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Updated: Mar 3, 2026

Cost-effective Method for Microbial Source Tracking Using Specific Human and Animal Viruses
Published on: December 3, 2011
Bacteroidales markers for microbial source tracking in Southeast Asia.
Jean Pierre Nshimyimana1, Mercedes C Cruz2, R Janelle Thompson3
1School of Civil and Environmental Engineering, Nanyang Technological University (NTU), 50 Nanyang Avenue, Singapore, 639798, Singapore; Singapore Centre for Environmental Life Sciences Engineering, NTU, 60 Nanyang Dr., Singapore, 637551, Singapore; Department of Civil and Environmental Engineering, Massachusetts Institute of Technology (MIT), 77 Massachusetts Avenue, Cambridge, MA 02139, USA; Centre for Environmental Sensing and Modeling, Singapore-MIT Alliance for Research and Technology, 1 Create Way, Singapore, 138602, Singapore.
This study validated host-associated Bacteroidales assays for identifying fecal pollution sources in Singapore. The best human assay was B. theta, while BacCan tracked dog pollution, and BacUni detected total Bacteroidales in mammals.
Area of Science:
- Environmental microbiology
- Molecular biology
- Public health
Background:
- Fecal pollution in urban tropical environments poses a significant public health challenge.
- Host-associated microbial markers are crucial for tracing pollution sources.
- Previous studies have focused on different geographical regions, necessitating local validation.
Purpose of the Study:
- To validate host-associated Bacteroidales 16S rRNA gene marker assays for identifying fecal pollution sources in Singapore's urban tropical environment.
- To compare the performance of various human- and animal-associated assays.
- To assess the cross-reactivity of assays with different animal species.
Main Methods:
- Collection of 295 samples from sewage, humans, domesticated animals, and wild animals in Singapore.
- Analysis using real-time PCR with specific human-associated (e.g., B. theta), canine-associated (BacCan), and total Bacteroidales (BacUni) assays.
- Evaluation of diagnostic sensitivity and specificity for each assay.
Main Results:
- B. theta demonstrated high sensitivity (69% in stool, 100% in sewage) and specificity (98%) for human fecal pollution.
- BacCan assay was validated for tracking canine fecal pollution with >80% sensitivity and specificity.
- BacUni showed 100% sensitivity and specificity for mammals, confirming its utility for total Bacteroidales detection.
- Rabbit fecal samples exhibited cross-reactivity with several human and canine assays.
Conclusions:
- B. theta is a reliable marker for human fecal pollution in Singapore, differing from preferred assays in South Asia.
- BacCan and BacUni assays are effective for tracking canine and total mammalian fecal pollution, respectively.
- Identified cross-reactivity highlights the need for careful assay selection in diverse environments.
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