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Maternal cadmium exposure during pregnancy and size at birth: a prospective cohort study.

BACKGROUND: Cadmium (Cd) is an embryo toxic and teratogenic ter·a·to·gen·ic
adj.
Of, relating to, or causing malformations of an embryo or a fetus.



teratogenic

pertaining to or emanating from teratogen.
 metal in a variety of animal species, but data from humans are limited.

OBJECTIVES: The aim of the present study was to assess the effects of maternal Cd exposure in pregnancy on size at birth.

METHODS: This prospective cohort study was nested in a population-based nutritional supplernentation trial in pregnancy conducted in rural Bangladesh. We selected women recruited from February 2002 through January 2003 who had a singleton birth with measurements of size at birth and had donated a urine sample in early pregnancy early pregnancy Obstetrics First trimester of pregnancy  for Cd analyses (n = 1,616). Urinary Cd was measured with inductively coupled plasma mass spectrometry ICP-MS (Inductively coupled plasma mass spectrometry) is a type of mass spectrometry that is highly sensitive and capable of the determination of a range of metals and several non-metals at concentrations below one part in 1012.  and adjusted for specific gravity specific gravity, ratio of the weight of a given volume of a substance to the weight of an equal volume of some reference substance, or, equivalently, the ratio of the masses of equal volumes of the two substances. .

RESULTS: Multiple linear regression Linear regression

A statistical technique for fitting a straight line to a set of data points.
 analyses adjusted for sex and other potential confounders showed that maternal urinary Cd (median, 0.63 [micro]g/L) was significantly negatively associated with birth weight [unstandardized regression coefficient Regression coefficient

Term yielded by regression analysis that indicates the sensitivity of the dependent variable to a particular independent variable. See: Parameter.


regression coefficient 
 B = -31.0; 95% confidence interval confidence interval,
n a statistical device used to determine the range within which an acceptable datum would fall. Confidence intervals are usually expressed in percentages, typically 95% or 99%.
 (CI): -59, -2.8] and head circumference (B = -0.15; 95% CI: -0.27, -0.026). However, associations appeared to be limited to girls, with little evidence of effects in boys. A 1-[mu]g/L increase in Cd in maternal urine was associated with a 0.26-cm (95% CI: -0.43, -0.088 cm) and 0.24-cm (95% CI: -0.44, -0.030 cm) decrease in girls' head and chest circumferences, respectively, and a 45-g (95% CI: -82.5, 7.3 g) decrease in birth weight. Quantile quantile

division of a total into equal subgroups; includes terciles, quartiles, quintiles, deciles, percentiles.
 regression analyses indicated that associations with maternal Cd were similar for girls of smaller (25th percentile) and larger (50th and 75th percentiles) sizes at birth.

CONCLUSION: We found evidence of a sex difference in the association between maternal Cd exposure and birth size, which was apparent only in girls. Results add support for the need to reduce Cd pollution to improve public health.

KEY WORDS: arsenic, birth weight, cadmium, sex, urine. Environ Health Perspect 120:284-289 (2012). http://dx.doi.org/l0.1289/ehp.1103711 [Online 23 August 2011]

Human exposure to the toxic metal toxic metal Environment Any metal known to be toxic to humans–eg, antimony, arsenic, beryllium, bismuth, cadmium, lead, mercury, nickel. Cf Nontoxic metal.  cadmium (Cd) occurs mainly through food, such as cereals, seafood, and offal, and inhalation of tobacco smoke (Jarup and Akesson 2009). Once absorbed, Cd has a long half-life in the body, especially in the kidneys. Chronic Cd exposure has been shown to adversely affect kidney and bone and to increase the risk of cancer (Straif et al. 2009) and overall mortality (Jarup and Akesson 2009). Cd also functions as an endocrine disruptor (Au et al. 2010; Johnson et al. 2003) and may thus affect reproduction and child development (Henson and Chedrese 2004). In general, women are more susceptible to Cd toxicity, mainly because of increased intestinal uptake of Cd given low iron stores (Akesson et al. 2002; Berglund et al. 1994; Nishijo et al. 2004a; Vahter et al. 2007), which are more prevalent in women than in men.

There is, however, little information on the effects of Cd exposure in early life. Cd has been shown to be both embryotoxic and teratogenic in a variety of animal species (Thompson and Bannigan 2008), but this has not yet been confirmed in humans. Cd accumulates in human placenta (Kippler et al. 2010a; Osman et 2000), but the placenta is not a complete barrier, and Cd concentrations in cord blood cord blood
n.
Blood present in the umbilical vessels at the time of delivery.
 increase with maternal exposure (Kippler et al. 2010a). There is increasing evidence of associations between maternal Cd exposure and adverse pregnancy outcomes, such as reduced size at birth (Galicia-Garcia et al. 1997; Llanos and Ronco 2009; Nishijo et al. 2004b; Salpietro et al. 2002; Shirai et al. 2010; Zhang et al. 2004) and preterm preterm /pre·term/ (-term´) before completion of the full term; said of pregnancy or of an infant.

pre·term
adj.
 delivery (Nishijo et al. 2002). However, studies that have reported associations included very few women (44-78 women), and associations with the same outcomes varied markedly among the studies. Residual confounding cannot he excluded because very few covariates were considered. In contrast, two larger studies (106-262 women) found no association between maternal Cd exposure and size at birth (Odland et at 1999; Osman et al. 2000).

