Abstracts
OBJECTIVE: To evaluate commonality of risk factor profiles of women who develop gestational diabetes and pre-eclampsia. METHODS: Prospective cohort study in prenatal clinics of the Brazilian Unified Health System in six state capitals. 4.766 pregnant women between 20 to 48 years old were consecutively enrolled between 20th and 28th gestational weeks. Smoking habits and traditional risk factors for pre-eclampsia and gestational diabetes were obtained by the interview at enrollment. Gestational diabetes was diagnosed using a 75-g oral glucose tolerance test and pre-eclampsia through chart review. RESULTS: Both gestational diabetes and pre-eclampsia were associated with age (OR 2.07; 95% CI 1.65-2.23 and OR 1.55; 95% CI 1.08-2.23, respectively), pre-pregnancy body mass index (OR 1.62; 95% CI 1.40-3.53 and OR 1.83; 95% CI 1.52-4.80, respectively) and weight gain in early pregnancy (OR 1.28; 95% CI 1.12-1.47 and OR 1.27; 95% CI 1.06-1.52, respectively). Lower odds of gestational diabetes (OR 0.31; 95% CI 0.22-0.44) and pre-eclampsia (OR 0.36; 95% CI 0.20-0.51) were observed in nulliparous women who have smoked during pregnancy. CONCLUSIONS: Gestational diabetes and pre-eclampsia share a pattern of risk factors, suggesting the possibility of common aetiology.
Gestational diabetes; Pre-eclampsia; Tobacco; Pregnancy; Risk factors
OBJETIVO: Avaliar a concordância do padrão de fatores de risco de mulheres que desenvolvem diabetes gestacional e pré-eclâmpsia. MÉTODOS: Estudo de coorte prospectivo em clínicas de atendimento pré-natal do Sistema Único de Saúde de seis capitais do Brasil, 4.766 mulheres grávidas de 20 a 48 anos de idade foram arroladas de maneira consecutiva entre a 20º e 28º semanas de gestação. O hábito de fumar e os fatores de risco tradicionais para pré-eclâmpsia e diabetes gestacional foram obtidos por entrevista no arrolamento. Diabetes gestacional foi diagnosticada usando um teste oral de tolerância a glicose com 75 g e pré-eclâmpsia por meio de revisão de prontuário. RESULTADOS: Diabetes gestacional e pré-eclâmpsia são associadas com idade (RC 2,07; 95% IC 1,65-2,23 e RC 1,55; 95% IC 1,08-2,23, respectivamente), índice de massa corporal pré-gestacional (RC 1,62; 95% IC 1,40-3,53 e RC 1,83; 95% IC 1,52-4,80, respectivamente) e ganho de peso precocemente durante a gestação (RC 1,28; 95% IC 1,12-1,47 e RC 1,27; 95% IC 1,06-1,52, respectivamente). Menor chance de diabetes gestacional (RC 0,31; 95% IC 0,22-0,44) e pré-eclâmpsia (RC 0,36; 95% IC 0,20-0,51) foram observados em mulheres nulíparas que fumaram durante a gestação. CONCLUSÃO: Diabetes gestacional e pré-eclâmpsia compartilham um padrão de fatores de risco, sugerindo a possibilidade de uma etiologia comum.
Diabetes gestacional; Pré-eclâmpsia; Tabaco; Gravidez; Fatores de risco
ORIGINAL
Gestational diabetes and pre-eclampsia: common antecedents?
Diabetes gestacional e pré-eclâmpsia: antecedentes comuns?
