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1.
Poult Sci ; 102(4): 102543, 2023 Apr.
Article En | MEDLINE | ID: mdl-36863122

Avian pathogenic E. coli (APEC), a causative agent of colibacillosis, is associated with high mortality and morbidity which results in severe economic losses to the poultry industry worldwide. APEC can be transmitted to humans through the consumption of contaminated poultry products. The limited effect of the current vaccines and the advent of drug-resistant strains have necessitated the development of alternative therapies. Previously, we identified 2 small molecules (SMs; [quorum sensing inhibitor; QSI-5] and [growth inhibitor; GI-7]) with high efficacy in vitro and in chickens subcutaneously challenged with APEC O78. Here, we optimized the oral challenge dose of APEC O78 in chickens to mimic the infection in the natural settings, evaluated the efficacy of the GI-7, QSI-5, and combination of GI-7 and QSI-5 (GI7+ QSI-5) in chickens orally infected with APEC, and compared their efficacy to sulfadimethoxine (SDM), an antibiotic currently used to treat APEC. Using the optimized dose of each SM in drinking water, GI-7, QSI-5, GI7+ QSI-5, and SDM were evaluated in chickens challenged with the optimized dose of APEC O78 (1 × 109 CFU/chicken; orally; d 2 of age) and grown on built-up floor litter. Reduction in mortality was 90, 80, 80, and 70% in QSI-5, GI-7+QSI-5, GI-7, and SDM treated groups compared to the positive control (PC), respectively. GI-7, QSI-5, GI-7+QSI-5, and SDM reduced the APEC load in the cecum by 2.2, 2.3, 1.6, and 0.6 logs and in the internal organs by 1.3, 1.2, 1.4, and 0.4 logs compared to PC (P < 0.05), respectively. The cumulative pathological lesions scores were 0.51, 0.24, 0.0, 0.53, and 1.53 in GI-7, QSI-5, GI-7+QSI-5, SDM, and PC groups, respectively. Overall, GI-7 and QSI-5 individually have promising effects as a potential antibiotic-independent approach to control APEC infections in chickens.


Escherichia coli Infections , Poultry Diseases , Humans , Animals , Escherichia coli , Chickens , Quorum Sensing , Growth Inhibitors/pharmacology , Escherichia coli Infections/drug therapy , Escherichia coli Infections/veterinary , Anti-Bacterial Agents/pharmacology , Anti-Bacterial Agents/therapeutic use , Sulfadimethoxine/pharmacology , Poultry Diseases/drug therapy , Poultry Diseases/prevention & control
2.
Infect Immun ; 90(10): e0033722, 2022 10 20.
Article En | MEDLINE | ID: mdl-36135600

Campylobacter jejuni is the most common cause of bacterial foodborne gastroenteritis and holds significant public health importance. The continuing increase of antibiotic-resistant Campylobacter necessitates the development of antibiotic-alternative approaches to control infections in poultry and in humans. Here, we assessed the ability of E. coli Nissle 1917 (EcN; free and chitosan-alginate microencapsulated) to reduce C. jejuni colonization in chickens and measured the effect of EcN on the immune responses, intestinal morphology, and gut microbes of chickens. Our results showed that the supplementation of 3-week-old chickens daily with free EcN in drinking water resulted in a 2.0 log reduction of C. jejuni colonization in the cecum, whereas supplementing EcN orally three times a week, either free or microencapsulated, resulted in 2.0 and 2.5 log reductions of C. jejuni colonization, respectively. Gavaged free and microencapsulated EcN did not have an impact on the evenness or the richness of the cecal microbiota, but it did increase the villous height (VH), crypt depth (CD), and VH:CD ratio in the jejunum and ileum of chickens. Further, the supplementation of EcN (all types) increased C. jejuni-specific and total IgA and IgY antibodies in chicken's serum. Microencapsulated EcN induced the expression of several cytokines and chemokines (1.6 to 4.3-fold), which activate the Th1, Th2, and Th17 pathways. Overall, microencapsulated EcN displayed promising effects as a potential nonantibiotic strategy to control C. jejuni colonization in chickens. Future studies on testing microencapsulated EcN in the feed and water of chickens raised on built-up floor litter would facilitate the development of EcN for industrial applications to control Campylobacter infections in poultry.


