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1.
Pathogens ; 13(5)2024 May 14.
Article in English | MEDLINE | ID: mdl-38787257

ABSTRACT

The environmental tenacity of influenza A viruses (IAVs) in the environment likely plays a role in their transmission; IAVs are able to remain infectious in aquatic habitats and may have the capacity to seed outbreaks when susceptible wild bird hosts utilize these same environments months or even seasons later. Here, we aimed to assess the persistence of low-pathogenicity IAVs from naturally infected ducks in Northwestern Minnesota through a field experiment. Viral infectivity was measured using replicate samples maintained in distilled water in a laboratory setting as well as in filtered water from four natural water bodies maintained in steel perforated drums (hereafter, mesocosms) within the field from autumn 2020 to spring 2021. There was limited evidence for the extended persistence of IAVs held in mesocosms; from 65 initial IAV-positive samples, only six IAVs persisted to at least 202 days in the mesocosms compared to 17 viruses persisting at least this long when held under temperature-controlled laboratory settings in distilled water. When accounting for the initial titer of samples, viruses detected at a higher concentration at the initiation of the experiment persisted longer than those with a lower starting titer. A parallel experimental laboratory model was used to further explore the effects of water type on viral persistence, and the results supported the finding of reduced tenacity of IAVs held in mesocosms compared to distilled water. The results of this investigation provide evidence that many factors, including temperature and physicochemical properties, impact the duration of viral infectivity in natural settings, further extending our understanding of the potential and limitations of environmental-based methodologies to recover infectious IAVs.

2.
Virology ; 589: 109938, 2024 01.
Article in English | MEDLINE | ID: mdl-37977084

ABSTRACT

We detected and characterized highly pathogenic avian influenza viruses among hunter-harvested wild waterfowl inhabiting western Alaska during September-October 2022 using a molecular sequencing pipeline applied to RNA extracts derived directly from original swab samples. Genomic characterization of 10 H5 clade 2.3.4.4b avian influenza viruses detected with high confidence provided evidence for three independent viral introductions into Alaska. Our results highlight the utility and some potential limits of applying molecular processing approaches directly to RNA extracts from original swab samples for viral research and monitoring.


Subject(s)
Influenza A Virus, H5N1 Subtype , Influenza A virus , Influenza in Birds , Animals , Influenza A Virus, H5N1 Subtype/genetics , Influenza in Birds/epidemiology , Alaska/epidemiology , Birds , Animals, Wild , Influenza A virus/genetics , RNA , Phylogeny
3.
Appl Environ Microbiol ; 89(6): e0031923, 2023 06 28.
Article in English | MEDLINE | ID: mdl-37195171

ABSTRACT

Carbapenem-resistant Enterobacteriaceae (CRE) are a global threat to human health and are increasingly being isolated from nonclinical settings. OXA-48-producing Escherichia coli sequence type 38 (ST38) is the most frequently reported CRE type in wild birds and has been detected in gulls or storks in North America, Europe, Asia, and Africa. The epidemiology and evolution of CRE in wildlife and human niches, however, remains unclear. We compared wild bird origin E. coli ST38 genome sequences generated by our research group and publicly available genomic data derived from other hosts and environments to (i) understand the frequency of intercontinental dispersal of E. coli ST38 clones isolated from wild birds, (ii) more thoroughly measure the genomic relatedness of carbapenem-resistant isolates from gulls sampled in Turkey and Alaska, USA, using long-read whole-genome sequencing and assess the spatial dissemination of this clone among different hosts, and (iii) determine whether ST38 isolates from humans, environmental water, and wild birds have different core or accessory genomes (e.g., antimicrobial resistance genes, virulence genes, plasmids) which might elucidate bacterial or gene exchange among niches. Our results suggest that E. coli ST38 strains, including those resistant to carbapenems, are exchanged between humans and wild birds, rather than separately maintained populations within each niche. Furthermore, despite close genetic similarity among OXA-48-producing E. coli ST38 clones from gulls in Alaska and Turkey, intercontinental dispersal of ST38 clones among wild birds is uncommon. Interventions to mitigate the dissemination of antimicrobial resistance throughout the environment (e.g., as exemplified by the acquisition of carbapenem resistance by birds) may be warranted. IMPORTANCE Carbapenem-resistant bacteria are a threat to public health globally and have been found in the environment as well as the clinic. Some bacterial clones are associated with carbapenem resistance genes, such as Escherichia coli sequence type 38 (ST38) and the carbapenemase gene blaOXA-48. This is the most frequently reported carbapenem-resistant clone in wild birds, though it was unclear if it circulated within wild bird populations or was exchanged among other niches. The results from this study suggest that E. coli ST38 strains, including those resistant to carbapenems, are frequently exchanged among wild birds, humans, and the environment. Carbapenem-resistant E. coli ST38 clones in wild birds are likely acquired from the local environment and do not constitute an independent dissemination pathway within wild bird populations. Management actions aimed at preventing the environmental dissemination and acquisition of antimicrobial resistance by wild birds may be warranted.


