Metagenomic Analysis of Microbial Contamination in the U.S. Portion of the Tijuana River Watershed.
Nicholas AllsingScott T KelleyAlexandra N FoxKarilyn E SantPublished in: International journal of environmental research and public health (2022)
The Tijuana River watershed is binational, flowing from Tijuana, Mexico into San Diego and Imperial Beach, USA. Aging sewage and stormwater infrastructure in Tijuana has not kept pace with population growth, causing overflows into this watershed during major rainfall or equipment failures. The public health consequences of this impaired watershed on the surrounding communities remain unknown. Here, we performed untargeted metagenomic sequencing to better characterize the sewage contamination in the Tijuana River, identifying potential pathogens and molecular indicators of antibiotic resistance in surface waters. In 2019-2020, water samples were collected within 48 h of major rainfall events at five transborder flow sites and at the mouth of the river in the US portion of the Tijuana River and estuary. After filtration, DNA was extracted and sequenced, and sequences were run through the Kaiju taxonomic classification program. A pathogen profile of the most abundant disease-causing microbes and viruses present in each of the samples was constructed, and specific markers of fecal contamination were identified and linked to each site. Results from diversity analysis between the sites showed clear distinction as well as similarities between sites and dates, and antibiotic-resistant genes were found at each site. This serves as a baseline characterization of microbial exposures to these local communities.
Keyphrases
- water quality
- public health
- risk assessment
- drinking water
- antibiotic resistance genes
- microbial community
- human health
- health risk
- machine learning
- mass spectrometry
- deep learning
- single cell
- cell free
- wastewater treatment
- quality improvement
- genome wide
- single molecule
- gene expression
- dna methylation
- heavy metals
- high resolution
- liquid chromatography
- transcription factor
- multidrug resistant
- genetic diversity