| Literature DB >> 24303053 |
Sultan Ahmed1, Rokeya Sultana Rekha, Khalid Bin Ahsan, Mariko Doi, Margaretha Grandér, Anjan Kumar Roy, Eva-Charlotte Ekström, Yukiko Wagatsuma, Marie Vahter, Rubhana Raqib.
Abstract
BACKGROUND: Exposure to inorganic arsenic (As) through drinking water during pregnancy is associated with lower birth size and child growth. The aim of the study was to assess the effects of As exposure on child growth parameters to evaluate causal associations. METHODOLOGY/Entities:
Mesh:
Substances:
Year: 2013 PMID: 24303053 PMCID: PMC3841153 DOI: 10.1371/journal.pone.0081530
Source DB: PubMed Journal: PLoS One ISSN: 1932-6203 Impact factor: 3.240
Characteristics of the study cohorts.
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| Child cohort (N=640) | Prenatal cohort (N=134) |
|---|---|---|
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| Height, cm | 100 ± 4 | |
| Weight, kg | 13.9 ± 1.6 | |
| HAZ | -1.57 (-2.98; -0.11) | |
| Stunted, n (%) | 185 (29) | |
| Stunted Girls, n (%) | 102 (33) | |
| Stunted Boys, n (%) | 83 (26) | |
| WAZ | -1.80 (-3.08; -0.42) | |
| Underweight, n (%) | 252 (39) | |
| Underweight Girls, n (%) | 135 (43) | |
| Underweight Boys, n (%) | 117 (36) | |
| Urinary As, µg/L | 57 (21; 377) | |
| iAs, % | 8.7 ± 3.06 | |
| MMA, % | 9.9 ± 3.4 | |
| DMA, % | 81.3 ± 5.2 | |
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| Age at recruitment, years | 26.6 ± 5.8 | 25.6 ± 5.3 |
| BMI at GW8, kg/m2 | 20.4 ± 2.9 | 20.3 ± 2.9 |
| Maternal education, years at school, n (%) | ||
| No education | 164 (25) | 29 (22) |
| <5 years | 71 (11) | 14 (10) |
| ≥5 - <10 years | 305 (47) | 62 (46) |
| ≥ 10 years | 100 (15) | 29 (22) |
| SES quintiles, n (%) | ||
| 1 poorest | 90 (14) | 19 (15) |
| 2 | 112 (18) | 17 (12) |
| 3 | 141 (22) | 26 (19) |
| 4 | 160 (25) | 40 (30) |
| 5 richest | 137 (21) | 32 (24) |
| Parity | 1.34 ± 1.2 | 1.14 ± 1.2 |
| Primiparous; n (%) | 209 (33) | 50 (37) |
| Multiparous; n (%) | 431 (67) | 84 (63) |
| Tobacco chewing during pregnancy, Yes/No; n (%) | 49 (7)/591(93) | 8 (7)/126(93) |
| U-As GW8, µg/L | 78 (20; 640) | 78 (20; 447) |
| iAs, % | 14.9 ± 8.6 | n.a. |
| MMA, % | 9.9 ± 4.9 | n.a. |
| DMA, % | 75.1 ± 10.5 | n.a. |
| U-As GW30, µg/L | n.a. | 71 (20; 535) |
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| Gestational age at birth weeks | 39.3 ± 1.9 | 39.3 ± 2.5 |
| Birth weight, g | 2746 ± 404 | 2820 ± 411 |
| Low birth weight (<2500 g), n (%) | 157 (25) | 25 (19) |
| Birth length, cm | 47.6 ± 2.1 | 48.1 ± 2.1 |
| Boys/girls, n (%) | 328 (51)/312(49) | 71 (53)/63(47) |
BMI, Body Mass Index; GW, Gestational week, HAZ, height-for-age z-score; WAZ, weight-for-age z-score; U-As; urinary arsenic. Data given as mean ± standard deviation, median (5; 95 percentiles), or n (%). aAdjusted to average specific gravity of 1.012 g/mL; bPercent of total metabolite concentration in urine.
