1.Research progress on the relationship between air pollution and gestational diabetes.
Xiao Ling ZENG ; Qing CHEN ; Heng YANG ; Jia CAO ; Ni Ya ZHOU
Chinese Journal of Preventive Medicine 2023;57(2):159-165
Gestational diabetes mellitus (GDM) is one of the most common pregnancy complications and has serious implications for the health of mothers and their offspring. In recent years, studies have confirmed that air pollution is one of the main risk factors for diabetes, and there is increasing evidence that air pollution exposure is closely related to the occurrence of gestational diabetes. However, current studies on the association between air pollutant exposure and the incidence of gestational diabetes are inconsistent, and the window period of pollutant exposure is still unclear. Limited mechanistic studies suggest that airborne particulate matter and gaseous pollutants may affect GDM through multiple mechanisms, including inflammation, oxidative stress, disruption of adipokine secretion, and imbalance of intestinal flora. This review summarizes the relationship between air pollutant exposure and the incidence of GDM in recent years, as well as the possible molecular mechanism of the occurrence and development of GDM caused by air pollutants, in order to provide scientific basis for preventing pollutant exposure, reducing the risk of GDM, improving maternal and fetal outcomes and improving the quality of the birth population.
Pregnancy
;
Female
;
Humans
;
Diabetes, Gestational/epidemiology*
;
Air Pollution/analysis*
;
Air Pollutants/analysis*
;
Particulate Matter/analysis*
;
Risk Factors
;
Maternal Exposure/adverse effects*
2.Relationships between hypertensive disorders in pregnancy and obstructive sleep apnea syndrome.
Rui BAI ; Jing Yu WANG ; Chi ZHANG ; Shen Da HONG ; Lin Yan ZHANG ; Jun WEI ; Yan WANG ; Jing Jing YANG ; Xiao Song DONG ; Fang HAN ; Guo Li LIU
Chinese Journal of Obstetrics and Gynecology 2023;58(9):658-663
Objective: To investigate the impact of obstructive sleep apnea syndrome (OSAS) on pregnancy outcomes, especially the relationship between OSAS and hypertensive disorders in pregnancy (HDP). Methods: A total of 228 pregnant women with high risk of OSAS who underwent sleep monitoring during pregnancy in Peking University People's Hospital from January 2021 to April 2022 were collected by reviewing their medical records for retrospective analysis. According to the diagnosis of OSAS, the pregnant women were divided into OSAS group (105 cases) and non-OSAS group (123 cases). The non-parametric Mann-Whitney U test, χ2 test or Fisher's exact test were used to compare the general data and maternal and fetal outcomes between the two groups, and the occurrence of each type of HDP was further compared. Results: (1) Compared with the non-OSAS group, the median pre-pregnancy body mass index (23.6 vs 27.6 kg/m2) and the proportion of snoring [28.9% (33/114) vs 59.2% (61/103)] in the OSAS group were higher, and the differences were both statistically significant (both P<0.001). (2) The incidence of HDP [67.6% (71/105) vs 39.0% (48/123)] and gestational diabetes mellitus [GDM; 40.0% (42/105) vs 26.8% (33/123)] of pregnant women in the OSAS group were higher than those in the non-OSAS group, and the median delivery week was shorter than that in the non-OSAS group (38.4 vs 39.0 weeks). The differences were all statistically significant (all P<0.05). Between-group differences for the delivery way, postpartum hemorrhage, the rate of intensive care unit admission, preterm birth, small for gestational age infants, neonatal asphyxia, the rate of neonatal intensive care unit admission, newborn birth weight and the proportion of umbilical artery blood pH<7.00 were not statistically significant (all P>0.05). (3) Compared with the non-OSAS group, the incidence of chronic hypertension [11.4% (14/123) vs 22.9% (24/105)] and chronic hypertension with superimposed pre-eclampsia [11.4% (14/123) vs 30.5% (32/105)] were higher in the OSAS group, and the differences were both statistically significant (both P<0.01). Conclusion: OSAS is related to HDP (especially chronic hypertension and chronic hypertension with superimposed pre-eclampsia) and GDM, which could provide a practical basis for the screening, diagnosis and treatment of OSAS in pregnant women at high risk.