Eliana M. Da Ros WendlandI; Bruce B. DuncanI; José M. BelizánII; Alvaro VigoI; Maria Inês SchmidtI
IGraduate Studies Program in Epidemiology. Faculty of Medicine. Federal University of Rio Grande do Sul, Porto Alegre, Brazil
IIDepartment of Mother & Child Health Research, Institute for Clinical Effectiveness and Health Policy (IECS), Buenos Aires, Argentina
Correspondence to Correspondence to: Eliana Wendland. Programa de Pós-Graduação em Epidemiologia. Universidade Federal do Rio Grande do Sul. Rua Ramiro Barcelos, 2600/414 90035-003, Porto Alegre, RS. Email: eliana.wendland@ufrgs.br
ABSTRACT
OBJECTIVE: To evaluate commonality of risk factor profiles of women who develop gestational diabetes and pre-eclampsia.
METHODS: Prospective cohort study in prenatal clinics of the Brazilian Unified Health System in six state capitals. 4.766 pregnant women between 20 to 48 years old were consecutively enrolled between 20th and 28th gestational weeks. Smoking habits and traditional risk factors for pre-eclampsia and gestational diabetes were obtained by the interview at enrollment. Gestational diabetes was diagnosed using a 75-g oral glucose tolerance test and pre-eclampsia through chart review.
RESULTS: Both gestational diabetes and pre-eclampsia were associated with age (OR 2.07; 95% CI 1.65-2.23 and OR 1.55; 95% CI 1.08-2.23, respectively), pre-pregnancy body mass index (OR 1.62; 95% CI 1.40-3.53 and OR 1.83; 95% CI 1.52-4.80, respectively) and weight gain in early pregnancy (OR 1.28; 95% CI 1.12-1.47 and OR 1.27; 95% CI 1.06-1.52, respectively). Lower odds of gestational diabetes (OR 0.31; 95% CI 0.22-0.44) and pre-eclampsia (OR 0.36; 95% CI 0.20-0.51) were observed in nulliparous women who have smoked during pregnancy.
CONCLUSIONS: Gestational diabetes and pre-eclampsia share a pattern of risk factors, suggesting the possibility of common aetiology.
Keywords: Gestational diabetes; Pre-eclampsia; Tobacco; Pregnancy; Risk factors
RESUMO
OBJETIVO: Avaliar a concordância do padrão de fatores de risco de mulheres que desenvolvem diabetes gestacional e pré-eclâmpsia.
MÉTODOS: Estudo de coorte prospectivo em clínicas de atendimento pré-natal do Sistema Único de Saúde de seis capitais do Brasil, 4.766 mulheres grávidas de 20 a 48 anos de idade foram arroladas de maneira consecutiva entre a 20º e 28º semanas de gestação. O hábito de fumar e os fatores de risco tradicionais para pré-eclâmpsia e diabetes gestacional foram obtidos por entrevista no arrolamento. Diabetes gestacional foi diagnosticada usando um teste oral de tolerância a glicose com 75 g e pré-eclâmpsia por meio de revisão de prontuário.
RESULTADOS: Diabetes gestacional e pré-eclâmpsia são associadas com idade (RC 2,07; 95% IC 1,65-2,23 e RC 1,55; 95% IC 1,08-2,23, respectivamente), índice de massa corporal pré-gestacional (RC 1,62; 95% IC 1,40-3,53 e RC 1,83; 95% IC 1,52-4,80, respectivamente) e ganho de peso precocemente durante a gestação (RC 1,28; 95% IC 1,12-1,47 e RC 1,27; 95% IC 1,06-1,52, respectivamente). Menor chance de diabetes gestacional (RC 0,31; 95% IC 0,22-0,44) e pré-eclâmpsia (RC 0,36; 95% IC 0,20-0,51) foram observados em mulheres nulíparas que fumaram durante a gestação.
CONCLUSÃO: Diabetes gestacional e pré-eclâmpsia compartilham um padrão de fatores de risco, sugerindo a possibilidade de uma etiologia comum.
