Cargando…
Integrating microbial source tracking with quantitative microbial risk assessment to evaluate site specific risk based thresholds at two South Florida beaches
Quantitative microbial risk assessment (QMRA) can be used to evaluate health risks associated with recreational beach use. This study developed a site-specific risk assessment using a novel approach that combined quantitative PCR-based measurement of microbial source tracking (MST) genetic markers (...
Autores principales: | , , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2023
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10602684/ https://www.ncbi.nlm.nih.gov/pubmed/37901823 http://dx.doi.org/10.3389/fmicb.2023.1210192 |
_version_ | 1785126435487219712 |
---|---|
author | Gitter, Anna Gidley, Maribeth Mena, Kristina D. Ferguson, Alesia Sinigalliano, Christopher Bonacolta, Anthony Solo-Gabriele, Helena |
author_facet | Gitter, Anna Gidley, Maribeth Mena, Kristina D. Ferguson, Alesia Sinigalliano, Christopher Bonacolta, Anthony Solo-Gabriele, Helena |
author_sort | Gitter, Anna |
collection | PubMed |
description | Quantitative microbial risk assessment (QMRA) can be used to evaluate health risks associated with recreational beach use. This study developed a site-specific risk assessment using a novel approach that combined quantitative PCR-based measurement of microbial source tracking (MST) genetic markers (human, dog, and gull fecal bacteria) with a QMRA analysis of potential pathogen risk. Water samples (n = 24) from two recreational beaches were collected and analyzed for MST markers as part of a broader Beach Exposure And Child Health Study that examined child behavior interactions with the beach environment. We report here the measurements of fecal bacteria MST markers in the environmental DNA extracts of those samples and a QMRA analysis of potential health risks utilizing the results from the MST measurements in the water samples. Human-specific Bacteroides was enumerated by the HF183 Taqman qPCR assay, gull-specific Catellicoccus was enumerated by the Gull2 qPCR assay, and dog-specific Bacteroides was enumerated by the DogBact qPCR assay. Derived reference pathogen doses, calculated from the MST marker concentrations detected in recreational waters, were used to estimate the risk of gastrointestinal illness for both children and adults. Dose–response equations were used to estimate the probability of the risk of infection (P(inf)) per a swimming exposure event. Based on the QMRA simulations presented in this study, the GI risk from swimming or playing in water containing a mixture of human and non-human fecal sources appear to be primarily driven by the human fecal source. However, the estimated median GI health risk for both beaches never exceeded the U.S. EPA risk threshold of 32 illnesses per 1,000 recreation events. Our research suggests that utilizing QMRA together with MST can further extend our understanding of potential recreational bather risk by identifying the source contributing the greatest risk in a particular location, therefore informing beach management responses and decision-making. |
format | Online Article Text |
id | pubmed-10602684 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-106026842023-10-27 Integrating microbial source tracking with quantitative microbial risk assessment to evaluate site specific risk based thresholds at two South Florida beaches Gitter, Anna Gidley, Maribeth Mena, Kristina D. Ferguson, Alesia Sinigalliano, Christopher Bonacolta, Anthony Solo-Gabriele, Helena Front Microbiol Microbiology Quantitative microbial risk assessment (QMRA) can be used to evaluate health risks associated with recreational beach use. This study developed a site-specific risk assessment using a novel approach that combined quantitative PCR-based measurement of microbial source tracking (MST) genetic markers (human, dog, and gull fecal bacteria) with a QMRA analysis of potential pathogen risk. Water samples (n = 24) from two recreational beaches were collected and analyzed for MST markers as part of a broader Beach Exposure And Child Health Study that examined child behavior interactions with the beach environment. We report here the measurements of fecal bacteria MST markers in the environmental DNA extracts