Health Risks to Communities and Athletes Associated with Swimming, Wading, and Sailing in Water Bodies of Brazil’s Guanabara Bay Basin
Guanabara Bay has been known to be polluted with trash and sewage from the surrounding areas, but health risks from recreational contact with water in the basin have not been well characterized. In this paper, fecal indicator bacteria (FIB) monitoring data are used to predict risks in three differen...
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description | Guanabara Bay has been known to be polluted with trash and sewage from the surrounding areas, but health risks from recreational contact with water in the basin have not been well characterized. In this paper, fecal indicator bacteria (FIB) monitoring data are used to predict risks in three different exposure scenarios: (1) bathing in freshwater rivers that discharge into Guanabara Bay, (2) wading in these freshwater rivers, and (3) sailing in Guanabara Bay. Concentrations of indicator bacteria in river samples were measured directly, and concentrations of indicator bacteria in bay samples were sourced from publicly available government data sets. Ratios between pathogens and fecal indicator concentrations were used to estimate risks for five selected pathogens based on the indicator concentrations. The median risk of disease estimated from E. coli indicator concentrations was 1.0, 9.9 × 10−1 and 8.2 × 10−4 for the swimming, wading, and sailing exposure pathways, respectively. Risks estimates based on concentrations of the enterococci indicator bacteria in the sailing exposure scenario were comparable, at 3.4 × 10−4. The sum of total risk estimated from the five selected pathogens was 5.9 × 10−1, 3.6 × 10−1, and 1.0 × 10−3 for the swimming, wading, and sailing exposure pathways, respectively. Estimated risks of swimming and wading in the rivers far exceeded risks associated with U.S. recreational contact standards, while estimated risks for sailing in the bay were well below these risk guidelines. The 95th percentile of the sailing risk was estimated to exceed the U.S. recreational contact risk level. This paper exemplifies an approach to conducting quantitative microbial risk assessments when only fecal indicator bacteria data are available. Context-specific data on the relevant exposure routes, exposure frequency, and site-specific indicator: pathogen ratios were lacking, which ultimately led to uncertainty in the model. This study is intended to provide a framework for estimating GI risk based on fecal indicator concentrations while acknowledging that the substantial variation in indicator:pathogen ratios make the results of such efforts uncertain. |
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In this paper, fecal indicator bacteria (FIB) monitoring data are used to predict risks in three different exposure scenarios: (1) bathing in freshwater rivers that discharge into Guanabara Bay, (2) wading in these freshwater rivers, and (3) sailing in Guanabara Bay. Concentrations of indicator bacteria in river samples were measured directly, and concentrations of indicator bacteria in bay samples were sourced from publicly available government data sets. Ratios between pathogens and fecal indicator concentrations were used to estimate risks for five selected pathogens based on the indicator concentrations. The median risk of disease estimated from E. coli indicator concentrations was 1.0, 9.9 × 10−1 and 8.2 × 10−4 for the swimming, wading, and sailing exposure pathways, respectively. Risks estimates based on concentrations of the enterococci indicator bacteria in the sailing exposure scenario were comparable, at 3.4 × 10−4. The sum of total risk estimated from the five selected pathogens was 5.9 × 10−1, 3.6 × 10−1, and 1.0 × 10−3 for the swimming, wading, and sailing exposure pathways, respectively. Estimated risks of swimming and wading in the rivers far exceeded risks associated with U.S. recreational contact standards, while estimated risks for sailing in the bay were well below these risk guidelines. The 95th percentile of the sailing risk was estimated to exceed the U.S. recreational contact risk level. This paper exemplifies an approach to conducting quantitative microbial risk assessments when only fecal indicator bacteria data are available. Context-specific data on the relevant exposure routes, exposure frequency, and site-specific indicator: pathogen ratios were lacking, which ultimately led to uncertainty in the model. This study is intended to provide a framework for estimating GI risk based on fecal indicator concentrations while acknowledging that the substantial variation in indicator:pathogen ratios make the results of such efforts uncertain.