Descritores: Diabetes gestacional; Pré-eclâmpsia; Tabaco; Gravidez; Fatores de risco
INTRODUCTION
Gestational diabetes and pregnancy-induced hypertension associated with proteinuria are two of the main complications of pregnancy. Hypertensive disorders of pregnancy complicate 5 to 8% of all pregnancies and are the major causes of maternal death (1), accounting for 37% of direct maternal deaths in Brazil (2). Gestational glucose intolerance affects 1 to 16% of pregnancies and is associated with increased risk of gestational and perinatal adverse outcomes such as macrosomia, respiratory distress syndrome, fetal hyperinsulinemia and, in some settings, perinatal death (3). Pre-eclampsia has been frequently reported as a complication of gestational diabetes(4) but the relationship between these two conditions is not well understood. Several studies suggest underlying common pathophysiology, including insulin resistance, chronic inflammation and endothelial dysfunction (5-9). Common risk factors, such as elevated body mass index and advanced age have been noted for each of the two conditions (10.11).
Comparison of the risk factors for pre-eclampsia and gestational diabetes may provide insight into the etiologic mechanisms related to theses conditions. To date, most epidemiologic research has focused on gestational diabetes as a risk factor for pre-eclampsia, not directly comparing these risk factor profiles, not even documenting which risk factors are similar and to what extent they could be related.
One factor that has been consistently found to be associated with lower risk of pre-eclampsia is smoking during pregnancy (12-16). The same consistency has not been reported for gestational diabetes (17). Re-analysis of this association with both outcomes is relevant, since smoking may be linked to pathophysiologic processes for both disorders (5,18,19).
Thus, we aim in this report to evaluate and compare the risk factor profile of women developing gestational diabetes and pre-eclampsia in the Brazilian Study of Gestational Diabetes, including the association of cigarette smoking with each disease.
METHODS
Study population
The Brazilian Study of Gestational Diabetes is a prospective cohort study conducted in six state capitals of Brazil (Porto Alegre, São Paulo, Rio de Janeiro, Salvador, Fortaleza and Manaus) between 1991 and 1994. A total of 5,564 pregnant women, aged 20 or more, without diagnosis of type 2 diabetes, were enrolled between 20 and 28 weeks of pregnancy in prenatal clinics of the Unified Health System, and were followed until delivery through chart review. Of these, we excluded 798 women classified as Asiatic (due to the small number of such subjects), having twin pregnancies, lacking information on pre-eclampsia, or not undergoing a 75g oral glucose tolerance test (OGTT-75g), leaving 4766 women for analyses (Figure 1). With this sample size we would expect to obtain statistical significance (α = 5%; β = 20%) in associations with relative risk of 0.70 or less between smoking during pregnancy (present in 25.5 %), and gestational diabetes (frequency of 7.5 %) and of 0.56 or less between smoking and pre-eclampsia (frequency of 3.1%). The local ethic committee of each study centre has approved the study protocol, and patients consented to participate after being informed about the nature of the study.
Definition of study variables
A standardized interview at enrolment collected data on maternal sociodemographic characteristics, medical history and smoking habits. Skin colour was noted by the interviewer as white, black or mixed, the latter including various admixtures of European, African and native Brazilian descent. Standardized anthropometric measures were obtained, and the women were invited to undergo a standardized 2-h 75-g oral glucose tolerance test (OGTT) (20) between the 24th and the 28th gestational weeks. We abstracted data on blood pressure, urinary protein, use of anti-hypertensive medication and diagnosis of pre-eclampsia or eclampsia from medical records. Smoking habits, including quantity of cigarettes smoked and alterations in the habit related to pregnancy, were obtained through a structured interview at enrolment. Women were classified according with parity in nulliparas (first child) or multiparas (one or more previous children).
Weight and height were measured in duplicates at enrolment. Pre-pregnancy body mass index (BMI) was calculated using pre-pregnancy weight as reported at the interview. Weight gain was calculated subtracting pre-pregnancy weight from weight measured at enrolment.