Descriptive statistics of plasma growth biomarkers in children at 4.5 years of age and in cord blood, stratified by sex.
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|---|---|---|---|---|
| Boys (N=328) | Girls (N=312) | Boys (N=71) | Girls (N=63) | |
| IGF, µg/L | ||||
| Mean ± SD | 64 ± 41 | 72 ±37* | 33 ± 16 | 38 ± 23 |
| Median (5; 95 per) | 53 (19; 135) | 64 (23; 147) | 31 (13; 59) | 36 (8.1; 73) |
| Adj Ca, mg/dL | ||||
| Mean | 7.7 ± 2.7 | 7.7 ± 3.1 | 5.3 ± 3.2 | 4.3 ± 2.8 |
| Median | 7.1 (4.6; 13.4) | 7.1 (4.6; 13.2) | 4.6 (1.1; 12.0) | 3.3 (0.71; 10.2) |
| Vitamin D, nmol/L | ||||
| Mean | 71 ± 24 | 70 ± 22 | 64 ± 29 | 68 ± 26 |
| Median | 68 (40; 118) | 67 (41; 111) | 59 (28; 133) | 60 (36; 123) |
| PTH, ng/L | ||||
| Mean | 44 ± 24 | 44 ± 20 | 5.0 ± 10.3 | 3.7 ± 5.4 |
| Median | 40 (20; 78) | 40 (20; 80) | 1.2 (1.1; 29) | 1.2 (0.46; 20) |
| B-ALP, ug/L | ||||
| Mean | 104 ± 50 | 114 ± 55* | 17 ± 5.9 | 18 ± 8.9 |
| Median | 91 (47; 195) | 101 (49; 217) | 15 (10.4; 27) | 16 (9.1; 41) |
| PO4, mg/dL | ||||
| Mean | 21 ± 8 | 21 ± 7 | 25 ± 19 | 25 ± 16 |
| Median | 20 (12; 37) | 20(13; 33) | 17 (11; 79) | 18 (12; 59) |
IGF-1, Insulin-like growth factor 1; Adj Ca, albumin adjusted calcium; Vit-D, Vitamin D; PTH, Parathyroid hormone; B-ALP, Bone-specific alkaline phosphatase; PO4, phosphate. * indicates P<0.05 (Mann-Whitney U test) in comparing parameters between boys and girls.
Basic characteristics of 4.5 years old children and newborns in relation to plasma IGF-1 (median split at 59 µg/L).
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|---|---|---|---|
| Height, Cm | 99 ± 3.9 | 101 ± 3.9 | <0.001 |
| Weight, Kg | 13.6 ± 1.4 | 14.1 ±1.7 | <0.001 |
| HAZ | -1.78 (-3.15; -0.35) | -1.44 (-2.73; 0.002) | <0.001 |
| WAZ | -1.92 (-3.19; -0.56) | -1.62 (-2.96; -0.25) | <0.001 |
| Stunted, n (%) | 125 (39.4) | 60 (18.8) | <0.001 |
| Underweight, n (%) | 142 (44.3) | 110 (34.3) | 0.012 |
| U-As, µg/L | 59 (21; 411) | 56 (21; 324) | 0.20 |
| iAs, % | 8.7 ± 3.1 | 8.8 ± 3.1 | 0.33 |
| DMA, % | 81.6 ± 5.1 | 80.9 ± 5.4 | 0.09 |
| MMA, % | 9.6 ± 3.4 | 10.2 ± 3.5 | 0.04 |
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| |
| BW, g | 2789 ± 427 | 2852 ± 395 | 0.30 |
| BL, cm | 47.8 ± 2.3 | 48.3 ± 1.9 | 0.11 |
| HC, cm | 31.9 ± 1.5 | 32.1 ± 1.5 | 0.51 |
| CC, cm | 31.3 ± 1.8 | 31.4 ± 2.1 | 0.46 |
| U-As at GW8, µg/L | 85 (24; 443) | 72 (17; 512) | 0.13 |
| iAs, % | 14.9 ± 5.3 | 13.7 ± 7.9 | 0.07 |
| DMA, % | 75.0 ± 8.0 | 76.2 ± 9.2 | 0.33 |
| MMA, % | 10.0 ± 4.1 | 10.1 ± 3.9 | 0.77 |
| U-As at GW30, µg/L | 108 (21; 625) | 63 (16; 562) | 0.04 |
HAZ, height-for-age z-score; WAZ, weight-for-age z-score; U-As; urinary arsenic; BW, birth weight; BL, birth length; HC, head circumference; CC, chest circumference. Data given as mean ± standard deviation, median (5; 95 percentiles), or n (%). aAdjusted to average specific gravity of 1.012 g/mL. bPercent of total metabolite concentration in urine. cChildren at 4.5 years of age in relation to children blood IGF-1. dNewborn characteristic in relation to cord blood IGF-1.
