| Literature DB >> 34587968 |
Yandi Zhu1, Haiyan Zhu2, Qinyu Dang1, Qian Yang1, Dongxu Huang1, Yadi Zhang1, Xiaxia Cai1, Huanling Yu3.
Abstract
BACKGROUND: Blood lipid increases during gestation are considered a physiological adaption, and decrease after delivery. However, some adverse pregnancy outcomes are thought to be related to gestational lipid levels. Therefore, it is necessary to have a reference range for lipid changes during gestation. The present study aims to describe triglyceride (TG) changes during pregnancy and 42 days postpartum and to find cut-off points for TG levels during the first, second, and third trimesters.Entities:
Keywords: Cut-off; GDM; Hypertriglyceridemia; Postpartum; Pre-BMI; Pregnancy; TG
Mesh:
Substances:
Year: 2021 PMID: 34587968 PMCID: PMC8480071 DOI: 10.1186/s12944-021-01549-y
Source DB: PubMed Journal: Lipids Health Dis ISSN: 1476-511X Impact factor: 3.876
Fig. 1Flow chart of the study population
Characteristics of study population
| Characteristics | Mean ± SD or N (%) |
|---|---|
| Age, years | 31.8 ± 3.9 |
| Height, cm | 162.94 ± 4.98 |
| Weight, kg | |
| Prepregnancy weight, kg | 59.18 ± 10.01 |
| Weight at delivery, kg | 71.43 ± 10.17 |
| Gestational weight gain, kg | 12.57 ± 4.92 |
| Prepregnancy BMI, kg/m2 | 22.37 ± 3.37 |
| < 18.5 | 47 (5.2) |
| 18.5–23.9 | 361 (39.8) |
| 24.0–27.9 | 125 (13.8) |
| ≥ 28.0 | 31 (3.4) |
| Missed | 344 (37.8) |
| GDM | 233 (25.7) |
| Parity | |
| Primiparas | 617 (68.0) |
| Multiparas | 291 (32.0) |
| Gestational age at delivery, week | 39.3 ± 1.4 |
Data are presented as mean ± SD or n (%)
BMI body mass index, GDM gestational diabetes mellitus
Fig. 2Longitudinal change in serum TG levels of pregnant women during gestation and after delivery. A- Total participants, B- Comparison among pregnant women with different pre-BMIs, C- Comparison between pregnant women with or without GDM. The x-axis represents different periods, including gestational weeks 6–8, 16, 24, and 36 and 42 days postpartum. The y-axis indicates serum TG level of pregnant women. The dots and error bars represent the mean ± SD of TG levels. Different letters represent the significance of significant differences in each period or between each subgroup. A P value < 0.05 indicates statistical significance
Stepwise multiple linear regression for gestational TG level and 42 days postpartum
| Time | Variables | B (SE) | 95 % CI | β |
|
|---|---|---|---|---|---|
| Week 6–8 (Baseline) | Constant | -0.858 (0.360) | -1.565–-0.151 | 0.017 | |
| TG | 0.789 (0.094) | 0.605–0.973 | 0.355 |
| |
| Pre-BMI | 0.069 (0.015) | 0.040–0.098 | 0.200 | < 0.001 | |
| GDM | 0.440 (0.113) | 0.218–0.662 | 0.160 | < 0.001 | |
| GWG | 0.025 (0.010) | 0.006–0.044 | 0.104 | 0.011 | |
| Week 16 | Constant | -0.960 (0.362) | -1.672–-0.249 | 0.008 | |
| TG | 0.430 (0.092) | 0.249–0.612 | 0.263 |
| |
| Pre-BMI | 0.053 (0.015) | 0.023–0.082 | 0.148 | < 0.001 | |
| Baseline TG | 0.424 (0.123) | 0.182–0.666 | 0.196 | 0.001 | |
| GWG | 0.033 (0.010) | 0.014–0.052 | 0.139 | 0.001 | |
