Abstract
The association between maternal cadmium (Cd) exposure during pregnancy and the increased risk of fetal growth restriction (FGR) remains controversial. The present study evaluated the association between maternal serum Cd level and risk of small for gestational age (SGA) infants in a Chinese population. The present study analyzed a subsample of the C-ABCS cohort that recruited 3254 eligible mother-and-singleton-offspring pairs. Maternal serum Cd level during pregnancy was measured by graphite furnace atomic absorption spectrometry. The rate and odds ratio (OR) for SGA infant were calculated. The rate for SGA infant was 10.6% among subjects with H-Cd (≥1.06 μg/L), significantly higher than 7.5% among subjects with L-Cd (<1.06 μg/L). OR was 1.45 (95% CI: 1.11, 1.90; P = 0.007) among subjects with H-Cd. Adjusted OR for SGA infants was 1.43 (95% CI: 1.09, 1.88; P = 0.007) among subjects with H-Cd. Taken together, we observe the fact that maternal Cd exposure at middle gestational stage, elevates the risk of SGA in contrast to early gestational stage. The present results might be interesting and worth more discussing, and guarantee to further studies.
Cadmium (Cd) is an important occupational and environmental toxicant. Workers in electroplating, pigments, paints, welding, and Ni-Cd batteries are usually exposed to a high level of Cd1. As environmental Cd mainly distributed in soil, air and water, the general population is exposed to a low level of Cd via drinking water, food and cigarette smoking2. Cd is a male reproductive toxicant in humans. Numerous epidemiological investigations showed that environmental Cd exposure was associated with male infertility and poor semen quality in humans3,4,5,6,7. Cd is a testicular toxicant in rodent animals8. A lot of studies found that administration with a high dose of Cd induced germ cell apoptosis in mouse testes9,10,11,12,13,14. As an environmental endocrine disruptor, Cd could inhibit the synthesis of testosterone (T) through down-regulating key genes for T synthesis in testis15,16.
Increasing evidence demonstrates that Cd is an embryotoxic in rodent animals. Maternal Cd exposure during middle gestation induces fetal malformations in craniofacial region, limbs, trunk, viscera, and axial skeleton17,18,19,20,21,22, while mid- and late-gestation exposure induces fetal growth restriction (FGR) 16,23. Nevertheless, the association between maternal Cd exposure during pregnancy and adverse outcomes in women remains to be investigated.
FGR, including small for gestational age (SGA) infants, increases the risks of infant morbidity and metabolic diseases in adulthood24,25. The association between maternal Cd exposure during pregnancy and the increased risk of fetal growth restriction (FGR) remains controversial. An earlier report showed that fetal growth restriction is associated with higher placental Cd level26. According to recent mother-child cohort studies, maternal blood Cd level during pregnancy was associated with lower birth weight and the increased incidence of SGA27,28. Another prospective cohort study showed that maternal urinary Cd level during pregnancy was negatively associated with birth weight29. These results are in disagreement with those from other studies, in which there was no significant association between maternal Cd exposure during pregnancy and birth weight30,31. The present study mainly investigated the association between maternal serum Cd level during pregnancy and the risk of SGA infants in a large population-based birth cohort study. To explore the critical period for Cd-associated SGA, we further analyzed the association between maternal serum Cd level at different gestational stages and the risk of SGA infants in a Chinese population.
