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Chen H, Ng C, Tran NH, Haller L, Goh SG, Charles FR, Wu Z, Lim JX, Gin KYH. Removal efficiency of antibiotic residues, antibiotic resistant bacteria, and genes across parallel secondary settling tank and membrane bioreactor treatment trains in a water reclamation plant. Sci Total Environ 2024; 924:171723. [PMID: 38492595 DOI: 10.1016/j.scitotenv.2024.171723] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/07/2023] [Revised: 02/07/2024] [Accepted: 03/12/2024] [Indexed: 03/18/2024]
Abstract
Antimicrobial resistance is recognized as a potent threat to human health. Wastewater treatment facilities are viewed as hotspots for the spread of antimicrobial resistance. This study provides comprehensive data on the occurrences of 3 different antibiotic resistant opportunistic pathogens (with resistance to up to 5 antibiotics), 13 antibiotic resistant genes and intI1, and 22 different antimicrobial residues in a large water reclamation plant (176 million gallons per day) that runs a conventional Modified Ludzack-Ettinger (MLE) reactor followed by a secondary settling tank (SST) and membrane bioreactor (MBR) in parallel. All the antibiotic resistant bacteria and most of the antibiotic resistance genes were present in the raw influent, ranging from 2.5 × 102-3.7 × 106 CFU/mL and 1.2× 10-1-6.5 × 1010 GCN/mL, respectively. MBR outperformed the SST system in terms of ARB removal as the ARB targets were largely undetected in MBR effluent, with log removals ranging from 2.7 to 6.8, while SST only had log removals ranging from 0.27 to 4.6. Most of the ARG concentrations were found to have significantly higher in SST effluent than MBR permeate, and MBR had significantly higher removal efficiency for most targets (p < 0.05) except for sul1, sul2, blaOXA48, intI1 and 16S rRNA genes (p > 0.05). As for the antibiotic residues (AR), there was no significant removal from the start to the end of the treatment process, although MBR had higher removal efficiencies for azithromycin, chloramphenicol, erythromycin, erythromycin-H2O, lincomycin, sulfamethoxazole and triclosan, compared to the SST system. In conclusion, MBR outperformed SST in terms of ARB and ARGs removal. However low removal efficiencies of most AR targets were apparent.
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Affiliation(s)
- Hongjie Chen
- Antimicrobial Resistance Interdisciplinary Research Group, Singapore-MIT Alliance for Research and Technology, 1 Create Way, Singapore 138602, Singapore
| | - Charmaine Ng
- NUS Environmental Research Institute (NERI), National University of Singapore, T-Lab Building (#02-01), 5A Engineering Drive 1, Singapore 117411, Singapore
| | - Ngoc Han Tran
- NUS Environmental Research Institute (NERI), National University of Singapore, T-Lab Building (#02-01), 5A Engineering Drive 1, Singapore 117411, Singapore
| | - Laurence Haller
- NUS Environmental Research Institute (NERI), National University of Singapore, T-Lab Building (#02-01), 5A Engineering Drive 1, Singapore 117411, Singapore
| | - Shin Giek Goh
- NUS Environmental Research Institute (NERI), National University of Singapore, T-Lab Building (#02-01), 5A Engineering Drive 1, Singapore 117411, Singapore
| | - Francis Rathinam Charles
- NUS Environmental Research Institute (NERI), National University of Singapore, T-Lab Building (#02-01), 5A Engineering Drive 1, Singapore 117411, Singapore
| | - Zhixin Wu
- NUS Environmental Research Institute (NERI), National University of Singapore, T-Lab Building (#02-01), 5A Engineering Drive 1, Singapore 117411, Singapore
| | - Jit Xin Lim
- NUS Environmental Research Institute (NERI), National University of Singapore, T-Lab Building (#02-01), 5A Engineering Drive 1, Singapore 117411, Singapore
| | - Karina Yew-Hoong Gin
- NUS Environmental Research Institute (NERI), National University of Singapore, T-Lab Building (#02-01), 5A Engineering Drive 1, Singapore 117411, Singapore; Department of Civil & Environmental Engineering, National University of Singapore, Block E1A-07-03, 1 Engineering Drive 2, 117576, Singapore.
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2
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Yang J, Xiang J, Goh SG, Xie Y, Nam OC, Gin KYH, He Y. Food waste compost and digestate as novel fertilizers: Impacts on antibiotic resistome and potential risks in a soil-vegetable system. Sci Total Environ 2024; 923:171346. [PMID: 38438039 DOI: 10.1016/j.scitotenv.2024.171346] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/25/2023] [Revised: 02/26/2024] [Accepted: 02/27/2024] [Indexed: 03/06/2024]
Abstract
As a novel agricultural practice, the reuse of food waste compost and digestate as fertilizers leads to a circular economy, but inevitably introduces bio-contaminants such as antibiotic resistance genes (ARGs) into the agroecosystem. Moreover, heavy metal and antibiotic contamination in farmland soil may exert selective pressures on the evolution of ARGs, posing threats to human health. This study investigated the fate, influencing mechanisms and potential risks of ARGs in a soil-vegetable system under different food waste fertilization and remediation treatments and soil contamination conditions. Application of food waste fertilizers significantly promoted the pakchoi growth, but resulted in the spread of ARGs from fertilizers to pakchoi. A total of 56, 80, 84, 41, and 73 ARGs, mobile genetic elements (MGEs) and metal resistance genes (MRGs) were detected in the rhizosphere soil (RS), bulk soil (BS), control soil (CS), root endophytes (RE), and leaf endophytes (LE), respectively. Notably, 7 genes were shared in the above five subgroups, indicating a specific soil-root-endophytes transmission pathway. 36 genes were uniquely detected in the LE, which may originate from airborne ARGs. The combined application of biochar and fertilizers reduced the occurrence of ARGs and MGEs to some extent, showing the remediation effect of biochar. The average abundance of ARGs in the RS, BS and CS was 3.15 × 10-2, 1.31 × 10-2 and 2.35 × 10-1, respectively. Rhizosphere effects may reduce the abundance of ARGs in soil. The distribution pattern of ARGs was influenced by the types of soil, endophyte and contaminant. MGEs is the key driver shaping ARGs dynamics. Soil properties and pakchoi growth status may affect the bacterial composition, and consequently regulate ARGs fate, while endophytic ARGs were more impacted by biotic factors. Moreover, the average daily doses of ARGs from pakchoi consumption is 107-109 copies/d/kg, and its potential health risks should be emphasized.
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Affiliation(s)
- Jun Yang
- School of Environmental Science and Engineering, Shanghai Jiao Tong University, Shanghai 200240, China; Department of Civil and Environmental Engineering, National University of Singapore, 117576, Singapore
| | - Jinyi Xiang
- School of Medicine, Shanghai Jiao Tong University, Shanghai 200025, China
| | - Shin Giek Goh
- NUS Environmental Research Institute, National University of Singapore, Singapore 117411, Singapore
| | - Yu Xie
- School of Environmental Science and Engineering, Shanghai Jiao Tong University, Shanghai 200240, China
| | - Ong Choon Nam
- NUS Environmental Research Institute, National University of Singapore, Singapore 117411, Singapore
| | - Karina Yew-Hoong Gin
- Department of Civil and Environmental Engineering, National University of Singapore, 117576, Singapore; NUS Environmental Research Institute, National University of Singapore, Singapore 117411, Singapore
| | - Yiliang He
- School of Environmental Science and Engineering, Shanghai Jiao Tong University, Shanghai 200240, China; China-UK Low Carbon College, Shanghai Jiao Tong University, Shanghai 201306, China.
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3
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Tong X, Goh SG, Mohapatra S, Tran NH, You L, Zhang J, He Y, Gin KYH. Predicting Antibiotic Resistance and Assessing the Risk Burden from Antibiotics: A Holistic Modeling Framework in a Tropical Reservoir. Environ Sci Technol 2024; 58:6781-6792. [PMID: 38560895 PMCID: PMC11025116 DOI: 10.1021/acs.est.3c10467] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/12/2023] [Revised: 03/15/2024] [Accepted: 03/19/2024] [Indexed: 04/04/2024]
Abstract
Predicting the hotspots of antimicrobial resistance (AMR) in aquatics is crucial for managing associated risks. We developed an integrated modeling framework toward predicting the spatiotemporal abundance of antibiotics, indicator bacteria, and their corresponding antibiotic-resistant bacteria (ARB), as well as assessing the potential AMR risks to the aquatic ecosystem in a tropical reservoir. Our focus was on two antibiotics, sulfamethoxazole (SMX) and trimethoprim (TMP), and on Escherichia coli (E. coli) and its variant resistant to sulfamethoxazole-trimethoprim (EC_SXT). We validated the predictive model using withheld data, with all Nash-Sutcliffe efficiency (NSE) values above 0.79, absolute relative difference (ARD) less than 25%, and coefficient of determination (R2) greater than 0.800 for the modeled targets. Predictions indicated concentrations of 1-15 ng/L for SMX, 0.5-5 ng/L for TMP, and 0 to 5 (log10 MPN/100 mL) for E. coli and -1.1 to 3.5 (log10 CFU/100 mL) for EC_SXT. Risk assessment suggested that the predicted TMP could pose a higher risk of AMR development than SMX, but SMX could possess a higher ecological risk. The study lays down a hybrid modeling framework for integrating a statistic model with a process-based model to predict AMR in a holistic manner, thus facilitating the development of a better risk management framework.