Infant, Newborn
;
Pregnancy
;
Infant
;
Humans
;
Female
;
Pre-Eclampsia/epidemiology*
;
Hypertension, Pregnancy-Induced/epidemiology*
;
Retrospective Studies
;
Premature Birth
;
Sleep Apnea, Obstructive/epidemiology*
;
Diabetes, Gestational/epidemiology*
3.New research advances in the prospective cohort study of gestational diabetes mellitus.
Shu Qi ZHU ; Yi Bo TANG ; Zhao Xia LIANG
Chinese Journal of Preventive Medicine 2023;57(5):771-777
Gestational diabetes mellitus (GDM) is associated with an increased risk of suffering diverse adverse pregnancy outcomes, threating maternal and child health seriously, with an increasing incidence rate year by year. However, the exact cause of GDM is still unknown. Prospective cohort studies obtain data through follow-up, which is helpful to clarify the causal relationship, so as to draw more accurate and reliable conclusions. In recent years, numerous prospective cohort studies on the GDM have emerged. This article elaborates along the occurrence and development process of GDM, in order to provide useful reference for the establishment of relevant high-quality prospective cohort studies in China.
Pregnancy
;
Child
;
Female
;
Humans
;
Diabetes, Gestational/epidemiology*
;
Prospective Studies
;
Pregnancy Outcome
;
Incidence
;
China/epidemiology*
;
Risk Factors
4.Obstructive Sleep Apnea in Pregnancy.
Acta Academiae Medicinae Sinicae 2022;44(2):299-304
The incidence of obstructive sleep apnea (OSA) is higher in pregnancy than in non-pregnancy,and obesity is a major risk factor.OSA in pregnancy can lead to multiple organ dysfunction and is associated with hypertensive disorders in pregnancy,gestational diabetes mellitus,premature birth,and fetal growth restriction. Therefore,early screening and diagnosis are essential for the prevention and treatment of OSA in pregnancy.
Diabetes, Gestational
;
Female
;
Humans
;
Obesity
;
Pregnancy
;
Pregnancy Complications/epidemiology*
;
Premature Birth
;
Risk Factors
;
Sleep Apnea, Obstructive/therapy*
5.Risk of gestational diabetes recurrence and the development of type 2 diabetes among women with a history of gestational diabetes and risk factors: a study among 18 clinical centers in China.
Yumei WEI ; Juan JUAN ; Rina SU ; Geng SONG ; Xu CHEN ; Ruiqin SHAN ; Ying LI ; Shihong CUI ; Shangrong FAN ; Ling FENG ; Zishan YOU ; Haixia MENG ; Yan CAI ; Cuilin ZHANG ; Huixia YANG
Chinese Medical Journal 2022;135(6):665-671
BACKGROUND:
Gestational diabetes mellitus (GDM) brings health issues for both mothers and offspring, and GDM prevention is as important as GDM management. It was shown that a history of GDM was significantly associated with a higher maternal risk for GDM recurrence. The incidence of GDM recurrence was unclear because of the incidence of second-child was low before 2016 in China. We aim to investigate the prevalence of GDM recurrence and its associated high-risk factors which may be useful for the prediction of GDM recurrence in China.
METHODS:
A retrospective study was conducted which enrolled participants who underwent regular prenatal examination and delivered twice in the same hospital of 18 research centers. All participants were enrolled from January 2018 to October 2018, where they delivered the second baby during this period. A total of 6204 women were enrolled in this study, and 1002 women with a history of GDM were analyzed further. All participants enrolled in the study had an oral glucose tolerance test (OGTT) result at 24 to 28 weeks and were diagnosed as GDM in the first pregnancy according to the OGTT value (when any one of the following values is met or exceeded to the 75-g OGTT: 0 h [fasting], ≥5.10 mmol/L; 1 h, ≥10.00 mmol/L; and 2 h, ≥8.50 mmol/L). The prevalence of GDM recurrence and development of type 2 diabetes mellitus were calculated, and its related risk factors were analyzed.
