%0 Journal Article %D 2023 %T Data to Accompany: Expanding the access of wearable silicone wristbands in community-engaged research through best practices in data analysis and integration %A Lisa M Bramer %A Holly Dixon %A Degnan, David J %A Diana Rohlman %A Julie Herbstman %A Kim A Anderson %A Katrina M Waters %X

Wearable silicone wristbands are a rapidly growing exposure assessment technology that offer researchers the ability to study previously inaccessible cohorts and have the potential to provide a more comprehensive picture of chemical exposure within diverse communities. However, there are no established best practices for analyzing the data within a study or across multiple studies, thereby limiting impact and access of these data for larger meta-analyses. We utilize data from three studies, from over 600 wristbands worn by participants in New York City and Eugene, Oregon, to present a first-of-its-kind manuscript detailing wristband data properties. We further discuss and provide concrete examples of key areas and considerations in common statistical modeling methods where best practices must be established to enable meta-analyses and integration of data from multiple studies. Finally, we detail important and challenging aspects of machine learning, meta-analysis, and data integration that researchers will face in order to extend beyond the limited scope of individual studies focused on specific populations.

%8 09/2023 %G eng %0 Journal Article %J Environ Res %D 2023 %T Determinants of exposure to endocrine disruptors following hurricane Harvey. %A Samantha Samon %A Diana Rohlman %A Lane G Tidwell %A Peter D Hoffman %A Abiodun O Oluyomi %A Walker, C %A Melissa Bondy %A Kim A Anderson %X

Hurricane Harvey was a category four storm that induced catastrophic flooding in the Houston metropolitan area. Following the hurricane there was increased concern regarding chemical exposures due to damage caused by flood waters and emergency excess emissions from industrial facilities. This study utilized personal passive samplers in the form of silicone wristbands in Houston, TX to both assess chemical exposure to endocrine disrupting chemicals (EDCs) immediately after the hurricane and determine participant characteristics associated with higher concentrations of exposure. Participants from the Houston-3H cohort (n = 172) wore a wristband for seven days and completed a questionnaire to determine various flood-related and demographic variables. Bivariate and multivariate analysis indicated that living in an area with a high Area Deprivation Index (ADI) (indicative of low socioeconomic status), identifying as Black/African American or Latino, and living in the Houston neighborhoods of Baytown and East Houston were associated with increased exposure to EDCs. These results provide evidence of racial/ethnic and socioeconomic injustices in exposure to EDCs in the Houston Metropolitan Area. Since the multiple regression models conducted did not fully explain exposure (0.047 < R2 < 0.34), more research is needed on the direct sources of EDCs within this area to create effective exposure mitigation strategies.

%B Environ Res %P 114867 %8 01/2023 %G eng %R 10.1016/j.envres.2022.114867 %0 Journal Article %J Sci Total Environ %D 2023 %T Diffusive fluxes of persistent organic pollutants between Arctic atmosphere, surface waters and sediments. %A Ian L Moran %A Lane G Tidwell %A Michael L Barton %A Molly Kile %A Miller, Pamela %A Diana Rohlman %A Seguinot-Medina, Samarys %A Ungwiluk, Bobby %A Waghiyi, Vi %A Kim A Anderson %X

Arctic communities are disproportionately exposed to pollutants from sources including global atmospheric transport and formerly used defense sites (FUDS). The effects of climate change and increasing development in the Arctic have the potential to exacerbate this problem. Yupik People of Sivuqaq, or St Lawrence Island, Alaska are one such community with documented exposures to pollutants from FUDS, and their traditional lipid-rich foods such as blubber and rendered oils of marine mammals. Troutman Lake, adjacent to the Yupik community of Gambell, Alaska, was used as a disposal site during the decommission of the adjacent FUDS, leading to community concern about exposure to military pollution and intrusion from historic local dump sites. In collaboration with a local community group, this study utilized passive sampling devices deployed in Troutman Lake. Air, water and sediment deployed samplers were analyzed for unsubstituted and alkylated polycyclic aromatic hydrocarbons (PAHs), brominated and organophosphate flame retardants and polychlorinated biphenyls (PCBs). PAH concentrations were low and comparable to other remote/rural locations. PAHs were generally in deposition from the overlying atmosphere into Troutman Lake. Of the flame retardants, brominated diphenyl ether-47 was detected in all surface water samplers while triphenyl phosphate was detected in all environmental compartments. Both were at concentrations equivalent or lower than other remote locations. Of particular interest, we measured higher atmospheric concentrations of tris(2-chloroethyl) phosphate (TCEP) (0.75-2.8 ng/m) than previously reported in the literature for remote Arctic sites (<0.017-0.56 ng/m). TCEP was found to be in deposition to Troutman Lake at magnitudes from 290 to 1300 ng/m/day. No PCBs were detected in this study. Our findings demonstrate the relevance of both modern and legacy chemicals from local and global sources. These results help us to understand the fate of anthropogenic contaminants in dynamic Arctic systems providing valuable data for communities, policy makers and scientists.

