Arsenic has immunomodulatory properties and may have the potential to alter susceptibility to infection in humans.
We aimed to assess the relation of arsenic exposure during pregnancy with immune function and hepatitis E virus (HEV) infection, defined as seroconversion during pregnancy and postpartum.
We assessed IgG seroconversion to HEV between 1st and 3rd trimester (TM) and 3 months postpartum (PP) among 1100 pregnancies in a multiple micronutrient supplementation trial in rural Bangladesh. Forty women seroconverted to HEV and were matched with 40 non-seroconverting women (controls) by age, parity and intervention. We assessed urinary inorganic arsenic plus methylated species (∑As) (µg/L) at 1st and 3rd TM and plasma cytokines (pg/mL) at 1st and 3rd TM and 3 months PP.
HEV seroconverters’ urinary ∑As was elevated throughout pregnancy. Non-seroconverters’ urinary ∑As was similar to HEV seroconverters at 1st TM but declined at 3rd TM. The adjusted odds ratio (95% confidence interval) of HEV seroconversion was 2.17 (1.07, 4.39) per interquartile range (IQR) increase in average-pregnancy urinary ∑As. Increased urinary ∑As was associated with increased concentrations of IL-2 during the 1st and 3rd TM and 3 months PP among HEV seroconverters but not non-seroconverters.
The relation of urinary arsenic during pregnancy with incident HEV seroconversion and with IL-2 levels among HEV-seroconverting pregnant women suggests arsenic exposure during pregnancy may enhance susceptibility to HEV infection.
Arsenic represents a major threat to global health, with millions of people exposed through contaminated food and water, particularly in areas of the world where arsenic is naturally occurring in the environment (
Pregnancy represents a unique period of susceptibility to infection (
Hepatitis E virus (HEV) is a non-enveloped positive-strand RNA virus, transmitted primarily via the fecal-oral route (
Although the liver is a known target of arsenic carcinogenesis (
Women in this nested case-control study were participants in a cluster-randomized, controlled trial of antenatal multiple micronutrients (15 vitamins and minerals including iron-folic acid) at a dietary reference intake (RDA) versus iron-folic acid alone in Gaibandha, Bangladesh to assess the impact of antenatal supplementation on infant mortality and adverse birth outcomes (
Total arsenic and arsenic species concentrations were measured in spot urine samples of the 40 HEV seroconverting (cases) and 40 non-seroconverting (controls) women at 1st and 3rd TM. The analyses were conducted at the Trace Element Laboratory of the Institute of Chemistry-Analytical Chemistry, University of Graz, Austria. All samples were analyzed blinded to HEV seroconversion status. The analytical methods used to perform arsenic and arsenic species analysis and the associated quality control criteria have been described in detail (
Plasma cytokine measurements have been described in detail elsewhere (
Micronutrient measurements have been described in detail elsewhere (
For demographic, nutritional and environmental factors we examined differences using the Wilcoxon rank sum test for continuous variables (mean [standard deviation]) and the proportion test for categorical and binary variables. Urinary arsenic, arsenic species and plasma cytokine data were ln-transformed before analysis. Differences in median (interquartile-range [IQR]) urinary arsenic and arsenic species concentrations by HEV seroconversion status were assessed by Fisher's exact test of the equality of medians, comparing HEV seroconverters to non-seroconverters. We also examined differences in urinary arsenic and arsenic species concentrations across pregnancy time points, comparing 3rd to1st TM using Fisher's exact test of the equality of medians. To visualize median trends across 1st and 3rd TM of pregnancy, we plotted the median of urine ∑As concentration (µg/L) for each woman and the overall group median trend, by HEV seroconversion status. Due to the non-independence of repeated measurements within person, we also examined longitudinal associations of changes in mean ∑As concentration (µg/L) across pregnancy time points by fitting generalized linear mixed regression models.
Odds ratios and 95% confidence intervals of the urinary arsenic-HEV seroconversion association were estimated using conditional logistic regression models. Models were adjusted for potential determinants of immune response to infection that could also be related to arsenic exposure or metabolism – living standards index, folate, vitamin D, and zinc. We used the Fisher's exact test of the equality of medians to assess differences in median (IQR) plasma cytokine concentrations by HEV seroconversion status and also between adjoining pregnancy time points (1st TM, 3rd TM, 3 months PP) within each seroconversion group (i.e., comparing 1st to 3rd TM; comparing 3rd TM to 3 months PP). We used generalized linear mixed regression models to estimate the changes in plasma cytokine concentrations at 1st and 3rd TM and 3 months PP – included as dependent variable in model – for an IQR-unit change in urinary ∑As at 1st and 3rd TM and the average of 1st and 3rd TM ∑As (as a measure of average pregnancy arsenic exposure) – included as independent variables in separate models – by HEV seroconversion status. Multiplicative interaction coding between ∑As and HEV seroconversion status variables was used in generalized linear mixed regression models to examine potential effect measure modification by HEV seroconversion by comparing a model with interaction terms to a model without using a likelihood ratio test. All analyses were completed using Stata version 11 (StataCorp LP, College Station, Texas, USA).