RESULTS:
In 6204 participants, there are 1002 women (1002/6204,16.15%) with a history of GDM and 5202 women (5202/6204, 83.85%) without a history of GDM. There are significant differences in age (32.43 ± 4.03 years vs. 33.00 ± 3.34 years vs. 32.19 ± 3.37 years, P < 0.001), pregnancy interval (4.06 ± 1.44 years vs. 3.52 ± 1.43 years vs. 3.38 ± 1.35 years, P = 0.004), prepregnancy body mass index (BMI) (27.40 ± 4.62 kg/m2vs. 23.50 ± 3.52 kg/m2vs. 22.55 ± 3.47 kg/m2, P < 0.001), history of delivered macrosomia (22.7% vs. 11.0% vs. 6.2%, P < 0.001) among the development of diabetes mellitus (DM), recurrence of GDM, and normal women. Moreover, it seems so important in the degree of abnormal glucose metabolism in the first pregnancy to the recurrence of GDM and the development of DM. There are significant differences in OGTT levels of the first pregnancy such as area under the curve of OGTT value (18.31 ± 1.90 mmol/L vs. 16.27 ± 1.93 mmol/L vs. 15.55 ± 1.92 mmol/L, P < 0.001), OGTT fasting value (5.43 ± 0.48 mmol/L vs. 5.16 ± 0.49 mmol/L vs. 5.02 ± 0.47 mmol/L, P < 0.001), OGTT 1-hour value (10.93 ± 1.34 mmol/L vs. 9.69 ± 1.53 mmol/L vs. 9.15 ± 1.58 mmol/L, P < 0.001), OGTT 2-hour value (9.30 ± 1.66 mmol/L vs. 8.01 ± 1.32 mmol/L vs. 7.79 ± 1.38 mmol/L, P < 0.001), incidence of impaired fasting glucose (IFG) (fasting plasma glucose ≥5.6 mmol/L) (31.3% vs. 14.6% vs. 8.8%, P < 0.001), and incidence of two or more abnormal OGTT values (68.8% vs. 39.7% vs. 23.9%, P < 0.001) among the three groups. Using multivariate analysis, the factors, such as age (1.07 [1.02-1.12], P = 0.006), prepregnancy BMI (1.07 [1.02, 1.12], P = 0.003), and area under the curve of OGTT in the first pregnancy (1.14 [1.02, 1.26], P = 0.02), have an effect on maternal GDM recurrence; the factors, such as age (1.28 [1.01-1.61], P = 0.04), pre-pregnancy BMI (1.26 [1.04, 1.53], P = 0.02), and area under the curve of OGTT in the first pregnancy (1.65 [1.04, 2.62], P = 0.03), have an effect on maternal DM developed further.
CONCLUSIONS
The history of GDM was significantly associated with a higher maternal risk for GDM recurrence during follow-up after the first pregnancy. The associated risk factors for GDM recurrence or development of DM include age, high pre-pregnancy BMI, history of delivered macrosomia, the OGTT level in the first pregnancy, such as the high area under the curve of OGTT, IFG, and two or more abnormal OGTT values. To prevent GDM recurrence, women with a history of GDM should do the preconception counseling before preparing next pregnancy.
Adult
;
Blood Glucose/metabolism*
;
China/epidemiology*
;
Diabetes Mellitus, Type 2/epidemiology*
;
Diabetes, Gestational
;
Female
;
Fetal Macrosomia
;
Glucose Intolerance
;
Humans
;
Male
;
Pregnancy
;
Retrospective Studies
6.Independent and combined effects of pre-pregnancy BMI and gestational diabetes on early adiposity rebound timing in children.