Campylobacter Infections , Campylobacter jejuni , Chitosan , Drinking Water , Gastrointestinal Microbiome , Poultry Diseases , Probiotics , Animals , Humans , Alginates/pharmacology , Anti-Bacterial Agents/pharmacology , Campylobacter Infections/microbiology , Cecum/microbiology , Chemokines , Chickens/microbiology , Chitosan/pharmacology , Cytokines , Escherichia coli , Immunity , Immunoglobulin A , Poultry Diseases/microbiology , Probiotics/pharmacology , Probiotics/therapeutic use
3.
Microbiol Spectr ; 10(3): e0028622, 2022 06 29.
Article En | MEDLINE | ID: mdl-35583333

Avian pathogenic Escherichia coli (APEC) associated with colibacillosis results in high morbidity and mortality, and severe economic losses to the poultry industry. APEC is a zoonotic pathogen and can infect humans through contaminated poultry products. Vaccination and antibiotic treatment are currently used to control APEC infections; however, the limited effect of vaccines and the emergence of antibiotic-resistant strains have necessitated the development of novel therapeutics. Here, we evaluated seven quorum sensing inhibitors (QSI) identified in our previous study, in APEC-infected chickens. QSIs were administered orally (~92 to 120 µg/bird) and chickens were challenged subcutaneously with APEC. Among them, QSI-5 conferred the best protection (100% reduction in mortality, 82% to 93% reduction in lesions [airsacculitis, perihepatitis, lung congestion, pericarditis] severity, and 5.2 to 6.1 logs reduction in APEC load). QSI-5 was further tested in chickens raised on built-up floor litter using an optimized dose (1 mg/L) in drinking water. QSI-5 reduced the mortality (88.4%), lesion severity (72.2%), and APEC load (2.8 logs) in chickens, which was better than the reduction observed with currently used antibiotic sulfadimethoxine (SDM; mortality 35.9%; lesion severity up to 36.9%; and APEC load up to 2.4 logs). QSI-5 was detected in chicken's blood after 0.5 h with no residues in muscle, liver, and kidney. QSI-5 increased the body weight gain with no effect on the feed conversion ratio and cecal microbiota of the chickens. Metabolomic studies revealed reduced levels of 5'-methylthioadenosine in QSI-5-treated chicken serum. In conclusion, QSI-5 displayed promising effects in chickens and thus, represents a novel anti-APEC therapeutic. IMPORTANCE Avian pathogenic Escherichia coli (APEC), a subgroup of ExPEC, is a zoonotic pathogen with public health importance. Quorum sensing is a mechanism that regulates virulence, biofilm formation, and pathogenesis in bacteria. Here, we identified a novel quorum sensing autoinducer-2 inhibitor, QSI-5, which showed higher anti-APEC efficacy in chickens compared to the currently used antibiotic, sulfadimethoxine at a much lower dose (up to 4,500 times). QSI-5 is readily absorbed with no residues in the tissues. QSI-5 also increased the chicken's body weight gain and did not impact the cecal microbiota composition. Overall, QSI-5 represents a promising lead compound for developing novel anti-virulence therapies with significant implications for treating APEC infections in chickens as well as other ExPEC associated infections in humans. Further identification of its target(s) and understanding the mechanism of action of QSI-5 in APEC will add to the future novel drug development efforts that can overcome the antimicrobial resistance problem.


Escherichia coli Infections , Extraintestinal Pathogenic Escherichia coli , Poultry Diseases , Animals , Anti-Bacterial Agents/pharmacology , Anti-Bacterial Agents/therapeutic use , Body Weight , Chickens/microbiology , Escherichia coli , Escherichia coli Infections/drug therapy , Escherichia coli Infections/microbiology , Escherichia coli Infections/veterinary , Poultry Diseases/drug therapy , Poultry Diseases/microbiology , Quorum Sensing , Sulfadimethoxine/pharmacology , Sulfadimethoxine/therapeutic use
4.
Probiotics Antimicrob Proteins ; 14(6): 1012-1028, 2022 12.
Article En | MEDLINE | ID: mdl-34458959