Gestational diabetes was defined on the basis of the 2-h 75-g OGTT, according to WHO panel recommendations: fasting glucose >7.0mmol/L or 2-h glucose >7.8 mmol/L) (21). Ascertainment of pre-eclampsia through chart review was based on the recommendations of the National High Blood Pressure Education Program Working Group (14). Briefly, the definition consisted of diagnosis, after the 20th week of gestation, of either chronic or incident hypertension associated with proteinuria or convulsions (eclampsia).
Women were classified according to their current and past smoking habits at enrolment into three categories: non-smokers, those who quit before the current pregnancy, and those who have smoked during the current pregnancy.
Statistical analysis
Potential risk factors were selected on the basis of previous knowledge on their association with gestational diabetes and pre-eclampsia. Logistic regression was used to estimate the association between risk factors and the development of gestational diabetes and pre-eclampsia. For multivariable models, variables were chosen based on the statistical significance (p>0.10) of their unadjusted association with at least one of these outcomes.
The Wald statistic for the interaction term was used to test interaction, having the significance level being defined as 10%. Collinearity across independent variables was investigated with linear regression models, using as criterion a variance inflation factor greater than 3.
Adjusted means were estimated by analysis of covariance (ANCOVA), taking into account age, body mass index, weight gain during pregnancy, race, study centre, and parity. Tukey's test was used for multiple comparisons. All analyses were performed using Statistical Analysis System (SAS) version 8.2 and our results were reported following the STROBE statement (22).
RESULTS
Among the women studied, 148 (3.1%) were ascertained as having pre-eclampsia or eclampsia and 359 (7.5%) as having gestational diabetes, virtually all of the latter, by 2h post-load glycaemia >7.8 mmol/L. General characteristics overall and according to the presence of gestational diabetes or pre-eclampsia are presented in Table 1. The frequency of the two conditions varied substantially according to skin colour, study centre, parity and smoking habits categories. Approximately one third of the women were nulliparas. The mean gestational age at enrolment was 24±2.8 weeks. Included women were similar to the 798 excluded in terms of age, pre-pregnancy body mass index, weight gain, smoking status and the prevalence of gestational diabetes and pre-eclampsia (data not shown). Studied women were more frequently white (45 vs. 40%) and nulliparous (31 vs. 26%).
The prevalence of smoking during pregnancy was 26%, and 15% of women reported quitting smoking prior to pregnancy. Among those who continued to smoke during pregnancy, most (76.4%) were classified as light smokers (less then 9 cigarettes/day) and 6.3% being classified as heavy smokers (> 20 cigarettes/day).
Crude and adjusted odds ratios for various putative risk factors for gestational diabetes and pre-eclampsia are shown in Table 2. A common pattern of associations was seen for age, BMI, waist circumference and early pregnancy weight gain. Additionally, each condition predicted the other. Due to a very small number of pre-eclampsia cases in Manaus, data was excluded from this centre in multiple logistic regression analysis. Table 2 shows that, in models simultaneously investigating age, pre-pregnancy BMI, early pregnancy weight gain, parity, study centre and smoking, the first three factors were associated with higher odds of developing both gestational diabetes and pre-eclampsia. Interestingly, smokers during pregnancy showed a tendency toward protection for both gestational diabetes (OR=0.69; 95% CI 0.50-0.96) and pre-eclampsia (OR=0.68; 95% CI 0.41-1.11).
As an interaction between smoking and parity was detected for each outcome (p=0.061 for gestational diabetes and p=0.059 for pre-eclampsia), further analyses was conduted separately for nulliparas and multiparas (Table 3). Smoking during pregnancy was associated with a lower odds of developing gestational diabetes and pre-eclampsia, especially so among nulliparous women (Figure 2). The patterns of the association between smoking and gestational diabetes and pre-eclampsia were similar, with significantly lower odds ratios for gestational diabetes (OR=0.31; 95% CI 0.22-0.44) and for pre-eclampsia (OR=0.36; 95% CI 0.20-0.51) in nulliparous women who have smoked during pregnancy.