Shi Qi FAN ; Shuang Qin YAN ; Bei Bei ZHU ; Xiao Zhen LI ; Juan TONG ; Chun Gang LI ; Hui CAO ; Xiao Yan WU ; Liang Liang XIE ; Zhao Lian WEI ; Fangbiao TAO
Chinese Journal of Epidemiology 2022;43(10):1626-1631
Objective: To examine the independent and combined effects of pre-pregnancy BMI and gestational diabetes (GDM) on early adiposity rebound (AR) timing in children. Methods: Based on the "Ma'anshan Birth Cohort Study", 2 896 eligible maternal and infant pairs were recruited. In the cohort, we collected pre-pregnancy height, weight, 24 to 28 weeks GDM diagnosis, follow-up at 42 days, three months, six months, nine months of age, and every six months after one year of age, and continuously followed up to 6 years old, and obtained the child's length/height, weight, and other data. The intensity of the association between pre-pregnancy BMI, GDM, and early AR timing was analyzed by the multivariate logistic regression model. Multiplication and additive models were used to analyze how pre-pregnancy BMI and GDM influenced early AR timing in children. Results: The prevalence of underweight, average weight, overweight, and obesity before pregnancy were 23.2% (672), 66.4% (1 923), 8.7% (251), and 1.7% (50). The prevalence of GDM was 12.4%. We found that 39.3% of children had AR, and the average age at AR was (4.38±1.08). The results of multifactorial logistic regression analysis showed that pre-pregnancy overweight (OR=1.67,95%CI:1.27-2.19), pre-pregnancy obesity (OR=3.05,95%CI:1.66-5.56), and maternal GDM (OR=1.40,95%CI:1.11-1.76) were risk factors for early AR timing in children. In contrast, pre-pregnancy underweight (OR=0.60,95%CI:0.49-0.73) was a protective factor for early AR timing in children. Compared with the different effects of pre-pregnancy overweight/obesity and maternal GDM alone, the combined effect caused a higher risk of early AR timing in children, with OR values (95%CI) were 2.03 (1.20-3.44), 3.43 (1.06-11.12), respectively. The multiplication and additive models showed no interaction between pre-pregnancy BMI and GDM-influenced early AR timing in children. Conclusion: Higher pre-pregnancy BMI and maternal GDM are the independent risk factors for the early AR timing in children, and the co-occurrence of the two is higher risks, but there was no statistical interaction.
Child
;
Infant
;
Female
;
Pregnancy
;
Humans
;
Adiposity
;
Diabetes, Gestational/epidemiology*
;
Overweight/epidemiology*
;
Thinness
;
Cohort Studies
;
Body Mass Index
;
Obesity
7.Relationship of abnormal mid-term oral glucose tolerance test and maternal weight gain with adverse pregnancy outcomes in women with gestational diabetes mellitus.
Yunyan CHEN ; Qi WU ; Lixia ZHANG ; Danqing CHEN ; Zhaoxia LIANG
Journal of Zhejiang University. Medical sciences 2021;50(3):313-319
To explore the correlation of mid-term oral glucose tolerance test (OGTT) and maternal weight gain with adverse pregnancy outcomes in women with gestational diabetes mellitus (GDM). A total of 2611 pregnant women with GDM who were examined and delivered in Women's Hospital, Zhejiang University School of Medicine from July 1st 2017 to 30th June 2018 were enrolled in this study. According to the number of abnormal items of mid-term OGTT results or maternal gestational weight gain (GWG), patients were classified. The incidence of adverse perinatal outcomes in each group and its relation with OGTT results and GWG were analyzed. The incidence of gestational hypertension, premature delivery, macrosomia and large for gestational age infant (LGA) in three abnormal items GDM patients were significantly higher than those in one or two abnormal items GDM patients (all <0.017). The incidence of gestational hypertension and premature delivery in two abnormal items GDM patients were higher than those in one abnormal item GDM patients (all <0.017). The incidence of gestational hypertension and macrosomia in excessive GWG patients were significantly higher than those in inadequate and appropriate GWG patients (all <0.017), and the incidence of LGA were higher than that in inadequate GWG patients (all <0.017). The incidence of premature delivery and low birth weight infants in appropriate GWG patients were significantly lower than those in inadequate and excessive GWG patients, and the incidence of small for gestational age infant (SGA) were significantly lower than that in inadequate GWG patients (all <0.017). In one abnormal item GDM patients, inadequate GWG was a risk factor for premature delivery and SGA (=1.66, 95%: 1.10-2.52; =2.20, 95%: 1.07-4.53), and protective factor for LGA (=0.40, 95%: 0.27-0.59). And excessive GWG was a risk factor for gestational hypertension, premature delivery and low birth weight infants (=2.15, 95%: 1.35-3.41; =1.80, 95%: 1.20-2.72; =2.18, 95%: 1.10-4.30).In two abnormal items GDM patients, inadequate GWG was a protective factor for macrosomia and LGA (=0.24, 95%: 0.09-0.67; =0.54, 95%: 0.34-0.86), while excessive GWG was risk factor for premature delivery (=1.98, 95%: 1.23-3.18).In three abnormal items GDM patients, there was no significant relationship between GWG and adverse pregnancy outcomes. For GDM women with one or two items of elevated blood glucose in OGTT, reasonable weight management during pregnancy can reduce the occurrence of adverse pregnancy outcomes. For those with three items of elevated blood glucose in OGTT, more strict blood glucose monitoring and active intervention measures should be taken in addition to weight management during pregnancy.
