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A challenge faced in conducting genomic research in the study population was a lack of a replication sample, preventing us from validating the current findings in another study population. We did not exclude these individuals in our GWAS analysis because lipomeningoceles are considered to have different etiologies than that of myelomeningocele and meningocele, and also occur during a different developmental stage (Agopian et al., 2012; Chan et al., 2017). As a result of the predominance of GWAS including European populations, risk alleles in GWAS databases skew towards those with high MAFs in populations with European ancestry (Gurdasani et al., 2019; Kim et al., 2018; Martin et al., 2017). We were able to identify novel variants outside of the traditionally explored biological pathways, such as folate metabolism.

Additional preventive measures, such as folic acid fortification of the food supply and reduction of arsenic exposure, may be needed to optimize spina bifida prevention in areas with high arsenic exposures. Another possible explanation for why we did not find a primary effect of arsenic is that arsenic exposure by itself may be insufficient, and that the addition of other risk factors, such as inadequate folate, is a necessary contribution to disrupt neural tube closure. These studies suggest that prenatal folic acid supplementation may be less effective in spina bifida prevention in populations with high arsenic exposure because of interactions between arsenic and folic acid. Our results are consistent with recent studies conducted in high arsenic areas that suggest that environmental arsenic exposure may attenuate the protective benefit of folic acid supplements in preventing spina bifida. There was no significant main effect found between water and mother’s toenail arsenic concentrations and spina bifida risk (Supplemental Table 3). Thirteen mothers reported a diagnosis of diabetes, including mothers of 9 cases and 4 controls.

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  • Association between prenatal folic acid use and spina bifida risk, by mother’s toenail arsenic concentration

For Bangladeshi gamers accessing the system mostly using mobile phone– which describes the majority of the on the internet pc gaming audience in the nation– this architectural clearness translates into a functional benefit over platforms where mobile usability feels secondary to the desktop computer experience. We hope to validate the findings from this study with future follow-up genetic studies in humans and animals through existing collaborations, and to explore how folate status and arsenic exposure potentially modify the relationship between genetics and spina bifida risk. Although we were not able to confirm previously identified associations between spina bifida risk and genetic variants restricted to certain biological pathways, such as folate metabolism, we were able to identify novel variants that may impact biological processes involved in early development. Due to the small sample size of the current study, we were not able to perform linkage analysis that could have provided greater insight into genomic regions affecting disease risk and to perform predictive statistical models that could indicate causal variants for disease.

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To compare the data between cases and controls, we used t-tests for continuous variables, and chi-square and Fisher’s exact tests for categorical variables. We selected controls from children who presented to NINS&H or Dhaka Shishu Hospital (DSH), a children’s hospital nearby NINS&H with similar referral patterns and catchment areas. Cases were infants with spina bifida who were less than one year old and had mothers who could identify their primary drinking water source during early pregnancy. The country does not have systematic surveillance for birth defects, but hospital-based studies estimate the prevalence of spina bifida to be between 10.4 and 38.2 per 10,000 births, higher than the global prevalence of 3.5 to 5.2 per 10,000 in prior meta-analyses 5, 17, 18. Arsenic induces neural tube defects in several animal models 7,8,9,10,11, and arsenic toxicity is closely related to one-carbon metabolism nutrients including folate .

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