Roberta F. White’s research while affiliated with Boston University and other places

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Publications (137)


Toxicant Exposures and Health Symptoms in Military Pesticide Applicators From the 1991 Gulf War
  • Article

August 2024

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7 Reads

Journal of occupational and environmental medicine / American College of Occupational and Environmental Medicine

Maxine Krengel

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Clara G Zundel

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[...]

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Roberta F White

Objective The chronic impact of acetylcholinesterase (AChE) inhibitors and other toxicants on Gulf War (GW) veterans’ health symptoms is unclear. Methods Building on reports of adverse neuropsychological outcomes in GW pesticide applicators exposed to pesticides and pyridostigmine bromide (PB), we now report on health symptoms in this group. Results In adjusted analyses, applicators with high exposures/impact to pesticides reported significantly more symptoms (18/34 symptoms) than applicators with lower exposures/impact and were more likely to meet modified Kansas and CDC Gulf War Illness criteria. The high PB exposure/impact group was three times more likely to report irregular heart rates. With regard to specific pesticide types, fly baits, pest-strips and delousers were the most associated with increased health symptom reporting. Conclusions These results suggest that GW veterans with high AChE inhibitor and organochlorine exposures are most at risk for chronic health symptoms.


Figure 1. Adjusted associations between the metal mixture with adolescent motor function based on quantile g-computation models. Estimates reflect a change in motor function score per quartile increase in the mixture. Asterisk (*) indicates models where outcomes were natural log (ln)-transformed; effect estimates thus reflect percent change in motor function score per quartile increase in the metal mixture (calculated using the equation: ([exp(ß) − 1] × 100). Models including all participants are shown in black and were adjusted for child sex, child age, and family SES. Sex-stratified models were adjusted for child age and family SES.
Sex-specific associations of a ferroalloy metal mixture with motor function in Italian adolescents
  • Article
  • Full-text available

July 2024

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30 Reads

Environmental Epidemiology

Background Motor function is critical for children’s health, yet remains an understudied neurodevelopmental domain. Exposure to metals has been linked with motor function, but no study has examined the joint effects of metal mixtures. Methods We evaluated cross-sectional associations between a metal mixture and motor function among 569 adolescents (10–14 years old) living near the ferroalloy industry. Concentrations of blood lead, hair manganese, hair copper, and hair chromium were quantified using inductively coupled plasma mass spectrometry. Neuropsychologists administered multiple fine motor function assessments: pursuit aiming, finger tapping, visual reaction time (VRT), and subtests from the Luria Nebraska battery. We estimated associations between motor function and the metal mixture using quantile-based g-computation and multivariable linear regression, adjusting for child age, sex, and socioeconomic status. We explored sex-specific associations in stratified models. Results Associations between the metal mixture and motor function were mostly null but were modified by sex. We observed a beneficial association among females: a quartile increase in all metals in the mixture was associated with a 2.6% faster average response time on the VRT (95% confidence interval [CI] = −4.7%, −0.5%), driven by Cu and Cr. In contrast, this association was adverse among males ( ß = 1.5% slower response time [95% CI = −0.7%, 3.9%]), driven by Cu and Mn. Conclusions Results suggest that males may be more susceptible to the adverse effects of metal exposure on motor function during adolescence than females. Future studies, particularly prospective study designs, are warranted to further understand the associations of metal mixtures with motor function.

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An Industry-Relevant Metal Mixture, Iron Status, and Reported Attention-Related Behaviors in Italian Adolescents