Subject(s)
Anti-Infective Agents , Carbapenem-Resistant Enterobacteriaceae , Charadriiformes , Escherichia coli Infections , Animals , Humans , Escherichia coli/metabolism , Animals, Wild , Carbapenem-Resistant Enterobacteriaceae/genetics , Carbapenem-Resistant Enterobacteriaceae/metabolism , Birds/microbiology , beta-Lactamases/genetics , beta-Lactamases/metabolism , Escherichia coli Infections/epidemiology , Escherichia coli Infections/veterinary , Escherichia coli Infections/microbiology , Charadriiformes/microbiology , Carbapenems/pharmacology , Anti-Bacterial Agents/pharmacology , Microbial Sensitivity Tests
4.
J Glob Antimicrob Resist ; 33: 186-193, 2023 06.
Article in English | MEDLINE | ID: mdl-36972752

ABSTRACT

OBJECTIVES: A variety of methods have been developed to detect antimicrobial resistance (AMR) in different environments to better understand the evolution and dissemination of this public health threat. Comparisons of results generated using different AMR detection methods, such as quantitative PCR (qPCR) and whole-genome sequencing (WGS), are often imperfect, and few studies have analysed samples in parallel to evaluate differences. In this study, we compared bacterial culture and WGS to a culture-independent commercially available qPCR assay to evaluate the concordance between methods and the utility of each in answering research questions regarding the presence and epidemiology of AMR in wild bird habitats. METHODS: We first assessed AMR gene detection using qPCR in 45 bacterial isolates from which we had existing WGS data. We then analysed 52 wild bird faecal samples and 9 spatiotemporally collected water samples using culture-independent qPCR and WGS of phenotypically resistant indicator bacterial isolates. RESULTS: Overall concordance was strong between qPCR and WGS of bacterial isolates, although concordance differed among antibiotic classes. Analysis of wild bird faecal and water samples revealed that more samples were determined to be positive for AMR via qPCR than via culture and WGS of bacterial isolates, although qPCR did not detect AMR genes in two samples from which phenotypically resistant isolates were found. CONCLUSIONS: Both qPCR and culture followed by sequencing may be effective approaches for characterising AMR genes harboured by wild birds, although data streams produced using these different tools may have advantages and disadvantages that should be considered given the application and sample matrix.


Subject(s)
Anti-Bacterial Agents , Drug Resistance, Bacterial , Animals , Anti-Bacterial Agents/pharmacology , Drug Resistance, Bacterial/genetics , Animals, Wild/microbiology , Birds/genetics , Birds/microbiology , Bacteria/genetics , Ecosystem , Polymerase Chain Reaction , Water
5.
PLoS Pathog ; 18(6): e1010605, 2022 06.
Article in English | MEDLINE | ID: mdl-35666770

ABSTRACT

Wild waterbirds, the natural reservoirs for avian influenza viruses, undergo migratory movements each year, connecting breeding and wintering grounds within broad corridors known as flyways. In a continental or global view, the study of virus movements within and across flyways is important to understanding virus diversity, evolution, and movement. From 2015 to 2017, we sampled waterfowl from breeding (Maine) and wintering (Maryland) areas within the Atlantic Flyway (AF) along the east coast of North America to investigate the spatio-temporal trends in persistence and spread of influenza A viruses (IAV). We isolated 109 IAVs from 1,821 cloacal / oropharyngeal samples targeting mallards (Anas platyrhynchos) and American black ducks (Anas rubripes), two species having ecological and conservation importance in the flyway that are also host reservoirs of IAV. Isolates with >99% nucleotide similarity at all gene segments were found between eight pairs of birds in the northern site across years, indicating some degree of stability among genome constellations and the possibility of environmental persistence. No movement of whole genome constellations were identified between the two parts of the flyway, however, virus gene flow between the northern and southern study locations was evident. Examination of banding records indicate direct migratory waterfowl movements between the two locations within an annual season, providing a mechanism for the inferred viral gene flow. Bayesian phylogenetic analyses provided evidence for virus dissemination from other North American wild birds to AF dabbling ducks (Anatinae), shorebirds (Charidriformes), and poultry (Galliformes). Evidence was found for virus dissemination from shorebirds to gulls (Laridae), and dabbling ducks to shorebirds and poultry. The findings from this study contribute to the understanding of IAV ecology in waterfowl within the AF.


