- Academic Editor
Background: We aimed to investigate the association of
free thyroxin (FT4), free triiodothyronine (FT3), subclinical hypothyroidism
(SCH), and thyroid peroxidase antibody (TPOab) in the first trimester with
gestational diabetes mellitus (GDM). Methods: We recruited 110 pregnant
women with GDM and 100 pregnant women without GDM who had normal 75 g oral
glucose tolerance test (OGTT) results between June 2019 and June 2021. We
collected basic data from all participants and compared serum FT3 and FT4 levels,
SCH, and TPOab (+) incidences in the first trimester between the two groups. We
used logistic regression to identify factors that influence the development of
GDM. Results: Serum FT3 levels were 4.58
The levels of thyroid hormone (TH) play a crucial role in fetal growth and development, especially in the nervous system [1]. During the first 24 weeks of gestation, the fetal hypothalamus-pituitary-thyroxine axis is not yet fully developed, and the fetus relies on maternal TH to support its development and growth [2]. As pregnancy progresses, the demand for TH in the mother increases [3]. Various mechanisms, including thyroid-binding globulin (TBG), human chorionic gonadotropin (hCG), and the fetal thyroid gland, work together to regulate maternal TH levels and increase them when necessary [4]. However, TH also reduces the body’s sensitivity to insulin and increases the level of insulin breakdown substances, leading to decreased insulin sensitivity and the development of gestational diabetes mellitus (GDM) in pregnant women [5].
Subclinical hypothyroidism (SCH) during pregnancy is defined as serum thyroid-stimulating hormone (TSH) levels above the upper limit of the pregnancy-specific reference range in pregnant women, while free thyroxin (FT4) levels are within the pregnancy-specific reference range [6]. In 2017, the American Thyroid Association (ATA) recommended a serum TSH level greater than 4.0 mIU/L and FT4 within the normal range as a diagnostic criterion for hypothyroidism during pregnancy [7]. Thyroid peroxidase antibody (TPOab) is a thyroid-specific antibody [8]. Positive TPOab can cause damage to thyroid follicles, which indirectly inhibits the synthesis of thyroxine and is the main mechanism leading to hypothyroidism [9]. There have been only a limited number of studies [10, 11] investigating the relationship between FT4 levels during the first trimester (up to 13 + 6 weeks of gestation) and GDM. Few studies have investigated the association of free triiodothyronine (FT3), SCH, TPOab in the first trimester with GDM. The purpose of this study is to compare the levels of FT4, FT3, SCH, TPOab (+) levels in the first trimester between pregnant women with or without GDM, and to examine the relationship between these factors and the incidence of GDM. The findings of this study may provide useful insights for GDM assessment and monitoring.
The subjects of this study were pregnant women who attended routine antenatal clinics at Jinhua People’s Hospital between June 2019 and June 2021. The GDM group comprised 110 pregnant women diagnosed with GDM, while the control group consisted of 100 pregnant women with normal results on oral glucose tolerance test (OGTT) during the same time period. General information about the patients, including body mass index (BMI) at enrollment, age, systolic blood pressure (SBP), diastolic blood pressure (DBP), gravidity, parity, history, and timing of glucose tolerance testing, were collected from the prenatal examination records between 11 to 13 + 6 weeks of gestation. Past medical history was assessed, including a history of thyroid or endocrine. Family history was evaluated to rule out significant genetic predisposition or thyroid disease. The ethics committee of Jinhua People’s Hospital approved this study (IRB-2021033-R). All the patients signed informed consent. The sample size calculation was based on the assumption that the incidence of SCH in pregnant women is about 5%, and the incidence of GDM in pregnant women without SCH is about 10%. To detect a statistically significant difference in the incidence of GDM between the SCH group and the non-SCH group, with a power of 80% and a significance level of 0.05, a sample size of 100 pregnant women in each group was required. Therefore, we enrolled 110 pregnant women with GDM and 100 pregnant women with normal OGTT results as the control group in this study.