February 2024

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41 Reads

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4 Citations

Environmental Health Perspectives

Background: Exposure to environmental metals has been consistently associated with attention and behavioral deficits in children, and these associations may be modified by coexposure to other metals or iron (Fe) status. However, few studies have investigated Fe status as a modifier of a metal mixture, particularly with respect to attention-related behaviors. Methods: We used cross-sectional data from the Public Health Impact of Metals Exposure study, which included 707 adolescents (10-14 years of age) from Brescia, Italy. Manganese, chromium, and copper were quantified in hair samples, and lead was quantified in whole blood, using inductively coupled plasma mass spectrometry. Concentrations of Fe status markers (ferritin, hemoglobin, transferrin) were measured using immunoassays or luminescence assays. Attention-related behaviors were assessed using the Conners Rating Scales Self-Report Scale-Long Form, Parent Rating Scales Revised-Short Form, and Teacher Rating Scales Revised-Short Form. We employed Bayesian kernel machine regression to examine associations of the metal mixture with these outcomes and evaluate Fe status as a modifier. Results: Higher concentrations of the metals and ferritin were jointly associated with worse self-reported attention-related behaviors: metals and ferritin set to their 90th percentiles were associated with 3.0% [β=0.03; 95% credible interval (CrI): -0.01, 0.06], 4.1% (β=0.04; 95% CrI: 0.00, 0.08), and 4.1% (β=0.04; 95% CrI: 0.00, 0.08) higher T-scores for self-reported attention deficit/hyperactivity disorder (ADHD) index, inattention, and hyperactivity, respectively, compared with when metals and ferritin were set to their 50th percentiles. These associations were driven by hair manganese, which exhibited nonlinear associations with all self-reported scales. There was no evidence that Fe status modified the neurotoxicity of the metal mixture. The metal mixture was not materially associated with any parent-reported or teacher-reported scale. Conclusions: The overall metal mixture, driven by manganese, was adversely associated with self-reported attention-related behavior. These findings suggest that exposure to multiple environmental metals impacts adolescent neurodevelopment, which has significant public health implications. https://doi.org/10.1289/EHP12988.


Early life manganese exposure and reported attention-related behaviors in Italian adolescents

October 2023

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20 Reads

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2 Citations

Environmental Epidemiology

Background Manganese (Mn) is an essential nutrient and neurotoxicant, and the neurodevelopmental effects of Mn may depend on exposure timing. Less research has quantitatively compared the impact of Mn exposure on neurodevelopment across exposure periods. Methods We used data from 125 Italian adolescents (10–14 years) from the Public Health Impact of Metals Exposure Study to estimate prospective associations of Mn in three early life exposure periods with adolescent attention-related behaviors. Mn was quantified in deciduous teeth using laser ablation-inductively coupled plasma-mass spectrometry to represent prenatal (2nd trimester-birth), postnatal (birth ~1.5 years), and childhood (~1.5–6 years) exposure. Attention-related behavior was evaluated using the Conners Behavior Rating Scales in adolescence. We used multivariable linear regression models to quantify associations between Mn in each exposure period, and multiple informant models to compare associations across exposure periods. Results Median tooth Mn levels (normalized to calcium) were 0.4 area under the curve (AUC) ⁵⁵ Mn: ⁴³ Ca × 10 ⁴ , 0.1 AUC ⁵⁵ Mn: ⁴³ Ca × 10 ⁴ , and 0.0006 ⁵⁵ Mn: ⁴³ Ca for the prenatal, postnatal, and childhood periods. A doubling in prenatal tooth Mn levels was associated with 5.3% (95% confidence intervals [CI] = −10.3%, 0.0%) lower (i.e., better) teacher-reported inattention scores, whereas a doubling in postnatal tooth Mn levels was associated with 4.5% (95% CI = −9.3%, 0.6%) and 4.6% (95% CI = −9.5%, 0.6%) lower parent-reported inattention and attention deficit/hyperactivity disorder index scores, respectively. Childhood Mn was not beneficially associated with reported attention-related behaviors. Conclusion Protective associations in the prenatal and postnatal periods suggest Mn is beneficial for attention-related behavior, but not in the childhood period.




Associations of an industry-relevant metal mixture with verbal learning and memory in Italian adolescents: The modifying role of iron status