Subject(s)
Influenza A virus , Influenza in Birds , Animals , Bayes Theorem , Birds , Ducks , Influenza A virus/genetics , North America , Phylogeny , Poultry
6.
Sci Total Environ ; 824: 153632, 2022 Jun 10.
Article in English | MEDLINE | ID: mdl-35124031

ABSTRACT

Carbapenem resistant Enterobacteriaceae (CRE) are a threat to public health globally, yet the role of the environment in the epidemiology of CRE remains elusive. Given that wild birds can acquire CRE, likely from foraging in anthropogenically impacted areas, and may aid in the maintenance and dissemination of CRE in the environment, a spatiotemporal comparison of isolates from different regions and timepoints may be useful for elucidating epidemiological information. Thus, we characterized the genomic diversity of CRE from fecal samples opportunistically collected from gulls (Larus spp.) inhabiting Alaska (USA), Chile, Spain, Turkey, and Ukraine and from black kites (Milvus migrans) sampled in Pakistan and assessed evidence for spatiotemporal patterns of dissemination. Within and among sampling locations, a high diversity of carbapenemases was found, including Klebsiella pneumoniae carbapenemase (KPC), New Delhi metallo-beta-lactamase (NDM), oxacillinase (OXA), and Verona integron Metallo beta-lactamase (VIM). Although the majority of genomic comparisons among samples did not provide evidence for spatial dissemination, we did find strong evidence for dissemination among Alaska, Spain, and Turkey. We also found strong evidence for temporal dissemination among samples collected in Alaska and Pakistan, though the majority of CRE clones were transitory and were not repeatedly detected among locations where samples were collected longitudinally. Carbapenemase-producing hypervirulent K. pneumoniae was isolated from gulls in Spain and Ukraine and some isolates harbored antimicrobial resistance genes conferring resistance to up to 10 different antibiotic classes, including colistin. Our results are consistent with local acquisition of CRE by wild birds with spatial dissemination influenced by intermediary transmission routes, likely involving humans. Furthermore, our results support the premise that anthropogenically-associated wild birds may be good sentinels for understanding the burden of clinically-relevant antimicrobial resistance in the local human population.


Subject(s)
Anti-Infective Agents , Carbapenem-Resistant Enterobacteriaceae , Enterobacteriaceae Infections , Animals , Animals, Wild , Anti-Bacterial Agents/pharmacology , Bacterial Proteins/genetics , Birds , Carbapenem-Resistant Enterobacteriaceae/genetics , Drug Resistance, Bacterial/genetics , Enterobacteriaceae Infections/epidemiology , Klebsiella pneumoniae , Microbial Sensitivity Tests , beta-Lactamases/genetics
7.
J Glob Antimicrob Resist ; 25: 23-25, 2021 06.
Article in English | MEDLINE | ID: mdl-33667702

ABSTRACT

OBJECTIVES: Wildlife may harbour clinically important antimicrobial-resistant bacteria, but the role of wildlife in the epidemiology of antimicrobial-resistant bacterial infections in humans is largely unknown. In this study, we aimed to assess dissemination of the blaKPC carbapenemase gene among humans and gulls in Alaska. METHODS: We performed whole-genome sequencing to determine the genetic context of blaKPC in bacterial isolates from all four human carbapenemase-producing Enterobacteriaceae (CPE) infections reported in Alaska between 2013-2018 and to compare the sequences with seven previously reported CPE isolates from gull faeces within the same region and time period. RESULTS: Genomic analysis of CPE isolates suggested independent acquisition events among humans with no evidence for direct transmission of blaKPC between people and gulls. However, some isolates shared conserved genetic elements surrounding blaKPC, suggesting possible exchange between species. CONCLUSION: Our results highlight the genomic plasticity associated with blaKPC and demonstrate that sampling of wildlife may be useful for identifying clinically relevant antimicrobial resistance not observed through local passive surveillance in humans.