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Affiliation(s)
- Xuneng Tong
- Department
of Civil & Environmental Engineering, National University of Singapore, 1 Engineering Drive 2, Singapore 117576, Singapore
- NUS
Environmental Research Institute, National
University of Singapore, 1 Create way, Create Tower, #15-02, Singapore 138602, Singapore
| | - Shin Giek Goh
- NUS
Environmental Research Institute, National
University of Singapore, 1 Create way, Create Tower, #15-02, Singapore 138602, Singapore
| | - Sanjeeb Mohapatra
- NUS
Environmental Research Institute, National
University of Singapore, 1 Create way, Create Tower, #15-02, Singapore 138602, Singapore
| | - Ngoc Han Tran
- NUS
Environmental Research Institute, National
University of Singapore, 1 Create way, Create Tower, #15-02, Singapore 138602, Singapore
| | - Luhua You
- NUS
Environmental Research Institute, National
University of Singapore, 1 Create way, Create Tower, #15-02, Singapore 138602, Singapore
| | - Jingjie Zhang
- NUS
Environmental Research Institute, National
University of Singapore, 1 Create way, Create Tower, #15-02, Singapore 138602, Singapore
- Northeast
Institute of Geography and Agroecology, Chinese Academy of Sciences, Changchun 130102, China
- Shenzhen
Municipal Engineering Lab of Environmental IoT Technologies, Southern University of Science and Technology, Shenzhen518055,China
| | - Yiliang He
- School
of Environmental Science and Engineering, Shanghai Jiao Tong University, Shanghai 200240, China
| | - Karina Yew-Hoong Gin
- Department
of Civil & Environmental Engineering, National University of Singapore, 1 Engineering Drive 2, Singapore 117576, Singapore
- NUS
Environmental Research Institute, National
University of Singapore, 1 Create way, Create Tower, #15-02, Singapore 138602, Singapore
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4
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Schmitz BW, Polanco JA, Chen H, Manaktala A, Gu X, Goh SG, Gin KYH. Virus surrogates throughout a full-scale advanced water reuse system. Water Res 2024; 256:121556. [PMID: 38604066 DOI: 10.1016/j.watres.2024.121556] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/19/2024] [Revised: 03/25/2024] [Accepted: 03/29/2024] [Indexed: 04/13/2024]
Abstract
Water reuse as an alternative water supply is increasing throughout the world due to water stress and scarcity; however, there are no standard practices for monitoring virus pathogens in such systems. This study aimed to identify suitable surrogates for virus fate, transport, and removal throughout a water reuse scheme. Various microbial targets (11 viruses, two phage, and three bacteria) were monitored using molecular and culture methods across all treatment stages in a wastewater reclamation facility and advanced water treatment facility. Criteria were established for identifying suitable surrogates, which included reliable detection, observable fate and transport, calculable log-reduction values (LRVs), correlations with other targets, and various morphological types. In total, five viruses (PMMoV, AiV, GII NoV, AdV, FRNA GII) met these stringent criteria and were suggested as potential virus surrogates. These surrogates enabled successful comparison of assigned versus actual LRVs throughout a water reuse scheme. Results suggest that virus pathogens are effectively removed throughout water reuse treatment and the suggested surrogates can be utilized for monitoring treatment performance and ensuring public health safety. This study provides a framework that water utilities across the world can reference for establishing virus monitoring practices.
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Affiliation(s)
- Bradley W Schmitz
- Department of Civil and Environmental Engineering, National University of Singapore, Block E1A, #07-03, No. 1 Engineering Drive 2 117576, Singapore; Current affiliation: Loudoun Water, 44865 Loudoun Water Way, Ashburn, VA 20147, USA.
| | - Julio A Polanco
- Orange County Water District (OCWD), Department of Research and Development, 18700 Ward St., Fountain Valley, CA 92708, USA
| | - Hongjie Chen
- Department of Civil and Environmental Engineering, National University of Singapore, Block E1A, #07-03, No. 1 Engineering Drive 2 117576, Singapore
| | - Avnika Manaktala
- Department of Civil and Environmental Engineering, National University of Singapore, Block E1A, #07-03, No. 1 Engineering Drive 2 117576, Singapore
| | - Xiaoqiong Gu
- Department of Civil and Environmental Engineering, National University of Singapore, Block E1A, #07-03, No. 1 Engineering Drive 2 117576, Singapore
| | - Shin Giek Goh
- Department of Civil and Environmental Engineering, National University of Singapore, Block E1A, #07-03, No. 1 Engineering Drive 2 117576, Singapore
| | - Karina Yew-Hoong Gin
- Department of Civil and Environmental Engineering, National University of Singapore, Block E1A, #07-03, No. 1 Engineering Drive 2 117576, Singapore
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5
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Goh SG, Haller L, Ng C, Charles FR, Jitxin L, Chen H, He Y, Gin KYH. Assessing the additional health burden of antibiotic resistant Enterobacteriaceae in surface waters through an integrated QMRA and DALY approach. J Hazard Mater 2023; 458:132058. [PMID: 37459761 DOI: 10.1016/j.jhazmat.2023.132058] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/21/2023] [Revised: 06/15/2023] [Accepted: 07/12/2023] [Indexed: 07/26/2023]
Abstract
Antibiotic resistant Enterobacteriaceae pose a significant threat to public health. However, limited studies have evaluated the health risks associated with exposure to antibiotic-resistant bacteria (ARB), especially in natural environments. While quantitative microbial risk assessment (QMRA) assesses microbial risks in terms of the probability of infection, it does not account for the severity of health outcomes. In this study, a QMRA-DALY model was developed to integrate QMRA with health burden (disability-adjusted life years (DALY)) from infections caused by ARB. The model considers uncertainties in probability of infection and health burden assessment using Monte Carlo simulations. The study collected antimicrobial resistance (AMR) surveillance data from surface waters with different land uses. Results revealed water bodies with agricultural land use to be the main AMR hotspots, with the highest additional health burden observed in infections caused by meropenem-resistant E. coli (∆DALY = 0.0105 DALY/event) compared to antibiotic-susceptible E. coli. The estimated ∆DALY for antibiotic-resistant K. pneumoniae was lower than for antibiotic-resistant E. coli (highest ∆DALY = 0.00048 DALY/event). The study highlights the need for better evaluation of AMR associated health burden, and effective measures to mitigate the risks associated with antibiotic-resistant bacteria in natural environments.
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Affiliation(s)
- Shin Giek Goh
- NUS Environmental Research Institute, National University of Singapore, Singapore 117411, Singapore
| | - Laurence Haller
- NUS Environmental Research Institute, National University of Singapore, Singapore 117411, Singapore
| | - Charmaine Ng
- NUS Environmental Research Institute, National University of Singapore, Singapore 117411, Singapore
| | - Francis Rathinam Charles
- NUS Environmental Research Institute, National University of Singapore, Singapore 117411, Singapore
| | - Lim Jitxin
- NUS Environmental Research Institute, National University of Singapore, Singapore 117411, Singapore
| | - Hongjie Chen
- NUS Environmental Research Institute, National University of Singapore, Singapore 117411, Singapore
| | - Yiliang He
- School of Environmental Science and Engineering, Shanghai Jiao Tong University, Shanghai 200240, China
| | - Karina Yew-Hoong Gin
- NUS Environmental Research Institute, National University of Singapore, Singapore 117411, Singapore; Department of Civil & Environmental Engineering, National University of Singapore, Singapore 117576, Singapore.
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6
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Liu C, Goh SG, You L, Yuan Q, Mohapatra S, Gin KYH, Chen B. Low concentration quaternary ammonium compounds promoted antibiotic resistance gene transfer via plasmid conjugation. Sci Total Environ 2023; 887:163781. [PMID: 37149193 PMCID: PMC10158037 DOI: 10.1016/j.scitotenv.2023.163781] [Citation(s) in RCA: 6] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/07/2023] [Revised: 04/22/2023] [Accepted: 04/23/2023] [Indexed: 05/08/2023]
Abstract
During the pandemic of COVID-19, the amounts of quaternary ammonium compounds (QACs) used to inactivate the virus in public facilities, hospitals and households increased, which raised concerns about the evolution and transmission of antimicrobial resistance (AMR). Although QACs may play an important role in the propagation of antibiotic resistance gene (ARGs), the potential contribution and mechanism remains unclear. Here, the results showed that benzyl dodecyl dimethyl ammonium chloride (DDBAC) and didecyl dimethyl ammonium chloride (DDAC) significantly promoted plasmid RP4-mediated ARGs transfer within and across genera at environmental relevant concentrations (0.0004-0.4 mg/L). Low concentrations of QACs did not contribute to the permeability of the cell plasma membrane, but significantly increased the permeability of the cell outer membrane due to the decrease in content of lipopolysaccharides. QACs altered the composition and content of extracellular polymeric substances (EPS) and were positively correlated with the conjugation frequency. Furthermore, transcriptional expression levels of genes encode for mating pairing formation (trbB), DNA replication and translocation (trfA), and global regulators (korA, korB, trbA) are regulated by QACs. And we demonstrate for the first time that QACs decreased the concentration of extracellular AI-2 signals, which was verified to be involved in regulating conjugative transfer genes (trbB, trfA). Collectively, our findings underscore the risk of increased disinfectant concentrations of QACs on the ARGs transfer and provide new mechanisms of plasmid conjugation.
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Affiliation(s)
- Congcong Liu
- Department of Environmental Science, Zhejiang University, Hangzhou 310058, China; Zhejiang Provincial Key Laboratory of Organic Pollution Process and Control, Hangzhou 310058, China
| | - Shin Giek Goh
- Department of Civil and Environmental Engineering, National University of Singapore, Singapore 117576, Singapore; NUS Environmental Research Institute, National University of Singapore, Singapore 117411, Singapore
| | - Luhua You
- Department of Civil and Environmental Engineering, National University of Singapore, Singapore 117576, Singapore; NUS Environmental Research Institute, National University of Singapore, Singapore 117411, Singapore
| | - Qiyi Yuan
- Department of Civil and Environmental Engineering, National University of Singapore, Singapore 117576, Singapore
| | - Sanjeeb Mohapatra
- Department of Civil and Environmental Engineering, National University of Singapore, Singapore 117576, Singapore; NUS Environmental Research Institute, National University of Singapore, Singapore 117411, Singapore
| | - Karina Yew-Hoong Gin
- Department of Civil and Environmental Engineering, National University of Singapore, Singapore 117576, Singapore; NUS Environmental Research Institute, National University of Singapore, Singapore 117411, Singapore.
| | - Baoliang Chen
- Department of Environmental Science, Zhejiang University, Hangzhou 310058, China; Zhejiang Provincial Key Laboratory of Organic Pollution Process and Control, Hangzhou 310058, China.