The inclusion criteria were as follows: GDM group: (1) adhere to the GDM
definition [12]: patient met on of the following indicators in the results of the
75 g OGTT during 24 to 28 weeks of pregnancy: fasting blood glucose (FPG) over
5.1 mmol/L, one-hour postprandial blood glucose (1 hPG) over 10.0 mmol/ L, or two
hours postprandial blood glucose (2 hPG) over 8.5 mmol/L; (2) pregnant women
without previous hypertension, diabetes, abnormal renal function, familial
genetic diseases or abnormal hepatic lipid metabolism; (3) age
Patients were excluded if they met one or more of the following criteria: (1)
patients with pre-pregnancy confirmed diabetes or first trimester diagnosed
diabetes (blood tests for FPG
Instrument Information: automated electrochemiluminescence immunoassay analyzer (Cobas602, Roche Diagnostics GmbH, Mannheim, Germany), automated radioimmunoassay analyzer (Beijing North Institute of Biotechnology Co., Ltd., Beijing, China), automatic biochemical analyzer (Cobas8000 c702 Chemistry System, Roche Diagnostics GmbH, Mannheim, Germany), centrifuge (Xiangtan Xiangyi Instrument Co., Ltd., Xiangtan, Hunan, China) and pipette (Thermo Fisher Scientific, Waltham, MA, USA). Reagent Information: FT3, FT4, and TSH kits (Roche Diagnostics GmbH, Mannheim, Germany).
Three milliliters of blood were collected via cubital venipuncture from each participant during their first trimester visit. The blood was collected in a coagulation tube and allowed to stand at room temperature for 10 minutes before being centrifuged at 3800 r/min for 8 minutes to extract the serum for future testing.
Serum TSH levels were measured using an automated electrochemiluminescence immunoassay analyzer (Cobas602, Roche Diagnostics GmbH, Mannheim, Germany) with a normal reference range of 0.35 to 4.94 mU/L. FT3 and FT4 levels were also measured using the same analyzer, with normal reference ranges of 2.65 to 5.7 pmol/L and 9.0 to 19 pmol/L, respectively.
TPOab levels were measured using an automated radioimmunoassay analyzer (Beijing North Institute of Biotechnology Co., Ltd., Beijing, China) with a normal reference range of 0 to 15%. The automatic biochemical analyzer (Cobas8000 c702 Chemistry System, Roche Diagnostics GmbH, Mannheim, Germany) was used to measure blood glucose levels.
SCH was defined as having a serum TSH level higher than the upper limit of the reference range, while FT4 levels remained within the reference range. The pipette used in this study was from Thermo Fisher Scientific, Waltham, MA, USA.
The lipid profile including total cholesterol, high-density lipoprotein cholesterol, low-density lipoprotein cholesterol, and triglycerides were measured using enzymatic colorimetric methods. Uric acid was measured using the uricase-phenol amino acid oxidase method.
75 g OGTT test [13]: 75 g OGTT method: Pregnant women fast for more than eight hours before the OGTT test and take 300 mL of liquid containing 75 g glucose orally in 5 minutes. Cubital venous blood was drawn during fasting and at one hour and two hours after glucose administration, followed by injection into a test tube containing sodium fluoride. Plasma glucose was measured using the glucose oxidase method [14].
For all statistical studies, the SPSS Statistics software (version 26.0; IBM
corp, Chicago, IL, USA) was utilized. Continuous variable data that followed the
normal distribution were expressed as mean
This study included a total of 210 patients. General data, including body mass
index (BMI) at enrollment, age, SBP, DBP, gravidity and parity were compared. The
age of the GDM group was significantly higher than that of the control group
(p = 0.003). There was no statistical difference between the two groups
in terms of gravidity, parity, basal SBP and DBP, BMI, and the time of glucose
tolerance testing (p
Variables | GDM group (n = 110) | Control group (n = 100) | p-value |
Age, years | 31.74 |
29.84 |
0.003 |
Gestational weeks at the time of glucose tolerance screening, weeks | 25.22 |
25.58 |
0.125 |
BMI, kg/m |
22.32 |
22.64 |
0.242 |
SBP, mmHg | 121.90 |
120.23 |
0.112 |
DBP, mmHg | 75.73 |
74.21 |
0.065 |
Number of Gravidity | 2.34 |
2.41 |
0.084 |
Number of Parity | 0.72 |
0.74 |
0.142 |
Glucose (GLU) | 5.45 |
5.43 |
0.093 |
1H GLU | 10.81 |
10.77 |
0.193 |
2H GLU | 9.20 |
9.51 |
0.304 |
GDM, gestational diabetes mellitus; BMI, body mass index; SBP, systolic blood pressure; DBP, diastolic blood pressure; GLU, Glucose; SD, standard deviation.
