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Chen DD, Zhang LL, Zhang JH, Ban WT, Li Q, Wu JC. Comparative genomic analysis of metal-tolerant bacteria reveals significant differences in metal adaptation strategies. Microbiol Spectr 2025:e0168024. [PMID: 40272196 DOI: 10.1128/spectrum.01680-24] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/12/2024] [Accepted: 12/18/2024] [Indexed: 04/25/2025] Open
Abstract
Metal-tolerant bacteria have been commercially used in wastewater treatment, bio-fertilizer, and soil remediation, etc. However, the mechanisms underlying their actions are not yet fully understood. We isolated metal-tolerant bacteria from the rhizosphere soil samples with metal-enriched media containing Cu, Fe, or Mn, sequenced and compared the genomes, and analyzed their metal adaptation strategies at genomic levels to better understand their action mechanisms. Totally, 32 metal-tolerant isolates were identified and classified into 12 genera based on phylogenetic analysis. The determination of maximum tolerance concentration and the effect of metal ions on the isolates indicated that Serratia marcescens X1 (CuSO4: 1,000 mg/L, FeSO4: 1,000 mg/L, and MnSO4.4H2O: 2,000 mg/L), Mammaliicoccus sciuri X26 (FeSO4: 600 mg/L and MnSO4.4H2O: 2,000 mg/L), and Rummeliibacillus pycnus X33 (CuSO4: 400 mg/L, FeSO4: 1,000 mg/L, and MnSO4.4H2O: 800 mg/L) showed significant differences in metal tolerance to Cu, Fe, and Mn with other isolates. They possess quite different genomic features that enable them to adapt to various metal ions. S. marcescens X1 possesses abundant genes required for Cu, Fe, and Mn homeostasis. M. sciuri X26 has a number of genes involved in Mn and Zn homeostasis but with no genes responsible for Cu and Ca transport. R. pycnus X33 is rich in Fe, Zn, and Mg transport systems but poor in Cu and Mn transport systems. It is thus inferred that the combined use of them would compensate for their differences and enhance their ability in accumulating a wider range of heavy metals for promoting their applications in industry, agriculture, and ecology. IMPORTANCE Metal-tolerant bacteria have wide applications in environmental, agricultural, and ecological fields, but their action strategies are not yet fully understood. We isolated 32 metal-tolerant bacteria from the rhizosphere soil samples. Among them, Serratia marcescens X1, Mammaliicoccus sciuri X26, and Rummeliibacillus pycnus X33 showed significant differences in metal tolerance to Cu, Fe, and Mn with other isolates. Comparative genomic analysis revealed that they have abundant and different genomic features to adapt to various metal ions. It is thus inferred that the combined use of them would compensate for their differences and enhance their ability to accumulate heavy metal ions, widening their applications in industry, agriculture, and ecology.