</description><identifier>ISSN: 2073-4441</identifier><identifier>EISSN: 2073-4441</identifier><identifier>DOI: 10.3390/w15142509</identifier><language>eng</language><publisher>Basel: MDPI AG</publisher><subject>Bacteria ; Drinking water ; E coli ; Estimates ; Feces ; Health aspects ; Illnesses ; Indicator organisms ; Low income groups ; Olympic games ; Pathogens ; Recreation ; Risk assessment ; Sailing ; Sanitation ; Swimming ; Water quality</subject><ispartof>Water (Basel), 2023-07, Vol.15 (14), p.2509</ispartof><rights>COPYRIGHT 2023 MDPI AG</rights><rights>2023 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/). 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In this paper, fecal indicator bacteria (FIB) monitoring data are used to predict risks in three different exposure scenarios: (1) bathing in freshwater rivers that discharge into Guanabara Bay, (2) wading in these freshwater rivers, and (3) sailing in Guanabara Bay. Concentrations of indicator bacteria in river samples were measured directly, and concentrations of indicator bacteria in bay samples were sourced from publicly available government data sets. Ratios between pathogens and fecal indicator concentrations were used to estimate risks for five selected pathogens based on the indicator concentrations. The median risk of disease estimated from E. coli indicator concentrations was 1.0, 9.9 × 10−1 and 8.2 × 10−4 for the swimming, wading, and sailing exposure pathways, respectively. Risks estimates based on concentrations of the enterococci indicator bacteria in the sailing exposure scenario were comparable, at 3.4 × 10−4. The sum of total risk estimated from the five selected pathogens was 5.9 × 10−1, 3.6 × 10−1, and 1.0 × 10−3 for the swimming, wading, and sailing exposure pathways, respectively. Estimated risks of swimming and wading in the rivers far exceeded risks associated with U.S. recreational contact standards, while estimated risks for sailing in the bay were well below these risk guidelines. The 95th percentile of the sailing risk was estimated to exceed the U.S. recreational contact risk level. This paper exemplifies an approach to conducting quantitative microbial risk assessments when only fecal indicator bacteria data are available. Context-specific data on the relevant exposure routes, exposure frequency, and site-specific indicator: pathogen ratios were lacking, which ultimately led to uncertainty in the model. This study is intended to provide a framework for estimating GI risk based on fecal indicator concentrations while acknowledging that the substantial variation in indicator:pathogen ratios make the results of such efforts uncertain.</description><subject>Bacteria</subject><subject>Drinking water</subject><subject>E coli</subject><subject>Estimates</subject><subject>Feces</subject><subject>Health aspects</subject><subject>Illnesses</subject><subject>Indicator organisms</subject><subject>Low income groups</subject><subject>Olympic games</subject><subject>Pathogens</subject><subject>Recreation</subject><subject>Risk assessment</subject><subject>Sailing</subject><subject>Sanitation</subject><subject>Swimming</subject><subject>Water quality</subject><issn>2073-4441</issn><issn>2073-4441</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2023</creationdate><recordtype>article</recordtype><sourceid>ABUWG</sourceid><sourceid>AFKRA</sourceid><sourceid>AZQEC</sourceid><sourceid>BENPR</sourceid><sourceid>CCPQU</sourceid><sourceid>DWQXO</sourceid><recordid>eNpNUcFKAzEQXUTBUnvwDwKeBFuTzW53c2yLtkJBsAWPy2ySbVN3k5pkKfXk0V_w9_wSUyviDMObGd57c5gouiR4QCnDtzuSkiROMTuJOjHOaD9JEnL6rz-Pes5tcIiE5XmKO9HHTELt1-hJuReHvEET0zStVl5Jh0ALNPLrWvowjJwzXIGXAu1UUCx2qmmUXt2gZxA_eKAvQNVhQEqHtZcWjY04WJkKjS28qfrr_dOhaQsaSrCAxrAP5ZS-iM4qqJ3s_WI3Wt7fLSez_vxx-jAZzfucUuL7Oa8olBkGCgRSXGZMMlEBw6xkFZScUZ4NhWB8yIiAPNCxHKYMS44FLUvaja6OtltrXlvpfLExrdXhYhHnCSVxSkgcWIMjawW1LJSujLfAQwrZKG60rFTYj7KUxTRLMxYE10cBt8Y5K6tia1UDdl8QXBx-U_z9hn4DYIyCeQ</recordid><startdate>20230701</startdate><enddate>20230701</enddate><creator>Sklar, Rachel</creator><creator>Chabrelie, Alexander E.</creator><creator>Carreira, Renato S.</creator><creator>Gurian, Patrick L.</creator><creator>Mitchell, Jade</creator><general>MDPI AG</general><scope>AAYXX</scope><scope>CITATION</scope><scope>ABUWG</scope><scope>AFKRA</scope><scope>AZQEC</scope><scope>BENPR</scope><scope>CCPQU</scope><scope>DWQXO</scope><scope>PIMPY</scope><scope>PQEST</scope><scope>PQQKQ</scope><scope>PQUKI</scope><scope>PRINS</scope><orcidid>https://orcid.org/0000-0003-2199-4190</orcidid><orcidid>https://orcid.org/0000-0001-8574-9456</orcidid><orcidid>https://orcid.org/0000-0002-1308-6611</orcidid><orcidid>https://orcid.org/0000-0001-7456-9740</orcidid></search><sort><creationdate>20230701</creationdate><title>Health Risks to Communities and Athletes Associated with Swimming, Wading, and Sailing in Water Bodies of Brazil’s Guanabara Bay Basin</title><author>Sklar, Rachel ; Chabrelie, Alexander E. ; Carreira, Renato S. ; Gurian, Patrick L. ; Mitchell, Jade</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c331t-8cf3ab70a3a1a50b79e9dfa909b9fabc93c76dd9c691da88cf0e6590ec0d3bb3</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2023</creationdate><topic>Bacteria</topic><topic>Drinking water</topic><topic>E coli</topic><topic>Estimates</topic><topic>Feces</topic><topic>Health aspects</topic><topic>Illnesses</topic><topic>Indicator organisms</topic><topic>Low income groups</topic><topic>Olympic games</topic><topic>Pathogens</topic><topic>Recreation</topic><topic>Risk assessment</topic><topic>Sailing</topic><topic>Sanitation</topic><topic>Swimming</topic><topic>Water quality</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Sklar, Rachel</creatorcontrib><creatorcontrib>Chabrelie, Alexander E.