Avian pathogenic E. coli (APEC), an extra-intestinal pathogenic E. coli (ExPEC), causes colibacillosis in poultry and is also a potential foodborne zoonotic pathogen. Currently, APEC infections in poultry are controlled by antibiotic medication; however, the emergence of multi-drug-resistant APEC strains and increased restrictions on the use of antibiotics in food-producing animals necessitate the development of new antibiotic alternative therapies. Here, we tested the anti-APEC activity of multiple commensal and probiotic bacteria in an agar-well diffusion assay and identified Lacticaseibacillus rhamnosus GG and Bifidobacterium lactis Bb12 producing strong zone of inhibition against APEC. In co-culture assay, L. rhamnosus GG and B. lactis Bb12 completely inhibited the APEC growth by 24 h. Further investigation revealed that antibacterial product(s) in the culture supernatants of L. rhamnosus GG and B. lactis Bb12 were responsible for the anti-APEC activity. The analysis of culture supernatants using LC-MS/MS identified multiple novel bioactive peptides (VQAAQAGDTKPIEV, AFDNTDTSLDSTFKSA, VTDTSGKAGTTKISNV, and AESSDTNLVNAKAA) in addition to the production of lactic acid. The oral administration (108 CFU/chicken) of L. rhamnosus GG significantly (P < 0.001) reduced the colonization (~ 1.6 logs) of APEC in the cecum of chickens. Cecal microbiota analysis revealed that L. rhamnosus GG moderated the APEC-induced alterations of the microbial community in the cecum of chickens. Further, L. rhamnosus GG decreased (P < 0.05) the abundance of phylum Proteobacteria, particularly those belonging to Enterobacteriaceae (Escherichia-Shigella) family. These studies indicate that L. rhamnosus GG is a promising probiotic to control APEC infections in chickens. Further studies are needed to optimize the delivery of L. rhamnosus GG in feed or water and in conditions simulating the field to facilitate its development for commercial applications.


Bifidobacterium animalis , Escherichia coli Infections , Lacticaseibacillus rhamnosus , Poultry Diseases , Probiotics , Animals , Escherichia coli , Chickens , Chromatography, Liquid , Tandem Mass Spectrometry , Escherichia coli Infections/microbiology , Probiotics/pharmacology , Poultry Diseases/drug therapy , Poultry Diseases/prevention & control , Poultry Diseases/microbiology , Anti-Bacterial Agents/pharmacology , Poultry , Peptides/pharmacology
5.
Microbiol Spectr ; 9(2): e0000621, 2021 10 31.
Article En | MEDLINE | ID: mdl-34468186

Avian pathogenic Escherichia coli (APEC), a subgroup of extraintestinal pathogenic E. coli (ExPEC), causes colibacillosis in chickens and is reportedly implicated in urinary tract infections and meningitis in humans. A major limitation for the current ExPEC antibiotic therapy is the development of resistance, and antibacterial drugs that can circumvent this problem are critically needed. Here, we evaluated eight novel membrane-affecting anti-APEC small molecule growth inhibitors (GIs), identified in our previous study, against APEC infection in chickens. Among the GIs tested, GI-7 (the most effective), when administered orally (1 mg/kg of body weight), reduced the mortality (41.7%), severity of lesions (62.9%), and APEC load (2.6 log) in chickens. Furthermore, GI-7 administration at an optimized dose (60 mg/liter) in drinking water also reduced the mortality (14.7%), severity of lesions (29.5%), and APEC load (2.2 log) in chickens. The abundances of Lactobacillus and oleate were increased in the cecum and serum, respectively, of GI-7-treated chickens. Pharmacokinetic analysis revealed that GI-7 was readily absorbed with minimal accumulation in the tissues. Earlier, we showed that GI-7 induced membrane blebbing and increased membrane permeability in APEC, suggesting an effect on the APEC membrane. Consistent with this finding, the expression of genes essential for maintaining outer membrane (OM) integrity was downregulated in GI-7-treated APEC. Furthermore, decreased levels of lipopolysaccharide (LPS) transport (Lpt) proteins and LPS were observed in GI-7-treated APEC. However, the mechanism of action of GI-7 currently remains unknown and needs further investigation. Our studies suggest that GI-7 represents a promising novel lead compound that can be developed to treat APEC infection in chickens and related human ExPEC infections. IMPORTANCE APEC is a subgroup of ExPEC, and genetic similarities of APEC with human ExPECs, including uropathogenic E. coli (UPEC) and neonatal meningitis E. coli (NMEC), have been reported. Our study identified a novel small molecule growth inhibitor, GI-7, effective in reducing APEC infection in chickens with an efficacy similar to that of the currently used antibiotic sulfadimethoxine, notably with an 8-times-lower dose. GI-7 affects the OM integrity and decreases the Lpt protein and LPS levels in APEC, an antibacterial mechanism that can overcome the antibiotic resistance problem. Overall, GI-7 represents a promising lead molecule/scaffold for the development of novel antibacterial therapies that could have profound implications for treating APEC infections in chickens, as well as human infections caused by ExPECs and other related Gram-negative bacteria. Further elucidation of the mechanism of action of GI-7 and identification of its target(s) in APEC will benefit future novel antibacterial development efforts.


