in children and their parents. Eur J Epidemiol 22:917–923PubMedCentralPubMed Jaddoe VW, Bakker R, van Duijn CM et al (2007) The Generation R Study biobank: a resource for epidemiological studies in children and their parents. Eur J Epidemiol 22:917–923PubMedCentralPubMed
15.
Zurück zum Zitat Jaddoe VW, van Duijn CM, Franco OH et al (2012) The Generation R Study: design and cohort update 2012. Eur J Epidemiol 27:739–756PubMed Jaddoe VW, van Duijn CM, Franco OH et al (2012) The Generation R Study: design and cohort update 2012. Eur J Epidemiol 27:739–756PubMed
16.
Zurück zum Zitat World Medical Association I (2009) Declaration of Helsinki. Ethical principles for medical research involving human subjects. J Indian Med Assoc 107:403–405 World Medical Association I (2009) Declaration of Helsinki. Ethical principles for medical research involving human subjects. J Indian Med Assoc 107:403–405
17.
Zurück zum Zitat Statistics Netherlands (2004) Standaard Onderwijsindeling 2003. Voorburg/Heerlen Statistics Netherlands (2004) Standaard Onderwijsindeling 2003. Voorburg/Heerlen
19.
Zurück zum Zitat Statistics Netherlands (2004) Allochtonen in Nederland 2004. Voorburg/Heerlen. Statistics Netherlands (2004) Allochtonen in Nederland 2004. Voorburg/Heerlen.
20.
Zurück zum Zitat Jauniaux E, Burton GJ (2007) Morphological and biological effects of maternal exposure to tobacco smoke on the feto-placental unit. Early Hum Dev 83:699–706PubMed Jauniaux E, Burton GJ (2007) Morphological and biological effects of maternal exposure to tobacco smoke on the feto-placental unit. Early Hum Dev 83:699–706PubMed
21.
Zurück zum Zitat Effron B, Tibshirani RJ (1993) An Introduction to the Bootstrap. Chapman and Hall, London Effron B, Tibshirani RJ (1993) An Introduction to the Bootstrap. Chapman and Hall, London
22.
Zurück zum Zitat Rudra CB, Sorensen TK, Leisenring WM, Dashow E, Williams MA (2007) Weight characteristics and height in relation to risk of gestational diabetes mellitus. Am J Epidemiol 165:302–308PubMed Rudra CB, Sorensen TK, Leisenring WM, Dashow E, Williams MA (2007) Weight characteristics and height in relation to risk of gestational diabetes mellitus. Am J Epidemiol 165:302–308PubMed
23.
Zurück zum Zitat Seoud MA, Nassar AH, Usta IM, Melhem Z, Kazma A, Khalil AM (2002) Impact of advanced maternal age on pregnancy outcome. Am J Perinatol 19:1–8PubMed Seoud MA, Nassar AH, Usta IM, Melhem Z, Kazma A, Khalil AM (2002) Impact of advanced maternal age on pregnancy outcome. Am J Perinatol 19:1–8PubMed
24.
Zurück zum Zitat Solomon CG, Willett WC, Carey VJ et al (1997) A prospective study of pregravid determinants of gestational diabetes mellitus. JAMA 278:1078–1083CrossRefPubMed Solomon CG, Willett WC, Carey VJ et al (1997) A prospective study of pregravid determinants of gestational diabetes mellitus. JAMA 278:1078–1083CrossRefPubMed
25.
Zurück zum Zitat American Diabetes Association (2004) Gestational diabetes mellitus. Diabetes Care 27 Suppl 1: S88–90 American Diabetes Association (2004) Gestational diabetes mellitus. Diabetes Care 27 Suppl 1: S88–90
26.
Zurück zum Zitat van Leeuwen M, Zweers EJ, Opmeer BC et al (2007) Comparison of accuracy measures of two screening tests for gestational diabetes mellitus. Diabetes Care 30:2779–2784CrossRefPubMed van Leeuwen M, Zweers EJ, Opmeer BC et al (2007) Comparison of accuracy measures of two screening tests for gestational diabetes mellitus. Diabetes Care 30:2779–2784CrossRefPubMed
27.
Zurück zum Zitat Anna V, van der Ploeg HP, Cheung NW, Huxley RR, Bauman AE (2008) Sociodemographic correlates of the increasing trend in prevalence of gestational diabetes mellitus in a large population of women between 1995 and 2005. Diabetes Care 31:2288–2293CrossRefPubMedCentralPubMed Anna V, van der Ploeg HP, Cheung NW, Huxley RR, Bauman AE (2008) Sociodemographic correlates of the increasing trend in prevalence of gestational diabetes mellitus in a large population of women between 1995 and 2005. Diabetes Care 31:2288–2293CrossRefPubMedCentralPubMed
28.
Zurück zum Zitat Janghorbani M, Stenhouse EA, Jones RB, Millward BA (2006) Is neighbourhood deprivation a risk factor for gestational diabetes mellitus? Diabet Med 23:313–317PubMed Janghorbani M, Stenhouse EA, Jones RB, Millward BA (2006) Is neighbourhood deprivation a risk factor for gestational diabetes mellitus? Diabet Med 23:313–317PubMed
29.
Zurück zum Zitat Shen JJ, Tymkow C, MacMullen N (2005) Disparities in maternal outcomes among four ethnic populations. Ethn Dis 15:492–497PubMed Shen JJ, Tymkow C, MacMullen N (2005) Disparities in maternal outcomes among four ethnic populations. Ethn Dis 15:492–497PubMed
30.
Zurück zum Zitat Kahn SE, Hull RL, Utzschneider KM (2006) Mechanisms linking obesity to insulin resistance and type 2 diabetes. Nature 444:840–846CrossRefPubMed Kahn SE, Hull RL, Utzschneider KM (2006) Mechanisms linking obesity to insulin resistance and type 2 diabetes. Nature 444:840–846CrossRefPubMed
31.
Zurück zum Zitat Baliunas DO, Taylor BJ, Irving H et al (2009) Alcohol as a risk factor for type 2 diabetes: a systematic review and meta-analysis. Diabetes Care 32:2123–2132CrossRefPubMedCentralPubMed Baliunas DO, Taylor BJ, Irving H et al (2009) Alcohol as a risk factor for type 2 diabetes: a systematic review and meta-analysis. Diabetes Care 32:2123–2132CrossRefPubMedCentralPubMed