Figure 1Mean insulin-like growth factor 1 (IGF-1) levels in (A) stunted (N=185) and normal height (N=455); (B) underweight (N=252) and normal weight (N=388)
(; and (C) in different quartiles of urinary arsenic (N= 160 in each quartiles) in children at 4.5 years of age.
Linear regression analysis of plasma biomarkers in relation to concurrent and prenatal arsenic exposure in all children, boys and girls at 4.5 years age.
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|---|---|---|---|---|---|---|
| Unadjusted | Adjusted | Adjusted | ||||
| β (95% CI) | P | β (95% CI) | P | β (95% CI) | P | |
| All children (N=640) | ||||||
| IGF-1, µg/La | - 0.24 (-0.48, -0.006) | 0.044 | -0.24 (-0.46, -0.02) | 0.03 | -0.004 (-0.11, 0.11) | 0.94 |
| IGF-1, µg/Lb | - 0.24 (-0.46, -0.006) | 0.044 | -0.27 (-0.50, -0.042) | 0.02 | -0.008 (-0.12, 0.10) | 0.89 |
| Adj Ca, mg/dLa | 0.009 (-0.007, 0.027) | 0.25 | 0.007 (-0.009, 0.025) | 0.36 | 0.004 (-0.005, 0.012) | 0.42 |
| Vit-D, nmol/La | 0.098 (-0.029, 0.22) | 0.13 | 0.081 (-0.049, 0.201) | 0.22 | 0.0023 (-0.068, 0.072) | 0.94 |
| PTH, ng/La | -0.01 (-0.13, 0.11) | 0.86 | -0.016 (-0.13, 0.109) | 0.81 | 0.028 (-0.038, 0.094) | 0.40 |
| B-ALP, µg/La | 0.098 (-0.19, 0.38) | 0.50 | 0.084 (-0.21, 0.37) | 0.57 | -0.006 (-0.16, 0.15) | 0.94 |
| PO4, mg/dLa | 0.023 (-0.02, 0.06) | 0.30 | 0.020 (-0.023, 0.064) | 0.36 | 0.013 (-0.011, 0.037) | 0.27 |
| Boys (N=328) | ||||||
| IGF-1, µg/La | -0.21 (-0.58, 0.15) | 0.25 | -0.23 (-0.57, 0.12) | 0.20 | -0.031 (-0.21, 0.15) | 0.74 |
| IGF-1, µg/Lb | -0.21 (-0.58, 0.15) | 0.25 | -0.26 (-0.61, 0.10) | 0.15 | -0.041 (-0.22, 0.14) | 0.65 |
| Adj Ca, mg/dLa | -0.007 (-0.017¸ 0.032) | 0.56 | 0.007 (-0.018, 0.032) | 0.58 | -0.0026 (-0.015, 0.009) | 0.67 |
| Vit-D, nmol/La | 0.031 (-.018, 0.25) | 0.77 | 0.018 (-0.20, 0.23) | 0.87 | 0.047 (-0.065, 0.15) | 0.41 |
| PTH, ng/La | 0.076 (-0.13, 0.29) | 0.48 | 0.067 (-0.14, 0.28) | 0.54 | 0.052 (-0.052, 0.15) | 0.32 |