In the present study, we took advantage of our large, population-based, longitudinal mother-child cohort in Bangladesh to assess the effects of maternal Cd exposure on size at birth. We previously reported that arsenic (As) exposure is associated with reduced size at birth (Rahman et al. 2009). AdditionaLly, pregnant women in this rural area had elevated concentrations of Cd in their placentas, and placental Cd was inversely associated with zinc (Zn) in cord blood, suggesting a possible effect of Cd on the transfer of Zn to the fetus (Kippler et al. 2O10a). Thus, it is possible that Cd has adverse effects on pregnancy outcomes as we11.

Materials and Methods

Study area and design. The present study was nested in a population-based food and micro-nutrient supplementation trial in pregnancy in women in rural Bangladesh [Maternal and Infant Nutrition Interventions, Matlab (MINIMat)], which enrol led approximately 4,500 pregnant women from November 2001 through October 2003, as described previously (Tofail et al. 2008). During monthly household visits, community health research workers offered a pregnancy urine test to women who had missed their menstrual period. In the case of a positive pregnancy test pregnancy test Any test used to detect or confirm pregnancy; in early pregnancy, all PTs measure hCG, the developing placenta's principal hormone, which is detectable as early as 6 days after fertilization; in clinical laboratories, serum levels of hCG are , the women were asked to donate a urine sample for future analysis and thereafter were invited to the nearest health center for further examination. The present study included the women who were identified as pregnant during one calendar year, from 1 February 2002 through 31 January 2003, who were enrolled in the MINIMat trial and had a singleton birth with measurements of size at birch. In total, 1,697 women fulfilled these criteria (Rahman et al. 2009).

The study has been approved by the research and ethical review committee at the International Centre for Diarrhoeal Disease Research, Bangladesh The International Centre for Diarrhoeal Disease Research, Bangladesh (ICDDR,B) is an international health research organisation. It is located in Dhaka, Bangladesh and was established in 1978.  (ICDDR ICDDR International Centre for Diarrhoeal Disease Research (Bangladesh) ,B), as well as the regional ethics committee ethics committee A multidisciplinary hospital body composed of a broad spectrum of personnel–eg, physicians, nurses, social workers, priests, and others, which addresses the moral and ethical issues within the hospital. See DNR, Institutional review board.  at Karolinska Institutet, Sweden. Oral and written consents were obtained from the women.

Exposure assessment. Of the 1,697 women, 1,616 donated a urine sample, on average at gestational week 8, and this urine sample was used for assessment of Cd exposure. Urinary Cd is a well-documented biomarker of chronic exposure (Jarup and Akesson 2009). These 1,616 women did not significantly differ in age, body mass index (BMI BMI body mass index.

BMI
abbr.
body mass index


Body mass index (BMI)
A measurement that has replaced weight as the preferred determinant of obesity.
), socioeconomic status (SES), or parity, or with regard to characteristics of their newborns (birth weight, length, head and chest circumference) from those who did not provide a urine sample (n = 81). However, those who donated a sample had slightly longer gestation (median, 39.4 weeks) than those who did not (median, 39.0 weeks; p = 0.011).

Cd in urine was measured with inductively coupled plasma mass spectrometry (ICPMS ICPMS Inductively Coupled Plasma Mass Spectrometry
ICPMS Inductively Coupled Plasma Mass Spectroscopy
; modeL 7500ce; Agilent Technologies, Waldbronn, Germany) at Karolinska Institutet (Stockholm, Sweden). Samples were stored at -70[degrees]C in acid-washed plastic vials. The ICPMS was operated in helium mode and [.sup.111]Cd was monitored. The sample preparation and analytical methods have been described elsewhere (Kippler et al. 2007, 2009). No samples were below the limit of detection (LOD Lod (lōd), city (1994 pop. 51,200), central Israel. It is also known as Lydda. Its manufactures include paper products, chemicals, oil products, electronic equipment, processed food, and cigarettes. ; <0.02 [micro]g/L). Quality control was assessed by analyses of two commercial control materials (Seronorm [TM] Trace Elements Trace elements
A group of elements that are present in the human body in very small amounts but are nonetheless important to good health. They include chromium, copper, cobalt, iodine, iron, selenium, and zinc. Trace elements are also called micronutrients.
 Urine Blank, ref. 201305, lot 0K4636, and Seronorm [TM] Trace Elements Urine, ref. 201205, lot N02525; SERO SERO Southeast Regional Office
SERO Sekundaerrohstoffe (recycling, former GDR)
SERO Syringe Exchange Resources Online
SERO System Engineering/Engineer Release Order
SERO Site Emergency Response Organisation (nuclear) 
 AS, Billingstad, Norway). The obtained mean ([+ or -] SD) urinary Cd concentrations in the two control materials were 0.26 [+ or -] 0.05[micro]g/L (recommended value 0.31 [+ or -] 0.05) and 4.8 [+ or -] 0.14 [micro]g/L (5.06 [+ or -] 0.22), respectively. We have previously measured the sum of inorganic As and its methylated metabolites, referred to as urinary As, in these women because many are highly exposed to As via drinking water drinking water

supply of water available to animals for drinking supplied via nipples, in troughs, dams, ponds and larger natural water sources; an insufficient supply leads to dehydration; it can be the source of infection, e.g. leptospirosis, salmonellosis, or of poisoning, e.g.
 (Vahter et al. 2006). These measurements were performed with hydride generation atomic absorption spectroscopy In analytical chemistry, Atomic absorption spectroscopy is a technique for determining the concentration of a particular metal element in a sample. Atomic absorption spectroscopy can be used to analyse the concentration of over 62 different metals in a solution.  (Vahter et al. 2006). To compensate for variation in urine dilution, the final Cd and As concentrations were adjusted to the mean specific gravity (1.012 g/mL) of the urine samples (Nermell et al. 2008).