Anti-Bacterial Agents/pharmacology , Bacterial Outer Membrane/pathology , Escherichia coli Infections/drug therapy , Extraintestinal Pathogenic Escherichia coli/drug effects , Growth Inhibitors/pharmacology , Animals , Bacterial Load/drug effects , Bacterial Outer Membrane/drug effects , Chickens/microbiology , Disease Models, Animal , Extraintestinal Pathogenic Escherichia coli/growth & development , Humans , Poultry Diseases/drug therapy , Poultry Diseases/microbiology , Urinary Tract Infections/drug therapy , Urinary Tract Infections/microbiology
6.
Appl Environ Microbiol ; 87(17): e0056721, 2021 08 11.
Article En | MEDLINE | ID: mdl-34132592

Avian pathogenic Escherichia coli (APEC), an extraintestinal pathogenic E. coli (ExPEC), causes colibacillosis in chickens and is reportedly associated with urinary tract infections and meningitis in humans. Development of resistance is a major limitation of current ExPEC antibiotic therapy. New antibacterials that can circumvent resistance problem such as antimicrobial peptides (AMPs) are critically needed. Here, we evaluated the efficacy of Lactobacillus rhamnosus GG (LGG)-derived peptides against APEC and uncovered their potential antibacterial targets. Three peptides (NPSRQERR [P1], PDENK [P2], and VHTAPK [P3]) displayed inhibitory activity against APEC. These peptides were effective against APEC in biofilm and chicken macrophage HD11 cells. Treatment with these peptides reduced the cecum colonization (0.5 to 1.3 log) of APEC in chickens. Microbiota analysis revealed two peptides (P1 and P2) decreased Enterobacteriaceae abundance with minimal impact on overall cecal microbiota of chickens. Bacterial cytological profiling showed peptides disrupt APEC membranes either by causing membrane shedding, rupturing, or flaccidity. Furthermore, gene expression analysis revealed that peptides downregulated the expression of ompC (>13.0-fold), ompF (>11.3-fold), and mlaA (>4.9-fold), genes responsible for the maintenance of outer membrane (OM) lipid asymmetry. Consistently, immunoblot analysis also showed decreased levels of OmpC and MlaA proteins in APEC treated with peptides. Alanine scanning studies revealed residues crucial (P1, N, E, R and P; P2, D and E; P3, T, P, and K) for their activity. Overall, our study identified peptides with a new antibacterial target that can be developed to control APEC infections in chickens, thereby curtailing poultry-originated human ExPEC infections. IMPORTANCE Avian pathogenic Escherichia coli (APEC) is a subgroup of extraintestinal pathogenic E. coli (ExPEC) and considered a foodborne zoonotic pathogen transmitted through consumption of contaminated poultry products. APEC shares genetic similarities with human ExPECs, including uropathogenic E. coli (UPEC) and neonatal meningitis E. coli (NMEC). Our study identified Lactobacillus rhamnosus GG (LGG)-derived peptides (P1 [NPSRQERR], P2 [PDENK], and P3 [VHTAPK]) effective in reducing APEC infection in chickens. Antimicrobial peptides (AMPs) are regarded as ideal candidates for antibacterial development because of their low propensity for resistance development and ability to kill resistant bacteria. Mechanistic studies showed peptides disrupt the APEC membrane by affecting the MlaA-OmpC/F system responsible for the maintenance of outer membrane (OM) lipid asymmetry, a promising new druggable target to overcome resistance problems in Gram-negative bacteria. Altogether, these peptides can provide a valuable approach for development of novel anti-ExPEC therapies, including APEC, human ExPECs, and other related Gram-negative pathogens. Furthermore, effective control of APEC infections in chickens can curb poultry-originated ExPEC infections in humans.