HEV seroconverting (cases) and non-seroconverting (controls) women were similar by the matching factors (age, parity, and intervention group) as well as other sociodemographic, nutritional, anthropometric and pregnancy-related factors (
First TM median and IQR ∑As concentrations in urine were similar among HEV seroconverters (median 65.6 µg/L; IQR 40.8, 132.8 µg/L) and non-seroconverters (61.6 µg/L; 37.0, 82.2 µg/L) (
Increasing urinary arsenic concentration during the 1st TM of pregnancy was associated with increasing odds of incident HEV seroconversion. The adjusted odds ratio (95% confidence interval [CI]) of incident HEV seroconversion was 2.06 (1.07, 3.97) for every IQR-unit increase in 1st TM urinary ∑As concentration (
The median plasma concentration of IL-2 was 1.73 (IQR 1.22, 2.61), 1.78 (IQR 0.90, 3.28) and 2.71 (IQR 1.65, 3.95) pg/mL at 1st TM, 3rd TM and 3 months PP, respectively among HEV-seroconverting women and was 1.69 (IQR 0.83, 2.58), 1.75 (IQR 1.05, 2.68) and 1.94 (IQR 1.51, 2.66) pg/mL at 1st TM, 3rd TM and 3 months PP, respectively among non-seroconverting women. HEV seroconverting women had higher levels of IL-2 compared to non-seroconverting women at 3 months PP (
Results of this study suggest that elevated urinary arsenic levels during pregnancy may be related to HEV seroconversion. In the 1st TM, prior to HEV seroconversion, urinary ∑As levels were similar between women who later went on to seroconvert to HEV and those who did not. By the 3rd TM, however, urinary ∑As levels decreased significantly among non-seroconverters, while urinary ∑As levels did not decline among HEV seroconverters. Higher urinary arsenic levels during early pregnancy and on average across pregnancy were associated with incident HEV seroconversion, particularly after adjustment for socioeconomic factors and nutritional biomarkers. Although the sample size was relatively small, strengths of the study include the prospective design, high quality exposure and outcome assessment, adjustment for relevant confounders and the evaluation of immune markers.
The biological basis of enhanced susceptibility to HEV seroconversion among women with high urinary inorganic arsenic levels during pregnancy is supported by knowledge of arsenic hepato- and immunotoxicity. The liver is a primary target site of arsenic metabolism, which involves biomethylation through one-carbon metabolism into monomethylated and dimethylated arsenic species (
Arsenic is known to alter key functions of the innate and adaptive immune system. Arsenic has been shown to disturb innate immune responses, including the inhibition of macrophage function (
Arsenic is known to impair adaptive immunity. It is recognized that arsenic delays or inhibits adaptive T-cell immune response. One mechanism that has been described in detail is the delay of T cell proliferation (
Limitations of the study include a small sample size and a lack of assessment of arsenic in drinking water and food. However, we measured urine arsenic, which is a well-established biomarker that integrates all sources of arsenic exposure (including drinking water and food). The observed differences in urinary arsenic levels were unlikely due to changes to an alternative water supply because sources of drinking water in the study area remained constant, nor was it likely due to differences in hydration status since all analyses were adjusted for urine dilution via specific gravity. Future studies should measure arsenic and pathogens in water and food and assess urinary arsenic levels during the postpartum period to address these limitations.
Despite the small sample size, important strengths of the study include use of a prospective design, nested within a large cohort, objective measures of arsenic exposure in urine, objective assessment of outcome (incident seroconversion) for a pathogen that causes a significant burden of morbidity and mortality in pregnancy (HEV), measurement of pro- and anti-inflammatory cytokines in plasma, the inclusion of objectively measured micronutrients as confounders, and the availability of repeated measurements during pregnancy and postpartum. These strengths represent an improvement on previous studies of arsenic exposure and infection during pregnancy because most involved classification of exposures or outcomes via participant self-reports of symptoms (
The possibility of reverse causation should be considered. Pregnant women who seroconverted to HEV may have experienced a cascade of events related to viral seroconversion that could have led to reduced metabolism of arsenic in the liver and thus resulted in higher unmethylated arsenic, which has a longer half-life than methylated arsenic species, and then higher urinary ∑As levels. To address this question, future studies should study the relation of arsenic exposure among pregnant women with symptomatic HEV disease because this may reflect dynamics of more severe metabolic stress on the liver than among asymptomatic HEV infections observed in our study. The small sample size precluded a more extensive analysis of confounding and/or effect measure modification. Micronutrients included in our analysis were those known to influence one-carbon metabolism and arsenic metabolism (folate) (
Our findings contribute to understanding arsenic immunotoxic effects during pregnancy and postpartum. In Bangladesh, a large proportion of the population relies on water from tube wells that are contaminated with arsenic (
All authors report no competing or conflict of interest.