Outcomes and covariates. Birth weight was measured with electronic or beam scales with precision of 10 g (UNICEF Uniscale; SECA Gmbh & Co., Hamburg, Germany), length with a locally produced wooden length board (accurate to 1 mm), and head and chest circumference with a flexible nonstretchable measuring tape (accurate to 1 mm) (Rahman et al. 2009). Approximately 40% of the women delivered at the health clinics and had birth anthropometry anthropometry (ănthrəpŏm`ətrē), technique of measuring the human body in terms of dimensions, proportions, and ratios such as those provided by the cephalic index.  measured in connection with the delivery. A birth notification system was established for women who delivered at home, and birth anthropometry was most often measured within 24 hr. If more than 72 hr had passed since delivery, the weight was adjusted as described in detail elsewhere (Arifeen et al. 2000). Gestational age ges·ta·tion·al age
n.
See estimated gestational age.


Gestational age
The estimated age of a fetus expressed in weeks, calculated from the first day of the last normal menstrual period.
 was calculated by subtracting the date for the last menstrual period last menstrual period Gynecology The most recent time that a ♀ notes menstruation, a datum recorded in a chart during a routine gynecologic visit. See Menstruation.  from the date of birth. The date of last menstrual period was obtained by interviewing the women immediately after identification of pregnancy. For women who had forgotten this date (n = 26), we used the last menstrual period estimated by ultrasound measurements (Rahman et al. 2009).

Covariate information was obtained during household visits by the health research workers and at routine visits at the health facilities, as well as from the Health and Demographic Surveillance System database maintained by ICDDR,B (Dhaka, Bangladesh). Maternal height and weight were recorded at the health facilities, approximately in gestational week 8. Education was defined as years of formal schooling and categorized as no education, < 5 years, [greater than or equal to] 5 to < 10 years, and [greater than or equal to] 10 years. SES was classified according to a wealth index based mainly on household assets, as described previously (Gwatkin et al. 2000). Maternal tobacco smoking and betel/tobacco chewing during pregnancy were defined as never or ever. The season of birth was categorized as premonsoon (January-May), monsoon (June-September), or postmonsoon (October-December).

Statistical analyses. The statistical analyses were performed with Statistical for Windows (version 9.1; StatSoft, Inc., Tulsa, OK, USA) and STATA (version 11; StataCorp., College Station, TX, USA). All tests were two sided, and a p < 0.05 was considered statistically significant. Bivariate bi·var·i·ate  
adj.
Mathematics Having two variables: bivariate binomial distribution.

Adj. 1.
 analyses between exposures, sizes at birth, and covariates were evaluated by Spearman's correlation coefficient Correlation Coefficient

A measure that determines the degree to which two variable's movements are associated.

The correlation coefficient is calculated as:
 or analysis of variance depending on the type of data analyzed. The p-value for the difference between two independent groups was determined with the Mann-Whitney U-test.

We further assessed associations between maternal urinary Cd (nontransformed) and size at birth (birth weight, birth length, head and chest circumference) using multivariable-adjusted linear regression analyses. The residual analyses indicated no major deviation from the assumptions of linear regression. We adjusted for variables significantly associated with either size at birth or urinary Cd (p <- 0.05) in the bivariate analyses or that had previously been associated with size at birth. Maternal age maternal age,
n the age of the mother at the period of conception.
 and parity, and maternal education and SES were highly correlated ([r.sub.s] <- 0.50). Therefore, we adjusted for maternal age and SES only, because they were more strongly associated with outcomes than were parity and maternal education. We evaluated colinearity by tolerance and variance inflation factor The Variance Inflation Factor (VIF) is a method of detecting the severity of Multicollinearity. More precisely, the VIF is an index which measures how much the variance of a coefficient(square of the standard error) is increased because of collinearity.  in the linear regression analyses. The final multiple linear regression analyses were adjusted for maternal age, BMI, SES, hemoglobin in gestational week 14, urinary As at gestational week 8, betel use, season of birth, gestational age at birth, and sex. Additionally, we stratified stratified /strat·i·fied/ (strat´i-fid) formed or arranged in layers.

strat·i·fied
adj.
Arranged in the form of layers or strata.
 by sex and by SES (median split) and repeated the above analysis. Also, we assessed whether adding the different food (early and usual) and/or micronutrient mi·cro·nu·tri·ent
n.
A substance, such as a vitamin or mineral, that is essential in minute amounts for the proper growth and metabolism of a living organism.
 supplementations (three different types) into the models modified the association between Cd and size at birth. We used "seemingly unrelated estimation" in STATA to adjust for conducting multiple tests on a set of correlated outcomes dealing with size at birth and compared these model estimates with estimates from the analysis described above.

To assess the effect of maternal urinary Cd on the whole distribution of sizes at birth, we performed multivariahle-adjusted quantile regression analyses using STATA. Linear regression models the relationship between a set of predictor variables and the mean of the response variable. Quantile regression models the relationship between a set of predictor variables and specific percentiles (or quantiles) of the response variable. Thus, quantile regression allows us to estimate associations between an exposure and the outcome at different levels of the outcome distribution, instead of associations with the mean value of the outcome only, and thus provides a method to determine whether a predictor variable, such as Cd, may have a different association with birth size among children with low birth size compared with children with normal birth size (Bottai et al. 2010). Additionally, quantile regression estimates are robust to outliers in the data set. We assessed the 25th percentile (lowest quantile), 50th percentile (median quantile), and 75th percentile (highest quantile) for the different birth outcomes. Regression models for all three quantiles were estimated jointly using simultaneous quantile regression in. STATA. Estimates, confidence intervals (CIs), and p-values were based on 200 bootstrap See boot.