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7
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Mohapatra S, Yutao L, Goh SG, Ng C, Luhua Y, Tran NH, Gin KYH. Quaternary ammonium compounds of emerging concern: Classification, occurrence, fate, toxicity and antimicrobial resistance. J Hazard Mater 2023; 445:130393. [PMID: 36455328 PMCID: PMC9663149 DOI: 10.1016/j.jhazmat.2022.130393] [Citation(s) in RCA: 32] [Impact Index Per Article: 32.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/30/2022] [Revised: 11/01/2022] [Accepted: 11/11/2022] [Indexed: 05/25/2023]
Abstract
Amplified hygiene and precautionary measures are of utmost importance to control the spread of COVID-19 and future infection; however, these changes in practice are projected to trigger a rise in the purchase, utilisation and hence, discharge of many disinfectants into the environment. While alcohol-based, hydrogen peroxide-based, and chlorine-based compounds have been used widely, quaternary ammonium compounds (QACs) based disinfectants are of significant concern due to their overuse during this pandemic. This review presents the classification of disinfectants and their mechanism of action, focusing on QACs. Most importantly, the occurrence, fate, toxicity and antimicrobial resistance due to QACs are covered in this paper. Here we collated evidence from multiple studies and found rising trends of concern, including an increase in the mass load of QACs at a wastewater treatment plant (WWTP) by 331% compared to before the COVID-19 pandemic, as well as an increases in the concentration of 62% in residential dust, resulting in high concentrations of QACs in human blood and breast milk and suggesting that these could be potential sources of persistent QACs in infants. In addition to increased toxicity to human and aquatic life, increased use of QACs and accelerated use of antibiotics and antimicrobials during the COVID-19 pandemic could multiply the threat to antimicrobial resistance.
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Affiliation(s)
- Sanjeeb Mohapatra
- NUS Environmental Research Institute, National University of Singapore, Singapore 117411, Singapore; Energy and Environmental Sustainability for Megacities (E2S2) Phase II, Campus for Research Excellence and Technological Enterprise (CREATE), 1 Create Way, Singapore 138602, Singapore
| | - Lin Yutao
- NUS Environmental Research Institute, National University of Singapore, Singapore 117411, Singapore
| | - Shin Giek Goh
- NUS Environmental Research Institute, National University of Singapore, Singapore 117411, Singapore; Energy and Environmental Sustainability for Megacities (E2S2) Phase II, Campus for Research Excellence and Technological Enterprise (CREATE), 1 Create Way, Singapore 138602, Singapore
| | - Charmaine Ng
- NUS Environmental Research Institute, National University of Singapore, Singapore 117411, Singapore; Energy and Environmental Sustainability for Megacities (E2S2) Phase II, Campus for Research Excellence and Technological Enterprise (CREATE), 1 Create Way, Singapore 138602, Singapore
| | - You Luhua
- NUS Environmental Research Institute, National University of Singapore, Singapore 117411, Singapore; Energy and Environmental Sustainability for Megacities (E2S2) Phase II, Campus for Research Excellence and Technological Enterprise (CREATE), 1 Create Way, Singapore 138602, Singapore
| | - Ngoc Han Tran
- NUS Environmental Research Institute, National University of Singapore, Singapore 117411, Singapore; Energy and Environmental Sustainability for Megacities (E2S2) Phase II, Campus for Research Excellence and Technological Enterprise (CREATE), 1 Create Way, Singapore 138602, Singapore
| | - Karina Yew-Hoong Gin
- NUS Environmental Research Institute, National University of Singapore, Singapore 117411, Singapore; Energy and Environmental Sustainability for Megacities (E2S2) Phase II, Campus for Research Excellence and Technological Enterprise (CREATE), 1 Create Way, Singapore 138602, Singapore; Department of Civil & Environmental Engineering, National University of Singapore, Engineering Drive 2, Singapore 117576, Singapore.
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8
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Charles FR, Lim JX, Chen H, Goh SG, He Y, Gin KYH. Prevalence and characterization of antibiotic resistant bacteria in raw community sewage from diverse urban communities. Sci Total Environ 2022; 825:153926. [PMID: 35217051 DOI: 10.1016/j.scitotenv.2022.153926] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/20/2021] [Revised: 01/20/2022] [Accepted: 02/12/2022] [Indexed: 06/14/2023]
Abstract
Community sewage is a useful medium for antimicrobial resistance (AMR) surveillance of populations residing in urban dwellings as it provides the resolution of tracking sources of AMR from different waste streams within a community. Antibiotic resistance profiles of 4 opportunistic pathogens were compared from 3 sewage sources: raw community sewage from 2 housing estates, a foreign workers dormitory and a pet centre. Sewage was collected from receiving manholes and a culture-based method was used to quantify opportunistic pathogens Escherichia coli, Klebsiella pneumoniae, Pseudomonas aeruginosa and Enterococcus spp. K. pneumoniae was the most prevalent opportunistic pathogen detected while P. aeruginosa was the least abundant across the sample. A total of 892 bacterial isolates were selected for antibiotic susceptibility testing using the VITEKⓇ 2 Compact System (bioMérieux, Singapore). E. coli isolated from the pet centre exhibited higher resistance towards all 16 antibiotics tested, and P. aeruginosa showed at least 75% resistance towards the classes of antibiotics, except for carbapenems, aminoglycosides and quinolones (below 30%). For K. pneumoniae, resistance towards the classes of antibiotics was below 10%, except for penicillin and nitrofurans. Enterococcus spp. had high resistance towards gentamicin and clindamycin (both almost 100%), while resistance towards vancomycin was below 18% for all 4 locations. Multidrug resistant (MDR) P. aeruginosa and Enterococcus spp. showed the highest prevalence with percentages above 96%. MDR E. coli and MDR K. pneumoniae was lower, ranging between 9% to 54% and 8% to 23% respectively. Highest prevalence of MDR E. coli and K. pneumoniae were detected in the pet centre, with a percentage of 54% and 23% respectively. These results show that wastewater based surveillance is not only a useful method of understanding emerging trends of AMR across the community but also provides the resolution of capturing AMR data from key sewage sources based on population demographics. This information could provide a basis for devising better control measures to mitigate the spread of MDR.
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Affiliation(s)
- Francis Rathinam Charles
- NUS Environmental Research Institute, National University of Singapore, T-Lab Building, 5A Engineering Drive 1, 117411, Singapore
| | - Jit Xin Lim
- NUS Environmental Research Institute, National University of Singapore, T-Lab Building, 5A Engineering Drive 1, 117411, Singapore
| | - Hongjie Chen
- NUS Environmental Research Institute, National University of Singapore, T-Lab Building, 5A Engineering Drive 1, 117411, Singapore
| | - Shin Giek Goh
- NUS Environmental Research Institute, National University of Singapore, T-Lab Building, 5A Engineering Drive 1, 117411, Singapore
| | - Yiliang He
- Rm.427, China-UK Low Carbon College, Shanghai Jiao Tong University, No. 3 Yinlian Road, Lingang, Shanghai, China
| | - Karina Yew-Hoong Gin
- NUS Environmental Research Institute, National University of Singapore, T-Lab Building, 5A Engineering Drive 1, 117411, Singapore; Energy and Environmental Sustainability Solutions for Megacities (E2S2), Campus for Research Excellence and Technological Enterprise (CREATE), 1 Create Way, Singapore 138602, Singapore.
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9
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Li W, Mao F, Ng C, Jong MC, Goh SG, Charles FR, Ng OT, Marimuthu K, He Y, Gin KYH. Population-based variations of a core resistome revealed by urban sewage metagenome surveillance. Environ Int 2022; 163:107185. [PMID: 35306253 DOI: 10.1016/j.envint.2022.107185] [Citation(s) in RCA: 14] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/28/2021] [Revised: 03/10/2022] [Accepted: 03/13/2022] [Indexed: 05/26/2023]
Abstract
Sewage-based surveillance is widely employed to understand the occurrence and distribution of antimicrobial resistance (AMR) in urban community. However, there are limited studies which investigated the sewage of different sources within community. The present study used metagenomics to decipher the AMR profiles in five sources: local residence's source, animal source, migrant workers' source, clinical source , and urban wastewater treatment plant influent. A core resistome of ARGs was found across all samples, accounting for 81.4%-93.3% of the abundance of total resistome with only 17.3% diversity, irrespective of the sewage sources. Clinically relevant ARGs were identified in the core resistome across all wastewater sources. This included genes conferring resistance to beta-lactams as biomarkers of hospital sewage. The pet center wastewater showed a high abundance of genes encoding resistance to tetracycline, which is a commonly used veterinary antibiotic. The resistome profile of sewage from the migrant workers' dormitories showed a slight variation to that of the local residential population, suggesting possible differences in the human gut resistome of the foreign/migrant population, with biomarkers of genes encoding resistance to fosfomycin, fosmidomycin, kasugamycin, MLS, and polymyxin. The co-localization of ARGs and plasmid, MGEs and integrative and conjugative elements (ICEs) could explain variations in the core resistome, presumably a result of high antibiotic selection pressure. Further analysis showed a specific host-associated resistance pattern, in which core hosts mediated the core resistome profile. The core BMRGs were also co-localized with MGEs/ICEs and carried by core potential bacterial hosts. Local healthy population carried the lowest ARG load (copy number discharged by each person per day) but contributed the highest ARG burden (copy number discharged by the population). This study elucidates population-based variations of a core resistome, and further provides important insights into source tracking and management of AMR in urban environments.