Results
All alcohol drinkers and cigarette smokers during pregnancy were excluded from this study. Total 3254 mother-and-singleton-offspring pairs were eligible for this study. The demographic characteristics of pregnant women, including mother’s age, BMI before pregnancy, parity, and monthly income, were shown in Table 1. Total 1122 pregnant women (34.5%) were collected for serum in the first trimester and 2132 pregnant women (65.5%) were collected for serum in the second trimester. Median gestational age was 39 weeks (minimum: 31 weeks; maximum: 45 weeks). Among 3254 singleton infants, 82 were low birth weight infants and 336 were giant infants. In the present study, maternal serum Cd level was measured by graphite furnace atomic absorption spectrometry (GFAAS). The median serum Cd level was 0.79 μg/L (minimum: 0.04 μg/L; maximum: 8.08 μg/L). The 25th and 75th percentile was 0.57 and 1.06 μg/L. In addition, the distribution of maternal serum Cd levels during pregnancy and its association with birth weight were presented in Table 2. Total 601 (18.5%) pregnant women were for <0.50 μg/L, 2299 (70.7%) pregnant women for <1.00 μg/L, 2931 (90.1%) pregnant women for <1.50 μg/L. Interestingly, neonatal birth weight gradually decreased with the increase of maternal serum Cd level from 1.25 μg/L to more than 2.00 μg/L.
Table 1. Characteristics of 3254 mothers and their newborns.
Parameters | Maternal serum cadmium levela |
P-value | ||
---|---|---|---|---|
L-Cd (<P75, n = 2440) | H-Cd (≥P75, n = 814) | |||
Maternal characteristics | ||||
Age [ y, n(%)] | ||||
≤24 | 371 (15.2) | 128 (15.7) | 0.888 | |
25–29 | 1540 (63.1) | 515 (63.3) | ||
≥30 | 529 (21.7) | 171 (21.0) | ||
Pre-pregnancy BMI [kg/m2, n(%)] | ||||
<18.5 | 515 (21.1) | 180 (22.1) | 0.762 | |
18.5–24.9 | 1848 (75.7) | 611 (75.1) | ||
≥30 | 77 (3.2) | 23 (2.8) | ||
Monthly income [n(%)] | ||||
Low incomeb | 1114 (45.7) | 372 (45.7) | 0.147 | |
Middle incomeb | 976 (40.0) | 346 (42.5) | ||
High incomeb | 350 (14.3) | 96 (11.8) | ||
Parity [n(%)] | ||||
Primiparae | 2372 (97.2) | 68 (2.8) | 0.673 | |
Multiparae | 789 (96.9) | 25 (3.1) | ||
Time for collecting serum [n(%)] | ||||
First trimester | 845 (34.6) | 277 (34.0) | 0.754 | |
Second trimester | 1595 (65.4) | 537 (66.0) | ||
Newborn characteristics | ||||
Sex [n(%)] | ||||
Male | 1310 (53.7) | 427 (52.5) | 0.542 | |
Female | 1130 (46.3) | 387 (47.5) | ||
Gestational age [wk, n(%)] | ||||
<37 | 87 (3.6) | 94 (11.5) | <0.001 | |
≥37 | 2353 (96.4) | 720 (88.5) | ||
Birth weight (g, mean ± SD) | 3413 ± 443.8 | 3363 ± 510.6 | 0.013 |
aL-Cd for serum cadmium <1.06 μg/L, and H-Cd for serum cadmium ≥1.06 μg/L.
bLow income for <2000 RMB (312 US dollars) per month; middle income for 2000–4000 RMB (312–624 US dollars) per month; high income for >4000 RMB (624 US dollars) per month.
Table 2. The distribution of maternal serum Cd levels during pregnancy and its association with birth weight.