(operating system, compiler) bootstrap - To load and initialise the operating system on a computer. Normally abbreviated to "boot". From the curious expression "to pull oneself up by one's bootstraps", one of the legendary feats of Baron von Munchhausen.
 samples. The Wald test was used to test for difference between the jointly estimated regression coefficients across different quantiles.

Results

The background characteristics and biomarkers of the mothers are presented in Table 1. Of the 1,616 mothers, 75% had urinary Cd concentration < 1 [micro]g/L. Maternal age ranged from 14 to 45 years, with an average of 26 years. About one-third of the women had a BMI < 18.5 kg/[m.sup.2]. None of the women reported smoking during pregnancy, but approximately 38% reported betel chewing. About one-third of the women were primiparous pri·mip·a·ra  
n. pl. pri·mip·a·ras or pri·mip·a·rae
1. A woman who is pregnant for the first time.

2. A woman who has given birth to only one child.
, and the multiparous women had on average two children (range, one to eight). Table I also shows the descriptive data of the newborns; 52% of the newborns were boys, the average gestational age was 39 weeks (range, 29-45 weeks), and around 8% were born preterm (< 37 weeks). Birth weight ranged from 1,059 g to 4,000 g, with an average of 2,672 g. After excluding those horn preterm, 38% still hada low birth weight (< 2,500 g).
Table 1. Characteristics of the mothers and their newborns.

Characteristic     n    Mean [+ or -] SD   Median   25th-75th
                            (range)or
                             percent               percentile

Maternal
Age (years)      1,616    27 [+ or -] 6.0      26        22-31
                                  (14-45)
Weight (kg)      1,612    45 [+ or -] 6.6      44        40-49
                                  (25-74)
(a)
Height (cm)      1,616    150 [+ or -]5.2     150      146-153
                                (134-170)
BMI              1,612     20 [+ or -]2.6      20        18-21
                                  (13-31)
(kg/[m.sub.2])
(a)
<18.5              488                 30
[greater than    1,127                 70
or equal to]
18.5
Parity           1,616    1.4 [+ or -]1.4       1          0-2
                                    (0-8)
Primiparous        529                 33
Mucltiparous     1,087                 67
Urinary Cd       1,616         0.81 [+ or    0.63     0.38-1.0
                        -]0.67(0.044-7.0)
([mu]g/L)
(a)
Urinary As       1,509          152 [+ or      80       37-206
                         -]175(1.2-1,235)
([mu]g/L)
(a)
Hemoglobin       1,504   11.6 [+ or -]1.3    11.6    10.8-12.4
                               (8,0-17.3)
(g/dL) (b)
Tobacco smoking  1,562            (0/100)
(yes/no)
Betel chewing    1,562              38/62
(yes/no)
Newborns
Sex              1,616              52/48
(male/female)
Gestational age  1,611    39 [+ or -] 1.8      39        38-40
                                  (29-45)
(weeks)
<37                130                  8
[greater than    1,481                 92
or equal to]
37
Weight (g)       1,616  2,672 [+ or -]414   2,677  2,419-2,930
                            (1,059-4,000)
<2,500            520                 32
[greater than    1,096                68
or equal to]
2,500
Length (cm)      1,603    48 [+ or -] 2.3      48        47-49
                                  (38-60)
Head             1,608    32 [+ or -] 1.6      33        31-34
                                  (24-40)
circumference
(cm)
Chest            1,608    31 [+ or -] 2.2      31        30-33
                                  (22-53)
circumference
(cm)

(a.) Gestational week 8. (b.) Gestational week 14.


In the bivariate analyses, maternal urinary Cd was not significantly correlated with birth weight. length, and head or chest circumference but was positively correlated with maternal age and urinary As concentrations and negatively correlated with maternal education, SES, and hemoglobin (Table 2). In addition, birth outcomes were significantly correlated with gestational age at birth and with maternal height, weight, BMI, age. parity, SES, and level of education (Table 2).
Table 2. Speraman's rank correlation coefficients (p-value) of
associations between exposures, maternal covariates, and
child anthropometry measures at birth.
                                        Child measures

Variable         Weight(g)       Length (cm)    Head circumference
                                                              (cm)
Urinary Cd   -0.011    (0.65)    0.014    (0.57) -0.029     (0.24)
Urinary As  -0.0067   ( 0.80)    0.036    (0.16) -0.066    (0.011)
Hemoglobin  -0.0059    (0.82) 0.000079    (0,99)  0.029     (0.26)
Age           0.099 (< 0.001)    0.083 (< 0.001)  0.050    (0.045)
Parity(a0      0.13 (< 0.001)    0.069   (0.043)  0.044     (0.10)
Height         0.24 (< 0.001)     0.27 (< 0.001)   0.16  (< 0.001)
Weight         0.32 (< 0.001)     0.27 (< 0.001)   0.24  (< 0.001)
BMI            0.24 (< 0.001)     0.17  (<0.001)   0.18  (< 0.001)
SES            0.13 (< 0.001)     0.17  < 0.001)   0.13  (< 0.001)
Education(b0    0.10 (<0.001)     0.15 (< 0.001)  0.068   (<0.001)
               0.40 (< 0.001)     0.43  (<0.001)   0.37  (< 0.001)

