The Influence of Precipitation and Vessel Traffic on the Distribution of Fecal Indicator Bacteria and qPCR Source Tracking Markers Across Coastal Groundwater and Surface Water in Brazoria County, Texas

AIMS: This study aimed to assess the spatial and categorical variability of fecal contamination across well, pore, and surface waters along the Brazoria County Texas coastline, and to identify environmental and anthropogenic drivers influencing microbial distributions using fecal indicator bacteria (FIB) and microbial source tacking (MST) approaches. METHODS AND RESULTS: A total of 398 water samples were collected from 18 sites between July 2023 and June 2024. Culture-based Enterococcus enumeration and qPCR-based MST markers targeting avian (GFD), canine (DG3), environmental Enterococcus (Entero1a), and human-associated (HF183 & HumanmtND5) sources were analyzed alongside physicochemical parameters, environmental and anthropogenic data. Enterococcus concentrations ranged from <1 to >2419.6 MPN/100mL, with surface waters showing significantly higher contamination than well and pore waters (p < 0.05). Entero1a and GFD were detected in all samples, indicating dominant environmental and avian contributions, while human associated markers were spatially concentrated near the Houston Freeport channel. Correlation and principal component analysis revealed compartment-specific microbial dynamics and demonstrated that precipitation and vessel activity significantly influenced microbial variability in surface waters. CONCLUSIONS: Fecal contamination was strongly structured by hydrological compartment, environmental conditions, and proximity to anthropogenic activity. The combined use of culture-based Enterococcus FIB and qPCR MST markers enhance both quantification and source identification across interconnected water systems.

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Publication Details

Journal
Journal of Applied Microbiology
Published
2026-09-10
DOI
https://doi.org/10.1093/jambio/lxag235
Primary Topic
Fecal contamination and water quality
Type
article
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article

The Influence of Precipitation and Vessel Traffic on the Distribution of Fecal Indicator Bacteria and qPCR Source Tracking Markers Across Coastal Groundwater and Surface Water in Brazoria County, Texas

Carlos Romero-Vazquez, Roya Narimani, Akanksha Matta, Vikram Kapoor et al.
Journal of Applied Microbiology
Fecal contamination and water quality
article

The Influence of Precipitation and Vessel Traffic on the Distribution of Fecal Indicator Bacteria and qPCR Source Tracking Markers Across Coastal Groundwater and Surface Water in Brazoria County, Texas

Carlos Romero-Vazquez, Roya Narimani, Akanksha Matta, Vikram Kapoor, Dipti Anik Dhar, Dorina Murgulet, J David Felix, Lucy Flores
article en

Abstract

AIMS: This study aimed to assess the spatial and categorical variability of fecal contamination across well, pore, and surface waters along the Brazoria County Texas coastline, and to identify environmental and anthropogenic drivers influencing microbial distributions using fecal indicator bacteria (FIB) and microbial source tacking (MST) approaches. METHODS AND RESULTS: A total of 398 water samples were collected from 18 sites between July 2023 and June 2024. Culture-based Enterococcus enumeration and qPCR-based MST markers targeting avian (GFD), canine (DG3), environmental Enterococcus (Entero1a), and human-associated (HF183 & HumanmtND5) sources were analyzed alongside physicochemical parameters, environmental and anthropogenic data. Enterococcus concentrations ranged from <1 to >2419.6 MPN/100mL, with surface waters showing significantly higher contamination than well and pore waters (p < 0.05). Entero1a and GFD were detected in all samples, indicating dominant environmental and avian contributions, while human associated markers were spatially concentrated near the Houston Freeport channel. Correlation and principal component analysis revealed compartment-specific microbial dynamics and demonstrated that precipitation and vessel activity significantly influenced microbial variability in surface waters. CONCLUSIONS: Fecal contamination was strongly structured by hydrological compartment, environmental conditions, and proximity to anthropogenic activity. The combined use of culture-based Enterococcus FIB and qPCR MST markers enhance both quantification and source identification across interconnected water systems.

Journal of Applied Microbiology
University of North Carolina Wilmington (US), Texas General Land Office (US), The University of Texas at San Antonio (US), Texas A&M University – Corpus Christi (US)
Life below water
Openalex Percentile: Top 20%
Fecal contamination and water quality
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