| GDM | 0.376 (0.110) | 0.159–0.593 | 0.140 | 0.001 | |
| Week 24 | Constant | -1.135 (0.358) | -1.838–-0.433 | 0.002 | |
| TG | 0.369 (0.077) | 0.217–0.520 | 0.242 |
| |
| Pre-BMI | 0.060 (0.014) | 0.032–0.089 | 0.174 | < 0.001 | |
| Baseline TG | 0.472 (0.117) | 0.242–0.701 | 0.207 | < 0.001 | |
| GDM | 0.414 (0.111) | 0.195–0.633 | 0.151 | < 0.001 | |
| GWG | 0.026 (0.010) | 0.007–0.045 | 0.109 | 0.007 | |
| Week 36 | Constant | -1.398 (0.366) | -2.117–-0.678 | < 0.001 | |
| TG | 0.244 (0.050) | 0.146–0.341 | 0.214 |
| |
| Baseline TG | 0.573 (0.105) | 0.366–0.780 | 0.253 | < 0.001 | |
| Pre-BMI | 0.071 (0.014) | 0.043–0.099 | 0.205 | < 0.001 | |
| GDM | 0.452 (0.110) | 0.235–0.669 | 0.165 | < 0.001 | |
| GWG | 0.022 (0.010) | 0.004–0.041 | 0.094 | 0.022 |
Dependent variable: serum TG level at 42 days postpartum
Independent variables: serum TG level at each gestational week, baseline TG (TG of week 6–8), age, GWG, pre-BMI, GDM, and gestational age at delivery
If α ≤ 0.05, the variable was entered into the model, and the variable was ruled out if α ≥ 0.10
B unstandardized linear regression coefficient, β standardized linear regression coefficient
SE standard error, TG triglyceride, GWG gestational weight gain, Pre-BMI prepregnancy BMI, GDM gestational diabetes mellitus
The association between the gestational TG change trend and serum TG levels at 42 days postpartum
| B (SE) | 95 % CI |
| |
|---|---|---|---|
| TG | |||
| Slope | 1.425 (0.134) | 1.162–1.688 |
|
| Intercept | 0.512 (0.052) | 0.410–0.614 |
|
| Age | 0.014 (0.006) | 0.002–0.027 | 0.021 |
| GWG | 0.024 (0.005) | 0.014–0.033 | < 0.001 |
| Pre-BMI | 0.067 (0.007) | 0.053–0.081 | < 0.001 |
| GDM | 0.443 (0.055) | 0.335–0.550 | < 0.001 |
| Gestational age at delivery | -0.011 (0.022) | -0.054–0.031 | 0.602 |
The model was adjusted for age, GWG, pre-BMI, GDM and gestational age at delivery
B longitudinal linear regression coefficient
SE standard error, TG triglyceride, GWG gestational weight gain, Pre-BMI prepregnancy BMI, GDM gestational diabetes mellitus
Logistic regression for the risk of postpartum hypertriglyceridemia
| Week 6–8 | Week 16 | Week 24 | Week 36 | ||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| OR | 95 % CI |
| OR | 95 % CI |
| OR | 95 % CI |
| OR | 95 % CI |
| ||
| TG |
| 3.007–8.189 |
|
| 1.303–3.309 |
|
| 1.092–2.236 |
|
| 1.208–1.946 |
| |
| Baseline TG | 2.696 | 1.441–5.044 | 0.002 | 3.088 | 1.691–5.637 | < 0.001 | 3.132 | 1.805–5.436 | < 0.001 | ||||
| Age | 1.045 | 0.982–1.111 | 0.166 | 1.041 | 0.975–1.112 | 0.224 | 1.053 | 0.989–1.120 | 0.106 | 1.063 | 0.997–1.133 | 0.060 | |
| GWG | 1.056 | 1.008–1.106 | 0.023 | 1.073 | 1.022–1.127 | 0.005 | 1.060 | 1.011–1.110 | 0.015 | 1.053 | 1.004–1.105 | 0.033 | |
| pre-BMI | 1.136 | 1.059–1.218 | < 0.001 | 1.112 | 1.032–1.198 | 0.005 | 1.128 | 1.051–1.209 | 0.001 | 1.149 | 1.070–1.235 | < 0.001 | |
| GDM | No | Reference | Reference | Reference | Reference | ||||||||
| Yes | 1.712 | 1.022–2.868 | 0.041 | 1.787 | 1.047–3.048 | 0.033 | 1.775 | 1.054–2.988 | 0.031 | 1.858 | 1.098–3.143 | 0.021 | |