32.
Zurück zum Zitat Heianza Y, Arase Y, Saito K et al (2013) Role of alcohol drinking pattern in type 2 diabetes in Japanese men: the Toranomon Hospital Health Management Center Study 11 (TOPICS 11). Am J Clin Nutr 97:561–568PubMed Heianza Y, Arase Y, Saito K et al (2013) Role of alcohol drinking pattern in type 2 diabetes in Japanese men: the Toranomon Hospital Health Management Center Study 11 (TOPICS 11). Am J Clin Nutr 97:561–568PubMed
33.
Zurück zum Zitat Koppes LL, Dekker JM, Hendriks HF, Bouter LM, Heine RJ (2005) Moderate alcohol consumption lowers the risk of type 2 diabetes: a meta-analysis of prospective observational studies. Diabetes Care 28:719–725CrossRefPubMed Koppes LL, Dekker JM, Hendriks HF, Bouter LM, Heine RJ (2005) Moderate alcohol consumption lowers the risk of type 2 diabetes: a meta-analysis of prospective observational studies. Diabetes Care 28:719–725CrossRefPubMed
34.
Zurück zum Zitat Joosten MM, Beulens JW, Kersten S, Hendriks HF (2008) Moderate alcohol consumption increases insulin sensitivity and ADIPOQ expression in postmenopausal women: a randomised, crossover trial. Diabetologia 51:1375–1381CrossRefPubMedCentralPubMed Joosten MM, Beulens JW, Kersten S, Hendriks HF (2008) Moderate alcohol consumption increases insulin sensitivity and ADIPOQ expression in postmenopausal women: a randomised, crossover trial. Diabetologia 51:1375–1381CrossRefPubMedCentralPubMed
35.
Zurück zum Zitat Davies MJ, Baer DJ, Judd JT, Brown ED, Campbell WS, Taylor PR (2002) Effects of moderate alcohol intake on fasting insulin and glucose concentrations and insulin sensitivity in postmenopausal women: a randomized controlled trial. JAMA 287:2559–2562CrossRefPubMed Davies MJ, Baer DJ, Judd JT, Brown ED, Campbell WS, Taylor PR (2002) Effects of moderate alcohol intake on fasting insulin and glucose concentrations and insulin sensitivity in postmenopausal women: a randomized controlled trial. JAMA 287:2559–2562CrossRefPubMed
36.
Zurück zum Zitat Joosten MM, van Erk MJ, Pellis L, Witkamp RF, Hendriks HF (2012) Moderate alcohol consumption alters both leucocyte gene expression profiles and circulating proteins related to immune response and lipid metabolism in men. Br J Nutr 108:620–627PubMed Joosten MM, van Erk MJ, Pellis L, Witkamp RF, Hendriks HF (2012) Moderate alcohol consumption alters both leucocyte gene expression profiles and circulating proteins related to immune response and lipid metabolism in men. Br J Nutr 108:620–627PubMed
37.
Zurück zum Zitat Brien SE, Ronksley PE, Turner BJ, Mukamal KJ, Ghali WA (2011) Effect of alcohol consumption on biological markers associated with risk of coronary heart disease: systematic review and meta-analysis of interventional studies. BMJ 342:d636CrossRefPubMedCentralPubMed Brien SE, Ronksley PE, Turner BJ, Mukamal KJ, Ghali WA (2011) Effect of alcohol consumption on biological markers associated with risk of coronary heart disease: systematic review and meta-analysis of interventional studies. BMJ 342:d636CrossRefPubMedCentralPubMed
38.
Zurück zum Zitat Ronksley PE, Brien SE, Turner BJ, Mukamal KJ, Ghali WA (2011) Association of alcohol consumption with selected cardiovascular disease outcomes: a systematic review and meta-analysis. BMJ 342:d671CrossRefPubMedCentralPubMed Ronksley PE, Brien SE, Turner BJ, Mukamal KJ, Ghali WA (2011) Association of alcohol consumption with selected cardiovascular disease outcomes: a systematic review and meta-analysis. BMJ 342:d671CrossRefPubMedCentralPubMed
39.
Zurück zum Zitat Terry PD, Weiderpass E, Ostenson CG, Cnattingius S (2003) Cigarette smoking and the risk of gestational and pregestational diabetes in two consecutive pregnancies. Diabetes Care 26:2994–2998CrossRefPubMed Terry PD, Weiderpass E, Ostenson CG, Cnattingius S (2003) Cigarette smoking and the risk of gestational and pregestational diabetes in two consecutive pregnancies. Diabetes Care 26:2994–2998CrossRefPubMed
40.
Zurück zum Zitat Radesky JS, Oken E, Rifas-Shiman SL, Kleinman KP, Rich-Edwards JW, Gillman MW (2008) Diet during early pregnancy and development of gestational diabetes. Paediatr Perinat Epidemiol 22:47–59PubMedCentralPubMed Radesky JS, Oken E, Rifas-Shiman SL, Kleinman KP, Rich-Edwards JW, Gillman MW (2008) Diet during early pregnancy and development of gestational diabetes. Paediatr Perinat Epidemiol 22:47–59PubMedCentralPubMed
41.
Zurück zum Zitat Bo S, Menato G, Lezo A et al (2001) Dietary fat and gestational hyperglycaemia. Diabetologia 44:972–978CrossRefPubMed Bo S, Menato G, Lezo A et al (2001) Dietary fat and gestational hyperglycaemia. Diabetologia 44:972–978CrossRefPubMed
Metadaten
Titel
Low-educated women have an increased risk of gestational diabetes mellitus: the Generation R Study
verfasst von
Selma H. Bouthoorn
Lindsay M. Silva
Sheila E. Murray
Eric A. P. Steegers
Vincent W. V. Jaddoe
Henriette Moll
Albert Hofman
Johan P. Mackenbach
Hein Raat
Publikationsdatum
01.06.2015
Verlag
Springer Milan
Erschienen in
Acta Diabetologica / Ausgabe 3/2015
Print ISSN: 0940-5429
Elektronische ISSN: 1432-5233
DOI
https://doi.org/10.1007/s00592-014-0668-x