Blood Glucose
;
Blood Glucose Self-Monitoring
;
Body Mass Index
;
Diabetes, Gestational/epidemiology*
;
Female
;
Gestational Weight Gain
;
Glucose Tolerance Test
;
Humans
;
Pregnancy
;
Pregnancy Outcome
8.Impact of pre-pregnancy body mass index, weight gain and blood lipid level during pregnancy on pregnancy outcome in patients with gestational diabetes mellitus.
Heng XU ; Yan MA ; Lixia ZHANG ; Zhaoxia LIANG ; Danqing CHEN
Journal of Zhejiang University. Medical sciences 2021;50(3):320-328
To explore the effects of pre-pregnancy body mass index (BMI), weight gain and blood lipid level during pregnancy on pregnancy outcome in patients with and without gestational diabetes mellitus(GDM). A total of 12 650 singleton pregnant women without history of hypertension and diabetes who were admitted at Women's Hospital, Zhejiang University School of Medicine for delivery from January 2018 to April 2019 were enrolled in the study. There were 2381 cases complicated with gestational diabetes (GDM group) and 10 269 cases without GDM (non-GDM group). The pre-pregnancy BMI and weight gain during pregnancy were documented in two groups. The factors related to perinatal outcome were analyzed. In both GDM and non-GDM pregnant women, pre-pregnancy overweight and excessive weight gain during pregnancy were independent factors of large for gestational age infant (LGA), small for gestational age infant (SGA) and first cesarean section (<0.01 or <0.05). Excessive weight gain during pregnancy was also an independent risk factor of preeclampsia (<0.05). Triglyceride levels in the second trimester were independently associated with multiple adverse pregnancy outcomes, such as LGA, preeclampsia, initial cesarean delivery, premature delivery. Controlling excessive or insufficient weight gain during pregnancy can significantly reduce the incidence of LGA and SGA. And controlling BMI before pregnancy can effectively reduce the incidence of LGA, preeclampsia and the first cesarean section. For non-GDM pregnant women, abnormal blood lipid levels in the second trimester may be closely related to multiple adverse pregnancy outcomes, and active dietary guidance or treatment is also required.
Body Mass Index
;
Cesarean Section
;
Diabetes, Gestational/epidemiology*
;
Female
;
Humans
;
Lipids
;
Pregnancy
;
Pregnancy Outcome
;
Weight Gain
9.Value of fasting plasma glucose to screen gestational diabetes mellitus before the 24th gestational week in women with different pre-pregnancy body mass index.
Yu-Mei WEI ; Xin-Yue LIU ; Chong SHOU ; Xing-Hui LIU ; Wen-Ying MENG ; Zi-Lian WANG ; Yun-Feng WANG ; Yong-Qing WANG ; Zhen-Yu CAI ; Li-Xin SHANG ; Ying SUN ; Hui-Xia YANG
Chinese Medical Journal 2019;132(8):883-888
BACKGROUND:
Gestational diabetes mellitus (GDM) is usually diagnosed between 24th and 28th gestational week using the 75-g oral glucose tolerance test (OGTT). It is difficult to predict GDM before 24th gestational week because fast plasma glucose (FPG) decreases as the gestational age increases. It is controversial that if FPG ≥5.1 mmol/L before 24th gestational week should be intervened or not. The aim of this study was to evaluate the value of FPG to screen GDM before 24th gestational week in women with different pre-pregnancy body mass index (BMI).
METHODS:
This was a multi-region retrospective cohort study in China. Women who had a singleton live birth between June 20, 2013 and November 30, 2014, resided in Beijing, Guangzhou and Chengdu, and received prenatal care in 21 selected hospitals, were included in this study. Pre-pregnancy BMI, FPG before the 24th gestational week, and one-step GDM screening with 75 g-OGTT at the 24th to 28th gestational weeks were extracted from medical charts and analyzed. The pregnant women were classified into four groups based on pre-pregnancy BMI: Group A (underweight, BMI < 18.5 kg/m), Group B (normal, BMI 18.5-23.9 kg/m), Group C (overweight, BMI 24.0-27.9 kg/m) and Group D (obesity, BMI ≥28.0 kg/m). The trend of FPG before 24th week of gestation was described, and the sensitivity and specificity of using FPG before the 24th gestational week to diagnose GDM among different pre-pregnancy BMI groups were reported. Differences in the means between groups were evaluated using independent sample t-test and analysis of variance. Pearson Chi-square test was used for categorical variables.