Subject(s)
Carbapenem-Resistant Enterobacteriaceae , Charadriiformes , Enterobacteriaceae Infections , Alaska/epidemiology , Animals , Anti-Bacterial Agents/pharmacology , Enterobacteriaceae Infections/epidemiology , Genomics , Humans
8.
Sci Total Environ ; 764: 144551, 2021 Apr 10.
Article in English | MEDLINE | ID: mdl-33385653

ABSTRACT

Anthropogenic inputs into the environment may serve as sources of antimicrobial resistant bacteria and alter the ecology and population dynamics of synanthropic wild animals by providing supplemental forage. In this study, we used a combination of phenotypic and genomic approaches to characterize antimicrobial resistant indicator bacteria, animal telemetry to describe host movement patterns, and a novel modeling approach to combine information from these diverse data streams to investigate the acquisition and long-distance dispersal of antimicrobial resistant bacteria by landfill-foraging gulls. Our results provide evidence that gulls acquire antimicrobial resistant bacteria from anthropogenic sources, which they may subsequently disperse across and between continents via migratory movements. Furthermore, we introduce a flexible modeling framework to estimate the relative dispersal risk of antimicrobial resistant bacteria in western North America and adjacent areas within East Asia, which may be adapted to provide information on the risk of dissemination of other organisms and pathogens maintained by wildlife through space and time.


Subject(s)
Anti-Infective Agents , Charadriiformes , Animals , Bacteria , Drug Resistance, Bacterial , Asia, Eastern , North America , Waste Disposal Facilities
9.
J Microbiol Methods ; 172: 105892, 2020 05.
Article in English | MEDLINE | ID: mdl-32184162

ABSTRACT

A method was developed and validated for the detection of colistin-resistant Escherichia coli containing mcr-1 in the feces of feral swine. Following optimization of an enrichment method using EC broth supplemented with colistin (1 µg/mL) and vancomycin (8 µg/mL), aliquots derived from 100 feral swine fecal samples were spiked with of one of five different mcr-1 positive E. coli strains (between 100 and 104 CFU/g), for a total of 1110 samples tested. Enrichments were then screened using a simple boil-prep and a previously developed real-time PCR assay for mcr-1 detection. The sensitivity of the method was determined in swine feces, with mcr-1 E. coli inocula of 0.1-9.99 CFU/g (n = 340), 10-49.99 CFU/g (n = 170), 50-99 CFU/g (n = 255), 100-149 CFU/g (n = 60), and 200-2200 CFU/g (n = 175), which were detected with 32%, 72%, 88%, 95%, and 98% accuracy, respectively. Uninoculated controls (n = 100) were negative for mcr-1 following enrichment.


Subject(s)
Colistin/pharmacology , Drug Resistance, Bacterial/drug effects , Escherichia coli/drug effects , Escherichia coli/isolation & purification , Feces/microbiology , Animals , Anti-Bacterial Agents/pharmacology , Escherichia coli/genetics , Escherichia coli Infections/microbiology , Escherichia coli Proteins/genetics , Escherichia coli Proteins/isolation & purification , Mass Screening , Microbial Sensitivity Tests , Real-Time Polymerase Chain Reaction , Swine , Swine Diseases/microbiology
10.
Sci Rep ; 10(1): 4408, 2020 03 10.
Article in English | MEDLINE | ID: mdl-32157139

ABSTRACT

In 2015, the mcr-1 gene was discovered in Escherichia coli in domestic swine in China that conferred resistance to colistin, an antibiotic of last resort used in treating multi-drug resistant bacterial infections in humans. Since then, mcr-1 was found in other human and animal populations, including wild gulls. Because gulls could disseminate the mcr-1 gene, we conducted an experiment to assess whether gulls are readily colonized with mcr-1 positive E. coli, their shedding patterns, transmission among conspecifics, and environmental deposition. Shedding of mcr-1 E. coli by small gull flocks followed a lognormal curve and gulls shed one strain >101 log10 CFU/g in their feces for 16.4 days, which persisted in the environment for 29.3 days. Because gulls are mobile and can shed antimicrobial-resistant bacteria for extended periods, gulls may facilitate transmission of mcr-1 positive E. coli to humans and livestock through fecal contamination of water, public areas and agricultural operations.