| B-ALP, µg/La | 0.20 (-0.25, 0.65) | 0.37 | 0.20 (-0.25, 0.65) | 0.38 | 0.14 (-0.08, 0.37) | 0.21 |
| PO4, mg/dLa | 0.088 (-0.010, 0.16) | 0.02 | 0.085 (0.007, 0.16) | 0.03 | 0.031 (-0.008, 0.071) | 0.12 |
| Girls (N=312) | ||||||
| IGF-1, µg/La | -0.27 (-0.56, 0.01) | 0.05 | -0.27 (-0.54, 0.011) | 0.06 | 0.010 (-0.13, 0.15) | 0.89 |
| IGF-1, µg/Lb | -0.27 (-0.56, 0.01) | 0.05 | -0.29 (-0.59, 0.021) | 0.06 | -0.023 (-0.12, 0.17) | 0.76 |
| Adj Ca, mg/dLa | 0.011 (-0.011, 0.035) | 0.03 | 0.005 (-0.018, 0.029) | 0.66 | 0.0067 (-0.006, 0.020) | 0.29 |
| Vit-D, nmol/La | -0.14 (-0.01, 0.29) | 0.06 | 0.11 (-0.04, 0.26) | 0.16 | -0.040 (-0.13, 0.049) | 0.38 |
| PTH, ng/La | 0.06 (-0.20, 0.08) | 0.39 | -0.063 (-0.20, 0.082) | 0.39 | 0.007 (-0.07, 0.09) | 0.86 |
| B-ALP, µg/La | -0.005 (-0.37, 0.38) | 0.98 | 0.026 (-0.36, 0.41) | 0.89 | -0.12 (-0.34, 0.10) | 0.28 |
| PO4, mg/dL | -0.016 (-0.06, 0.032) | 0.51 | -0.022 (-0.072, 0.026) | 0.36 | -0.004 (-0.03, 0.024) | 0.80 |
CI, confidence interval; β, unstandardized regression coefficients; U-As; urinary arsenic ; IGF-1, insulin-like growth factor 1; Adj Ca, albumin adjusted calcium; Vit-D, vitamin D; PTH, parathyroid hormone; B-ALP, bone-specific alkaline phosphatase; PO4, phosphate. aAdjusted for SES, parity (birth order), child sex (for all children) and HAZ. bAdjusted for SES, parity (birth order), child sex (for all children), HAZ, and plasma levels of Adj Ca, Vit-D, PTH, B-ALP and PO4.
Figure 2Associations between concurrent urinary arsenic (U-As) and plasma IGF-1 in 4.5 years children; (A) boys (rs=-0.06; P=0.26), (B) girls (rs=-0.118; P=0.038).
Solid line indicates linear regression line and dashed line indicates Loess line.
Linear regression analysis of associations between concurrent arsenic exposure and plasma growth biomarkers in 4.5 yr old children in relation to growth retardation and socioeconomic status.