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Affiliation(s)
- Dai Di Chen
- Guangdong Engineering Technology Research Center of Enzyme and Biocatalysis, Institute of Biological and Medical Engineering, Guangdong Academy of Sciences, Guangzhou, China
| | - Liu Lian Zhang
- Guangdong Engineering Technology Research Center of Enzyme and Biocatalysis, Institute of Biological and Medical Engineering, Guangdong Academy of Sciences, Guangzhou, China
| | - Jiu Hua Zhang
- Guangdong Engineering Technology Research Center of Enzyme and Biocatalysis, Institute of Biological and Medical Engineering, Guangdong Academy of Sciences, Guangzhou, China
| | - Wen Ting Ban
- Guangdong Engineering Technology Research Center of Enzyme and Biocatalysis, Institute of Biological and Medical Engineering, Guangdong Academy of Sciences, Guangzhou, China
| | - Qingxin Li
- Guangdong Engineering Technology Research Center of Enzyme and Biocatalysis, Institute of Biological and Medical Engineering, Guangdong Academy of Sciences, Guangzhou, China
| | - Jin Chuan Wu
- Guangdong Engineering Technology Research Center of Enzyme and Biocatalysis, Institute of Biological and Medical Engineering, Guangdong Academy of Sciences, Guangzhou, China
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Martineau CA, Duplessis M, Ronholm J, Petri RM. The influence of trace metal supplementation on the presence of ceftriaxone resistance in Enterobacteriaceae in the gastrointestinal tract of dairy cattle. Microbiol Spectr 2025; 13:e0109024. [PMID: 39969168 PMCID: PMC11960429 DOI: 10.1128/spectrum.01090-24] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/30/2024] [Accepted: 01/14/2025] [Indexed: 02/20/2025] Open
Abstract
The addition of trace minerals into the diet of lactating cows frequently exceeds national recommendations for industry practices. However, the presence of certain heavy metals, such as zinc and copper, has been shown to exert selection pressure on the gut microbiota, favoring metal resistance and potential co-selection for antimicrobial resistance. To determine whether oversupplementation of dietary zinc alters the gut microbiota of dairy cattle, a cross-over design was used to feed either recommended or surplus levels of dietary zinc (0.89×; high mineral diet) compared to the recommended levels (control diet). Rumen, duodenum, and fecal samples were collected to analyze the 16S rRNA microbial community for diversity and relative abundance, with a greater focus on the Enterobacteriaceae family, while mixed enriched gut content samples were cultured to determine the presence of zinc, copper, and ceftriaxone resistances in gram-negative bacteria. Alpha-diversity analysis showed a decrease in richness and evenness (Simpson index) when cows were in the HIGH treatment (P = 0.0464) and a tendency to decrease (P = 0.0592) diversity according to the Shannon index. Despite alpha-diversity differences, Enterobacteriaceae abundance showed no difference between treatments. For culturing, a tendency (P = 0.0956) for decreased fecal resistance to zinc on MacConkey mixed enriched isolates was observed for the HIGH group. This study showed that there were differences between niches but no significant increase in resistance in response to zinc, copper, and ceftriaxone in the enriched Enterobacteriaceae populations from the rumen, duodenum, and fecal niches and that zinc oversupplementation had minimal impact on gut microbiota communities. IMPORTANCE The addition of trace minerals into the diet of lactating cows, at levels exceeding national recommendations, is a common industry practice. However, there are new concerns as the presence of certain heavy metals, such as zinc, has been shown to exert selection pressure on the gut microbiota, favoring metal resistance and potential co-selection for antimicrobial resistance. We evaluated how the addition of zinc in the diet of lactating cows affects the bacterial community's relative abundance and diversity, with a focus on the Enterobacteriaceae family throughout the gastrointestinal tract, due to their importance for human health. Using samples from the rumen, duodenum, and feces, we cultivated gram-negative bacteria from enriched samples in the presence of zinc, copper, and ceftriaxone resistances to confirm phenotype resistances. This study contributes to our understanding of how dairy diets oversupplemented with minerals may alter the microbial community of the animal and could contribute to the dissemination of antibiotic resistance.