%B Sci Total Environ %P 164566 %8 2023 Jun 01 %G eng %R 10.1016/j.scitotenv.2023.164566 %0 Journal Article %J Citiz Sci %D 2022 %T Designing Equitable, Transparent Community-Engaged Disaster Research. %A Diana Rohlman %A Samantha Samon %A Sarah E Allan %A Michael L Barton %A Holly Dixon %A Christine C Ghetu %A Lane G Tidwell %A Peter D Hoffman %A Abiodun O Oluyomi %A Symanski, Elaine %A Melissa Bondy %A Kim A Anderson %X

Disaster research faces significant infrastructure challenges: regional and federal coordination, access to resources, and community collaboration. Disasters can lead to chemical exposures that potentially impact human health and cause concern in affected communities. Community-engaged research, which incorporates local knowledge and voices, is well-suited for work with communities that experience impacts of environmental exposures following disasters. We present three examples of community-engaged disaster research (CEnDR) following oil spills, hurricanes, and wildfires, and their impact on long-term social, physical, and technical community infrastructure. We highlight the following CEnDR structures: researcher/community networks; convenient research tools; adaptable data collection modalities for equitable access; and return of data.

%B Citiz Sci %V 7 %8 2022 %G eng %N 1 %R 10.5334/cstp.443 %0 Conference Paper %B International Society of Exposure Science 31st Annual Meeting %D 2021 %T Determinants of Exposure to Endocrine Disrupting Chemicals Following Hurricane Harvey %A Samantha Samon %A Diana Rohlman %A Lane G Tidwell %A Peter D Hoffman %A Abiodun O Oluyomi %A Cheryl Walker %A Winnifred Hamilton %A Armstrong, Georgina %A Melissa Bondy %A Kim A Anderson %B International Society of Exposure Science 31st Annual Meeting %C Virtual, Oral Presentation %G eng %0 Conference Paper %B SETAC North America 42nd Annual Meeting %D 2021 %T Determinants of Exposure to Endocrine Disrupting Chemicals Following Hurricane Harvey %A Samantha Samon %A Diana Rohlman %A Lane G Tidwell %A Peter D Hoffman %A Abiodun O Oluyomi %A Cheryl Walker %A Winnifred Hamilton %A Armstrong, Georgina %A Melissa Bondy %A Kim A Anderson %B SETAC North America 42nd Annual Meeting %C Virtual, Poster %G eng %0 Conference Paper %B Society of Toxicology 60th Annual Meeting %D 2021 %T Determinants of exposure to potential endocrine disrupting chemicals following Hurricane Harvey %A Samantha Samon %A Diana Rohlman %A Lane G Tidwell %A Peter D Hoffman %A Abiodun O Oluyomi %A Cheryl Walker %A Winnifred Hamilton %A Armstrong, Georgina %A Melissa Bondy %A Kim A Anderson %B Society of Toxicology 60th Annual Meeting %C Virtual, Poster %G eng %0 Journal Article %J BMC Public Health %D 2019 %T Development of an environmental health tool linking chemical exposures, physical location and lung function. %A Diana Rohlman %A Holly Dixon %A Laurel D Kincl %A Larkin, Andrew %A Evoy, Richard %A Michael L Barton %A Phillips, Aaron %A Elena S Peterson %A Scaffidi, Christopher %A Julie Herbstman %A Katrina M Waters %A Kim A Anderson %X

BACKGROUND: A challenge in environmental health research is collecting robust data sets to facilitate comparisons between personal chemical exposures, the environment and health outcomes. To address this challenge, the Exposure, Location and lung Function (ELF) tool was designed in collaboration with communities that share environmental health concerns. These concerns centered on respiratory health and ambient air quality. The ELF collects exposure to polycyclic aromatic hydrocarbons (PAHs), given their association with diminished lung function. Here, we describe the ELF as a novel environmental health assessment tool.

METHODS: The ELF tool collects chemical exposure for 62 PAHs using passive sampling silicone wristbands, geospatial location data and respiratory lung function measures using a paired hand-held spirometer. The ELF was tested by 10 individuals with mild to moderate asthma for 7 days. Participants wore a wristband each day to collect PAH exposure, carried a cell phone, and performed spirometry daily to collect respiratory health measures. Location data was gathered using the geospatial positioning system technology in an Android cell-phone.