Subject(s)
Charadriiformes/microbiology , Escherichia coli Proteins/genetics , Escherichia coli/physiology , Animals , Bacterial Shedding , Charadriiformes/genetics , Drug Resistance, Bacterial , Environmental Monitoring , Escherichia coli/genetics , Feces/microbiology , Humans , Livestock/microbiology
11.
J Wildl Dis ; 56(1): 1-15, 2020 01.
Article in English | MEDLINE | ID: mdl-31567035

ABSTRACT

The proliferation of antibiotic-resistant bacteria in the environment has potential negative economic and health consequences. Thus, previous investigations have targeted wild animals to understand the occurrence of antibiotic resistance in diverse environmental sources. In this critical review and synthesis, we summarized important concepts learned through the sampling of wildlife for antibiotic-resistant indicator bacteria. These concepts are helpful for understanding dissemination of resistance through environmental pathways and helping to guide future research efforts. Our review begins by briefly introducing antibiotic resistance as it pertains to bacteria harbored in environmental sources such as wild animals. Next, we differentiate wildlife from other animals in the context of how diverse taxa provide different information on antibiotic resistance in the environment. In the third section of our review, we identify representative research and seminal works that illustrate important associations between the occurrence of antibiotic-resistant bacteria in wildlife and anthropogenic inputs into the environment. For example, we highlight numerous investigations that support the premise that anthropogenic inputs into the environment drive the occurrence of antibiotic resistance in bacteria harbored by free-ranging wildlife. Additionally, we summarize previous research demonstrating foraging as a mechanism by which wildlife may be exposed to anthropogenic antibiotic resistance contamination in the environment. In the fourth section of our review, we summarize molecular evidence for the acquisition and dissemination of resistance among bacteria harbored by wildlife. In the fifth section, we identify what we believe to be important data gaps and potential future directions that other researchers may find useful toward the development of efficient, informative, and impactful investigations of antibiotic-resistant bacteria in wildlife. Finally, we conclude our review by highlighting the need to move from surveys that simply identify antibiotic-resistant bacteria in wildlife toward hypothesis-driven investigations that: 1) identify point sources of antibiotic resistance; 2) provide information on risk to human and animal health; 3) identify interventions that may interrupt environmentally mediated pathways of antibiotic resistance acquisition and transmission; and 4) evaluate whether management practices are leading to desirable outcomes.


Subject(s)
Animals, Wild/microbiology , Anti-Bacterial Agents/pharmacology , Bacteria/drug effects , Animals , Animals, Zoo/microbiology , Drug Resistance, Bacterial , Humans
12.
Article in English | MEDLINE | ID: mdl-31209000

ABSTRACT

Here, we report the first detection of carbapenemase-producing Escherichia coli in Alaska and in wildlife in the United States. Wild bird (gull) feces sampled at three locations in Southcentral Alaska yielded isolates that harbored plasmid-encoded blaKPC-2 or chromosomally encoded blaOXA-48 and genes associated with antimicrobial resistance to up to eight antibiotic classes.


Subject(s)
Bacterial Proteins/metabolism , Birds/microbiology , Escherichia coli/enzymology , Escherichia coli/genetics , beta-Lactamases/metabolism , Alaska , Animals , Carbapenem-Resistant Enterobacteriaceae/enzymology , Carbapenem-Resistant Enterobacteriaceae/genetics , Enterobacteriaceae/enzymology , Enterobacteriaceae/genetics , Plasmids/genetics
13.
Environ Microbiol Rep ; 11(5): 669-671, 2019 10.
Article in English | MEDLINE | ID: mdl-31216374

ABSTRACT

We tested extended-spectrum ß-lactamase producing bacteria from wild gulls (Larus spp.) sampled in 2009 for the presence of mcr-1. We report the detection of mcr-1 and describe genome characteristics of four Escherichia coli and one Klebsiella pneumoniae isolate from Spain and Portugal that also exhibited colistin resistance. Results represent the earliest evidence for colistin-resistant bacteria in European wildlife.