Portions of this work were presented as abstract #1736 on October 11, 2014 at the annual meeting of the Infectious Diseases Society of America (IDSA) ID Week in Philadelphia, PA.
Supplementary data associated with this article can be found in the online version at
We thank all study participants and the field researchers and staff of the JiVitA Maternal and Child Health and Nutrition Research Project in Gaibandha, Bangladesh. We thank Margia Arguello, Hongjie Cui and Ashika Nanayakkara-Bind for assistance with laboratory analyses, Maithilee Mitra and Lee Wu for their work in managing, cleaning and supervising the field data and analytic data sets, respectively, and John Ticehurst for critical review and comments on a preliminary draft of this manuscript. We recognize the leadership of Dr. Rajen Koshy at the NIH/NIAID for his support with initial forays into this research.
This work was funded by the Johns Hopkins Center in Urban Environmental Health Translational Pilot Project Award (National Institute of Environmental Health Sciences P30ES003819). CDH was supported by a K01 award from the National Institute for Occupational Safety and Health (1K01OH010193-01A1) and an E. W. “Al” Thrasher award (10287) from Thrasher Research Fund. DF was supported by the National Heart, Lung, and Blood Institute (R01 HL111938). AN-A was supported by the National Institute of Environmental Health Sciences (R01ES021367). The field trial and associated studies were supported through Grant 614 (Global Control of Micronutrient Deficiency) from the Bill and Melinda Gates Foundation, Seattle WA (Dr. Ellen Piwoz, Senior Program Officer); and through additional support from the Sight and Life Global Nutrition Research Institute, Baltimore, MD; DSM N.V., Kaiseraugst, Switzerland Bombay, India and Singapore formulated, prepared and delivered in-country micronutrient premixes for supplement production and Beximco Pharmaceuticals, Ltd., Dhaka produced, bottled, labeled and delivered tablets during the trial, both
Trends of inorganic arsenic plus methylated species (∑As) concentration (µg/L) in urine during the 1st and 3rd trimester (TM) of pregnancy among: A. HEV seroconverting (
Participant characteristics at 1st trimester of pregnancy by HEV seroconversion status.
| HEV | Non- | ||
|---|---|---|---|
| 40 | 40 | ||
| Age (years) | 22.1 (4.7) | 22.1 (4.6) | 1 |
| Parity | 0.9 (0.91) | 0.9 (0.92) | 1 |
| Gestational age at enrollment (weeks) | 10.1 (3.3) | 11.5 (5.1) | 0.23 |
| Weight (kg) | 43.0 (8.2) | 44.0 (6.5) | 0.52 |
| Height (cm) | 148.9 (4.8) | 148.7 (4.9) | 0.94 |
| BMI (kg/m2) | 19.3 (3.4) | 19.9 (2.5) | 0.17 |
| BMI < 18.5 (%) | 43 | 25 | 0.10 |
| MUAC (cm) | 23.4 (3.0) | 24.3 (3.4) | 0.21 |
| MUAC ≤ 22.5 cm (%) | 35 | 23 | 0.22 |
| Plasma | |||
| Folate (nmol/L) | 21.1 (8.0) | 20.5 (9.7) | 0.68 |
| Vitamin D (nmol/L) | 39.8 (6.0) | 41.0 (11.3) | 0.57 |
| Zinc (µmol/L) | 11.5 (2.0) | 12.5 (2.3) | 0.04 |
| Living standards index | 0.04 (1.05) | 0.09 (1.13) | 0.93 |
| Season (%) | |||
| Summer | 25 | 28 | 0.80 |
| Rainy | 55 | 48 | 0.50 |
| Winter | 20 | 25 | 0.59 |
Median (interquartile range – IQR) arsenic concentrations (µg/L) and percent arsenic metabolites during pregnancy by HEV seroconversion status.