Serum Cd (μg/L) | n | Cumulative Percentage (%) | Birth Weight (g, 95%CI) |
---|---|---|---|
<0.25 | 140 | 4.3 | 3415.6 (3343.8, 3487.3) |
0.25 – 0.49 | 461 | 18.5 | 3441.2 (3395.6, 3486.8) |
0.50 – 0.74 | 872 | 45.3 | 3399.9 (3371.4, 3428.4) |
0.75 – 0.99 | 826 | 70.7 | 3405.3 (3376.3, 3434.2) |
1.00 – 1.24 | 418 | 83.5 | 3408.0 (3360.2, 3455.8) |
1.25 – 1.49 | 214 | 90.1 | 3411.3 (3348.4, 3474.2) |
1.50 – 1.74 | 139 | 94.3 | 3317.0 (3220.5, 3413.5) |
1.75 – 1.99 | 145 | 98.8 | 3309.5 (3225.8, 3393.2) |
≥2.00 | 39 | 100.0 | 3292.0 (3129.5, 3454.5) |
The association between maternal serum Cd level during pregnancy and fetal growth restriction was analyzed. As shown in Table 3, 7.5% newborns were with SGA infants among subjects with L-Cd. Interestingly, 10.6% newborns were with SGA infants among subjects with H-Cd (OR: 1.45; 95% CI: 1.11, 1.90; P = 0.007). After adjusting for pre-pregnancy BMI, maternal age, monthly income, gestational week for collecting serum, parity and gravidity, adjusted OR for SGA was 1.43 (95% CI: 1.09, 1.88; P = 0.009) among subjects with H-Cd using multiple logistic regression model (Table 3). According to a previous methods established by Kippler et al., maternal serum Cd levels were classified as quartile 1 (Q1, <0.57 μg/L), quartile 2 (Q2, 0.57 to <0.79 μg/L), quartile 3 (Q3, 0.79 to <1.05 μg/L), and quartile 4 (Q4, ≥1.05 μg/L) base on quartiles 29. As shown in Table S1, 10.6% newborns were with SGA infants among subjects with Q4 (OR: 1.51; 95% CI: 1.07, 2.14; P = 0.020), significantly higher than 7.3% among subjects with Q1.
Table 3. The incidence and odds ratio (OR) for SGA infants based on maternal serum Cd level during pregnancy.
Maternal serum Cd levela |
P-value | ||
---|---|---|---|
Low (<P75) | High (≥P75) | ||
Number of live infants | 2440 | 814 | – |
Number of SGA | 184 | 86 | – |
Incidence (%) | 7.5 | 10.6 | 0.007 |
Univariate OR (95%CI) | 1.00 | 1.45 (1.11, 1.90) | 0.007 |
Adjusted OR (95%CI)b | 1.00 | 1.43 (1.09, 1.88) | 0.009 |
aLow for serum cadmium <1.06 μg/L, and High for serum cadmium ≥1.06 μg/L.
bAdjusted for pre-pregnancy BMI, maternal age, time for collecting serum, monthly income, parity and gravidity.
The association between maternal serum Cd level at early gestational stage and fetal growth restriction was analyzed. As shown in Table 4, 7.9% newborns were with SGA infant among subjects with L-Cd at early gestational stage. In addition, 9.4% newborns were with SGA infant among subjects with H-Cd at early gestational stage (OR: 1.20; 95% CI: 0.75, 1.93; P = 0.446). After adjusting for pre-pregnancy BMI, maternal age, monthly income, parity and gravidity, adjusted OR for SGA was 1.21 (95% CI: 0.75, 1.96; P = 0.432) among subjects with H-Cd at early gestational stage (Table 4).
Table 4. The incidence and odds ratio (OR) for SGA infants based on maternal serum Cd level in the first trimester.
Maternal serum Cd levela |
P-value | ||
---|---|---|---|
Low (<P75) | High (≥P75) | ||
Number of live infants | 845 | 277 | – |
Number of SGA | 67 | 26 | – |
Incidence (%) | 7.9 | 9.4 | 0.445 |
Univariate OR (95%CI) | 1.0 | 1.20 (0.75, 1.93) | 0.446 |
Adjusted OR (95%CI)b | 1.0 | 1.21 (0.75, 1.96) | 0.432 |
aLow for serum cadmium <1.06 μg/L, and High for serum cadmium ≥1.06 μg/L.
bAdjusted for pre-pregnancy BMI, maternal age, and monthly income, parity and gravidity.
The association between maternal serum Cd level at middle gestational stage and fetal growth restriction was analyzed. As shown in Table 5, 7.3% newborns were with SGA infants among subjects with L-Cd at middle gestational stage. Of interest, 11.2% newborns were with SGA infants among subjects with H-Cd at middle gestational stage (OR: 1.59; 95% CI: 1.15, 2.21; P = 0.006). After adjusting for pre-pregnancy BMI, maternal age, monthly income, parity and gravidity, adjusted OR for SGA was 1.57 (95% CI: 1.13, 2.19; P = 0.007) among subjects with H-Cd at middle gestational stage (Table 5).