Subject(s)
Charadriiformes/microbiology , Drug Resistance, Multiple, Bacterial , Escherichia coli Infections/veterinary , Escherichia coli Proteins/genetics , Klebsiella Infections/veterinary , Animals , Anti-Bacterial Agents/pharmacology , Bacterial Proteins/genetics , Bird Diseases/microbiology , Colistin/pharmacology , Escherichia coli/classification , Escherichia coli/drug effects , Escherichia coli/genetics , Klebsiella pneumoniae/drug effects , Klebsiella pneumoniae/genetics , Microbial Sensitivity Tests , Portugal , Spain , beta-Lactamases
14.
Mol Ecol ; 28(10): 2531-2545, 2019 05.
Article in English | MEDLINE | ID: mdl-30980689

ABSTRACT

Gulls (Larus spp.) have frequently been reported to carry Escherichia coli exhibiting antimicrobial resistance (AMR E. coli); however, the pathways governing the acquisition and dispersal of such bacteria are not well described. We equipped 17 landfill-foraging gulls with satellite transmitters and collected gull faecal samples longitudinally from four locations on the Kenai Peninsula, Alaska to assess: (a) gull attendance and transitions between sites, (b) spatiotemporal prevalence of faecally shed AMR E. coli, and (c) genomic relatedness of AMR E. coli isolates among sites. We also sampled Pacific salmon (Oncorhynchus spp.) harvested as part of personal-use dipnet fisheries at two sites to assess potential contamination with AMR E. coli. Among our study sites, marked gulls most commonly occupied the lower Kenai River (61% of site locations) followed by the Soldotna landfill (11%), lower Kasilof River (5%) and upper Kenai River (<1%). Gulls primarily moved between the Soldotna landfill and the lower Kenai River (94% of transitions among sites), which were also the two locations with the highest prevalence of AMR E. coli. There was relatively high spatial and temporal variability in AMR E. coli prevalence in gull faeces and there was no evidence of contamination on salmon harvested in personal-use fisheries. We identified E. coli sequence types and AMR genes of clinical importance, with some isolates possessing genes associated with resistance to as many as eight antibiotic classes. Our findings suggest that gulls acquire AMR E. coli at habitats with anthropogenic inputs and subsequent movements may represent pathways through which AMR is dispersed.


Subject(s)
Charadriiformes/microbiology , Escherichia coli Infections/transmission , Escherichia coli/growth & development , Face/microbiology , Alaska , Animals , Anti-Bacterial Agents/pharmacology , Drug Resistance, Bacterial , Escherichia coli/drug effects , Escherichia coli/pathogenicity , Escherichia coli Infections/microbiology , Feces/microbiology , Humans
15.
Sci Rep ; 8(1): 7361, 2018 05 09.
Article in English | MEDLINE | ID: mdl-29743625

ABSTRACT

Antimicrobial resistance (AMR) in bacterial pathogens threatens global health, though the spread of AMR bacteria and AMR genes between humans, animals, and the environment is still largely unknown. Here, we investigated the role of wild birds in the epidemiology of AMR Escherichia coli. Using next-generation sequencing, we characterized cephalosporin-resistant E. coli cultured from sympatric gulls and bald eagles inhabiting a landfill habitat in Alaska to identify genetic determinants conferring AMR, explore potential transmission pathways of AMR bacteria and genes at this site, and investigate how their genetic diversity compares to isolates reported in other taxa. We found genetically diverse E. coli isolates with sequence types previously associated with human infections and resistance genes of clinical importance, including blaCTX-M and blaCMY. Identical resistance profiles were observed in genetically unrelated E. coli isolates from both gulls and bald eagles. Conversely, isolates with indistinguishable core-genomes were found to have different resistance profiles. Our findings support complex epidemiological interactions including bacterial strain sharing between gulls and bald eagles and horizontal gene transfer among E. coli harboured by birds. Results suggest that landfills may serve as a source for AMR acquisition and/or maintenance, including bacterial sequence types and AMR genes relevant to human health.


Subject(s)
Birds/microbiology , Cephalosporins/pharmacology , Drug Resistance, Bacterial , Escherichia coli/isolation & purification , Genomics , Models, Animal , Waste Disposal Facilities , Alaska , Animals , Drug Resistance, Bacterial/genetics , Escherichia coli/classification , Escherichia coli/drug effects , Escherichia coli/genetics , Feces/microbiology , Phenotype , Phylogeny , Whole Genome Sequencing
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