| HEV | Non- | ||||
|---|---|---|---|---|---|
| Arsenobetaine (µg/L) | |||||
| 1st TM | 1.2 (0.8, 1.8) | 1.5 (1.0, 2.5) | 0.26 | ||
| 3rd TM | 0.6 (0.4, 1.1) | 0.01 | 0.7 (0.5, 1.1) | < 0.001 | 0.82 |
| ∑As (µg/L) | |||||
| 1st TM | 65.6 (40.8, 132.8) | 61.6 (37.0, 82.2) | 1.00 | ||
| 3rd TM | 64.7 (26.2, 105.9) | 1.00 | 35.9 (25.6, 77.4) | 0.002 | 0.03 |
| % DMA | |||||
| 1st TM | 76.7 (74.3, 80.5) | 80.3 (75.6, 82.9) | 0.003 | ||
| 3rd TM | 84.3 (80.4, 87.3) | < 0.001 | 84.8 (78.6, 88.1) | 0.003 | 0.50 |
| % MMA | |||||
| 1st TM | 7.6 (5.8, 9.6) | 6.7 (4.7, 8.7) | 0.50 | ||
| 3rd TM | 4.8 (4.1, 7.0) | 0.01 | 5.0 (3.7, 6.3) | 0.03 | 0.82 |
| % As(V) + As(III) | |||||
| 1st TM | 14.7 (12, 18) | 13.1 (11, 17) | 0.12 | ||
| 3rd TM | 10.2 (7.9, 13) | 0.001 | 9.9 (7.4, 13) | 0.07 | 0.37 |
| Total As (µg/L) | |||||
| 1st TM | 75.8 (41.3, 136.0) | 63.6 (44.6, 85.9) | 0.50 | ||
| 3rd TM | 66.4 (27.9, 119.2) | 0.82 | 37.7 (27.4, 79.5) | 0.007 | 0.03 |
Odds ratio (95% confidence interval) of incident HEV seroconversion during pregnancy per interquartile-range change in urinary ΣAs concentration (µg/L) and in arsenic methylation profiles (%MMA and %DMA).
| OR | 95% CI | aOR | 95% CI | |||
|---|---|---|---|---|---|---|
| IQR-unit change in ΣAs (µg/L) | ||||||
| 1st TM | 1.52 | 0.92, 2.51 | 0.10 | 2.06 | 1.07, 3.97 | 0.03 |
| 3rd TM | 1.42 | 0.85, 2.36 | 0.18 | 1.52 | 0.88, 2.64 | 0.14 |
| Average (1st and 3rd TM) | 1.53 | 0.90, 2.60 | 0.03 | 2.17 | 1.07, 4.39 | 0.03 |
| IQR-unit change in % MMA | ||||||
| 1st TM | 2.07 | 0.89, 4.82 | 0.09 | 1.93 | 0.81, 4.59 | 0.14 |
| 3rd TM | 1.62 | 0.93, 2.83 | 0.09 | 1.53 | 0.86, 2.72 | 0.15 |
| Average (1st and 3rd TM) | 1.79 | 0.90, 3.59 | 0.10 | 1.77 | 0.84, 3.74 | 0.13 |
| IQR-unit change in % DMA | ||||||
| 1st TM | 0.63 | 0.37, 1.08 | 0.09 | 0.54 | 0.27, 1.06 | 0.07 |
| 3rd TM | 0.63 | 0.36, 1.08 | 0.09 | 0.55 | 0.29, 1.06 | 0.07 |
| Average (1st and 3rd TM) | 0.74 | 0.43, 1.26 | 0.26 | 0.69 | 0.38, 1.25 | 0.22 |
Adjusted for living standards index and plasma concentration of folate (nmol/L), vitamin D (nmol/L) and zinc (µmol/L).
Generalized linear mixed regression models of the association of temporal changes in plasma IL-2 concentrations (pg/mL) with an interquartile range-unit change in urinary inorganic arsenic plus methylated species (∑As) concentration (µg/L) during pregnancy by HEV seroconversion status.
| HEV seroconverter | Non-seroconverter | ||||||
|---|---|---|---|---|---|---|---|
| N | Beta (95% CI) | N | Beta (95% CI) | ||||
| IL-2 (1st TM, 3rd TM, 3 months PP) | |||||||
| ∑As (1st TM) | 120 | 0.46 (0.23, 0.68) | < 0.0001 | 120 | −0.03 (−0.39, 0.34) | 0.88 | 0.02 |
| IL-2 (3rd TM & 3 months PP) | |||||||
| ∑As (3rd TM) | 80 | 0.18 (−0.03, 0.39) | 0.09 | 78 | 0.04 (−0.21, 0.29) | 0.78 | 0.38 |
| ∑As (Average) | 80 | 0.35 (0.12, 0.58) | 0.003 | 78 | 0.01 (−0.29, 0.31) | 0.96 | 0.07 |
Note. TM = trimester. PP = postpartum. For IL-2 concentrations below the limit of detection, 1/2 the limit was imputed. CI = confidence interval. ∑As = inorganic arsenic plus methylated species.
Beta coefficient, 95% CI, and
Average of 1st and 3rd TM urinary ∑As.