Variable      Chest circumference (cm)  Maternal urinary Cd (ua/L)

Urinary Cd               -0.040 (0.11)
Urinary As             -0.067 (0.0090)              0.088 (0.0059)
Hemoglobin                   03 (0.20)              -0.059 (0.021)
Age                     0.067 (0.0075)              0.22 (< 0.001)
Parity(a)                0.052 (0.039)              0.18 (< 0.001)
Height                  0.19 (< 0.001)              -0.046 (0.062)
Weight                  0.28 (< 0.001)               -0.024 (0.34)
BMI                     0.22 (< 0.001)              -0.0098 (0.69)
SES                     0.15 (< 0.001)             -0.19 (< 0.001)
Education(b0            0.10 (< 0.001)             -0.17 (< 0.001)
                        0.36 (< 0.001)           -0.0062 (< 0.001)

a.) Parity (primiparous vs. multiparous). (b.) Education (no education,
< 5 years education,  [greater than or equal to] 5 to <10 years,
 [greater than or equal to] 10 years).


Urinary Cd did not differ between mothers of infants born preterm (median, 0.61 [micro]g/L) and those horn at term (0.62 [micro]g/L; p = 0.77). Multiparous women had significantly higher urinary Cd concentrations (median, 0.70[micro]g/L) than did primiparous women (median, 0.50 [micro]g/L; p <0.00 1), but they were also older than the primiparous women (median, 29 vs. 21 years of age; p < 0.001). Betel chewing was not significantly associated with maternal urinary Cd or any of the birth outcomes (data not shown).

In girls, urinary Cd was negatively associated with chest circumference ([r.sub.s] = -0.071, p = 0.048), birth weight ([r.sub.s] = -0.055, p = 0.13), and birth length ([r.sub.s] = -0.041, p = 0.25). In boys, urinary Cd was positively associated with birth Length ([r.sub.s] = 0.068, p = 0.050) and birth weight ([r.sub.s] = 0.027, p = 0.43) and weakly associated with reduced chest circumference ([r.sub.s] = -0.Ol4, p = 0.68). Head circumference was nor correlated with maternal urinary Cd in girls or boys ([r.sub.s] = -0.0072, p = 0.25; and [r.sub.s] = -0.0072, p = 0.83, respectively.)

Multivariable-adjusted linear regression analyses, including maternal age, BMI, SES, hemoglobin, urinary As, and betel use and infant season of birth, gestational age and sex, showed significant associations of maternal urinary Cd with mean birth weight (unstandardized regression coefficient B = -31.0; 95% CI: -59, -2.8; p = 0.031; Table 3) and mean head circumference (B = -0.15; 95% CI: -0.27, -0.026; p = 0.018). Moreover, maternal urinary Cd was close to negatively associated with mean chest circumference (B = -0.14; 95% CI: -0.30, 0.021; p = 0.088), whereas no association was found with birth length. Sex was significant in all models, confirming that, on average, girls were smaller than boys (p < 0.001 for all outcomes). When a multiplicative interaction term between urinary Cd and sex was included in the multivariable-adjusted regression analyses (Table 3) the interaction term was not significantly associated with any of the birth outcomes (p > 0.05). The stratified analyses showed chat the inverse associations between maternal urinary Cd and mean birth outcomes were evident only in girls (Table 3), whereas in boys, maternal urinary Cd was not associated with any of the birth outcomes. Evaluation of effect size with linear regression analysis showed that a 1-[mu]g/L increase in maternal urinary Cd was associated with a decrement To subtract a number from another number. Decrementing a counter means to subtract 1 or some other number from its current value.  of 45 g (95% CI: -82.5, -7.3) in mean birth weight, 0.26 cm (95% Cl: -0.43, -0.088) in mean head circumference, and 0.24 cm (95% CI: -0.44, -0.030) in mean chest circumference in girls. Results were consistent with those shown when associations were estimated using seemingly unrelated postestimation to account for multiple testing on correlated outcomes p-values shown in Table 3). We further stratified for high and low SES (median split) and found that the effect estimates of Cd did not change significantly in girls or boys (data not shown).
Table 3. Multivariable (a) linear regression analyses of
the association between maternal urinary Cd in gestational
week 8 and size at birth.

                 All                      Boys (n=712)

Predicted      B (95%     p-     Adjusted    B (95% CI)    p-Value
                   CI)  Value   p-value
                                    (b)

Birth weight     -31.0  0.031     0.029   -17.0 (-59.4,     0.43
(g)              (-59,                            25.4)
                 -2.8)
Birth length    -0.043   0.61      0.58    0.0711-0.18,     0.58
(cm)           (-0.21,                            0.32)
                 0.12)
Head             -0.15  0.018     0.017  -0.051 (-0.23,     0.58
circumference  (-0.27,                            0.13)
(cm)           -0.026)
Chest            -0.14  0.088     0.083   -0.0711-0.32,     0.58
circumference  (-0.30,                            0.18)
(cm)            0.021)

                          Girls
                         (n=670)

Predicted      Adjusted  B (95%   p-Value  Adjusted  Interaction
                p-value      CI)            p-value  p-value (c)
                    (b)                         (b)

Birth weight       0.46    -44.9    0.020     0.011         0.19
(g)                      (-82.5,
                           -7.3)
Birth length       0.54    -0.14     0.20      0.14         0.11
(cm)                     (-0.36,
                          0.077)
Head               0.58    -0.26   0.0031    0.0019         0.12
circumference            (-0.43,
(cm)                     -0.088)
Chest              0.59    -0.24    0.025     0.019         0.25
circumference            (-0.44,
(cm)                     -0.030)

(a.) Adjusted for maternal age, BMI, SES, hemoglobin at gestational
week 14, urinary As at  gestational week 8, and betel use (never/ever)
and infant season of birth (premonsoon, monsoon, and  postmonsoon) and
 gestational age (< 37 weeks = 1; [greater than or equal to] 37
weeks = 0). Estimates for boys and girls combined were also adjusted
for sex. (b.) p-value after seemingly  unrelated estimation, to
adjust for conducting multiple tests on correlated outcomes.
(c.) p-Value  for the interaction term between maternal
urinary Cd and sex (described in text).