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Affiliation(s)
- Wenxuan Li
- NUS Environmental Research Institute, National University of Singapore, 5A Engineering Drive 1, #02-01 T-Lab Building, 117411 Singapore
| | - Feijian Mao
- Center for Eco-Environment Research, Nanjing Hydraulic Research Institute, Nanjing 210098, China
| | - Charmaine Ng
- NUS Environmental Research Institute, National University of Singapore, 5A Engineering Drive 1, #02-01 T-Lab Building, 117411 Singapore
| | - Mui Choo Jong
- NUS Environmental Research Institute, National University of Singapore, 5A Engineering Drive 1, #02-01 T-Lab Building, 117411 Singapore
| | - Shin Giek Goh
- NUS Environmental Research Institute, National University of Singapore, 5A Engineering Drive 1, #02-01 T-Lab Building, 117411 Singapore
| | - Francis Rathinam Charles
- NUS Environmental Research Institute, National University of Singapore, 5A Engineering Drive 1, #02-01 T-Lab Building, 117411 Singapore
| | - Oon Tek Ng
- National Centre for Infectious Diseases, Singapore; Department of Infectious Diseases, Tan Tock Seng Hospital, Singapore; Lee Kong Chian School of Medicine, Nanyang Technological University, Singapore
| | - Kalisvar Marimuthu
- National Centre for Infectious Diseases, Singapore; Department of Infectious Diseases, Tan Tock Seng Hospital, Singapore; Lee Kong Chian School of Medicine, Nanyang Technological University, Singapore
| | - Yiliang He
- Energy and Environmental Sustainability Solutions for Megacities (E2S2), Campus for Research Excellence and Technological Enterprise (CREATE), 1 Create Way, 138602 Singapore; School of Environmental Science and Engineering, Shanghai Jiao Tong University, Shanghai 200240, China
| | - Karina Yew-Hoong Gin
- NUS Environmental Research Institute, National University of Singapore, 5A Engineering Drive 1, #02-01 T-Lab Building, 117411 Singapore; Energy and Environmental Sustainability Solutions for Megacities (E2S2), Campus for Research Excellence and Technological Enterprise (CREATE), 1 Create Way, 138602 Singapore; Department of Civil and Environmental Engineering, National University of Singapore, 1 Engineering Drive 2, E1A 07-03, 117576 Singapore.
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10
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Goh SG, Jiang P, Ng C, Le TH, Haller L, Chen H, Charles FR, Chen H, Liu X, He Y, Gin KYH. A new modelling framework for assessing the relative burden of antimicrobial resistance in aquatic environments. J Hazard Mater 2022; 424:127621. [PMID: 34763923 DOI: 10.1016/j.jhazmat.2021.127621] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/07/2021] [Revised: 09/30/2021] [Accepted: 10/25/2021] [Indexed: 06/13/2023]
Abstract
The infections caused by antibiotic resistant bacteria (ARB) can lead to higher medical costs, prolonged hospital stays, and increased mortality compared to bacteria that are susceptible to antibiotics. Challenges exist in quantifying the potential risk/burden associated with antimicrobial resistance (AMR) as there is a lack of dose-response models available for pathogens which are resistant to antibiotics, in addition to the fact that very little is known regarding the health risks posed by antibiotic resistant genes (ARG). In this paper, we proposed a new modelling framework to evaluate the relative burden of AMR in natural aquatic environments. With this framework, an AMR burden score for each sample was calculated based on burden coefficients assigned for each ARB and ARG, as well as weighted burdens for the separate ARBs and ARGs components. The method developed in this study was applied to assess the relative burden of AMR in local aquatic environments with different land uses at different seasons. The collected filed data were used to verify the applicability of the proposed relative burden assessment method. Through the established method, the spatial and temporal hotspots of AMR were identified, which could provide useful information to agencies for better control and management of AMR emergence in natural aquatic environments.
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Affiliation(s)
- Shin Giek Goh
- NUS Environmental Research Institute, National University of Singapore, 117411, Singapore
| | - Peng Jiang
- Department of Industrial Engineering and Engineering Management, Business School, Sichuan University, Chengdu 610064, China; Department of Industrial Engineering & Management, Shanghai Jiao Tong University, Shanghai 200240, China
| | - Charmaine Ng
- NUS Environmental Research Institute, National University of Singapore, 117411, Singapore
| | - Thai-Hoang Le
- NUS Environmental Research Institute, National University of Singapore, 117411, Singapore
| | - Laurence Haller
- NUS Environmental Research Institute, National University of Singapore, 117411, Singapore
| | - Hongjie Chen
- NUS Environmental Research Institute, National University of Singapore, 117411, Singapore
| | | | - Huiting Chen
- NUS Environmental Research Institute, National University of Singapore, 117411, Singapore
| | - Xiao Liu
- Department of Industrial Engineering & Management, Shanghai Jiao Tong University, Shanghai 200240, China
| | - Yiliang He
- School of Environmental Science and Engineering, Shanghai Jiao Tong University, Shanghai 200240, China
| | - Karina Yew-Hoong Gin
- NUS Environmental Research Institute, National University of Singapore, 117411, Singapore; Department of Civil & Environmental Engineering, National University of Singapore, 117576, Singapore.
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11
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Goh SG, Liang L, Gin KYH. Assessment of Human Health Risks in Tropical Environmental Waters with Microbial Source Tracking Markers. Water Res 2021; 207:117748. [PMID: 34837748 DOI: 10.1016/j.watres.2021.117748] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/04/2021] [Revised: 10/06/2021] [Accepted: 10/07/2021] [Indexed: 06/13/2023]
Abstract
Human specific microbial source tracking (MST) markers which are highly specific to human waste contamination offer the advantage of better association with human pathogens than traditional microbial indicators. However, the performance of these MST markers may vary across different geographical regions. The magnitude of MST markers also plays an important role in interpreting the health risks. This study aims to (i) validate the specificity and sensitivity of human markers for tropical urban catchments; (ii) identify the threshold concentrations of MST markers, i.e. human polyomaviruses (HPyVs), Bacteroides thetaiotaomicron (B. theta) and Methanobrevibacter smithii (M. smithii), that correspond to the acceptable gastrointestinal (GI) illness risks associated with swimming using the QMRA approach; and (iii) validate the threshold concentrations of MST markers using the surveillance data obtained from the tropical urban environment. Among the three MST markers, HPyVs showed the highest specificity (100%) to sewage samples, followed by M. smithii (97%) and B. theta (90%). All MST markers showed 100% sensitivity towards sewage contamination, with B. theta present in highest abundance in sewage, followed by HPyVs and M. smithii. This study demonstrates a risk-based framework to identify the threshold concentrations of MST markers associated with GI illness risks in environmental waters by considering two main influencing factors (i.e. decay and dilution factors). This study successfully validated the B. theta threshold concentration range (581 to 8073 GC/100 mL) with field data (370 to 6500 GC/100 mL) in estimating GI illness risks with an Enterococcus model. Field data showed that the MST markers at threshold concentrations were able to classify the safe level in more than 83% of the samples, according to GI illness risks from Enterococcus and adenovirus. The study also highlighted the lack of associations between MST markers and GI illness risks from norovirus. With comprehensive information on specificity, sensitivity and threshold concentrations of MST markers, increasing confidence can be placed on identifying human source contamination and evaluating the health risks posed in environmental waters in Singapore.
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Affiliation(s)
- S G Goh
- NUS Environmental Research Institute, National University of Singapore, T-Lab Building, #02-01, 5A Engineering Drive 1 117411, Singapore
| | - L Liang
- Department of Civil & Environmental Engineering, Faculty of Engineering, National University of Singapore, Block E1A, #07-03,1 Engineering Drive 2 117576, Singapore
| | - K Y H Gin
- NUS Environmental Research Institute, National University of Singapore, T-Lab Building, #02-01, 5A Engineering Drive 1 117411, Singapore; Department of Civil & Environmental Engineering, Faculty of Engineering, National University of Singapore, Block E1A, #07-03,1 Engineering Drive 2 117576, Singapore.
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12
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Tran NH, Reinhard M, Khan E, Chen H, Nguyen VT, Li Y, Goh SG, Nguyen QB, Saeidi N, Gin KYH. Emerging contaminants in wastewater, stormwater runoff, and surface water: Application as chemical markers for diffuse sources. Sci Total Environ 2019; 676:252-267. [PMID: 31048157 DOI: 10.1016/j.scitotenv.2019.04.160] [Citation(s) in RCA: 86] [Impact Index Per Article: 17.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/13/2018] [Revised: 04/10/2019] [Accepted: 04/10/2019] [Indexed: 06/09/2023]
Abstract
Diffuse sources of pollution such as sewer leakages, sewer overflows, illicit discharges and stormwater runoff affect the urban surface water quality but often remain unknown. Therefore, the development of chemical markers for identifying and characterizing the origin of diffuse sources of pollution in urban surface waters is a requisite for protecting and managing urban water resources. In this study, the occurrence of 31 emerging contaminants (ECs) in untreated wastewater, treated wastewater, urban stormwater runoff, agricultural stormwater runoff, and freshwater bodies was investigated. Artificial sweeteners (ASs), pharmaceuticals and personal care products (PPCPs) were more frequently detected in the collected water samples. In raw wastewater, 21 target ECs were detected 100% in the collected samples with median concentrations ranging from 49.6 to 77,721 ng/L, while in freshwater bodies, only 13 compounds were found with detection frequency >50%. The median concentration of the majority of detected ECs in freshwater samples was below 100 ng/L. The suitability of ECs as chemical markers of diffuse sources in an urban watershed was assessed using a suite of criteria, including the detection frequency (DF), detection ratio (DR) (i.e. the ratio between median concentration and method quantification limit of a compound) and attenuation rates (i.e., biodegradation, sorption and abiotic degradation) in wastewater treatment processes. In addition, we propose a new key criterion, the concentration ratio (CR) of labile to conservative compounds, to evaluate the applicability of suitable chemical markers for source tracking. Using this new set of criteria (i.e. CR, DF, DR and attenuation rates), our analysis showed that among the investigated ECs, only acesulfame (ACE), acetaminophen (ACT), cyclamate (CYC), saccharin (SAC) were suitable as chemical markers of diffuse sources in surface waters. For caffeine (CF), N,N-diethyl-meta-toluamide (DEET), crotamiton (CTMT), triclocarban (TCC) and triclosan (TCS), their median concentration ratio to sucralose (SUC) in water bodies was consistently higher than that in raw wastewater, suggesting that these compounds might be unsuitable as chemical markers of sewage leakage in surface waters for this study area.