The comparison of FT3, FT4, TSH, cholesterol, and uric acid between the two
groups showed that the mean values of TSH, FT3, FT4, cholesterol, and uric acid
were different between the two groups. The FT3 levels were 4.58
Group | Cases | FT3 (pmol/L) | FT4 (pmol/L) | TSH (mIU/L) | Cholesterol (mmol/L) | Uric acid (umol/L) |
GDM | 110 | 4.58 |
9.32 |
1.42 |
4.57 |
299.56 |
Control | 100 | 4.61 |
10.24 |
1.43 |
4.49 |
282.34 |
t value | –0.192 | –2.511 | –0.056 | 0.527 | 1.168 | |
p-value | 0.423 | 0.006 | 0.478 | 0.299 | 0.122 |
GDM, gestational diabetes mellitus; FT3, free triiodothyronine; FT4, free thyroxin; TSH, thyroid-stimulating hormone.
The prevalence of SCH in the first trimester was 25.5% (28/110) in the GDM group and 14.76% (14/100) in the control group, and the difference was statistically significant (p = 0.038) (Table 3). Moreover, the prevalence of TPOab (+) in the first trimester was 20% (22/110) in the GDM group and 10% (10/100) in the control group, and the difference was statistically significant (p = 0.044) (Table 3).
Variables | GDM group (n = 110) | Control group (n = 100) | p-value |
SCH, n (%) | 28 (25.5%) | 14 (14%) | 0.038 |
TPOab (+), n (%) | 22 (20%) | 10 (10%) | 0.044 |
GDM, gestational diabetes mellitus; SCH, subclinical hypothyroidism; TPOab (+), positive thyroid peroxidase antibody.
Logistic regression analysis was performed among age, SCH, TPOab (+), and the incidence of GDM. Whether GDM occurred (GDM = 1, Non-GDM = 0) has been chosen as the dependent variable. Binary logistic regression analysis was performed by including age, SCH, TPOab (+) as independent variables. The results showed that women with TPOab (+) in the first trimester had a 3.646 times higher risk of GDM than pregnant women with TPOab (–). Moreover, patients with SCH had a 3.088 times higher risk of developing GDM in early pregnancy than those with normal thyroid function. Table 4 shows that for every one-year increase in maternal age, there was a 1.111 times increase in the risk of GDM. The regression equation for the model is logit p = –3.484 + 0.105 (age) + 1.128 (SCH) + 1.294 (TPOab (+)).
Variables | b-value | p-value | OR | Lower 95% CI | Upper 95% CI |
Age, years | 0.105 | 0.001 | 1.111 | 1.043 | 1.183 |
SCH, n | 1.128 | 0.004 | 3.088 | 1.426 | 6.689 |
TPOab (+), n | 1.294 | 0.004 | 3.646 | 1.497 | 8.879 |
Constant (b |
–3.484 | 0.001 | - | - | - |
GDM, gestational diabetes mellitus; SCH, subclinical hypothyroidism; TPOab (+), positive thyroid peroxidase antibody; OR, odds ratio; CI, confidence interval.
The main findings of our study suggest that there is a significant association between FT4 levels, SCH, and TPOab in the first trimester with the development of GDM. Our results indicate that the GDM group had significantly lower FT4 levels, as well as higher age, incidence of SCH, and TPOab (+) compared to the control group. Furthermore, logistic regression analysis identified age, SCH, and TPO (+) as significant risk factors for GDM. Our findings highlight the importance of monitoring changes in FT4 levels, SCH, and TPOab (+) incidence during the first trimester to predict the occurrence and development of GDM.
Both gestational hypothyroidism and GDM are common endocrine and metabolic
disorders of pregnancy, and their association has been widely studied [10].