We also performed multivariable-adjusted linear regression analyses with gestational age at birth as the dependent variable, adjusting for all potential confounders. There was no significant association with maternal urinary Cd in the cohort as a whole, or in girls or boys (data not shown). Adding the different food and micronutrient supplementations that were ingested during pregnancy into the models did not modify the associations between Cd and size at birth (data nor shown), even when the analysis was restricted to the girls.

The multivariable-adjusted quantile regression analysis confirmed that maternal urinary Cd was associated with birth size in girls but not in boys (Figure 1). Moreover, the results indicate that the associations between maternal urinary Cd and size at birth were very similar across the different percentiles of each outcome.

Discussion

The present study, which to our knowledge is the largest to estimate effects of Cd on fetal development, shows an unexpected difference in the association between maternal Cd exposure during pregnancy and infant size at birth by sex, with inverse associations in girls hut little evidence of an effect in boys. The strongest associations were found for head circumference and birth weight. A 1-[mu]g/L increase in Cd in maternal urine during pregnancy was associated with a decrease in head circumference of 0.26 cm and in birth weight of 45 g in girls. The magnitude of the estimated effects is not necessarily of clinical importance for individual children hut may have considerable public health relevance given the high prevalence of elevated exposure to Cd, mainly through the diet.

The main strengths of this study include the prospective study design and the large sample size with a wide range of Cd exposure. Also, we had extensive data on potential confounders, including maternal age, nutrition, season of birth, and SES. We also adjusted for As exposure and betel chewing, which have previously been associated with size at birth (Rahman et al. 2009; Senn et al. 2009). However, we cannot rule out the possibility that our findings may still be biased by unmeasured confounders or by residual confounding. We assessed individual maternal Cd exposure by concentrations in urine, a well-recognized biomarker of chronic Cd exposure (Jarup and Akesson 2009). Urinary Cd concentrations were adjusted for specific gravity, because creatinine-adjustment is highly dependent on body composition and type of diet (Nermell et al. 2008), which may also be associated with birth weight. The analytical measurements were performed with an ICPMS method with high sensitivity and efficient removal of potential interferences (e.g., molybdenum molybdenum (məlĭb`dənəm) [Gr.,=leadlike], metallic chemical element; symbol Mo; at. no. 42; at. wt. 95.94; m.p. about 2,617°C;; b.p. about 4,612°C;; sp. gr. 10.22 at 20°C;; valence +2, +3, +4, +5, or +6. ). We selected all the women who were identified as pregnant during one calendar year, to cover potential temporal variation, especially in size at birth. Furthermore, none of the women smoked, which otherwise would have been a major confounder, because smoking is associated with several adverse outcomes of pregnancy, including low birth weight (DiFranza and Lew 1995), as well as increased Cd exposure (Olsson et al. 2002).

We tested the robustness of our findings using both conventional multivariate linear regression models and quantile regression models. The quantile regression estimates for the median generally agreed with the linear regression estimates in terms of direction and magnitude, indicating that the linear regression estimates were not unduly influenced by outlying values. We did not find any evidence that Cd differentially affected children of smaller size.

A limitation of the study is that we did not measure Cd in cord blood, which might have provided more precise information of the prenatal Cd exposure. Two previous studies, although limited in size (49 and 45 women), found inverse associations between cord blood Cd concentrations and birth weight (Galicia-Garcia et al. 1997; Salpietro et al. 2002). Another study reported a significant inverse association with head circumference, but not with birth weight (Lin et al. 2010). However, the effect on fetal growth may at least partly be related to the accumulation of Cd in placenta because it is associated with impaired transport of nutrients to the fetus. Indeed, placental Cd concentrations have been negatively associated with size at birth in a few small studies (Llanos and Ronco 2009; Ronco et al. 2005). Maternal urinary Cd is associated with both placenta and cord blood Cd (Kipper et al. 2010a) and would be a useful exposure measure for evaluating combined effects of direct fetal Cd exposure and indirect effects due to placental accumulation of Cd. Maternal urinary Cd concentrations were measured on only one occasion in early pregnancy, hut urinary Cd concentrations have previously been shown to he rather constant throughout pregnancy (Hernandez et al. 1996).