Weitere Artikel der Ausgabe 3/2015

Acta Diabetologica 3/2015 Zur Ausgabe

Leitlinien kompakt für die Innere Medizin

Mit medbee Pocketcards sicher entscheiden.

Seit 2022 gehört die medbee GmbH zum Springer Medizin Verlag

„Überwältigende“ Evidenz für Tripeltherapie beim metastasierten Prostata-Ca.

22.05.2024 Prostatakarzinom Nachrichten

Patienten mit metastasiertem hormonsensitivem Prostatakarzinom sollten nicht mehr mit einer alleinigen Androgendeprivationstherapie (ADT) behandelt werden, mahnt ein US-Team nach Sichtung der aktuellen Datenlage. Mit einer Tripeltherapie haben die Betroffenen offenbar die besten Überlebenschancen.

So sicher sind Tattoos: Neue Daten zur Risikobewertung

22.05.2024 Melanom Nachrichten

Das größte medizinische Problem bei Tattoos bleiben allergische Reaktionen. Melanome werden dadurch offensichtlich nicht gefördert, die Farbpigmente könnten aber andere Tumoren begünstigen.

CAR-M-Zellen: Warten auf das große Fressen

22.05.2024 Onkologische Immuntherapie Nachrichten

Auch myeloide Immunzellen lassen sich mit chimären Antigenrezeptoren gegen Tumoren ausstatten. Solche CAR-Fresszell-Therapien werden jetzt für solide Tumoren entwickelt. Künftig soll dieser Prozess nicht mehr ex vivo, sondern per mRNA im Körper der Betroffenen erfolgen.

Frühzeitige HbA1c-Kontrolle macht sich lebenslang bemerkbar

22.05.2024 Typ-2-Diabetes Nachrichten

Menschen mit Typ-2-Diabetes von Anfang an intensiv BZ-senkend zu behandeln, wirkt sich positiv auf Komplikationen und Mortalität aus – und das offenbar lebenslang, wie eine weitere Nachfolgeuntersuchung der UKPD-Studie nahelegt.

Update Innere Medizin

Bestellen Sie unseren Fach-Newsletter und bleiben Sie gut informiert.