Performance of viral and bacterial genetic markers for sewage pollution tracking in tropical Thailand

Identifying sewage contamination via microbial source tracking (MST) marker genes has proven useful for effective water quality management worldwide; however, performance evaluations for these marker genes in tropical areas are limited. Therefore, this research evaluated four human-associated MST ma...

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Main Authors: Watsawan Sangkaew, Akechai Kongprajug, Natcha Chyerochana, Warish Ahmed, Surapong Rattanakul, Thammanitchpol Denpetkul, Skorn Mongkolsuk, Kwanrawee Sirikanchana
Other Authors: Chulabhorn Research Institute
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Published: 2022
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Online Access:https://repository.li.mahidol.ac.th/handle/123456789/76959
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spelling th-mahidol.769592022-08-04T15:42:20Z Performance of viral and bacterial genetic markers for sewage pollution tracking in tropical Thailand Watsawan Sangkaew Akechai Kongprajug Natcha Chyerochana Warish Ahmed Surapong Rattanakul Thammanitchpol Denpetkul Skorn Mongkolsuk Kwanrawee Sirikanchana Chulabhorn Research Institute CSIRO Land and Water Mahidol University King Mongkut's University of Technology Thonburi Ministry of Higher Education, Science, Research and Innovation Engineering Environmental Science Identifying sewage contamination via microbial source tracking (MST) marker genes has proven useful for effective water quality management worldwide; however, performance evaluations for these marker genes in tropical areas are limited. Therefore, this research evaluated four human-associated MST marker genes (human polyomaviruses (JC and BK viruses [HPyVs]), bacteriophage crAssphage (CPQ_056), Lachnospiraceae Lachno3, and Bacteroides BacV6-21) for tracking sewage pollution in aquatic environments of Thailand. The viral marker genes, HPyV and crAssphage were highly sensitive and specific to sewage from onsite wastewater treatment plants (OWTPs; n = 19), with no cross-detection in 120 composite swine, cattle, chicken, duck, goat, sheep, and buffalo fecal samples. The bacterial marker genes, Lachno3 and BacV6-21, demonstrated high sensitivity but moderate specificity; however, using both markers could improve specificity to >0.80 (max value of 1.00). The most abundant markers in OWTP samples were Lachno3 and BacV6-21 (5.42–8.02 and nondetect–8.05 log10 copies/100 mL), crAssphage (5.28–7.38 log10 copies/100 mL), and HPyVs (3.66–6.53 log10 copies/100 mL), respectively. Due to their increased specificity, the abundance of viral markers were further investigated in environmental waters, in which HPyVs showed greater levels (up to 4.33 log10 copies/100 mL) and greater detection rates (92.7%) in two coastal beaches (n = 41) than crAssphage (up to 3.51 log10 copies/100 mL and 56.1%). HPyVs were also found at slightly lower levels (up to 5.10 log10 copies/100 mL), but at higher detection rates (92.6%), in a freshwater canal (n = 27) than crAssphage (up to 5.21 log10 copies/100 mL and 88.9%). HPyVs and crAssphage marker genes were identified as highly sensitive and specific for tracking sewage pollution in aquatic environments of Thailand. This study underlines the importance of characterizing and validating MST markers in host groups and environmental waters before including them in a water quality management toolbox. 2022-08-04T08:36:42Z 2022-08-04T08:36:42Z 2021-02-15 Article Water Research. Vol.190, (2021) 10.1016/j.watres.2020.116706 18792448 00431354 2-s2.0-85097634435 https://repository.li.mahidol.ac.th/handle/123456789/76959 Mahidol University SCOPUS https://www.scopus.com/inward/record.uri?partnerID=HzOxMe3b&scp=85097634435&origin=inward
institution Mahidol University
building Mahidol University Library
continent Asia
country Thailand
Thailand
content_provider Mahidol University Library
collection Mahidol University Institutional Repository
topic Engineering
Environmental Science
spellingShingle Engineering
Environmental Science
Watsawan Sangkaew
Akechai Kongprajug
Natcha Chyerochana
Warish Ahmed
Surapong Rattanakul
Thammanitchpol Denpetkul
Skorn Mongkolsuk
Kwanrawee Sirikanchana
Performance of viral and bacterial genetic markers for sewage pollution tracking in tropical Thailand
description Identifying sewage contamination via microbial source tracking (MST) marker genes has proven useful for effective water quality management worldwide; however, performance evaluations for these marker genes in tropical areas are limited. Therefore, this research evaluated four human-associated MST marker genes (human polyomaviruses (JC and BK viruses [HPyVs]), bacteriophage crAssphage (CPQ_056), Lachnospiraceae Lachno3, and Bacteroides BacV6-21) for tracking sewage pollution in aquatic environments of Thailand. The viral marker genes, HPyV and crAssphage were highly sensitive and specific to sewage from onsite wastewater treatment plants (OWTPs; n = 19), with no cross-detection in 120 composite swine, cattle, chicken, duck, goat, sheep, and buffalo fecal samples. The bacterial marker genes, Lachno3 and BacV6-21, demonstrated high sensitivity but moderate specificity; however, using both markers could improve specificity to >0.80 (max value of 1.00). The most abundant markers in OWTP samples were Lachno3 and BacV6-21 (5.42–8.02 and nondetect–8.05 log10 copies/100 mL), crAssphage (5.28–7.38 log10 copies/100 mL), and HPyVs (3.66–6.53 log10 copies/100 mL), respectively. Due to their increased specificity, the abundance of viral markers were further investigated in environmental waters, in which HPyVs showed greater levels (up to 4.33 log10 copies/100 mL) and greater detection rates (92.7%) in two coastal beaches (n = 41) than crAssphage (up to 3.51 log10 copies/100 mL and 56.1%). HPyVs were also found at slightly lower levels (up to 5.10 log10 copies/100 mL), but at higher detection rates (92.6%), in a freshwater canal (n = 27) than crAssphage (up to 5.21 log10 copies/100 mL and 88.9%). HPyVs and crAssphage marker genes were identified as highly sensitive and specific for tracking sewage pollution in aquatic environments of Thailand. This study underlines the importance of characterizing and validating MST markers in host groups and environmental waters before including them in a water quality management toolbox.
author2 Chulabhorn Research Institute
author_facet Chulabhorn Research Institute
Watsawan Sangkaew
Akechai Kongprajug
Natcha Chyerochana
Warish Ahmed
Surapong Rattanakul
Thammanitchpol Denpetkul
Skorn Mongkolsuk
Kwanrawee Sirikanchana
format Article
author Watsawan Sangkaew
Akechai Kongprajug
Natcha Chyerochana
Warish Ahmed
Surapong Rattanakul
Thammanitchpol Denpetkul
Skorn Mongkolsuk
Kwanrawee Sirikanchana
author_sort Watsawan Sangkaew
title Performance of viral and bacterial genetic markers for sewage pollution tracking in tropical Thailand
title_short Performance of viral and bacterial genetic markers for sewage pollution tracking in tropical Thailand
title_full Performance of viral and bacterial genetic markers for sewage pollution tracking in tropical Thailand
title_fullStr Performance of viral and bacterial genetic markers for sewage pollution tracking in tropical Thailand
title_full_unstemmed Performance of viral and bacterial genetic markers for sewage pollution tracking in tropical Thailand
title_sort performance of viral and bacterial genetic markers for sewage pollution tracking in tropical thailand
publishDate 2022
url https://repository.li.mahidol.ac.th/handle/123456789/76959
_version_ 1763490624415203328