There are several possible mechanisms by which maternal Cd exposure directly or indirectly may affect size at birth. We have previously shown that pregnant women in Matlab had elevated Cd concentrations in their placentas and that these Cd concentrations were inversely association with Zn in cord blood, suggesting that Cd may disturb Zn transfer to the fetus (Kippler et al. 2010a. Before that, an interaction between Cd and Zn in the placenta, leading to decreased Zn transfer to the fetus, had been shown only in vitro and in women with increased Cd exposure via smoking (Kuhnert et al. 1987; Wier et al. 1990). Because insufficient Zn transfer to the fetus is likely to have consequences for pregnancy outcomes, especially in terms of intrauterine growth retardation Intrauterine Growth Retardation Definition

Intrauterine growth retardation (IUGR) occurs when the unborn baby is at or below the 10th weight percentile for his or her age (in weeks).
 and preterm delivery (Jameson 1993), this has been suggested as one of the main mechanisms for the Cd-related reduction in birth weight (Kippler et al. 2010a; Kuhnert et al. 1987; Ronco et al. 2005). However, because we found a sex difference in the association between maternal urinary Cd and size at birth, that mechanism may only partly explain the present findings. Another possible explanation for our findings may he the recently identified endocrine-disrupting properties of Cd.

Glucocorticoid glucocorticoid /glu·co·cor·ti·coid/ (-kor´ti-koid)
1. any of the group of corticosteroids predominantly involved in carbohydrate metabolism, and also in fat and protein metabolism and many other activities (e.g.
 exposure in utero has been associated with impaired fetal growth (McTernan et al. 2001). A key regulator in the fetoplacental barrier toward maternal glucocorticoids is 11 [beta]-hydroxysteroid dehydrogenase dehydrogenase /de·hy·dro·gen·ase/ (de-hi´dro-jen-as?) an enzyme that catalyzes the transfer of hydrogen or electrons from a donor, oxidizing it, to an acceptor, reducing it.

de·hy·dro·gen·ase
n.
 type 2 (11[beta]-HSD2), which inactivates maternal cortisol cortisol (kôr`tĭsôl') or hydrocortisone, steroid hormone that in humans is the major circulating hormone of the cortex, or outer layer, of the adrenal gland.  to cortisone cortisone (kôr`tĭsōn'), steroid hormone whose main physiological effect is on carbohydrate metabolism. It is synthesized from cholesterol in the outer layer, or cortex, of the adrenal gland under the stimulation of adrenocorticotropic  (Seckl and Holmes 2007). In fct, it has been shown that placental 11[beta]-HSD2 gene expression is reduced in pregnancies with intrauterine growth restriction intrauterine growth restriction
n.
See intrauterine growth retardation.


intrauterine growth retardation Fetal growth restriction Neonatology A generic term for any delay in achieving intrauterine developmental
, and small-for-gestational-age babies appear to have elevated cortisol concentrations (McTernan et al. 2001). However, the underlying mechanism is unknown. Cd seems to be one factor affeting 11[beta]-HSD2; 1 [beta]M Cd[C.sub.12] (cadmium chloride) markedly reduced 11[beta]-HSD2 gene activity, mRNA, and protein levels in cultured human trophohiastic cells in vitro (Yang et al. 2006). On the other hand, very high Cd exposure of pregnant rats (50 mg/L in drinking water) did not alter placental 11[beta]-HSD2, but corticosterone corticosterone (kôr'təkōstĕr`ōn), steroid hormone secreted by the outer layer, or cortex, of the adrenal gland. Classed as a glucocorticoid, corticosterone helps regulate the conversion of amino acids into carbohydrates and  concentrations (corresponding to cortisol in humans) increased and the pup weights decreased (Ronco et al. 2009). Notably, the effect of prenatal glucocorticoid exposure appears to he sex specific. In mothers receiving glucocorticoid treatment for asthma, 11[beta]-HSD2 activity was significantly decreased in placentas of female but not male fetuses, and this was associated with increased umbilical cord blood umbilical cord blood Transplantation A source of primitive and stem cells that can be used to reconstitute BM destroyed by aplastic anemia or by RT or chemotherapy for CA, lymphoproliferative malignancies. See Bone marrow transplantation, Stem cell therapy.  cortisol levels and reduced birth weight (Murphy et al. 2003). Thus, decreased 11[beta]-HSD2 activity and increased concentrations of cortisol may he fundamental features in female fetal growth impairment (Clifton and Murphy 2004).

Cd may also interfere with the insulin-like growth factor (IGF (Internet Governance Forum) An international organization of governments and U.N. agencies that was founded to discuss Internet issues such as security and spam. It was created at the United Nations Summit in 2005 after the U.S. ) axis and thereby reduce fetal growth in a sex-specific manner. Rats given drinking water with 50 mg Cd/L had lower concentrations of IGF-1 and insulin-like growth factor-binding protein 3 (IGFBP-3) than did controls (Turgut et al. 2005). In human pregnancies, both IGF-1 and IGFBP-3 are usually positively associated with birth weight (Murphy et al. 2006). Furthermore, two epidemiologic studies have Found that IGF-1 and IGFBP-3 levels in umbilical cord blood/plasma were higher in Female than in male infants (Geary et al. 2003; Vatten et al. 2002).

We also hypothesize hy·poth·e·size  
v. hy·poth·e·sized, hy·poth·e·siz·ing, hy·poth·e·siz·es

v.tr.
To assert as a hypothesis.

v.intr.
To form a hypothesis.
 that Cd may affect the sex-specific programming, which begins very early in pregnancy and may contribute to the vulnerability of the developing fetus to maternal stressors (Mueller and Bale 2008). In an experimental study on chick embryos, Cd was found to down-regulate gene expression (levels) of DNA DNA: see nucleic acid.
DNA
 or deoxyribonucleic acid

One of two types of nucleic acid (the other is RNA); a complex organic compound found in all living cells and many viruses. It is the chemical substance of genes.
 methyltransferases regulating the de nova DNA methylation, which is essential for normal embryogenesis Embryogenesis

The formation of an embryo from a fertilized ovum, or zygote. Development begins when the zygote, originating from the fusion of male and female gametes, enters a period of cellular proliferation, or cleavage.
 (Doi et al. 2011). Interestingly, female embryonic stern cells were found to lose DNA methylation at a much faster rate than did male stem cells (Ooi et al. 2010).