Escherichia coli Infections/veterinary , Escherichia coli Proteins/metabolism , Extraintestinal Pathogenic Escherichia coli/drug effects , Phospholipid Transfer Proteins/metabolism , Pore Forming Cytotoxic Proteins/pharmacology , Porins/metabolism , Poultry Diseases/microbiology , Animals , Bacterial Outer Membrane/drug effects , Bacterial Outer Membrane/metabolism , Biofilms/drug effects , Chickens/microbiology , Escherichia coli Infections/drug therapy , Escherichia coli Infections/microbiology , Escherichia coli Proteins/genetics , Extraintestinal Pathogenic Escherichia coli/genetics , Extraintestinal Pathogenic Escherichia coli/growth & development , Extraintestinal Pathogenic Escherichia coli/metabolism , Gene Expression Regulation, Bacterial/drug effects , Phospholipid Transfer Proteins/genetics , Porins/genetics , Poultry Diseases/drug therapy
7.
J Food Prot ; 84(5): 876-884, 2021 May 01.
Article En | MEDLINE | ID: mdl-33411925

ABSTRACT: Refugee camps provide basic necessities such as food, water, shelter, and medical treatment for displaced persons. Unsanitary conditions in refugee camps due to overcrowding, poor sanitation systems, lack of clean water, and minimal ways to cook and store food can lead to an increased risk of foodborne illness. This article reviews the limited literature on the epidemiology of foodborne illness in refugee camps, effective risk mitigation strategies, and opportunities for future research. Eleven relevant articles were identified, suggesting that research in this area is limited. Identified research focused on three pathogens-Vibrio cholerae, Salmonella, and hepatitis E virus-that can cause serious diseases such as cholera, salmonellosis, typhoid fever, and hepatitis E. Storage and handling of clean water for personal hygiene and food preparation were critical components for ensuring food safety. Knowledge pertaining to best practices for hygiene and food preparation also were identified as important. Gaps in current research include determination of the prevalence of pathogens in food sold in refugee camps and development of culturally relevant food safety supply chain quality management systems. More research that focuses on burden and attribution of foodborne illness and food safety interventions in refugee camps is necessary.


Refugee Camps , Refugees , Food Safety , Humans , Hygiene , Sanitation
8.
Vet Microbiol ; 247: 108799, 2020 Aug.
Article En | MEDLINE | ID: mdl-32768201

Mycoplasma gallisepticum (MG) causes chronic respiratory disease in chickens, leading to severe economic losses to the poultry industry. Currently the disease is managed with antimicrobials and vaccination; however, emergence of multi-drug resistant Mycoplasma and the limited effect of vaccines necessitate development of novel approaches. A library of 4,182 small molecules (SMs) was screened for identification of narrow spectrum anti-MG compounds using high throughput screening. A total of 584 SMs were identified. Ten SMs possessed low MICs (0.78-100 µM) with efficacy against multiple MG strains and MG biofilm. These 10 SMs did not affect commensal/probiotic bacteria and other avian and foodborne pathogens. They displayed no or little toxicity on the avian macrophage HD-11 cells, human epithelial Caco-2 cells, and chicken red blood cells (RBCs); but, they were effective in reducing MG in chicken RBCs. Six SMs (SM1, SM3-5, and SM9-10) were tested in three-week-old chickens infected with MG (nasal spray; 109 CFU/bird). SM4 and SM9 reduced airsacculitis by 77.2 % and 82.9 %, MG load in the trachea by 0.9 log (p < 0.05) and 2.7 log (p < 0.0001), and tracheal mucosal thickness by 23 % and 61 %, respectively with no impact on the richness and evenness of the cecal (P = 0.6; H = 1.0) and tracheal (P = 0.8; H = 0.8) microbiota compared to the MG-infected controls. Both SM4 and SM9 treatments resulted in a significant alteration in the cell membrane conformation of MG. In conclusion; we identified two novel growth inhibitors of MG that are effective in chickens. These findings will facilitate development of novel antibacterials to control mycoplasmosis in poultry.