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Affiliation(s)
- Ngoc Han Tran
- NUS Environmental Research Institute, National University of Singapore, 5A Engineering Drive 1, T-Lab Building, Singapore 117411, Singapore; Institute of Research and Development, Duy Tan University, Da Nang 550000, Viet Nam.
| | - Martin Reinhard
- Department of Civil and Environmental Engineering, Stanford University, CA 94305, USA
| | - Eakalak Khan
- Department of Civil and Environmental Engineering, University of Nevada, Las Vegas (UNLV), 4505S Maryland Pkwy, Las Vegas, NV 89154, USA
| | - Huiting Chen
- NUS Environmental Research Institute, National University of Singapore, 5A Engineering Drive 1, T-Lab Building, Singapore 117411, Singapore
| | | | - Yiwen Li
- College of Architecture and Environment, Sichuan University, Chengdu 610065, China
| | - Shin Giek Goh
- Department of Civil and Environmental Engineering, National University of Singapore, 1 Engineering Drive 2, Singapore 117576, Singapore
| | - Q B Nguyen
- Institute of Research and Development, Duy Tan University, Da Nang 550000, Viet Nam
| | - Nazanin Saeidi
- Department of Civil and Environmental Engineering, National University of Singapore, 1 Engineering Drive 2, Singapore 117576, Singapore
| | - Karina Yew-Hoong Gin
- NUS Environmental Research Institute, National University of Singapore, 5A Engineering Drive 1, T-Lab Building, Singapore 117411, Singapore; Department of Civil and Environmental Engineering, National University of Singapore, 1 Engineering Drive 2, Singapore 117576, Singapore.
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13
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Goh SG, Saeidi N, Gu X, Vergara GGR, Liang L, Fang H, Kitajima M, Kushmaro A, Gin KYH. Occurrence of microbial indicators, pathogenic bacteria and viruses in tropical surface waters subject to contrasting land use. Water Res 2019; 150:200-215. [PMID: 30528917 PMCID: PMC7112093 DOI: 10.1016/j.watres.2018.11.058] [Citation(s) in RCA: 20] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/19/2018] [Revised: 11/18/2018] [Accepted: 11/19/2018] [Indexed: 05/21/2023]
Abstract
Fecal indicator bacteria, such as Escherichia coli (E.coli) and Enterococcus, have been widely used to indicate the presence of pathogens. However, the suitability of fecal indicator bacteria to represent health risks is still being challenged, particularly in tropical aquatic environments. The objective of this study is to understand the occurrence and prevalence of indicators and pathogens in areas with contrasting land use, as well as to identify the major correlations between indicators, pathogens and environmental parameters. The spatial and temporal variation of indicators and pathogens was studied to examine the distribution patterns for areas with different land use, and the impact of seasonal changes on microbial populations. A total of 234 water samples were sampled for two years from reservoirs and their tributaries, and tested for fecal indicator bacteria, coliphages, human specific markers, pathogenic bacteria and viruses. The prevalence of indicators and pathogens in reservoirs were generally low, while relatively high concentrations were observed in tributaries to varying degrees. Of the enteric viruses, norovirus GII was among the most prevalent and had the highest concentration. Although strong correlations were found between indicators, only relatively weak correlations were found between indicators and pathogens. The results in this study showed that none of the bacteria/phage indicators were universal predictors for pathogens. Inclusion of the alternative indicators, Methanobrevibacter smithii, Bacteroides and human polyomaviruses (HPyVs) to monitoring programs could help to determine whether the fecal source was human. The microbial distribution patterns allow the classification of sampling sites to different clusters and thus, help to identify sites which have poor water quality. This approach will be useful for water quality management to pinpoint factors that influence water quality and help to prioritize sites for restoration of water quality.
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Affiliation(s)
- Shin Giek Goh
- Department of Civil and Environmental Engineering, National University of Singapore, Singapore
| | - Nazanin Saeidi
- Department of Civil and Environmental Engineering, National University of Singapore, Singapore
| | - Xiaoqiong Gu
- Department of Civil and Environmental Engineering, National University of Singapore, Singapore
| | | | - Liang Liang
- Department of Civil and Environmental Engineering, National University of Singapore, Singapore
| | - Haoming Fang
- NUS Environmental Research Institute, National University of Singapore, Singapore
| | - Masaaki Kitajima
- Division of Environmental Engineering, Hokkaido University, Sapporo, Hokkaido, Japan
| | - Ariel Kushmaro
- School of Material Science and Engineering, Nanyang Technological University, Singapore
| | - Karina Yew-Hoong Gin
- Department of Civil and Environmental Engineering, National University of Singapore, Singapore; NUS Environmental Research Institute, National University of Singapore, Singapore.
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14
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Yang Y, Gu X, Te SH, Goh SG, Mani K, He Y, Gin KYH. Occurrence and distribution of viruses and picoplankton in tropical freshwater bodies determined by flow cytometry. Water Res 2019; 149:342-350. [PMID: 30469020 DOI: 10.1016/j.watres.2018.11.022] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/03/2018] [Revised: 10/11/2018] [Accepted: 11/11/2018] [Indexed: 06/09/2023]
Abstract
This study aimed to examine the drivers in shaping the occurrence and distribution of total viruses and picoplankton in tropical freshwater ecosystems. Flow cytometry was used to quantify the concentrations of total viruses, picoheterotrophs, picophytoplankton, and picocyanobacteria. Three land use patterns (urban-, agriculture- and parkland-dominated) were evaluated using ArcGIS. Significant correlations were observed between water-borne microbial targets and water quality parameters (0.175 ≤ |r| ≤ 0.441), nutrients (0.250 ≤ r ≤ 0.570) and land use factors (0.200 ≤ |r| ≤ 0.460). In particular, the concentrations of total viruses and picoheterotrophic cells were higher in catchments whereas the abundances of picophytoplankton and picocyanobacteria were higher in reservoirs. Total viruses and picoplankton had higher concentrations in urban- and agriculture-dominated areas, probably due to anthropogenic inputs and agricultural inputs, respectively. Although surface water is a complex matrix influenced by niche-based (i.e., physicochemical properties, nutrients, land use impact etc.) and neutral-based factors (i.e., ecological drift, dispersal and species), land use patterns could help to elucidate the occurrence and distribution of the total microbial community at the macroscopic level. Meanwhile, inter-correlations among viruses, picoplankton and picoheterotrophs (0.715 ≤ r ≤ 0.990) also substantiates their mutual interactions in influencing the microbial community. Furthermore, the relationships between total microbial cells and bacterial and viral indicators were also investigated. Concentrations of total viruses, picoplankton and picoheterotrophs were positively correlated with bacterial indicators (0.427 ≤ r ≤ 0.590) and viral indicators (0.201 ≤ r ≤ 0.563). These results indicated that faecal and viral contamination could contribute to the numbers of total viruses and bacteria.
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Affiliation(s)
- Yi Yang
- NUS Environmental Research Institute, National University of Singapore, Singapore, Singapore
| | - Xiaoqiong Gu
- Department of Civil and Environmental Engineering, National University of Singapore, Singapore, Singapore
| | - Shu Harn Te
- NUS Environmental Research Institute, National University of Singapore, Singapore, Singapore
| | - Shin Giek Goh
- Department of Civil and Environmental Engineering, National University of Singapore, Singapore, Singapore
| | - Kalaivani Mani
- NUS Environmental Research Institute, National University of Singapore, Singapore, Singapore
| | - Yiliang He
- School of Environmental Science and Engineering, Shanghai Jiao Tong University, Shanghai, China
| | - Karina Yew-Hoong Gin
- NUS Environmental Research Institute, National University of Singapore, Singapore, Singapore; Department of Civil and Environmental Engineering, National University of Singapore, Singapore, Singapore.
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15
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Ng C, Chen H, Goh SG, Haller L, Wu Z, Charles FR, Trottet A, Gin K. Microbial water quality and the detection of multidrug resistant E. coli and antibiotic resistance genes in aquaculture sites of Singapore. Mar Pollut Bull 2018; 135:475-480. [PMID: 30301062 DOI: 10.1016/j.marpolbul.2018.07.055] [Citation(s) in RCA: 35] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/05/2018] [Revised: 07/10/2018] [Accepted: 07/21/2018] [Indexed: 05/06/2023]
Abstract
Poor microbial water quality jeopardizes the health and safety of food produced by aquaculture farms. Three fish farms and transect sites in Singapore were assessed for microbial water quality and antimicrobial resistance determinants. Of the 33 multidrug resistant E. coli isolated from surface waters of the Johor Straits, 81.8% were ESBL producers. The relative abundance of sul1, qnrA and intI1 genes were higher in sediments than surface waters. Among the surface water samples, higher concentrations (10-1-101) of beta-lactamases (blaSHV, blaOXA, blaCTX-M) were detected in the transect sites. This study highlights a potential antimicrobial resistance transmission chain from environmental waters, to animal carriers and humans.