Low birth weight is a signifIcant public health problem worldwide, and it has been associated with neonatal mortality and morbidity, as well as increased risk for the development of diseases later in life (Murphy et al. 2006). The association between Cd and reduced birth weight in girls (an estimated decrease of 45 g for a 1-[mu]g/L increase in maternal urinary Cd) corresponds to about one-quarter of the estimated effect of smoking during pregnancy on birth weight (- 200 g lower birth weight for mothers who smoke than for nonsmoking non·smok·ing  
adj.
1. Not engaging in the smoking of tobacco: nonsmoking passengers.

2. Designated or reserved for nonsmokers: the nonsmoking section of a restaurant.
 mothers) (Rogers 2009), part of which may be mediated via the Cd inhaled with the tobacco smoke. To Further put the effect size into perspective, an increase in birth weight of 37 g was achieved by supplementation with folic acid and iron in a double-blind randomized community trial in rural Nepal (Christian et al. 2003). In the present study, associations between Cd and birth size outcomes in girls were independent of SES and similar in small and larger infants; however, the relevance of our findings for birth outcomes in better-nourished populations needs to be evaluated.

We believe that the main source of Cd in this population is the diet, especially plant-derived foods, because none of the women smoked. The median maternal urinary Cd concentration (median, 0.63 [micro]g/L) was higher than that reported in young women in the United States (geometric mean, 0.27 [micro]g/g creatinine) and Europe (median, 0.31 [micro]g/L) (Akesson et al. 2002; McElroy et al. 2007), probably due to the rice-based diet, because rice is known to take up Cd from the soil to a greater extent than many other plants. Rice samples collected from 63 families in the study area contained on average 69 [micro] Cd/kg dry weight (10th and 90th percentiles, 11-98 [micro]g Cd/kg) (Kippler et al. 2010b), which would correspond to a daily intake of 25-35 [micro]g Cd, assuming a daily consumption of 400-500 g rice grains for an adult person (Khan et al. 2009). This daily Cd intake is similar to that in other Asian countries where rice is the main staple food and also to that in most individuals consuming vegetarian diets (European Food Safety Authority 2009; Ikeda et al. 2010). It is essential to investigate other potential sources of Cd, particularly vegetables and wheat, as well as agricultural fertilizers that may be a major contributor to Cd in agricultural soil.

Conclusions

We found significant inverse associations between maternal Cd exposure and birth anthropometry in girls, especially head circumference and birth weight, but no associations in boys. These findings, along with evidence from previous experimental and observational studies, suggest that there may be sex differences in both toxicokinetics (i.e., intestinal uptake) and toxicodynamics of Cd. It is essential to follow the children through childhood to clarify whether the apparent effect on growth remains and whether the early-life Cd exposure is associated with other health outcomes later in childhood. This study clearly emphasizes the need to consider early-life effects of Cd in health risk assessments and to reduce Cd pollution worldwide.

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Address correspondence to M. Vahter, Institute of Environmental Medicine, Division of Metals and Health, Karolinska Institutet, Box 210, SE-171 77, Stockholm, Sweden. Telephone: 46 8 524 875 40. Fax: 46 8 33 69 81. E-mail: marie.vahter@ki.se

We gratefully acknowledge the participation of all the women and their families, as well as the personnel at the health clinics in Matlab.

The present study was funded by the European Union, through its Sixth Framework Programme for RTD RTD returned to duty (US DoD)
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 (Research, Technology Development) (FOOD-CT-2006-016253; the European Community is not liable For any use that may be made of the information contained therein), Swedish International Development Cooperation Agency Sida (sometimes SIDA but not officially spelled with capital letters) is a Swedish governmental agency that answers to the Swedish Ministry for Foreign Affairs. Sida is an acronym for the Swedish International Development Cooperation Agency (or in Swedish  (Sida SIDA Syndrome d'immunodeficience acquise, French for AIDS, see there ; SWE-2003-021A), the Swedish Research Council The Swedish Research Council (Swedish: Vetenskapsrådet) is a Swedish government agency established in 2001, with the responsibility to support and develop basic scientific research. , the Swedish Research Council Formas, and Karolinska Instinitet. The Maternal and Infant Nutrition Interventions, Matlab clinical trial was funded by UNICEF, Sida, U.K. Medical Research Council, Swedish Research Council) Department for International Development. International Centre fOr Diarrhoeal Disease Research. Bangladesh, Global Health Research Fund-Japan, Child Health and Nutrition Research Initiative Child Health and Nutrition Research Initiative (CHNRI)

CHNRI is a network of interested partners supported by the Global Forum for Health Research in Geneva, Switzerland.
, Uppsala University and the U.S. Agency for International Development.

The authors declare they have no actual or potential competing financial interests.

Received 23 March 2011; accepted 23 August 2011.

(1.) Institute of Environmental Medicine, Karolinska Institutet, Stockholm, Sweden; (2.) International Centre for Diarrhoeal Disease Research, Bangladesh, Dhaka, Bangladesh
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Title Annotation:Children's Health
Author:Kippler, Maria; Tofail, Fahmida; Gardner, Renee; Rahman, Anisur; Hamadani, Jena D.; Bottai, Matteo;
Publication:Environmental Health Perspectives
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Date:Feb 1, 2012
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