Anti-Bacterial Agents/pharmacology , Mycoplasma Infections/veterinary , Mycoplasma gallisepticum/drug effects , Poultry Diseases/drug therapy , Small Molecule Libraries/pharmacology , Animals , Anti-Bacterial Agents/administration & dosage , Bacterial Outer Membrane/drug effects , Caco-2 Cells , Chickens/microbiology , Drug Resistance, Bacterial , Epithelial Cells/drug effects , Erythrocytes/drug effects , Humans , Macrophages/drug effects , Microbial Sensitivity Tests , Mycoplasma Infections/drug therapy , Poultry Diseases/microbiology , Respiratory Tract Infections , Specific Pathogen-Free Organisms
9.
Anim Health Res Rev ; 21(1): 15-35, 2020 06.
Article En | MEDLINE | ID: mdl-31907101

Recent technological advances has led to the generation, storage, and sharing of colossal sets of information ('big data'), and the expansion of 'omics' in science. To date, genomics/metagenomics, transcriptomics, proteomics, and metabolomics are arguably the most ground breaking approaches in food and public safety. Here we review some of the recent studies of foodborne pathogens (Campylobacter spp., Salmonella spp., and Escherichia coli) in poultry using big data. Genomic/metagenomic approaches have reveal the importance of the gut microbiota in health and disease. They have also been used to identify, monitor, and understand the epidemiology of antibiotic-resistance mechanisms and provide concrete evidence about the role of poultry in human infections. Transcriptomics studies have increased our understanding of the pathophysiology and immunopathology of foodborne pathogens in poultry and have led to the identification of host-resistance mechanisms. Proteomic/metabolomic approaches have aided in identifying biomarkers and the rapid detection of low levels of foodborne pathogens. Overall, 'omics' approaches complement each other and may provide, at least in part, a solution to our current food-safety issues by facilitating the development of new rapid diagnostics, therapeutic drugs, and vaccines to control foodborne pathogens in poultry. However, at this time most 'omics' approaches still remain underutilized due to their high cost and the high level of technical skills required.


Bacteria , Big Data , Food Microbiology , Foodborne Diseases/microbiology , Host-Pathogen Interactions , Poultry/microbiology , Animals , Bacteria/genetics , Gastrointestinal Microbiome/physiology , Humans , Proteomics
10.
Foodborne Pathog Dis ; 10(3): 229-36, 2013 Mar.
Article En | MEDLINE | ID: mdl-23259503

Dairy cattle serve as a potential source for Campylobacter infection in humans. Outbreaks associated with consumption of either Campylobacter contaminated raw milk or contaminated milk after treatment were previously recorded in the United States. Further, starlings have been implicated in the spread of bacterial pathogens among livestock. Here, we determined the prevalence, genotypic, and phenotypic properties of Campylobacter isolated from fecal samples of dairy cattle and starlings found on the same establishment in northeastern Ohio. Campylobacter were detected in 83 (36.6%) and 57 (50.4%) out of 227 dairy and 113 starling fecal samples, respectively. Specifically, 79 C. jejuni, five C. coli, and two other Campylobacter spp. were isolated from dairy feces, while all isolates from starlings (n=57) were C. jejuni. Our results showed that the prevalence of C. jejuni in birds was significantly (p<0.01) higher than that in dairy cattle. The pulsed-field gel electrophoresis analysis showed that C. jejuni were genotypically diverse and host restricted; however, there were several shared genotypes between dairy cattle and starling isolates. Likewise, many shared clonal complexes (CC) between dairy cattle and starlings were observed by multilocus sequence typing (MLST) analysis. As in humans, both in cattle and starlings, the CC 45 and CC 21 were the most frequently represented CCs. As previously reported, CC 177 and CC 682 were restricted to the bird isolates, while CC 42 was restricted to dairy cattle isolates. Further, two new sequence types (STs) were detected in C. jejuni from dairy cattle. Interestingly, cattle and starling C. jejuni showed high resistance to multiple antimicrobials, including ciprofloxacin, erythromycin, and gentamicin. In conclusion, our results highlight starlings as potential reservoirs for C. jejuni, and they may play an important role in the epidemiology of clinically important C. jejuni in dairy population.


Campylobacter Infections/epidemiology , Campylobacter jejuni/isolation & purification , DNA, Bacterial/isolation & purification , Milk/microbiology , Public Health , Animals , Campylobacter Infections/microbiology , Campylobacter jejuni/classification , Campylobacter jejuni/genetics , Cattle , Ciprofloxacin/pharmacology , Drug Resistance, Multiple, Bacterial/drug effects , Electrophoresis, Gel, Pulsed-Field , Erythromycin/pharmacology , Feces/microbiology , Genotype , Gentamicins/pharmacology , Molecular Epidemiology , Multilocus Sequence Typing , Ohio/epidemiology , Phenotype , Prevalence , Starlings
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