February 2023

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49 Reads

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6 Citations

Environmental Research

Background: Biomarker concentrations of metals are associated with neurodevelopment, and these associations may be modified by nutritional status (e.g., iron deficiency). No prior study on associations of metal mixtures with neurodevelopment has assessed effect modification by iron status. Objectives: We aimed to quantify associations of an industry-relevant metal mixture with verbal learning and memory among adolescents, and to investigate the modifying role of iron status on those associations. Methods: We used cross-sectional data from 383 Italian adolescents (10-14 years) living in proximity to ferroalloy industry. Verbal learning and memory was assessed using the California Verbal Learning Test for Children (CVLT-C), and metals were quantified in hair (manganese, copper, chromium) or blood (lead) using inductively coupled plasma mass spectrometry. Serum ferritin, a proxy for iron status, was measured using immunoassays. Covariate-adjusted associations of the metal mixture with CVLT subtests were estimated using Bayesian Kernel Machine Regression, and modification of the mixture associations by ferritin was examined. Results: Compared to the 50th percentile of the metal mixture, the 90th percentile was associated with a 0.12 standard deviation [SD] (95% CI = -0.27, 0.50), 0.16 SD (95% CI = -0.11, 0.44), and 0.11 SD (95% CI = -0.20, 0.43) increase in the number of words recalled for trial 5, long delay free, and long delay cued recall, respectively. For an increase from its 25th to 75th percentiles, copper was beneficially associated the recall trials when other metals were fixed at their 50th percentiles (for example, trial 5 recall: β = 0.31, 95% CI = 0.14, 0.48). The association between copper and trial 5 recall was stronger at the 75th percentile of ferritin, compared to the 25th or 50th percentiles. Conclusions: In this metal mixture, copper was beneficially associated with neurodevelopment, which was more apparent at higher ferritin concentrations. These findings suggest that metal associations with neurodevelopment may depend on iron status, which has important public health implications.


A science-based agenda for health-protective chemical assessments and decisions: overview and consensus statement

January 2023

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312 Reads

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20 Citations

Environmental Health

The manufacture and production of industrial chemicals continues to increase, with hundreds of thousands of chemicals and chemical mixtures used worldwide, leading to widespread population exposures and resultant health impacts. Low-wealth communities and communities of color often bear disproportionate burdens of exposure and impact; all compounded by regulatory delays to the detriment of public health. Multiple authoritative bodies and scientific consensus groups have called for actions to prevent harmful exposures via improved policy approaches. We worked across multiple disciplines to develop consensus recommendations for health-protective, scientific approaches to reduce harmful chemical exposures, which can be applied to current US policies governing industrial chemicals and environmental pollutants. This consensus identifies five principles and scientific recommendations for improving how agencies like the US Environmental Protection Agency (EPA) approach and conduct hazard and risk assessment and risk management analyses: (1) the financial burden of data generation for any given chemical on (or to be introduced to) the market should be on the chemical producers that benefit from their production and use; (2) lack of data does not equate to lack of hazard, exposure, or risk; (3) populations at greater risk, including those that are more susceptible or more highly exposed, must be better identified and protected to account for their real-world risks; (4) hazard and risk assessments should not assume existence of a “safe” or “no-risk” level of chemical exposure in the diverse general population; and (5) hazard and risk assessments must evaluate and account for financial conflicts of interest in the body of evidence. While many of these recommendations focus specifically on the EPA, they are general principles for environmental health that could be adopted by any agency or entity engaged in exposure, hazard, and risk assessment. We also detail recommendations for four priority areas in companion papers (exposure assessment methods, human variability assessment, methods for quantifying non-cancer health outcomes, and a framework for defining chemical classes). These recommendations constitute key steps for improved evidence-based environmental health decision-making and public health protection.


Incidence of a 5% reduction in visual memory performance as a function of PCE exposure concentration. Figure generated using the WHO/IPCS online web application APROBAweb (https://wchiu.shinyapps.io/APROBAweb/). PCE: perchloroethylene, POD: Point of Departure, RfC: Reference Concentration, I: Incidence
Comparison of probabilistic approaches to estimating pce neurotoxic risk and comparison to cancer risk
Application of probabilistic methods to address variability and uncertainty in estimating risks for non-cancer health effects