</creatorcontrib><creatorcontrib>Carreira, Renato S.</creatorcontrib><creatorcontrib>Gurian, Patrick L.</creatorcontrib><creatorcontrib>Mitchell, Jade</creatorcontrib><collection>CrossRef</collection><collection>ProQuest Central (Alumni Edition)</collection><collection>ProQuest Central UK/Ireland</collection><collection>ProQuest Central Essentials</collection><collection>ProQuest Central</collection><collection>ProQuest One Community College</collection><collection>ProQuest Central Korea</collection><collection>Publicly Available Content Database</collection><collection>ProQuest One Academic Eastern Edition (DO NOT USE)</collection><collection>ProQuest One Academic</collection><collection>ProQuest One Academic UKI Edition</collection><collection>ProQuest Central China</collection><jtitle>Water (Basel)</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Sklar, Rachel</au><au>Chabrelie, Alexander E.</au><au>Carreira, Renato S.</au><au>Gurian, Patrick L.</au><au>Mitchell, Jade</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Health Risks to Communities and Athletes Associated with Swimming, Wading, and Sailing in Water Bodies of Brazil’s Guanabara Bay Basin</atitle><jtitle>Water (Basel)</jtitle><date>2023-07-01</date><risdate>2023</risdate><volume>15</volume><issue>14</issue><spage>2509</spage><pages>2509-</pages><issn>2073-4441</issn><eissn>2073-4441</eissn><abstract>Guanabara Bay has been known to be polluted with trash and sewage from the surrounding areas, but health risks from recreational contact with water in the basin have not been well characterized. In this paper, fecal indicator bacteria (FIB) monitoring data are used to predict risks in three different exposure scenarios: (1) bathing in freshwater rivers that discharge into Guanabara Bay, (2) wading in these freshwater rivers, and (3) sailing in Guanabara Bay. Concentrations of indicator bacteria in river samples were measured directly, and concentrations of indicator bacteria in bay samples were sourced from publicly available government data sets. Ratios between pathogens and fecal indicator concentrations were used to estimate risks for five selected pathogens based on the indicator concentrations. The median risk of disease estimated from E. coli indicator concentrations was 1.0, 9.9 × 10−1 and 8.2 × 10−4 for the swimming, wading, and sailing exposure pathways, respectively. Risks estimates based on concentrations of the enterococci indicator bacteria in the sailing exposure scenario were comparable, at 3.4 × 10−4. The sum of total risk estimated from the five selected pathogens was 5.9 × 10−1, 3.6 × 10−1, and 1.0 × 10−3 for the swimming, wading, and sailing exposure pathways, respectively. Estimated risks of swimming and wading in the rivers far exceeded risks associated with U.S. recreational contact standards, while estimated risks for sailing in the bay were well below these risk guidelines. The 95th percentile of the sailing risk was estimated to exceed the U.S. recreational contact risk level. This paper exemplifies an approach to conducting quantitative microbial risk assessments when only fecal indicator bacteria data are available. Context-specific data on the relevant exposure routes, exposure frequency, and site-specific indicator: pathogen ratios were lacking, which ultimately led to uncertainty in the model. This study is intended to provide a framework for estimating GI risk based on fecal indicator concentrations while acknowledging that the substantial variation in indicator:pathogen ratios make the results of such efforts uncertain.</abstract><cop>Basel</cop><pub>MDPI AG</pub><doi>10.3390/w15142509</doi><orcidid>https://orcid.org/0000-0003-2199-4190</orcidid><orcidid>https://orcid.org/0000-0001-8574-9456</orcidid><orcidid>https://orcid.org/0000-0002-1308-6611</orcidid><orcidid>https://orcid.org/0000-0001-7456-9740</orcidid><oa>free_for_read</oa></addata></record> |
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subjects | Bacteria Drinking water E coli Estimates Feces Health aspects Illnesses Indicator organisms Low income groups Olympic games Pathogens Recreation Risk assessment Sailing Sanitation Swimming Water quality |
title | Health Risks to Communities and Athletes Associated with Swimming, Wading, and Sailing in Water Bodies of Brazil’s Guanabara Bay Basin |
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