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|---|---|---|---|---|---|---|
| Stunted (N=184) | Adequate height (N=449) | Underweight (N=247) | Adequate weight (N=386) | Low SES (N=323) | High SES (N=312) | |
| β (95 % CI) | β (95 % CI) | β (95 % CI) | β (95 % CI) | β (95 % CI) | β (95 % CI) | |
| All children (N=640) | ||||||
| IGF-1 (µg/L) | -0.016 (-0.2, 0.23) | -0.37 (-0.6, -0.05)* | -0.15 (-0.4, 0.11) | -0.30 (-0.6¸ 0.04) | -0.11 (-0.3, 0.13) | -0.46 (-0.89, -0.02)* |
| IGF-1 (µg/L) | 0.009 (-0.28, 0.3) | -0.39 (-0.72, 0.07) | -0.14 (-0.4, 0.17) | -0.34 (-0.6¸ 0.005) | -0.10 (-0.36, 0.16) | -0.51 (-0.94, -0.07)* |
| Adj Ca (mg/dL) | -0.005 (-0.04¸0.03) | 0.013 (-0.006, 0.03) | 0.003 (-0.02, 0.03) | 0.012 (-0.01, 0.03) | 0.004 (-0.02, 0.02) | 0.015 (-0.01¸ 0.04) |
| PO4 (mg/dL) | 0.054 (-0.01, 0.12) | 0.002 (-0.05, 0.059) | 0.092 (0.03, 0.14)* | -0.034 (-0.09¸ 0.03) | 0.045 (-0.01¸ 0.1) | -0.035 (-0.10, 0.03) |
| Boys (N=328) | ||||||
| IGF-1 (µg/L) | 0.047 (-0.41¸ 0.51) | -0.29 (-0.73, 0.15) | -0.18 (-0.69, 0.31) | -0.21 (-0.70,0 .27) | 0.035 (-0.3, 0.38) | -0.36 (-1.03, 0.31) |
| IGF-1 (µg/L) | 0.011 (-0.53, 0.55) | -0.32 (-0.77¸0 .13) | -0.12 (-0.70¸ 0.45) | -0.23 (-0.73, 0.25) | 0.028 (-0.33¸0.4) | -0.47 (-1.16¸0.21) |
| Adj Ca (mg/dL) | 0.059 (-0.001, 0.1) | -0.005 (-0.03¸ 0.02) | 0.026 (-0.03, 0.08) | 0.002 (-0.02, 0.03) | 0.013 (-0.02, 0.04) | 0.0014 (-0.040, 0.04) |
| PO4 (mg/dL) | 0.27 (0.089, 0.46)* | 0.045 (-0.041, 0.13) | 0.31 (0.21¸ 0.41)* | -0.008 (-0.11, 0.09) | 0.18 (0.06¸ 0.30)* | -0.035 (-0.13¸ 0.062) |
| Girls (N=312) | ||||||
| IGF-1 (µg/L) | 0.035 (-0.35, 0.28) | -0.51 (-0.9, -0.04)* | -0.16 (-0.50¸0.17) | -0.44 (-0.92, 0.03) | -0.19 (-0.54, 0.15) | -0.56 (-1.09, -0.03)* |
| IGF-1 (µg/L) | 0.0054 (-0.39, 0.4) | -0.49 (-0.97¸-0.02)* | -0.13 (-0.54¸0 .27) | -0.47 (0.97¸ 0.01)* | -0.18 (-0.58, 0.21) | -0.55 (-1.1¸ -0.004)* |
| Adj Ca (mg/dL) | -0.03 (-0.07, 0.02) | 0.026 (.002¸ .051)* | -0.008 (-0.04, 0.03) | 0.016 (-0.01, 0.04) | -0.0062 (-0.03¸ 0.02) | 0.033 (-0.007¸ 0.07) |
| PO4 (mg/dL) | 0.005 (-0.06¸0.069) | -0.045 (-0.11, 0.02) | 0.013 (-0.04¸ .007) | -0.06 (-0.13¸ 0.014) | -0.017 (-0.08, 0.04) | -0.034 (-0.12¸ 0.055) |
CI, confidence interval; β, unstandardized regression coefficients; U-As, urinary arsenic; SES, socioeconomic status; IGF-1, insulin-like growth factor 1; Adj Ca, albumin adjusted calcium; Vit-D, vitamin D; PTH, parathyroid hormone; B-ALP, bone-specific alkaline phosphatase; PO4, phosphate. Adjusted for SES, parity (birth order), child sex (for all children). Adjusted for SES, parity (birth order), child sex (for all children), and plasma levels of Adj Ca, Vit-D, PTH, B-ALP and PO4. * indicates P<0.05.
Linear regression analysis of plasma biomarkers in relation to concurrent arsenic exposure in 4.5 years old children, boys and girls stratified by % of MMA (median split, 9.7%).
