ArticleFrontiers in microbiology2020
A Cross-Sectional Study of Dairy Cattle Metagenomes Reveals Increased Antimicrobial Resistance in Animals Farmed in a Heavy Metal Contaminated Environment.
Article in Frontiers in microbiology, 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 16 papers.
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Who cites it
16 citing papers in PubMed, 28 citations in OpenAlex.
- Age- and diet-driven assembly of the gut antibiotic resistome in humans and food-producing animals.Gut microbes · 2026Review
- Nasopharyngeal microbiome and resistome profiles in dairy calves fed milk replacer with low-level β-lactams.JDS communications · 2026Article
- Global Analysis of the Co-Occurrence of Antimicrobial and Metal Resistance Genes in Bacterial Genomes From Dairy-Isolated Pathogens.Environmental microbiology · 2026Article
- Impacts of heavy metal-contaminated feed on growing goats: nutrient digestibility, metal absorption, tissue accumulation, meat quality, and carcass characteristics.Frontiers in veterinary science · 2026Article
- Are Putative Beta-Lactamases Posing a Potential Future Threat?Antibiotics (Basel, Switzerland) · 2025Article
- Genomic and phylogeographical analysis revealed CTX-M-55 producingOne health (Amsterdam, Netherlands) · 2025Article
- Copper induced augmentation of antibiotic resistance in Acinetobacter baumannii MCC 3114.Biometals : an international journal on the role of metal ions in biology, biochemistry, and medicine · 2025Article
- Effects of dietary zinc on the gut microbiome and resistome of the gestating cow and neonatal calf.Animal microbiome · 2024Article
- The SbbHLH041-International journal of molecular sciences · 2023Article
- Bats Are Carriers of Antimicrobial-ResistantAntibiotics (Basel, Switzerland) · 2023Article
- Potential influence of antimicrobial resistance gene content in probiotic bacteria on the gut resistome ecosystems.Frontiers in nutrition · 2023Review
- FI: The Fecobiome Initiative.Foodborne pathogens and disease · 2022Article
- Genomic features of a multidrug-resistant and mercury-tolerant environmental Escherichia coli recovered after a mining dam disaster in South America.The Science of the total environment · 2022Article
- Occurrence of Pharmaceuticals and Endocrine Disrupting Compounds in Brazilian Water and the Risks They May Represent to Human Health.International journal of environmental research and public health · 2021Article
- Mobile Antimicrobial Resistance Genes in Probiotics.Antibiotics (Basel, Switzerland) · 2021Article
- How Do the Players Play? A Post-Genomic Analysis Paradigm to Understand Aquatic Ecosystem Processes.Frontiers in molecular biosciences · 2021Article
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Authors and funding
8 authors at 2 institutions in 2 countries.
Funding
Abstract
The use of heavy metals in economic and social development can create an accumulation of toxic waste in the environment. High concentrations of heavy metals can damage human and animal health, lead to the development of antibiotic resistance, and possibly change in bovine microbiota. It is important to investigate the influence of heavy metals in food systems to determine potential harmful effects environmental heavy metal contamination on human health. Because of a mining dam rupture, 43 million cubic meters of iron ore waste flowed into the Doce river basin surrounding Mariana City, Brazil, in 2015. Following this environmental disaster, we investigated the consequences of long-term exposure to contaminated drinking water on the microbiome and resistome of dairy cattle. We identified bacterial antimicrobial resistance (AMR) genes in the feces, rumen fluid, and nasopharynx of 16 dairy cattle 4 years after the environmental disaster. Cattle had been continuously exposed to heavy metal contaminated water until sample collection (A) and compared them to analogous samples from 16 dairy cattle in an unaffected farm, 356 km away (B). The microbiome and resistome of farm A and farm B differed in many aspects. The distribution of genes present in the cattle's nasopharynx, rumen, and feces conferring AMR was highly heterogeneous, and most genes were present in only a few samples. The relative abundance and prevalence (presence/absence) of AMR genes were higher in farm A than in farm B. Samples from farm A had a higher prevalence (presence) of genes conferring resistance to multiple drugs, metals, biocides, and multi-compound resistance. Fecal samples had a higher relative abundance of AMR genes, followed by rumen fluid samples, and the nasopharynx had the lowest relative abundance of AMR genes detected. Metagenome functional annotation suggested that selective pressures of heavy metal exposure potentially skewed pathway diversity toward fewer, more specialized functions. This is the first study that evaluates the consequences of a Brazilian environmental accident with mining ore dam failure in the microbiome of dairy cows. Our findings suggest that the long-term persistence of heavy metals in the environment may result in differences in the microbiota and enrichment of antimicrobial-resistant bacteria. Our results also suggest that AMR genes are most readily detected in fecal samples compared to rumen and nasopharyngeal samples which had relatively lower bacterial read counts. Since heavy metal contamination has an effect on the animal microbiome, environmental management is warranted to protect the food system from hazardous consequences.
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