Table 4 shows the adjusted means for glucose concentrations at each time point during the oral glucose tolerance test. While there were no significant differences in fasting and 1-h plasma glucose means, those for 2h glucose were significantly lower in smokers (5.58±0.03 mmol/L) compared to non-smokers (5.77±0.04 mmol/L), p<0.01.
It was additionally investigated the association of smoking with gestational diabetes when the latter was defined according to the American Diabetes Association (at least two values greater than or equal to a fasting glucose of 5.3 mmol/l, a 1h glucose of 10.0 mmol/L, or a 2h glucose of 8.6 mmol/L (23). With this more stringent definition, only 120 cases were ascertained. With full adjustment (for age, skin colour, pre-pregnancy BMI, weight gain during pregnancy and parity), gestational diabetes was not associated with smoking during pregnancy overall (OR=1.09; 95% CI 0.67-1.77) nor in nulliparas (OR=0.32; 95% CI 0.07-1.42).
DISCUSSION
The results from this study demonstrate that gestational diabetes and pre-eclampsia have a similar profile of risk factors - the frequency of each increasing with age and adiposity, and decreasing with parity. Cigarette smoking during pregnancy is independently associated with lower 2h post-load plasma glucose and, similarly to that of pre-eclampsia, the prevalence of gestational diabetes was inversely associated with smoking during pregnancy in nulliparous women, independent of adiposity. The associations found for age, pre-pregnancy body mass and pregnancy weight gain corroborate those previously reported independently for each disease (24). Like others, it was found an increased risk of developing pre-eclampsia in nulliparous women (25).
To date, most epidemiologic studies investigating the relationship of gestational diabetes with pre-eclampsia have considered gestational diabetes as a risk factor for pre-eclampsia (5.26). However, results here presented regarding similarity of risk profiles and current knowledge on similar metabolic, vascular and immune abnormalities support the concept of a common soil of causality for these two diseases. Increased insulin resistance, a characteristic of gestational diabetes (27), has also been associated with the development of pre-eclampsia (28-30). Similarly, abnormal endothelial function with impaired flow mediated dilatation (31-33) and inflammatory cytokine release as C-reactive protein and E-selectin are reported in both conditions (34-38).
Pregnancy can act as a challenge, unmasking abnormalities in the regulation of glycaemia and blood pressure. Women who have had gestational diabetes or pre-eclampsia have an increased risk of develop type 2 diabetes (39.40), as well as hypertension and cardiovascular disease (41-43).
The clustering of risk factors, including hyperglycaemia and hypertension - the so-called metabolic syndrome - suggests a common soil of causality in the pathogenesis of diabetes and atherosclerotic cardiovascular diseases and has generated great interest over the past two decades (44-46). Our data, together with the literature, support the existence of a similar phenomenon in pregnancy. Although our investigation lacks data on dyslipidemia, it has shown important associations between three metabolic syndrome elements in pregnancy - hypertension, diabetes and obesity, demonstrating associations in pregnancy with risk factors for the metabolic syndrome - increased age, baseline obesity and weight gain. As mentioned above, much like with the metabolic syndrome outside of pregnancy (47), endothelial dysfunction and systemic inflammation are associated with this complex in pregnancy (48). Further, hypertriglyceridemia and low HDL-C have been associated with both gestational diabetes (49) and pre-eclampsia (50). Thus, the increased risk of pre-eclampsia in women with gestational diabetes may be reflecting an underlying common pathophysiology related to the metabolic syndrome outside of pregnancy. Although gestational diabetes and pre-eclampsia have each been postulated to be an early expression of metabolic syndrome (51-54), our report provides epidemiological evidence for common risk factors in pregnancy for both diseases.