Table 5. The incidence and odds ratio (OR) for SGA infants based on maternal serum Cd level in the second trimester.
Maternal serum Cd levela |
P-value | ||
---|---|---|---|
Low (<P75) | High (≥P75) | ||
Number of live infants | 1595 | 537 | – |
Number of SGA | 117 | 60 | – |
Incidence (%) | 7.3 | 11.2 | 0.005 |
Univariate OR (95%CI) | 1.00 | 1.59 (1.15, 2.21) | 0.006 |
Adjusted OR (95%CI)b | 1.00 | 1.57 (1.13, 2.19) | 0.007 |
aLow for serum cadmium <1.06 μg/L, and High for serum cadmium ≥1.06 μg/L.
bAdjusted for pre-pregnancy BMI, maternal age, and monthly income, parity and gravidity.
Discussion
Urinary Cd level is a good marker for Cd exposure29, but blood Cd level is proposed as a more accurate estimator of the accumulated body burden32,33. Although serum Cd level is only about 10% of blood Cd, it is well correlated with blood Cd level34. The present study used serum Cd level rather than blood Cd level as a marker for environmental Cd exposure during pregnancy allowing us much greater flexibility in collecting, storing and transporting samples. Several studies analyzed serum Cd level among non-occupational population. An earlier report showed that mean serum level was 0.46 μg/L among non-smoking women35. A report from Japan found that mean serum Cd level was 1.57 μg/L among women from a non-polluted area36. According to a small case-control study, maternal serum Cd level during pregnancy was 2.22 μg/L among subjects delivered with babies with normal birth weight and 3.33 μg/L among subjects delivered with babies with low birth weight37. A recent report from Korea showed that mean serum Cd level was 1.21 μg/L among non-occupational women38. The present study analyzed serum Cd level among 3254 pregnant women. We showed that median of maternal serum Cd level was 0.787 μg/L (range: 0.044 to 8.077 μg/L). At middle gestational stage, the median serum Cd level was 0.794 μg/L (range: 0.044 to 8.077 μg/L). As cigarette smoking is an important risk factor for FGR39,40 as well as associated with the increased serum Cd level41, cigarette smokers during pregnancy were excluded from the present study.
A recent study showed that maternal urinary Cd level was negatively associated with birth weight29. Another report from the EDEN mother-child cohort study found that maternal blood Cd level was negatively associated with birth weight in the offspring of women who smoked during pregnancy28. According to a recent report from a North Carolina cohort, high maternal blood Cd level during pregnancy was associated with the increased risk of SGA infants27. The present study analyzed the association between maternal serum Cd level during pregnancy and the risk of SGA infants among subjects in a Chinese population. We found that the incidence of SGA infants was 10.6% among subjects with H-Cd, significantly higher than 7.5% among subjects with L-Cd. The OR for SGA infants was 1.45 among subjects with H-Cd. After controlling for maternal age, pre-pregnancy BMI, monthly income, parity and gravidity, the adjusted OR for SGA infants was 1.43 among subjects with H-Cd. These results suggest that higher maternal serum Cd level during pregnancy was associated with the increased risk of SGA infants.
Several studies demonstrate that maternal Cd exposure at middle and late gestational stages induces FGR in mice16,21,42. However, a Canadian birth study found that no association was observed between Cd level in maternal blood from the first and third trimesters and risk for SGA infants43. Until now, no report analyzed the association between maternal Cd exposure at middle gestational stage and the risk of SGA infants. To investigate the critical period of Cd-associated SGA, the present study further compared the rate and OR of SGA infants among subjects with H-Cd at early and middle gestational stages. As expected, the rate of SGA infants was markedly increased among subjects with H-Cd at middle gestational stage. The OR was 1.59 among subjects with H-Cd at middle gestational stage. Unexpectedly, there was no significant difference on the rate of SGA infants between subjects with H-Cd at early gestational stage and subjects with L-Cd at early gestational stages. The OR was 1.20 (P > 0.05) among subjects with H-Cd at early gestational stage. These results suggest that maternal Cd exposure at middle gestational stage, but not early gestational stage, elevates the risk of SGA. The present results might be interesting and worth discussing, and guarantee to further studies.