Studies [15, 16] have found that the thyroid hormones play an important role in
regulating the metabolism of blood lipids and blood glucose. Insufficient thyroid
hormone levels can lead to abnormal metabolic indicators, including obesity and
insulin resistance, which can further lead to hyperglycemia. Additionally,
research has demonstrated that the thyroid gland, as a target organ of high
glucose, can be damaged by chronic inflammation and high glucose levels, which
can worsen thyroid deficiency in individuals with diabetes [17]. Studies [18, 19]
have confirmed that increasing age, physical changes, and BMI can increase
gestational hypertension, GDM, and thyroid disease. With increasing age, insulin
resistance increases, and the degree of affinity of insulin-related receptors to
insulin decreases, ultimately leading to an increase in the incidence of GDM
[20]. Shuang et al. [21] found that the risk of GDM increased 1.15 times
for every 1-year increase in age when age was
Yang et al. [10] studied early low thyroxine levels and gestational diabetes in 27,513 pregnant women. The study suggested that FT4 could be used as an independent predictor of GDM disease prediction, and the incidence of GDM decreases with increasing FT4. In a study of 11,365 pregnant women [22], it was demonstrated that there is a relationship between serum thyroxine concentration in early pregnancy and the occurrence of GDM, and that hypothyroxinemia in early pregnancy is also associated with the incidence of GDM. The study also pointed out that FT4 level was deceased in patients with GDM compared to the non-GDM group. The results were consisted with our study. In this study, the FT4 levels were significantly lower in the GDM group than in the control group.
TPOab as a thyroid-specific antibody may be an independent risk factor for adverse pregnancy outcomes [23]. Positive TPOab can cause damage to thyroid follicles, indirectly inhibit the synthesis of thyroxine, which is the main mechanism leading to hypothyroidism [24]. A significantly higher incidence of GDM compared with 578 euthyroid control pregnant women in a study of 167 hypothyroid pregnant women with positive TPOab [25]. SCH is significantly associated with elevated blood glucose level and insulin level, and is also associated with an increased risk of insulin resistance [26]. Pregnant women with SCH have a 50% increased risk of GDM compared with euthyroid pregnant women [27]. A meta-analysis [28] also showed that SCH increased the risk of GDM development by 1.558 times. TPOab (+) is a specific indicator of autoimmune thyroid disease and is associated with the etiological and prognostic evaluation of SCH, while it is also an essential factor in predicting GDM [29]. In this study, the results indicated a higher incidence rate of positive TPOab in the GDM group than in the control group, and the difference was statistically significant. The incidence of SCH in the first trimester in GDM women was 22.5%, which is significantly higher than that in non-GDM women (14.0%). Logistic regression analysis showed that GDM was positively correlated with SCH and TPOab (+), respectively, and TPOab (+) women increased the risk of GDM by 3.646 times; meanwhile, SCH increased the risk of GDM by 3.08 times. In our study, we aimed to investigate the association between FT4, FT3, SCH, and TPOab in the first trimester with GDM. Our findings suggest that monitoring the changes in FT4 levels, SCH, and TPOab (+) incidence in the first trimester may be useful in predicting the occurrence and development of GDM.
There were several limitations to this study that should be acknowledged. Firstly, the study design was retrospective, and the information used was already existing, which may lead to information bias due to missing data. Secondly, the thyroid hormone levels were measured from blood samples taken between 11 to 13 + 6 weeks of gestation, and the mean age of the GDM group was significantly higher than that of the control group, which may potentially affect the relationship between the hypothyroidism and the development of GDM. Finally, the analysis did not consider the timing of blood sampling, which may introduce data bias.
Our study provides further evidence for the importance of early detection and management of thyroid dysfunction during pregnancy, which may reduce the risk of GDM. However, further studies are needed to validate the universal screening approach and to determine the optimal timing and criteria for screening and treatment.
The study concluded that monitoring FT4 levels, SCH, and TPOab incidence in the first trimester could be useful in predicting the occurrence and development of GDM. The study found that the incidence of SCH and TPOab (+) were significantly higher in the GDM group. Logistic regression analysis indicated that age, SCH, and TPOab (+) were risk factors for GDM, suggesting that these factors should be considered when predicting GDM development.
All data generated or analysed during this study are included in this article. Further enquiries can be directed to the corresponding author.
YZ carried out the study concepts, study design, literature research and manuscript review; YD focused on the data acquisition, data analysis and manuscript editing. Both authors have read and approved this article. Both authors contributed to editorial changes in the manuscript. Both authors read and approved the final manuscript. Both authors have participated sufficiently in the work to take public responsibility for appropriate portions of the content and agreed to be accountable for all aspects of the work in ensuring that questions related to its accuracy or integrity.
The ethics committee of Jinhua People’s Hospital approved this study (IRB-2021033-R). All the patients signed informed consent.
Not applicable.
This research received no external funding.
The authors declare no conflict of interest.
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