RESULTS: We detected and quantified 31 PAHs across the study population. PAH exposure data showed spatial and temporal sensitivity within and between participants. Location data was used with existing datasets such as the Toxics Release Inventory and the National Oceanic and Atmospheric Administration (NOAA) Hazard Mapping System. Respiratory health outcomes were validated using criteria from the American Thoracic Society with 94% of participant data meeting standards. Finally, the ELF was used with a high degree of compliance (> 90%) by community members.

CONCLUSIONS: The ELF is a novel environmental health assessment tool that allows for personal data collection spanning chemical exposures, location and lung function measures as well as self-reported information.

%B BMC Public Health %V 19 %P 854 %8 2019 Jul 01 %G eng %N 1 %R 10.1186/s12889-019-7217-z %0 Journal Article %J R Soc Open Sci %D 2019 %T Discovery of common chemical exposures across three continents using silicone wristbands. %A Holly Dixon %A Armstrong, Georgina %A Michael L Barton %A Alan J Bergmann %A Melissa Bondy %A Mary L Halbleib %A Winnifred Hamilton %A Erin N Haynes %A Julie Herbstman %A Peter D Hoffman %A Paul C Jepson %A Molly Kile %A Laurel D Kincl %A Paul J Laurienti %A Paula E North %A Paulik, L Blair %A Petrosino, Joe %A Points, Gary L %A Carolyn M Poutasse %A Diana Rohlman %A Richard P Scott %A Brian W Smith %A Lane G Tidwell %A Cheryl Walker %A Katrina M Waters %A Kim A Anderson %X

To assess differences and trends in personal chemical exposure, volunteers from 14 communities in Africa (Senegal, South Africa), North America (United States (U.S.)) and South America (Peru) wore 262 silicone wristbands. We analysed wristband extracts for 1530 unique chemicals, resulting in 400 860 chemical data points. The number of chemical detections ranged from 4 to 43 per wristband, with 191 different chemicals detected, and 1339 chemicals were not detected in any wristband. No two wristbands had identical chemical detections. We detected 13 potential endocrine disrupting chemicals in over 50% of all wristbands and found 36 chemicals in common between chemicals detected in three geographical wristband groups (Africa, North America and South America). U.S. children (less than or equal to 11 years) had the highest percentage of flame retardant detections compared with all other participants. Wristbands worn in Texas post-Hurricane Harvey had the highest mean number of chemical detections (28) compared with other study locations (10-25). Consumer product-related chemicals and phthalates were a high percentage of chemical detections across all study locations (36-53% and 18-42%, respectively). Chemical exposures varied among individuals; however, many individuals were exposed to similar chemical mixtures. Our exploratory investigation uncovered personal chemical exposure trends that can help prioritize certain mixtures and chemical classes for future studies.

%B R Soc Open Sci %V 6 %P 181836 %8 02/2019 %G eng %N 2 %R 10.1098/rsos.181836 %0 Audiovisual Material %D 2019 %T Discovery of common chemical exposures across three continents using silicone wristbands %A Holly Dixon %A Armstrong, Georgina %A Michael L Barton %A Alan J Bergmann %A Melissa Bondy %A Mary L Halbleib %A Erin N Haynes %A Julie Herbstman %A Winnifred Hamilton %A Peter D Hoffman %A Paul C Jepson %A Molly Kile %A Laurel D Kincl %A Paul J Laurienti %A Paula E North %A LB Paulik %A Petrosino, Joe %A Points, Gary L %A Carolyn M Poutasse %A Diana Rohlman %A Richard P Scott %A Brian W Smith %A Lane G Tidwell %A Cheryl Walker %A Katrina M Waters %A Kim A Anderson %B EMT Research Day, Corvallis, OR %C Corvallis, OR %8 01/2019 %G eng %0 Generic %D 2018 %T Discovery of common chemical exposures across three continents using silicone wristbands %A Holly Dixon %A Armstrong, Georgina %A Michael L Barton %A Bergmann AJ %A Melissa Bondy %A Mary L Halbleib %A Erin N Haynes %A Julie Herbstman %A Winnifred Hamilton %A Peter D Hoffman %A Paul C Jepson %A Molly Kile %A Laurel D Kincl %A Paul J Laurienti %A Paula E North %A LB Paulik %A Petrosino, Joe %A Points, Gary L %A Carolyn M Poutasse %A Diana Rohlman %A Richard P Scott %A Brian W Smith %A Lane G Tidwell %A Cheryl Walker %A Katrina M Waters %A Kim A Anderson %B FSES External Advisory Committee Meeting, Yachats, OR %8 10/2018 %G eng %0 Audiovisual Material %D 2015 %T Development of an online platform to promote environmental public health within citizen scientists %A Diana Rohlman %A Kevin A Hobbie %A Michael L Barton %A Josh A Willmarth %A Laurel D Kincl %A Kim A Anderson %B SETAC North America 36th Annual Meeting. Salt Lake City, Utah %8 11/2015 %G eng