Study design and participants
A total of 1,994 pregnant women who registered and attended their routine first hospital visit in pregnancy at the Antenatal Department of Union Shenzhen Hospital of Huazhong University of Science and Technology (Shenzhen, Guangdong) and planned to give birth at this hospital were recruited from January 2015 to December 2018. The following exclusion criteria were included: smoking or drinking alcohol during pregnancy (n = 4), history of liver disease (n = 12), diabetes or hypertension (n = 45), kidney disease (n = 5), heart disease (n = 3), and twin or multiple pregnancy (n = 14). Finally, a total of 1,911 gravidas with singleton pregnancies were included in the present investigation. Basic information on the participants was collected at the beginning of the study, and Hb concentrations were measured in the second (16–18 weeks) and third (28–30 weeks) trimesters of gestation. In addition, the women were followed up until delivery. Participants signed informed consent forms at the beginning of the study, and all procedures were approved by the Ethics Committee of the Union Shenzhen Hospital of Huazhong University of Science and Technology.
Collection of baseline information
Age (years), education (primary, secondary, college or above), conception method (natural or artificial), parity (primiparity or multiparity), history of miscarriage (yes or no), embryo number and history of disease (e.g., liver disease, diabetes or hypertension, kidney disease, heart disease) were obtained through face-to-face interviews by a well-trained investigator, and questionnaires were completed simultaneously. Height and weight were measured using an electronic scale with the following detailed instructions: take off the shoes, stand up straight with the shoulders parallel and the body naturally relaxed. Height and weight measurements were accurate to 0.1 cm and 0.1 kg, respectively. The prepregnancy body mass index (BMI) (kg/m2) was calculated as weight (kg) divided by the square of the height (m2).
Laboratory assays
At 16–18 weeks and 28–30 weeks of pregnancy, fasting venous blood was collected by a professionally trained investigator. Hb levels were measured using an automated colorimetric procedure. All laboratory measurements were performed with a Hitachi 7600 automatic analyzer (Hitachi, Tokyo, Japan).
Assessment of pregnancy outcomes
The adverse pregnancy outcomes of this study included PROM, FIUD, PTB, LBW and SGA. We followed the definition of the International Classification of Diseases, 10th Revision (ICD-10). PROM was defined when the membranes were observed to have ruptured before the onset of labor [19–21]. FIUD refers to a fetus’s acute and chronic hypoxic symptoms under the influence of various factors in the uterus[22]. PTB was defined as delivery at ≥ 20 weeks and before 37 weeks of gestation. Low birth weight was defined as a newborn with a birth weight less than 2500 g [23]. Smallness for gestational age was generally defined as below the 10th percentile on the growth chart[24].
Statistical analyses
Baseline information is presented as the mean (SD) for continuous variables and as the proportion (%) for categorical variables. Statistical differences between groups were tested using analysis of variance (ANOVA) for continuous variables and the chi-square test for categorical variables. Hb levels were categorized into four groups as follows: <110 g/L, 110–119 g/L, 120–130 g/L, and > 130 g/L. The second group (110 g/L ≤ Hb < 119 g/L) was defined as the reference group. Odds ratios (ORs) and 95% confidence intervals (95% CIs) were calculated by using logistic regression models to examine the association of Hb levels at gestation with the risk of adverse pregnancy outcomes. Two models were included in the present study: Model 1 was unadjusted; Model 2 was adjusted for age, education, conception method, parity, history of miscarriage, GDM, hypertension and thyroid disease. Furthermore, pregnant women with low Hb levels (< 110 g/L) or high Hb levels (> 130 g/L) at 16–18 weeks were divided into two groups: restored and not restored according to Hb levels at 28–30 weeks. Age subgrouping (< 35 and ≥ 35 years) was performed because advanced maternal age is a known risk factor for adverse pregnancy outcomes [25]. Finally, to eliminate the influence of pregnancy diseases on pregnancy outcome, we performed a sensitivity analysis, that is, excluding pregnant women with gestational diabetes, hypertension and thyroid diseases, and repeated the above analysis. All analyses were carried out by using SPSS 24.0 (SPSS Inc., Chicago, IL, USA), and a two-sided P-value < 0.05 was considered statistically significant. Graphic production was completed by using R version 3.0.3 (The R Foundation for Statistical Computing, Vienna, Austria).