January 2023

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83 Reads

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10 Citations

Environmental Health

Human health risk assessment currently uses the reference dose or reference concentration (RfD, RfC) approach to describe the level of exposure to chemical hazards without appreciable risk for non-cancer health effects in people. However, this “bright line” approach assumes that there is minimal risk below the RfD/RfC with some undefined level of increased risk at exposures above the RfD/RfC and has limited utility for decision-making. Rather than this dichotomous approach, non-cancer risk assessment can benefit from incorporating probabilistic methods to estimate the amount of risk across a wide range of exposures and define a risk-specific dose. We identify and review existing approaches for conducting probabilistic non-cancer risk assessments. Using perchloroethylene (PCE), a priority chemical for the U.S. Environmental Protection Agency under the Toxic Substances Control Act, we calculate risk-specific doses for the effects on cognitive deficits using probabilistic risk assessment approaches. Our probabilistic risk assessment shows that chronic exposure to 0.004 ppm PCE is associated with approximately 1-in-1,000 risk for a 5% reduced performance on the Wechsler Memory Scale Visual Reproduction subtest with 95% confidence. This exposure level associated with a 1-in-1000 risk for non-cancer neurocognitive deficits is lower than the current RfC for PCE of 0.0059 ppm, which is based on standard point of departure and uncertainty factor approaches for the same neurotoxic effects in occupationally exposed adults. We found that the population-level risk of cognitive deficit (indicating central nervous system dysfunction) is estimated to be greater than the cancer risk level of 1-in-100,000 at a similar chronic exposure level. The extension of toxicological endpoints to more clinically relevant endpoints, along with consideration of magnitude and severity of effect, will help in the selection of acceptable risk targets for non-cancer effects. We find that probabilistic approaches can 1) provide greater context to existing RfDs and RfCs by describing the probability of effect across a range of exposure levels including the RfD/RfC in a diverse population for a given magnitude of effect and confidence level, 2) relate effects of chemical exposures to clinical disease risk so that the resulting risk assessments can better inform decision-makers and benefit-cost analysis, and 3) better reflect the underlying biology and uncertainties of population risks.


Influenza D virus exposure among US cattle workers: A call for surveillance

November 2022

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76 Reads

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22 Citations

Zoonoses and Public Health

Although cattle are a reservoir for influenza D virus (IDV), little is known about human exposure to IDV. We assessed IDV exposure and associated health effects among United States dairy workers, a population at heightened risk of cattle zoonoses. In prospective, cross‐shift sampling of 31 workers employed at five large‐herd dairy operations in two states, we found evidence of IDV in the nasal washes of 67% of participants at least once during the 5‐day study period. IDV exposure was not associated with respiratory symptoms in these workers. These findings suggest that IDV is present in dairy cattle environments and can result in worker exposure.


Citations (63)


... In the sex-stratified analysis, females exhibited a higher susceptibility to anemia, consistent with previous studies [23,81]. This disparity may be attributed to hormonal differences, with testosterone promoting erythropoiesis by stimulating erythropoietin production and suppressing hepcidin, thus enhancing iron utilization [82]. ...

Reference:

Exploring Associations and Mediating Factors between Multiple Trace Metals with Anemia in US Adults: Insight from NHANES 2017–2020
An Industry-Relevant Metal Mixture, Iron Status, and Reported Attention-Related Behaviors in Italian Adolescents
  • Citing Article
  • February 2024

Environmental Health Perspectives

... Disruptions in iron metabolism due to inadequate intake, poor absorption, or chronic blood loss overwhelm the body's compensatory mechanisms, resulting in anemia [54,55]. Serum ferritin serves as a marker of long-term iron stores and has been widely utilized to evaluate one's iron status [56][57][58]. As expected, significant associations between anemia risk and serum ferritin were observed, confirming the crucial roles of the iron status in anemia development. ...

Assessing the mediating role of iron status on associations between an industry-relevant metal mixture and verbal learning and memory in Italian adolescents
  • Citing Article
  • September 2023

The Science of The Total Environment

... 43,120 As a nutrient, Cu is needed to support the formation and maintenance of myelin, long-term potentiation, and catecholamine synthesis. 120,121 Beneficial associations of Cu with neurodevelopment have been reported in this cohort and elsewhere for other cognitive domains (e.g., learning, memory, cognitive indices), 96,122 supporting the beneficial association we observed in the present analysis. We have also previously reported an inverted U-shaped dose response of Cu with IQ in PHIME, such that Cu was only beneficial for cognitive function at the middle of its distribution. ...