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Affiliation(s)
- Charmaine Ng
- National University of Singapore, Department of Surgery, 1E Kent Ridge Road, NUHS Tower Block, Level 8, Singapore 119228, Singapore
| | - Hongjie Chen
- National University of Singapore, Department of Civil and Environmental Engineering, 1 Engineering Drive 2, E1A 08-03, Singapore 117576, Singapore.
| | - Shin Giek Goh
- National University of Singapore, Department of Civil and Environmental Engineering, 1 Engineering Drive 2, E1A 08-03, Singapore 117576, Singapore.
| | - Laurence Haller
- National University of Singapore, Department of Civil and Environmental Engineering, 1 Engineering Drive 2, E1A 08-03, Singapore 117576, Singapore.
| | - Zhixin Wu
- National University of Singapore, Department of Civil and Environmental Engineering, 1 Engineering Drive 2, E1A 08-03, Singapore 117576, Singapore
| | - Francis Rathinam Charles
- National University of Singapore, Department of Civil and Environmental Engineering, 1 Engineering Drive 2, E1A 08-03, Singapore 117576, Singapore.
| | - Aurore Trottet
- Danish Hydraulic Institute (DHI) Water and Environment, 1 Cleantech Loop, #03-05, CleanTech One, Singapore 637141, Singapore.
| | - Karina Gin
- National University of Singapore, Department of Civil and Environmental Engineering, 1 Engineering Drive 2, E1A 08-03, Singapore 117576, Singapore; National University of Singapore Environmental Research Institute (NERI), 5A Engineering Drive 1, T-labs, 08-03, Singapore 117411, Singapore.
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16
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Fang H, Vergara GGR, Goh SG, Ang CYL, Gu X, Gin KYH. Effect of Rainfall on the Microbial Water Quality of a Tropical Urban Catchment. J Environ Qual 2018; 47:1242-1248. [PMID: 30272782 DOI: 10.2134/jeq2018.03.0099] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/08/2023]
Abstract
Wet weather conditions have been associated with increased bacterial and viral counts in surface waters. Moreover, heavy rainfall and flooding were found to be the most common events preceding waterborne disease outbreaks associated with extreme weather conditions. This study aimed to examine the effect of rainfall on the quality of surface waters and to determine its suitability for primary contact recreation during wet weather conditions. A total of 228 catchment water samples were collected during wet and dry periods. Parameters that were found to increase with increasing rainfall were , enterococci, somatic coliphages, and turbidity, whereas total dissolved solids were found to decrease. Positive correlations ( < 0.05) were observed between cumulative rainfall and geometric mean concentrations of , enterococci, somatic coliphages, and turbidity ( = 0.69-0.95), whereas a negative correlation was observed between cumulative rainfall and total dissolved solids ( = -0.58). In addition, a rapid decline in water quality was observed during heavy rainfall that resulted in failure to meet recreational water quality guidelines. In view of public health and safety, primary recreational activities in the water catchment may not be advisable during or immediately after a rainfall event due to poor water quality.
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17
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Gu X, Tay QXM, Te SH, Saeidi N, Goh SG, Kushmaro A, Thompson JR, Gin KYH. Geospatial distribution of viromes in tropical freshwater ecosystems. Water Res 2018; 137:220-232. [PMID: 29550725 PMCID: PMC7112100 DOI: 10.1016/j.watres.2018.03.017] [Citation(s) in RCA: 15] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/04/2017] [Revised: 03/02/2018] [Accepted: 03/07/2018] [Indexed: 05/05/2023]
Abstract
This study seeks to understand the general distribution of virome abundance and diversity in tropical freshwater ecosystems in Singapore and the geospatial distribution of the virome under different landuse patterns. Correlations between diversity, environmental parameters and land use patterns were analyzed and significant correlations were highlighted. Overall, the majority (65.5%) of the annotated virome belonged to bacteriophages. The percentage of Caudovirales was higher in reservoirs whereas the percentages of Dicistroviridae, Microviridae and Circoviridae were higher in tributaries. Reservoirs showed a higher Shannon-index virome diversity compared to upstream tributaries. Land use (urbanized, agriculture and parkland areas) influenced the characteristics of the virome distribution pattern. Dicistroviridae and Microviridae were enriched in urbanized tributaries while Mimiviridae, Phycodnaviridae, Siphoviridae and Podoviridae were enriched in parkland reservoirs. Several sequences closely related to the emerging zoonotic virus, cyclovirus, and the human-related virus (human picobirnavirus), were also detected. In addition, the relative abundance of PMMoV (pepper mild mottle virus) sequences was significantly correlated with RT-qPCR measurements (0.588 < r < 0.879, p < 0.05). This study shows that spatial factors (e.g., reservoirs/tributaries, land use) are the main drivers of the viral community structure in tropical freshwater ecosystems.
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Affiliation(s)
- Xiaoqiong Gu
- Department of Civil and Environmental Engineering, National University of Singapore, Engineering Drive 1, T-lab Building, TL08-03, 117576, Singapore
| | | | - Shu Harn Te
- Department of Civil and Environmental Engineering, National University of Singapore, Engineering Drive 1, T-lab Building, TL08-03, 117576, Singapore
| | - Nazanin Saeidi
- Department of Civil and Environmental Engineering, National University of Singapore, Engineering Drive 1, T-lab Building, TL08-03, 117576, Singapore
| | - Shin Giek Goh
- Department of Civil and Environmental Engineering, National University of Singapore, Engineering Drive 1, T-lab Building, TL08-03, 117576, Singapore
| | - Ariel Kushmaro
- School of Material Science and Engineering, Nanyang Technological University, 637819, Singapore
| | | | - Karina Yew-Hoong Gin
- Department of Civil and Environmental Engineering, National University of Singapore, Engineering Drive 1, T-lab Building, TL08-03, 117576, Singapore.
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18
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Ng C, Goh SG, Saeidi N, Gerhard WA, Gunsch CK, Gin KYH. Occurrence of Vibrio species, beta-lactam resistant Vibrio species, and indicator bacteria in ballast and port waters of a tropical harbor. Sci Total Environ 2018; 610-611:651-656. [PMID: 28822933 DOI: 10.1016/j.scitotenv.2017.08.099] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/21/2017] [Revised: 08/10/2017] [Accepted: 08/10/2017] [Indexed: 06/07/2023]
Abstract
Ballast water discharges are potential sources for the spread of invasive and pathogenic aquatic organisms. Ballast waters from six ships docked in the Port of Singapore were tested to determine if indictor organisms fell within proposed standards for ballast water discharge according to regulation D-2 of the Ballast Water Management Convention (BWMC) guidelines. Vibrio species were cultured on media supplemented with beta-lactam antibiotics to determine the presence of antibiotic resistant Vibrio species in the ballast waters of these vessels. Indicator organisms were quantified using culture media Colilert-18 and Enterolert in ballast waters of six ships docked in a tropical harbor, with uptake from different geographical locations. Of the six ships, one had ballast water originating from the Persian Gulf, another from the East China Sea, and four from the South China Sea. Two of the six ships which carried ballast waters from the East China Sea and the South China Sea did not meet the D-2 stipulated requirements of the Ballast Water Management Convention for indicator organisms with Enterococci values more than three times higher than the acceptable limit of <100CFU/100mL. Using the most-probable-number-PCR (MPN-PCR) method for Vibrio species detection, non-toxigenic species of V. cholerae (2 MPN/100mL), Vibrio vulnificus (>110 MPN/100mL), and Vibrio parahaemolyticus (2 to >110 MPN/100mL) were detected in at least one of six ballast water samples. Using thiosulfate-citrate-bile salts-sucrose agar (TCBS) supplemented with beta-lactam antibiotics (meropenem, ceftazidime), 11 different Vibrio species, exhibiting resistance to beta-lactam antibiotics were isolated; with Vibrio campbellii (44%) and Vibrio alginolyticus (15%) the most detected antibiotic resistant Vibrio species. A practical approach of prioritized screening of high-risk vessels should be conducted to ensure that the water quality meets D-2 standards prior to discharge.
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Affiliation(s)
- Charmaine Ng
- National University of Singapore, Department of Civil and Environmental Engineering, Engineering Drive 1, T-lab Building, TL08-03, 117576, Singapore
| | - Shin Giek Goh
- National University of Singapore, Department of Civil and Environmental Engineering, Engineering Drive 1, T-lab Building, TL08-03, 117576, Singapore
| | - Nazanin Saeidi
- National University of Singapore, Department of Civil and Environmental Engineering, Engineering Drive 1, T-lab Building, TL08-03, 117576, Singapore
| | - William A Gerhard
- Duke University, Department of Civil and Environmental Engineering, 100 Hudson Hall, Durham, NC 27708-0287, United States
| | - Claudia K Gunsch
- Duke University, Department of Civil and Environmental Engineering, 100 Hudson Hall, Durham, NC 27708-0287, United States
| | - Karina Yew Hoong Gin
- National University of Singapore, Department of Civil and Environmental Engineering, Engineering Drive 1, T-lab Building, TL08-03, 117576, Singapore; NUS Environmental Research Institute (NERI), Engineering Drive 1, T-lab Building, #02-01, 117576, Singapore.