The mechanism through which environmental Cd exposure during pregnancy results in FGR remains obscure. Two earlier studies observed the evidence of endoplasmic reticulum (ER) stress in human IUGR placentas 44,45. Data from animal experiments demonstrated that prolonged ER stress impaired not only placental development and morphogenesis but also placental transport and endocrine functions through down-regulating placental transporters and growth factors44,46. Indeed, a report from our laboratory found that maternal Cd exposure at middle gestational stage induced placental ER stress and impaired placental and fetal development in mice21. Therefore, we guess that placental ER stress, which impairs placental development and function, may be one of the main mechanisms for Cd-induced FGR. Additional study is necessary to explore the exact mechanism through which Cd-induced ER stress mediates placental dysfunction and FGR.
In the present study, we focused on the association of maternal Cd exposure during pregnancy and the risks of SGA infants. However, this study has some limitations. First, the present study did not investigate the effects of maternal exposure to other heavy metals, such as lead and mercury, on fetal development. Second, the present study did not analyze the association between maternal serum Cd level and risk for other adverse pregnancy outcomes. Third, the Cd exposure levels from two groups of pregnant women are not repeat measurements. Additional work is required to determine whether environmental lead and mercury exposure during pregnancy elevates the risks of SGA infants. In addition, whether maternal Cd exposure during pregnancy induces low birth weight (LBW) and preterm birth needs to be clarified.
In summary, we observe the fact that maternal Cd exposure at middle gestational stage, elevates the risk of SGA in contrast to early gestational stage. The present results might be interesting and worth more discussing, and guarantee to further studies.
Methods
Study population
The China-Anhui Birth Cohort Study (C-ABCS) is a prospective population-based cohort study that recruited 16 766 pregnant women from six major cities of Anhui province in China between November 2008 and October 2010. Exclusion criteria were as follows: inability to provide informed consent, alcohol drinking and cigarette smoking during pregnancy, mental disorders, pregnancy-induced hypertension and preeclampsia, gestational diabetes, heart disease, thyroid-related disease, a history of ≥3 previous miscarriages, or plans to leave local places before delivery47. The present study analyzed a subsample of the C-ABCS that recruited 4358 pregnant women from Hefei city of Anhui province from January 1 to December 31 in 2009. For this study, eligible participants were mother-and-singleton-offspring pairs in which serum samples from mothers were available for analysis of Cd level and offspring had a detailed birth records. Thirty-six pregnant women giving birth to twins, 15 fetal deaths, 2 stillbirths, 58 abortions and 589 withdrew were excluded from this study. In addition, 306 unavailable for maternal serum and 98 maternal serum collected at the third trimester were also excluded from this study. Total 3254 mother-and-singleton-offspring pairs were eligible for this study. All neonates were weighed at birth. The present study was approved by the ethics committee of Anhui Medical University. The methods were carried out in accordance with the approved guidelines. Oral and written consents were obtained from all pregnant women.
Definition of SGA
According to the Global Reference48, we firstly calculated the average birth weight and standard deviation (SD) at 40 weeks of gestational age in the birth cohort. When the average birth weight and the coefficient of variation (12.31%, expressed as the percentage of SD to the mean birth weight) at 40 weeks of gestation for our population were entered into the Microsoft Office Excel Software in the webappendix 2, the programme generated the multiple reference percentiles of birth weight at 24 to 41 weeks of gestation (Table S2). A live-born infant with birth weight below 10th percentile for the gestational age was defined as SGA infants in the present study.