Associations of an industry-relevant metal mixture with verbal learning and memory in Italian adolescents: The modifying role of iron status
  • Citing Article
  • February 2023

Environmental Research

... Using animal models, researchers have developed a large body of evidence demonstrating that synthetic chemicals can cause adverse health effects, especially when exposures occur during sensitive windows of development. Epidemiology and observational wildlife studies similarly show associations between exposures to chemicals from a wide variety of sources and harmful health effects (Woodruff et al., 2023). ...

A science-based agenda for health-protective chemical assessments and decisions: overview and consensus statement

Environmental Health

... Probabilistic risk assessment is a valuable tool that enhances our understanding of uncertainty and variability, while also providing greater transparency in evaluating the probability of response within a target population (Maertens et al., 2022;Nielsen et al., 2023). Unlike the conventional approach, which employs fixed inter-and intraspecies difference assumptions of 3 or 10 (Dourson et al., 1996), the probabilistic approach replaces these uncertainty factors with probabilistic distributions (Chen et al., 2007;Hattis et al., This is an open access article under the terms of the Creative Commons Attribution-NonCommercial-NoDerivs License, which permits use and distribution in any medium, provided the original work is properly cited, the use is non-commercial and no modifications or adaptations are made. ...

Application of probabilistic methods to address variability and uncertainty in estimating risks for non-cancer health effects

Environmental Health

... When analyzing the positive samples in our study in greater depth, we found that 50% of positive IDV samples were weakly positive, with Ct between 30 and 35, therefore indicating relatively low shedding levels at the time of sampling. Circulation of IDV is evident in North America [35], and the virus can also be recovered from nasal lavages of dairy workers in large US dairy herds [36]. However, type D influenza virus is not considered zoonotic, as opposed to type A influenza, including, for instance, the highly pathogenic H5N1 influenza virus recently observed in US farms [37]. ...

Influenza D virus exposure among US cattle workers: A call for surveillance

Zoonoses and Public Health

... 40 In order to assess early-life metal exposure in a community that had expressed concerns about previous exposures, Friedman et al. conducted a study using deciduous teeth. 41 The teeth were collected from children who had lived in Holliston, Massachusetts (USA) from the time of conception. By analyzing naturally shed teeth, the researchers were able to obtain detailed information about the timing and dosage of metal exposure during early life. ...

Multiple metals in children’s deciduous teeth: results from a community-initiated pilot study

Journal of Exposure Science & Environmental Epidemiology

... 27 In children, the beneficial and neurotoxic effects of Mn exposure may be unique due to the developmental timing of exposure and neuromotor function assessment (i.e., prenatal, postnatal, early childhood, childhood, adolescence, adulthood). 38,39 For instance, the prenatal developmental time point is considered a time point of increased demand for Mn as an essential nutrient to support healthy development of the central nervous system and fetus morphology, which is the initiation of development of neuromotor function. 3,9 This role of Mn as essential and neurotoxic is supported by multiple studies that found prenatal Mn exposure demonstrated an inverse U-shaped association where both low and high Mn concentrations were associated with deficits in neonatal behavioral neurological assessments at 3 d of age 40 and deficits in Bayley Scales of Infant Development (BSID)-11 measures at 6 months of age. ...

Critical windows of susceptibility in the association between manganese and neurocognition in Italian adolescents living near ferro-manganese industry
  • Citing Article
  • August 2021

NeuroToxicology

... -PFAS exposure has been linked to neurological issues, including memory dysfunction [22], attention deficit hyperactivity disorder (ADHD) [23,24] and intellectual disability. -These "forever chemicals" can impact brain health [25], although the exact mechanisms are still being studied. ...

Prenatal and childhood exposure to per- and polyfluoroalkyl substances (PFAS) and child executive function and behavioral problems

Environmental Research

... In this study, we used existing data on metals in pregnancy that were originally collected as part of different funded studies within Project Viva with specific objectives that directed the metals measured [14,15]. The process for measuring blood trace elements has been previously described [16]. ...

Prenatal exposure to a mixture of elements and neurobehavioral outcomes in mid-childhood: Results from Project Viva
  • Citing Article
  • June 2021

Environmental Research