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19
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Ye K, Manzano M, Muzzi R, Gin KYH, Saeidi N, Goh SG, Tok AIY, Marks RS. Development of a chemiluminescent DNA fibre optic genosensor to Hepatitis A Virus (HAV). Talanta 2017; 174:401-408. [DOI: 10.1016/j.talanta.2017.06.036] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/17/2017] [Accepted: 06/12/2017] [Indexed: 11/26/2022]
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Goh SG, Bayen S, Burger D, Kelly BC, Han P, Babovic V, Gin KYH. Occurrence and distribution of bacteria indicators, chemical tracers and pathogenic vibrios in Singapore coastal waters. Mar Pollut Bull 2017; 114:627-634. [PMID: 27712861 DOI: 10.1016/j.marpolbul.2016.09.036] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/07/2016] [Revised: 09/15/2016] [Accepted: 09/19/2016] [Indexed: 06/06/2023]
Abstract
Water quality in Singapore's coastal area was evaluated with microbial indicators, pathogenic vibrios, chemical tracers and physico-chemical parameters. Sampling sites were grouped into two clusters (coastal sites at (i) northern and (ii) southern part of Singapore). The coastal sites located at northern part of Singapore along the Johor Straits exhibited greater pollution. Principal component analysis revealed that sampling sites at Johor Straits have greater loading on carbamazepine, while turbidity poses greater influence on sampling sites at Singapore Straits. Detection of pathogenic vibrios was also more prominent at Johor Straits than the Singapore Straits. This study examined the spatial variations in Singapore's coastal water quality and provided the baseline information for health risk assessment and future pollution management.
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Affiliation(s)
- Shin Giek Goh
- National University of Singapore, Department of Civil and Environmental Engineering, 1 Engineering Drive 2, Blk E1A #07-03, 117576 Singapore, Singapore
| | - Stéphane Bayen
- Singapore-Delft Water Alliance, National University of Singapore, 1Engineering Drive 2, Singapore 117576, Singapore; Department of Food Science and Agricultural Chemistry, McGill University, 21111 Lakeshore, Ste-Anne-de-Bellevue, Quebec H9X 3V9, Canada
| | - David Burger
- Singapore-Delft Water Alliance, National University of Singapore, 1Engineering Drive 2, Singapore 117576, Singapore
| | - Barry C Kelly
- Singapore-Delft Water Alliance, National University of Singapore, 1Engineering Drive 2, Singapore 117576, Singapore
| | - Ping Han
- Singapore-Delft Water Alliance, National University of Singapore, 1Engineering Drive 2, Singapore 117576, Singapore
| | - Vladan Babovic
- Singapore-Delft Water Alliance, National University of Singapore, 1Engineering Drive 2, Singapore 117576, Singapore
| | - Karina Yew-Hoong Gin
- National University of Singapore, Department of Civil and Environmental Engineering, 1 Engineering Drive 2, Blk E1A #07-03, 117576 Singapore, Singapore; NUS Environmental Research Institute (NERI), T-Lab Building #02-01, Engineering Drive 1, 117411 Singapore, Singapore.
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Ng C, Le TH, Goh SG, Liang L, Kim Y, Rose JB, Yew-Hoong KG. Correction: A Comparison of Microbial Water Quality and Diversity for Ballast and Tropical Harbor Waters. PLoS One 2016; 11:e0154652. [PMID: 27115150 PMCID: PMC4846158 DOI: 10.1371/journal.pone.0154652] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022] Open
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Ng C, Le TH, Goh SG, Liang L, Kim Y, Rose JB, Yew-Hoong KG. A Comparison of Microbial Water Quality and Diversity for Ballast and Tropical Harbor Waters. PLoS One 2015; 10:e0143123. [PMID: 26575481 PMCID: PMC4648578 DOI: 10.1371/journal.pone.0143123] [Citation(s) in RCA: 38] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/03/2015] [Accepted: 10/31/2015] [Indexed: 11/19/2022] Open
Abstract
Indicator organisms and antibiotic resistance were used as a proxy to measure microbial water quality of ballast tanks of ships, and surface waters in a tropical harbor. The survival of marine bacteria in ballast tanks appeared to diminish over longer water retention time, with a reduction of cell viability observed after a week based on heterotrophic plate counts. Pyrosequencing of 16S rRNA genes showed distinct differences in microbial composition of ballast and harbor waters. The harbor waters had a higher abundance of operational taxonomic units (OTUs) assigned to Cyanobacteria (Synechococcus spp.) and α-proteobacteria (SAR11 members), while marine hydrocarbon degraders such as γ-proteobacteria (Ocenspirillaes spp., Thiotrchales spp.) and Bacteroidetes (Flavobacteriales spp.) dominated the ballast water samples. Screening of indicator organisms found Escherichia coli (E. coli), Enterococcus and Pseudomonas aeruginosa (P. aeruginosa) in two or more of the ballast and harbor water samples tested. Vibrio spp. and Salmonella spp. were detected exclusively in harbor water samples. Using quantitative PCR (qPCR), we screened for 13 antibiotic resistant gene (ARG) targets and found higher abundances of sul1 (4.13-3.44 x 102 copies/mL), dfrA (0.77-1.80 x10 copies/mL) and cfr (2.00-5.21 copies/mL) genes compared to the other ARG targets selected for this survey. These genes encode for resistance to sulfonamides, trimethoprim and chloramphenicol-florfenicol antibiotics, which are also known to persist in sediments of aquaculture farms and coastal environments. Among the ARGs screened, we found significant correlations (P<0.05) between ereA, ermG, cfr and tetO genes to one or more of the indicator organisms detected in this study, which may suggest that these members contribute to the environmental resistome. This study provides a baseline water quality survey, quantitatively assessing indicators of antibiotic resistance, potentially pathogenic organisms and a broad-brush description of difference in microbial composition and diversity between open oceans and tropical coastal environments through the use of next generation sequencing technology.
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Affiliation(s)
- Charmaine Ng
- National University of Singapore, Department of Civil and Environmental Engineering, Singapore, Singapore
| | - Thai-Hoang Le
- National University of Singapore, Department of Civil and Environmental Engineering, Singapore, Singapore
| | - Shin Giek Goh
- National University of Singapore, Department of Civil and Environmental Engineering, Singapore, Singapore
| | - Liang Liang
- National University of Singapore, Department of Civil and Environmental Engineering, Singapore, Singapore
| | - Yiseul Kim
- Michigan State University, Department of Microbiology and Molecular Genetics, East Lansing, Michigan, United States of America
| | - Joan B. Rose
- Michigan State University, Department of Microbiology and Molecular Genetics, East Lansing, Michigan, United States of America
| | - Karina Gin Yew-Hoong
- National University of Singapore, Department of Civil and Environmental Engineering, Singapore, Singapore
- National University of Singapore Environmental Research Institute (NERI), Singapore, Singapore
- * E-mail:
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Vergara GGRV, Goh SG, Rezaeinejad S, Chang SY, Sobsey MD, Gin KYH. Evaluation of FRNA coliphages as indicators of human enteric viruses in a tropical urban freshwater catchment. Water Res 2015; 79:39-47. [PMID: 25965886 DOI: 10.1016/j.watres.2015.04.022] [Citation(s) in RCA: 19] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/29/2014] [Revised: 04/02/2015] [Accepted: 04/11/2015] [Indexed: 05/16/2023]
Abstract
This study aimed to evaluate the relationship between FRNA coliphages (FRNA GI to GIV) and human enteric viruses (human adenoviruses, HAdV, astroviruses, AstV, noroviruses, NoV, and rotaviruses, RoV) in a tropical urban freshwater catchment. Positive associations between human-specific coliphages and human viral pathogens substantiate their use as viral indicators and in microbial source tracking. Reverse transcription qPCR was used to measure the concentrations of viruses and FRNA coliphages in concentrated water samples. Environmental water samples were also analyzed for male-specific (F+) and somatic (Som) coliphages using plaque assay. The most abundant enteric virus was NoV (55%) followed by HAdV (33%), RoV (33%), and AstV (23%), while the most abundant FRNA genogroup was GI (85%) followed by GII (48%), GIV (8%) and GIII (7%). Concentrations of human-specific coliphages FRNA GII were positively correlated with NoV, HAdV, RoV, AstV, F+ and Som (τ = 0.5 to 0.3, P < 0.05) while concentrations of animal-specific coliphages FRNA GI were negatively correlated with HAdV and RoV (τ = -0.2, P < 0.05). This study demonstrates statistical relationships between human-specific coliphages and a suite of human enteric viruses in the environment.
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Affiliation(s)
- G G R V Vergara
- Department of Civil and Environmental Engineering, Faculty of Engineering, National University of Singapore, Blk E1A-07-03, 1 Engineering Drive 2, Singapore 117576, Singapore
| | - S G Goh
- Department of Civil and Environmental Engineering, Faculty of Engineering, National University of Singapore, Blk E1A-07-03, 1 Engineering Drive 2, Singapore 117576, Singapore
| | - S Rezaeinejad
- Department of Civil and Environmental Engineering, Faculty of Engineering, National University of Singapore, Blk E1A-07-03, 1 Engineering Drive 2, Singapore 117576, Singapore
| | - S Y Chang
- Technology and Water Quality Office, Public Utilities Board, Singapore
| | - M D Sobsey
- Department of Environmental Sciences and Engineering, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - K Y H Gin
- Department of Civil and Environmental Engineering, Faculty of Engineering, National University of Singapore, Blk E1A-07-03, 1 Engineering Drive 2, Singapore 117576, Singapore; NUS Environmental Research Institute, National University of Singapore, Singapore.