of those samples and a QMRA analysis of potential health risks utilizing the results from the MST measurements in the water samples. Human-specific Bacteroides was enumerated by the HF183 Taqman qPCR assay, gull-specific Catellicoccus was enumerated by the Gull2 qPCR assay, and dog-specific Bacteroides was enumerated by the DogBact qPCR assay. Derived reference pathogen doses, calculated from the MST marker concentrations detected in recreational waters, were used to estimate the risk of gastrointestinal illness for both children and adults. Dose–response equations were used to estimate the probability of the risk of infection (P(inf)) per a swimming exposure event. Based on the QMRA simulations presented in this study, the GI risk from swimming or playing in water containing a mixture of human and non-human fecal sources appear to be primarily driven by the human fecal source. However, the estimated median GI health risk for both beaches never exceeded the U.S. EPA risk threshold of 32 illnesses per 1,000 recreation events. Our research suggests that utilizing QMRA together with MST can further extend our understanding of potential recreational bather risk by identifying the source contributing the greatest risk in a particular location, therefore informing beach management responses and decision-making. Frontiers Media S.A. 2023-10-12 /pmc/articles/PMC10602684/ /pubmed/37901823 http://dx.doi.org/10.3389/fmicb.2023.1210192 Text en Copyright © 2023 Gitter, Gidley, Mena, Ferguson, Sinigalliano, Bonacolta and Solo-Gabriele. https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms. |
spellingShingle | Microbiology Gitter, Anna Gidley, Maribeth Mena, Kristina D. Ferguson, Alesia Sinigalliano, Christopher Bonacolta, Anthony Solo-Gabriele, Helena Integrating microbial source tracking with quantitative microbial risk assessment to evaluate site specific risk based thresholds at two South Florida beaches |
title | Integrating microbial source tracking with quantitative microbial risk assessment to evaluate site specific risk based thresholds at two South Florida beaches |
title_full | Integrating microbial source tracking with quantitative microbial risk assessment to evaluate site specific risk based thresholds at two South Florida beaches |
title_fullStr | Integrating microbial source tracking with quantitative microbial risk assessment to evaluate site specific risk based thresholds at two South Florida beaches |
title_full_unstemmed | Integrating microbial source tracking with quantitative microbial risk assessment to evaluate site specific risk based thresholds at two South Florida beaches |
title_short | Integrating microbial source tracking with quantitative microbial risk assessment to evaluate site specific risk based thresholds at two South Florida beaches |
title_sort | integrating microbial source tracking with quantitative microbial risk assessment to evaluate site specific risk based thresholds at two south florida beaches |
topic | Microbiology |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10602684/ https://www.ncbi.nlm.nih.gov/pubmed/37901823 http://dx.doi.org/10.3389/fmicb.2023.1210192 |
work_keys_str_mv | AT gitteranna integratingmicrobialsourcetrackingwithquantitativemicrobialriskassessmenttoevaluatesitespecificriskbasedthresholdsattwosouthfloridabeaches AT gidleymaribeth integratingmicrobialsourcetrackingwithquantitativemicrobialriskassessmenttoevaluatesitespecificriskbasedthresholdsattwosouthfloridabeaches AT menakristinad integratingmicrobialsourcetrackingwithquantitativemicrobialriskassessmenttoevaluatesitespecificriskbasedthresholdsattwosouthfloridabeaches AT fergusonalesia integratingmicrobialsourcetrackingwithquantitativemicrobialriskassessmenttoevaluatesitespecificriskbasedthresholdsattwosouthfloridabeaches AT sinigallianochristopher integratingmicrobialsourcetrackingwithquantitativemicrobialriskassessmenttoevaluatesitespecificriskbasedthresholdsattwosouthfloridabeaches AT bonacoltaanthony integratingmicrobialsourcetrackingwithquantitativemicrobialriskassessmenttoevaluatesitespecificriskbasedthresholdsattwosouthfloridabeaches AT sologabrielehelena integratingmicrobialsourcetrackingwithquantitativemicrobialriskassessmenttoevaluatesitespecificriskbasedthresholdsattwosouthfloridabeaches |