The model was adjusted for baseline TG (TG of week 6–8), age, GWG, pre-BMI, and GDM
TG triglyceride, GWG gestational weight gain, Pre-BMI prepregnancy BMI, GDM gestational diabetes mellitus
The association between the gestational trend of the change in TG and the risk of postpartum hypertriglyceridemia
| OR | 95 % CI |
| |
|---|---|---|---|
| TG | |||
| Slope | 11.660 | 6.018–22.591 |
|
| Intercept | 2.731 | 2.074–3.598 |
|
| Age | 1.040 | 1.007–1.075 | 0.019 |
| GWG | 1.052 | 1.027–1.078 | < 0.001 |
| Pre-BMI | 1.140 | 1.099–1.181 | < 0.001 |
| GDM | 1.834 | 1.406–2.393 | < 0.001 |
| Gestational age at delivery | 0.915 | 0.820–1.020 | 0.110 |
The model was adjusted for age, GWG, pre-BMI, GDM, and gestational age at delivery
TG triglyceride, GWG gestational weight gain, Pre-BMI prepregnancy BMI, GDM gestational diabetes mellitus
Prediction model of gestational TG level on postpartum hypertriglyceridemia
| TG cut-off, mmol/L | AUC (95 % CI) | Sensitivity | Specificity | χ2 |
| |
|---|---|---|---|---|---|---|
| First trimester | 1.93 | 0.750 (0.711–0.789) | 61.7 % | 75.9 % | 10.382 | 0.239 |
| Second trimester | 2.35 | 0.738 (0.699–0.776) | 66.2 % | 73.4 % | 9.786 | 0.280 |
| Third trimester | 3.08 | 0.708 (0.669–0.747) | 70.1 % | 63.8 % | 21.917 | 0.050 |
P value of > 0.05 was considered as the prediction model with good calibration.
TG triglyceride, AUC area under the ROC curve
Fig. 3ROC curves for the prediction model of gestational TG levels in postpartum hypertriglyceridemia. A- Gestational week 16, B- Gestational week 24, C- Gestational week 36. The test variables of ROC curves are serum TG levels at each gestational week. The status variable of the ROC curves was hypertriglyceridemia at 42 days postpartum
Hierarchical logistic regression for the risk of postpartum hypertriglyceridemia
| Pre-BMI subgroup | GDM subgroup | |||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Low weight | Normal weight | Overweight | Obese | GDM | Non-GDM | |||||||||||||
| OR | 95 % CI | OR | 95 % CI | OR | 95 % CI | OR | 95 % CI | OR | 95 % CI | OR | 95 % CI | |||||||
| Week 6–8 | 0.553 | 0.002–140.633 | 0.834 | 2.472–8.950 | 1.432–8.685 | 3.913 | 0.999–107.717 | 0.051 | 1.418–6.968 | 2.800–10.523 | ||||||||
| Week 16 | 0.888 | 0.015–53.484 | 0.955 | 1.308–4.893 | 1.621 | 0.717–3.662 | 0.245 | 2.738 | 0.084–88.911 | 0.571 | 1.740 | 0.680–4.448 | 0.248 | 1.150–3.547 | ||||
| Week 24 | 0.668 | 0.016–27.395 | 0.832 | 1.551 | 0.929–2.590 | 0.094 | 1.749 | 0.942–3.248 | 0.077 | 2.519 | 0.185–34.310 | 0.488 | 1.394 | 0.623–3.120 | 0.420 | 1.070–2.434 | ||
| Week 36 | 1.721 | 0.549–5.392 | 0.351 | 1.252–2.531 | 1.067–2.545 | 0.492 | 0.088–2.744 | 0.419 | 1.466 | 0.961–2.237 | 0.076 | 1.242–2.331 | ||||||
The model of pre-BMI subgroup was adjusted for baseline TG (TG of week 6–8), age, GWG, GDM, and gestational age at delivery
The model of GDM subgroup was adjusted for baseline TG (TG of week 6–8), age, GWG, pre-BMI, and gestational age at delivery
Pre-BMI prepregnancy BMI, GDM gestational diabetes mellitus, GWG gestational weight gain