Measurement of serum Cd
Maternal fasting blood during pregnancy was collected in the morning. The blood samples were allowed to clot at room temperature for 30 min. Then maternal serum was obtained after centrifuging for 15 min at 3000 g. After discarding hemolytic specimens, available sera were stored at −80 °C until analysis. To avoid contamination of exogenous Cd, all centrifuge tubes, storage vials and transfer pipettes were soaked for at least 24 hr in 10% HNO3 at room temperature. Serum Cd concentration was determined by graphite furnace atomic absorption spectrometry (GFAAS; model: TAS-990; Purkinje General Instrument Co., Ltd, Beijing, China) coupled with a deuterium-lamp background correction system. All samples were prepared and analyzed according to a slightly modified method as previously described16. Serum samples were diluted with 1% HNO3 according to 1:4 (v/v). Matrix modifiers colloid palladium (ColpdTM, Xinda Measuring & Control Technology Co., Ltd, Chengdu, China) were added to each standard, blank and sample dilution. The above-mentioned mixture was then detected using GFAAS. Each sample was analyzed in triplicate. Precision of the method was measured by coefficients of variation. Mean CV for measurement of serum Cd was 5.16% for within-day determinations and 6.55% for day-to-day determinations. The limit of detection was 0.01 μg/L. In this study, all subjects were divided into two groups according to maternal serum Cd level during pregnancy as previously described49: low Cd group (L-Cd, <1.06 μg/L) and high Cd group (H-Cd, ≥1.06 μg/L) base on 75th percentile.
Confounding factors
According to a previous review50, potential confounding factors that might influence the association between maternal Cd exposure during pregnancy and SGA infants were chosen as follows: maternal age (≤24, 25–29 and ≥30 years), pre-pregnancy BMI (<18.5, 18.5 − 24.9 and ≥25 kg/m2), average monthly income (Low income for <2000 RMB or 312 US dollars per month; middle income for 2000–4000 RMB or 312–624 US dollars per month; high income for >4000 RMB or 624 US dollars per month), time for collecting serum (first trimester: median 11 weeks of gestation, range 4–12 weeks of gestation; second trimester: median 16 weeks of gestation, range 13–27 weeks of gestation), and parity (primiparae and multiparae).
Statistical analysis
Proportions for maternal characters and neonatal characters in different serum Cd levels were provided. Differences between L-Cd group and H-Cd group were determined using chi-square tests. For adjustment of maternal age, pre-pregnancy BMI, monthly income, time for collecting serum and parity, Logistic regression model was used to estimate odds ratio (OR) and 95% confidence intervals (95% CI) for SGA infants. The forementioned results are referred to as relative risk (RR), because the OR is a good approximation of the risk ratio in the case of rare outcomes51. All statistical tests were two-sided using an alpha level of 0.05. We preformed all statistical analyses with statistical software SPSS (version 16.0).
Additional Information
How to cite this article: Wang, H. et al. Maternal serum cadmium level during pregnancy and its association with small for gestational age infants: a population-based birth cohort study. Sci. Rep. 6, 22631; doi: 10.1038/srep22631 (2016).
Supplementary Material
Acknowledgments
We thank the Maternal and Child Care Service Centre of Hefei city, and all participants in the study. This study was partially supported by National Natural Science Foundation of China (81473016, 81172711, 81471467) and National Key Technology R & D Program (2006BAI05A03 to C-ABCS).
Footnotes
Author Contributions The authors’ responsibilities were as follows—D.X.X., F.B.T. and H.W. designed the research; L.L., H.W., L.W., G.B.Z., Y.F.H. and L.F. conducted the research; J.H.H. and P.Y.S. provided essential materials and subjects; H.W., L.L., Y.H.C. and Z.Y. analyzed data; D.X.X., H.W. and F.B.T. wrote the manuscript; D.X.X., F.B.T., H.W. and L.L. had primary responsibility for the final content of the manuscript; All authors: read and approved the final manuscript.
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