Smoking was associated with lower risk of pre-eclampsia in many studies (55-59). The results of individual studies where confirmed in two meta-analyses, with summary relative risks of 0.68 (95% CI 0.67-0.69)(60) and 0.51 (95% CI 0.37-0.63) (61), respectively. Smoking as a risk factor for gestational diabetes has been less studied, with mixed findings. A study (62), different from ours, found increased risk with smoking, while others found no statistically significant association (63-65). Fatness has been associated with a greater frequency of gestational diabetes (66.67) and is inversely associated with smoking habits (68.69). The lack of adjustments for pregnancy weight gain in other studies may in part explain differences in relation to our results.
Our findings have a certain biological plausibility. Systemic inflammation with release of inflammatory cytokines has been shown to be associated with insulin resistance and an increased prevalence of gestational diabetes (70-73). Nicotine has been shown to block the release of inflammatory cytokines, suppressing the phosphorylation of molecules responsible for the inhibition of insulin action through a series of transcriptional events mediated by the NFkB or JNC pathways (74.75), as well as endothelial activation and leukocyte recruitment (76). Thus, cigarette smoking, by inhibiting inflammatory activity linked to insulin resistance, could diminish hyperglycaemia. This hypothesis do not exclude that smoking could be associated to diabetes in other specific population groups, through different metabolic pathways (77).
The strengths of our study include its relatively large, multiracial study population, its standardized oral glucose tolerance test, and its prospective study design, risk factors being measured independently of the outcomes. Study size permitted the investigation of interactions, finding statistically significant interactions for smoking and parity with the two diseases.
Some limitations to our study should be noted. It was used medical records to diagnose pre-eclampsia. As such, ascertainment of pre-eclampsia was performed in a clinical, rather than a research context. Although we cannot exclude misclassification within this context, medical registry has acceptable validity for etiologic studies (78) and it is unlike that we missed severe pre-eclampsia or eclampsia cases. The prevalence of pre-eclampsia in our study, 3.1%, is consistent with other reports from developing countries (79). The small number of pre-eclampsia cases in Manaus could be due to misclassification of cases or real differences in population characteristics, deserving future research. It was also used self-reported weight to calculate pre-pregnancy BMI. Although this may have increased inaccuracy, our results confirm previous observations of an association of BMI with both pre-eclampsia and gestational diabetes (80.81). Thus, we feel that limitations in the quality of our data are unlikely to have produced the results found. We cannot exclude misclassification bias with respect to smoking, as assessment was obtained through self-report. Given smoking's well-known major adverse effects during pregnancy, self-report measures of smoking may underestimate the true prevalence. How this may have affected our results is difficult to conclude. Finally, the association reported is limited to 2h glycaemia and, though statistically significant, it is not highly so. Additional studies are necessary for its confirmation.
In conclusion, data from the Brazilian Study of Gestational Diabetes has demonstrated that gestational diabetes and pre-eclampsia share common risk factors. This concept may be better than that of considering one disease as a risk factor for the other, as there are potential links between the two diseases reflecting common underlying pathophysiology. Both are associated with lower post load glycaemia and gestational diabetes prevalence in nulliparas who have smoked during pregnancy. Epidemiological and laboratory studies with a focus on promising pathways are needed to confirm these associations.
ACKNOWEDGEMENTS
We would like to thank all subjects that voluntarily participated in the study and the members of the Brazilian Gestational Diabetes Study Group. Disclosure of interests: the authors did not receive any direct or indirect incentive from the tobacco industry or other commercial sources. The authors have no conflict of interests at all. This study was supported in part by the Brazilian Ministry of Health, FAPERGS (Foundation for the Support of Research of the State of Rio Grande do Sul), CNPq (the Brazilian National Council for Technologic and Scientific Development) through the PRONEX program (Award for Groups of Excellence), CAPES (the Brazilian Ministry of Education) and the Bristol-Myers Squibb Foundation.
Recebido em 25/2/2008
Aceito em 4/7/2008
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Correspondence to:
Publication Dates
-
Publication in this collection
17 Sept 2008 -
Date of issue
Aug 2008
History
-
Received
25 Feb 2008 -
Accepted
04 July 2008