Exposure to human-associated fecal indicators and self-reported illness among swimmers at recreational beaches: a cohort study

Abstract Background Fecal indicator bacteria used to assess illness risks in recreational waters (e.g., Escherichia coli, Enterococci) cannot discriminate among pollution sources. To address this limitation, human-associated Bacteroides markers have been proposed, but the risk of illness associated...

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Main Authors: Melanie D. Napier, Richard Haugland, Charles Poole, Alfred P. Dufour, Jill R. Stewart, David J. Weber, Manju Varma, Jennifer S. Lavender, Timothy J. Wade
Format: Article
Language:English
Published: BMC 2017-10-01
Series:Environmental Health
Subjects:
Online Access:http://link.springer.com/article/10.1186/s12940-017-0308-3
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spelling doaj-7d0d5f5df95f4a02a3429c8a1cf20d4f2020-11-25T00:09:53ZengBMCEnvironmental Health1476-069X2017-10-0116111510.1186/s12940-017-0308-3Exposure to human-associated fecal indicators and self-reported illness among swimmers at recreational beaches: a cohort studyMelanie D. Napier0Richard Haugland1Charles Poole2Alfred P. Dufour3Jill R. Stewart4David J. Weber5Manju Varma6Jennifer S. Lavender7Timothy J. Wade8U.S. Environmental Protection Agency, Office of Research and Development, National Health and Environmental Effects Research LaboratoryU.S. Environmental Protection Agency, Office of Research and Development, National Exposure Research LaboratoryDepartment of Epidemiology, Gillings School of Global Public Health, University of North Carolina-Chapel HillU.S. Environmental Protection Agency, Office of Research and Development, National Exposure Research LaboratoryDepartment of Environmental Sciences and Engineering, Gillings School of Global Public Health, University of North Carolina-Chapel HillDepartment of Epidemiology, Gillings School of Global Public Health, University of North Carolina-Chapel HillU.S. Environmental Protection Agency, Office of Research and Development, National Exposure Research LaboratoryU.S. Environmental Protection Agency, Office of Research and Development, National Exposure Research LaboratoryU.S. Environmental Protection Agency, Office of Research and Development, National Health and Environmental Effects Research LaboratoryAbstract Background Fecal indicator bacteria used to assess illness risks in recreational waters (e.g., Escherichia coli, Enterococci) cannot discriminate among pollution sources. To address this limitation, human-associated Bacteroides markers have been proposed, but the risk of illness associated with the presence of these markers in recreational waters is unclear. Our objective was to estimate associations between human-associated Bacteroides markers in water and self-reported illness among swimmers at 6 U.S. beaches spanning 2003–2007. Methods We used data from a prospectively-enrolled cohort of 12,060 swimmers surveyed about beach activities and water exposure on the day of their beach visit. Ten to twelve days later, participants reported gastroinestinal, diarrheal, and respiratory illnesses experienced since the visit. Daily water samples were analyzed for the presence of human-associated Bacteroides genetic markers: HF183, BsteriF1, BuniF2, HumM2. We used model-based standardization to estimate risk differences (RD) and 95% confidence intervals (CI). We assessed whether the presence of Bacteroides markers were modifiers of the association between general Enterococcus and illness among swimmers using interaction contrast. Results Overall we observed inconsistent associations between the presence of Bacteroides markers and illness. There was a pattern of increased risks of gastrointestinal (RD = 1.9%; 95% CI: 0.1%, 3.7%), diarrheal (RD = 1.3%; 95% CI: -0.2%, 2.7%), and respiratory illnesses (RD = 1.1%; 95% CI: -0.2%, 2.5%) associated with BsteriF1. There was no evidence that Bacteroides markers acted as modifiers of Enterococcus and illness. Patterns were similar when stratified by water matrix. Conclusions Quantitative measures of fecal pollution using Bacteroides, rather than presence-absence indicators, may be necessary to accurately assess human risk specific to the presence of human fecal pollution.http://link.springer.com/article/10.1186/s12940-017-0308-3Recreational water qualityFecal indicator bacteriaGastrointestinal illnessDiarrheaRespiratory illnessMicrobial source tracking