RESULTS:
The prevalence of GDM was 20.0% (6806/34,087) in the study population. FPG decreased gradually as the gestational age increased in all pre-pregnancy BMI groups until the 19th gestational week. FPG was higher in women with higher pre-pregnancy BMI. FPG before the 24th gestational week and pre-pregnancy BMI could be used to predict GDM. The incidence of GDM in women with FPG ≥5.10 mmol/L in the 19th to 24th gestational weeks and pre-pregnancy overweight or obesity was significantly higher than that in women with FPG ≥5.10 mmol/L and pre-pregnancy BMI <24.0 kg/m (78.5% [62/79] vs. 52.9% [64/121], χ = 13.425, P < 0.001).
CONCLUSIONS
FPG decreased gradually as the gestational age increased in all pre-pregnancy BMI groups until the 19th gestational week. Pre-pregnancy overweight or obesity was associated with an increased FPG value before the 24th gestational week. FPG ≥5.10 mmol/L between 19 and 24 gestational weeks should be treated as GDM in women with pre-pregnancy overweight and obesity.
Adult
;
Blood Glucose
;
analysis
;
Body Mass Index
;
Diabetes, Gestational
;
blood
;
diagnosis
;
epidemiology
;
Fasting
;
blood
;
Female
;
Gestational Age
;
Glucose Tolerance Test
;
Humans
;
Incidence
;
Pregnancy
;
Prevalence
;
ROC Curve
;
Retrospective Studies
10.Interaction between dietary cholesterol intake and the risk of gestational diabetes mellitus.
J X SHEN ; L L GUO ; S H RU ; Y WANG ; M LI ; W W WU ; Y L FENG ; P ZHANG ; H L YANG ; S P WANG ; Y W ZHANG
Chinese Journal of Epidemiology 2018;39(6):830-835
Objective: To investigate the influence of dietary cholesterol intake on gestational diabetes mellitus (GDM), at one year prior to and first and second trimesters of pregnancy. Methods: Between March 2012 and September 2016, the pregnant women from the First Affiliated Hospital of Shanxi Medical University were asked to fill in a set of questionnaires, by which information on general demographic characteristics, diagnosis of GDM and dietary cholesterol intake was collected. Unconditional logistic regression method was used to analyze the influence of dietary cholesterol intake on GDM, at one year prior to and first and second trimesters of pregnancy. The association on dietary cholesterol intake and GDM between age groups was also analyzed. Results: Data on 9 005 subjects, including 1 388 pregnant women with GDM, was collected. When the amount of cholesterol intake was stratified into quartile, results from the unconditional logistic regression showed that dietary cholesterol intake appeared ≥76.50 mg/d, both in the periods of one year prior to and the second trimester of pregnancy. This amount of dietary cholesterol intake would increase the risk of GDM (one year prior to pregnant: OR=1.230, 95%CI: 1.018-1.485; second trimester: OR=1.228, 95%CI:1.014- 1.486). Women who took ≥76.50 mg/d of daily cholesterol during the period of one year prior to, or 46.75-76.50 mg/d during the second trimester of pregnancy, the risks of GDM (OR=4.644, 95%CI: 1.106-19.499) would increase. Women with daily cholesterol intake over 76.50 mg/d during the period of one year prior to or at the second trimester of pregnancy, there appeared a risk on GDM (OR=1.217, 95%CI: 1.012-1.463). When maternal age was divided in two different subgroups and the cholesterol intake level was ≥76.50 mg/d both in the period of one year prior to pregnancy or at the second trimester, the risk of GDM appeared in the subgroup of<35 years old (OR=1.336, 95%CI:1.083-1.647; OR=1.341, 95%CI: 1.087-1.654). However, no significant association was found in the maternal age group of ≥35 years old. Conclusion: High level of dietary cholesterol intake would increase the risk of GDM, both in the period of one year prior to and at the second trimester of pregnancy.
Adolescent
;
Adult
;
Asian People/statistics & numerical data*
;
Cholesterol, Dietary
;
Diabetes, Gestational/epidemiology*
;
Female
;
Humans
;
Logistic Models
;
Pregnancy
;
Pregnancy Trimester, First
;
Pregnancy Trimester, Second
;
Risk Factors

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