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|---|---|---|---|---|
| Low % of MMA | High % of MMA | |||
| β (95% CI) | P | β (95% CI) | P | |
| All children (N=640) | ||||
| IGF-1, µg/L | -0.12 (-0.48, 0.23) | 0.58 | -0.34(-0.62, -0.05) | 0.02 |
| IGF-1, µg/L | -0.15 (-0.56, 0.27) | 0.48 | -0.36(-0.64, -0.07) | 0.01 |
| Adj Ca, mg/dL | 0.026 (-0.009, 0.06) | 0.15 | 0.0006(-0.018, 0.019) | 0.95 |
| Vit-D, nmol/L | 0.008 (-0.20, 0.21) | 0.94 | 0.06 (-0.10, 0.22) | 0.47 |
| PTH, ng/L | 0.013 (-0.21, 0.23) | 0.90 | -0.033 (-0.17, 0.11) | 0.65 |
| B-ALP, µg/L | -0.10 (-0.62, 0.41) | 0.69 | 0.17 (-0.18, 0.52) | 0.35 |
| PO4, mg/dL | 0.019 (-0.06, 0.10) | 0.64 | 0.028 (-0.02, 0.07) | 0.26 |
| Boys (N=328) | ||||
| IGF-1, µg/L | -0.21 (-0.77, 0.35) | 0.46 | -0.25 (-0.70, 0.20) | 0.28 |
| IGF-1, µg/L | -0.23 (-0.79, 0.34) | 0.43 | -0.37 (-0.84, 0.096) | 0.11 |
| Adj Ca, mg/dL | 0.028 (-0.01, 0.065) | 0.15 | -0.009 (-0.04, 0.02) | 0.60 |
| Vit-D, nmol/L | -0.032 (-0.32, 0.26) | 0.82 | 0.012 (-0.31, 0.34) | 0.94 |
| PTH, ng/L | 0.047 (-0.31, 0.40) | 0.79 | 0.088 (-0.16, 0.34) | 0.49 |
| B-ALP, µg/L | 0.007 (-0.71, 0.73) | 0.98 | 0.41 (-0.17, 0.99) | 0.16 |
| PO4, mg/dL | 0.086 (-0.049, 0.22) | 0.21 | 0.089 (.0.003, .017) | 0.04 |
| Girls (N=312) | ||||
| IGF-1, µg/L | -0.042 (-0.51, 0.41) | 0.85 | -0.45 (-0.81, -0.08) | 0.01 |
| IGF-1, µg/L | -0.017 (-0.67, 0.64) | 0.95 | -0.41 (-0.77, -0.036) | 0.03 |
| Adj Ca, mg/dL | 0.019 (-0.04, 0.08) | 0.55 | 0.0034 (-0.019, 0.026) | 0.76 |
| Vit-D, nmol/L | 0.049 (-0.25, 0.35) | 0.75 | 0.079 (-0.096, 0.25) | 0.37 |
| PTH, ng/L | -0.025 (-0.29, 0.24) | 0.85 | -0.08 (-0.26, 0.10) | 0.38 |
| B-ALP, µg/L | -0.19 (-0.95, 0.56) | 0.61 | 0.076 (-0.38, 0.54) | 0.74 |
| PO4, mg/dL | -0.046 (-0.13, 0.043) | 0.31 | -0.005 (-.0.064, 0.05) | 0.85 |
CI, confidence interval; β, unstandardized regression coefficients; U-As; urinary arsenic ; IGF-1, insulin-like growth factor 1; Adj Ca, albumin adjusted calcium; Vit-D, vitamin D; PTH, parathyroid hormone; B-ALP, bone-specific alkaline phosphatase; PO4, phosphate; MMA, monomethyl arsonic acid; SES, socioeconomic status. aAdjusted for SES, parity (birth order), child sex (for all children) and HAZ. bAdjusted for SES, parity (birth order), child sex (for all children), HAZ, and plasma levels of Adj Ca, Vit-D, PTH, B-ALP and PO4.
Figure 3Associations between maternal urinary arsenic at gestational week (GW) 8 and 30 with cord blood insulin-like growth factor 1 (IGF-1) in all children, boys and girls.
The associations were adjusted with mother age, socioeconomic status (SES), parity (birth order), child sex (for all children), and birth weight and height.