collection DOAJ
language English
format Article
sources DOAJ
author Melanie D. Napier
Richard Haugland
Charles Poole
Alfred P. Dufour
Jill R. Stewart
David J. Weber
Manju Varma
Jennifer S. Lavender
Timothy J. Wade
spellingShingle Melanie D. Napier
Richard Haugland
Charles Poole
Alfred P. Dufour
Jill R. Stewart
David J. Weber
Manju Varma
Jennifer S. Lavender
Timothy J. Wade
Exposure to human-associated fecal indicators and self-reported illness among swimmers at recreational beaches: a cohort study
Environmental Health
Recreational water quality
Fecal indicator bacteria
Gastrointestinal illness
Diarrhea
Respiratory illness
Microbial source tracking
author_facet Melanie D. Napier
Richard Haugland
Charles Poole
Alfred P. Dufour
Jill R. Stewart
David J. Weber
Manju Varma
Jennifer S. Lavender
Timothy J. Wade
author_sort Melanie D. Napier
title Exposure to human-associated fecal indicators and self-reported illness among swimmers at recreational beaches: a cohort study
title_short Exposure to human-associated fecal indicators and self-reported illness among swimmers at recreational beaches: a cohort study
title_full Exposure to human-associated fecal indicators and self-reported illness among swimmers at recreational beaches: a cohort study
title_fullStr Exposure to human-associated fecal indicators and self-reported illness among swimmers at recreational beaches: a cohort study
title_full_unstemmed Exposure to human-associated fecal indicators and self-reported illness among swimmers at recreational beaches: a cohort study
title_sort exposure to human-associated fecal indicators and self-reported illness among swimmers at recreational beaches: a cohort study
publisher BMC
series Environmental Health
issn 1476-069X
publishDate 2017-10-01
description Abstract Background Fecal indicator bacteria used to assess illness risks in recreational waters (e.g., Escherichia coli, Enterococci) cannot discriminate among pollution sources. To address this limitation, human-associated Bacteroides markers have been proposed, but the risk of illness associated with the presence of these markers in recreational waters is unclear. Our objective was to estimate associations between human-associated Bacteroides markers in water and self-reported illness among swimmers at 6 U.S. beaches spanning 2003–2007. Methods We used data from a prospectively-enrolled cohort of 12,060 swimmers surveyed about beach activities and water exposure on the day of their beach visit. Ten to twelve days later, participants reported gastroinestinal, diarrheal, and respiratory illnesses experienced since the visit. Daily water samples were analyzed for the presence of human-associated Bacteroides genetic markers: HF183, BsteriF1, BuniF2, HumM2. We used model-based standardization to estimate risk differences (RD) and 95% confidence intervals (CI). We assessed whether the presence of Bacteroides markers were modifiers of the association between general Enterococcus and illness among swimmers using interaction contrast. Results Overall we observed inconsistent associations between the presence of Bacteroides markers and illness. There was a pattern of increased risks of gastrointestinal (RD = 1.9%; 95% CI: 0.1%, 3.7%), diarrheal (RD = 1.3%; 95% CI: -0.2%, 2.7%), and respiratory illnesses (RD = 1.1%; 95% CI: -0.2%, 2.5%) associated with BsteriF1. There was no evidence that Bacteroides markers acted as modifiers of Enterococcus and illness. Patterns were similar when stratified by water matrix. Conclusions Quantitative measures of fecal pollution using Bacteroides, rather than presence-absence indicators, may be necessary to accurately assess human risk specific to the presence of human fecal pollution.
topic Recreational water quality
Fecal indicator bacteria
Gastrointestinal illness
Diarrhea
Respiratory illness
Microbial source tracking
url http://link.springer.com/article/10.1186/s12940-017-0308-3
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