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Chew STH, Ng RRG, Liu W, Goh SG, Caleb MG, Ti LK. Miniaturized versus conventional cardiopulmonary bypass and acute kidney injury after cardiac surgery. Perfusion 2015; 31:60-7. [DOI: 10.1177/0267659115584418] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Introduction: Acute kidney injury (AKI) is a serious complication after coronary artery bypass grafting (CABG). There are conflicting reports whether a miniaturized cardiopulmonary bypass (MCPB) system is associated with a lower AKI incidence compared with conventional cardiopulmonary bypass (CCPB). It is unknown if AKI risk factors differ between the two groups. We assessed if MCPB decreases AKI after CABG and compared the risk factors between both groups. Methods: Sixty-eight Asian patients presenting for elective CABG at a tertiary heart centre were enrolled. They were randomly assigned to MCPB (n=34) or CCPB group (n=34) and followed up in a single-blinded, prospective, randomized, controlled trial. The primary outcome was Acute Kidney Injury Network stage 1 AKI. Results: The AKI incidence was 21.5% and was not significantly different between patients undergoing MCPB versus CCPB (21.9% versus 21.2%, p=0.948). The first CPB haematocrit was independently associated with AKI in the MCPB group (Relative Risk [RR]=0.484, 95% Confidence Interval [CI]=0.268-0.876, p=0.016); post-operative blood loss and inflammation were independently associated with AKI in the CCPB group (RR=1.005, 95%CI=1.003-1.007, p<0.001; RR=1.018, 95%CI=1.010-1.028, p<0.001). Conclusion: The MCPB system is not associated with a lower incidence of AKI in Asian patients undergoing CABG. Risk factors for AKI differed between patients using the MCPB and CCPB systems.
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Affiliation(s)
- STH Chew
- Department of Anaesthesiology, Singapore General Hospital, Singapore
- Department of Cardiovascular and Metabolic Disorders, Duke-National University of Singapore Graduate Medical School, Singapore
| | - RRG Ng
- Yong Loo Lin School of Medicine, National University of Singapore, Singapore
| | - W Liu
- Yong Loo Lin School of Medicine, National University of Singapore, Singapore
| | - SG Goh
- Department of Cardiac, Thoracic and Vascular Surgery, National University Heart Centre, Singapore
| | - MG Caleb
- Department of Cardiac, Thoracic and Vascular Surgery, National University Heart Centre, Singapore
| | - LK Ti
- Yong Loo Lin School of Medicine, National University of Singapore, Singapore
- Department of Anaesthesia, National University Health System, Singapore
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Gin KYH, Goh SG. Modeling the effect of light and salinity on viable but non-culturable (VBNC) Enterococcus. Water Res 2013; 47:3315-3328. [PMID: 23602617 DOI: 10.1016/j.watres.2013.03.021] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/23/2012] [Revised: 02/26/2013] [Accepted: 03/09/2013] [Indexed: 06/02/2023]
Abstract
Enterococci have been recommended as suitable bacteria indicators for assessing the microbial quality of recreational waters. However, recent studies have shown that bacteria, including enterococci, are able to enter a viable but non-culturable (VBNC) state under environmentally stressed conditions, where they may remain undetected if culture-based methods are employed. To appreciate the extent of transformation of these cells in surface waters, a model Enterococcus organism, E. faecalis, was examined in laboratory controlled microcosms under different light and salinity conditions. Cells were detected by both standard culture-based and PMA-qPCR (propidium monoazide quantitative PCR) methods so that the VBNC cells could be enumerated. The decay rates from the culture based method (kc) and PMA-qPCR method (kp) were established for the different conditions. In general, the kC values (ranging from 0.0088 hr(-1) to 0.9755 hr(-1)) were always higher than the kP values (0.0019 hr(-1) to 0.2373 hr(-1)), implying that cells were able to retain their viability for much longer periods than what is shown by the culture-based method. In both cases, the k values generally showed an increasing trend with an increase in light irradiation, implying greater die-off with light. For freshwater microcosms, the kp values were 3-6 times lower than the kc values for different irradiation conditions, whereas for seawater the difference was up to 12 times, showing that E. faecalis adapts well to seawater. The kinetic data were used to develop models to describe the dynamics of VBNC formation in natural waters. At low light intensities (less than about 20 Wm(-2)), the proportion of VBNC cells was found to steadily increase to as high as 50%, even after 4 days. However, at higher light levels, this proportion was achieved more quickly (less than 5 h) but also diminished more rapidly. Hence, at high light levels, the percentage of VBNC cells is expected to be significant only for a few hours, whereas at low light levels, the VBNC cells can be expected to be present for a long period of time. These results have implications on the interpretation of microbial water quality data that are based on culture based methods.
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Affiliation(s)
- Karina Yew-Hoong Gin
- Department of Civil and Environmental Engineering, Faculty of Engineering, National University of Singapore, 1 Engineering Drive 2, Blk E1A #07-03, Singapore 117576, Singapore.
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Abstract
Genetic alterations of thymomas are rarely described in the literature. In this study, a previously unreported instance of aberrant karyotypic change consisting of 45,XX,pseu dic(16;12) (q11;p11.2) [cp23]/87-90,idemx2[cp4] in a Masaoka Stage II mixed thymoma or type AB thymoma affecting a 56-year-old Chinese woman is detailed. Abnormalities involving 12p containing important tumor suppressor-like genes have been documented especially in hematological malignancies. Recently, recurrent losses involving 16q, a locus known to harbor several tumor suppressor genes, have been described in type C thymomas (squamous cell carcinoma), suggesting a possible relationship between type AB thymoma and type C thymoma. Whether these genes are involved in the pathogenesis of type AB thymoma remain to be clarified and it is currently unclear if cytogenetic studies may eventually play a role in the classification of thymic tumors.
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Affiliation(s)
- S G Goh
- Department of Pathology, Singapore General Hospital, Outram Road, 169608, Singapore, Singapore
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Abstract
Smooth muscle lesions of the large bowel, excluding the rectum, are generally rare, and diffuse smooth muscle lesions, termed leiomyomatosis, are even rarer. In this report, we document, for the first time, leiomyomatosis-like lymphangioleiomyomatosis (LAM) of the ascending, transverse, and descending colon in association with bilateral renal angiomyolipoma (AML) in a 30-year-old Chinese female with tuberous sclerosis complex (TSC). She presented with protracted constipation for which a colectomy was performed. Histology disclosed multiple confluent nodular CD34 and CD117 negative smooth muscle proliferation within the large bowel wall, whereas the renal biopsy revealed typical features of AML. Interestingly, the epithelioid smooth muscle cells of both the colonic and renal lesions were HMB45 positive, suggesting that leiomyomatosis-like LAM of the colon, pulmonary LAM and AML are closely related entities. The patient remained free of complications for the last five years after surgery. Leiomyomatosis-like LAM of the large bowel probably represents another manifestation of the tendency of TSC to be associated with proliferative lesions.
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Affiliation(s)
- S G Goh
- Department of Pathology, Singapore General Hospital, Outram Road, Singapore 169608.
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Reddy VA, Bates CJ, Goh SG, Rowland MG, Greenwood AM, Greenwood B, Paul AA. Riboflavin, folate and vitamin C status of Gambian women during pregnancy: a comparison between urban and rural communities. Trans R Soc Trop Med Hyg 1987; 81:1033-7. [PMID: 3503405 DOI: 10.1016/0035-9203(87)90390-7] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/06/2023] Open
Abstract
Anthropometric, haematological and vitamin status indices were measured in a group of pregnant women living in the urban community of Bakau in The Gambia, West Africa. Their haematological and anthropometric indices were generally within normal limits. Vitamin C status was also acceptable and was similar to values observed in rural Gambian women sampled at the same time of year. Folate status was similar to that seen previously in rural Gambian communities, and there was a strong intrasubject correlation between plasma and red cell folate levels, together with a trend towards higher values as pregnancy progressed. This was consistent with probable compliance with local recommendations for folate supplementation during pregnancy. The urban Gambian women also resembled their rural counterparts in having very poor biochemical riboflavin status, which deteriorated as pregnancy progressed. In this respect they differed markedly from UK women, who had satisfactory riboflavin status even in late pregnancy. The existence of severe biochemical riboflavin deficiency, even in urban Gambian women, whose anthropometric indices are not compatible with severe general malnutrition, suggests that a deficiency of this vitamin may be widespread in Sahelian West Africa. Measures to improve maternal vitamin status during pregnancy would therefore be equally appropriate in both rural and urban communities.
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Affiliation(s)
- V A Reddy
- Medical Research Council Dunn Nutrition Unit, Cambridge, UK
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Rowland MG, Goh SG, Williams K, Campbell AD, Beards GM, Sanders RC, Flewett TH. Epidemiological aspects of rotavirus infection in young Gambian children. Ann Trop Paediatr 1985; 5:23-8. [PMID: 2409894 DOI: 10.1080/02724936.1985.11748354] [Citation(s) in RCA: 20] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/31/2022]
Abstract
Rotavirus gastro-enteritis in young Gambian children has its maximum impact on infants after the age of one month, in whom it produces short, well-defined annual winter epidemics with clinical dehydration in up to 18% of those infected. Sporadic infection was observed in neonates who were often asymptomatic, throughout one year but not in the subsequent year. In two consecutive years studied there was a major change from subgroup I, serotype 2 to subgroup II, serotypes 1 and 3. This could have contributed to the failure of children to develop protective immunity against sequential disease following an infection during infancy. If rotavirus morbidity in this community is to be notably reduced by a vaccination programme it would need to be carried out in early infancy prior to the winter season. Evaluation of a type-specific vaccine should include monitoring secular changes in rotavirus serotypes throughout subsequent epidemics.
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Lloyd-Evans N, Pickering HA, Goh SG, Rowland MG. Food and water hygiene and diarrhoea in young Gambian children: a limited case control study. Trans R Soc Trop Med Hyg 1984; 78:209-11. [PMID: 6380015 DOI: 10.1016/0035-9203(84)90279-7] [Citation(s) in RCA: 21] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/19/2023] Open
Abstract
During the annual rainy season epidemic of diarrhoea in The Gambia, two groups of urban children were identified, one of which remained completely free of diarrhoea and another in which diarrhoeal prevalence exceed 30% over a period of three months. Microbiological studies on the food and water consumed by these children during one day showed widely varying degrees of contamination in both groups. No difference was observed in levels of contamination, faecal or otherwise, between the two groups. The real problem seemed to lie in accounting for the freedom from diarrhoea of some children rather than explaining possible causes of morbidity in others.
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