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Affiliation(s)
- Charles-Antoine Martineau
- Agriculture and Agri-Food Canada, Sherbrooke Research and Development Center, Sherbrooke, Quebec, Canada
- Animal Science Department, Faculty of Agriculture and Food Sciences, Laval University, Quebec City, Quebec, Canada
| | - Mélissa Duplessis
- Agriculture and Agri-Food Canada, Sherbrooke Research and Development Center, Sherbrooke, Quebec, Canada
| | - Jennifer Ronholm
- Department of Food Science and Agricultural Chemistry, Faculty of Agricultural and Environmental Sciences, Macdonald Campus, McGill University, Montreal, Quebec, Canada
- Department of Animal Science, Faculty of Agricultural and Environmental Sciences, Macdonald Campus, McGill University, Montreal, Quebec, Canada
| | - Renée M. Petri
- Agriculture and Agri-Food Canada, Sherbrooke Research and Development Center, Sherbrooke, Quebec, Canada
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Yan M, Wang W, Jin L, Deng G, Han X, Yu X, Tang J, Han X, Ma M, Ji L, Zhao K, Zou L. Emerging antibiotic and heavy metal resistance in spore-forming bacteria from pig manure, manure slurry and fertilized soil. JOURNAL OF ENVIRONMENTAL MANAGEMENT 2024; 371:123270. [PMID: 39541816 DOI: 10.1016/j.jenvman.2024.123270] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/22/2024] [Revised: 10/27/2024] [Accepted: 11/04/2024] [Indexed: 11/16/2024]
Abstract
Spore-forming bacteria (SFB), like Bacillus, are the gram-positive bacteria with broad-spectrum activity that is one of the commonly used strains of probiotics. However, these bacteria also have significant resistance. In this study, we systematically investigated pig manure, manure slurry and soil by 16S rRNA high-throughput sequencing and traditional culture techniques. We found the SFB was widespread in manure, manure slurry and soil, Firmicutes was one of the main dominant phyla in pig manure, manure slurry and soil, the relative abundance of Bacillus were 0.98%, 0.01%, and 2.57%, respectively, and metals such as copper have complex relationships with bacteria. We isolated 504 SFB from 369 samples, with the highest number identified as Bacillus subtilis. SFB strains showed varying degrees of antibiotic resistance; the greatest against erythromycin, followed by imipenem. The MICs of SFB varied greatly against different heavy metals; with high (est) resistance against Zn2+, followed by Cu2+. Second-generation whole genome sequencing (WGS) revealed that nine Bacillus strains carried different subtypes of vancomycin resistance genes, among which vanRM had the highest frequency. The strain W129 included the vanRA-vanRM-vanSA-vanZF cluster. The nine Bacillus strains also contained antibiotic genes such as aminoglycoside (ant(9)-Ia), β-lactam (bcII), and macrolide (msrE). Twenty-six Bacillus isolates carried copper resistance clusters, including csoR-copZ, copA-copZ-csoR, and copZ-copA. WGS showed that strain W166 carried 11 vancomycin resistance genes and 11 copper resistance genes. There were 4 vancomycin resistance genes and 14 copper resistance genes on the W129 chromosome. Strain W129 also harbors the plasmid pLKYM01 that contains an intact transposon consisting of insertion sequence and vancomycin resistance genes vanYF and vanRA. This study explores the potential risks of using pig manure and fertilized soil to inform safe and effective use of probiotics in agriculture. It highlights scientific evidence for concern over the safe utilization and control of animal waste products.
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Affiliation(s)
- Min Yan
- College of Resources, Sichuan Agricultural University, Chengdu 611130, Sichuan, China
| | - Wen Wang
- State Key Laboratory for Managing Biotic and Chemical Threats to the Quality and Safety of Agro-products, MOA Laboratory of Quality & Safety Risk Assessment for Agro-products (Hangzhou), Institute of Agro-product Safety and Nutrition, Zhejiang Academy of Agricultural Sciences, Hangzhou 310021, China
| | - Lei Jin
- College of Resources, Sichuan Agricultural University, Chengdu 611130, Sichuan, China
| | - Guoyou Deng
- College of Resources, Sichuan Agricultural University, Chengdu 611130, Sichuan, China
| | - Xinfeng Han
- College of Veterinary Science, Sichuan Agricultural University, Chengdu 611130, Sichuan, China
| | - Xiumei Yu
- College of Resources, Sichuan Agricultural University, Chengdu 611130, Sichuan, China
| | - Junni Tang
- College of Food Sciences and Technology, Southwest Minzu University, Chengdu 610041, China
| | - Xiangan Han
- Shanghai Veterinary Research Institute, the Chinese Academy of Agricultural Sciences (CAAS), Shanghai 200241, China
| | - Menggen Ma
- College of Resources, Sichuan Agricultural University, Chengdu 611130, Sichuan, China
| | - Lin Ji
- College of Resources, Sichuan Agricultural University, Chengdu 611130, Sichuan, China
| | - Ke Zhao
- College of Resources, Sichuan Agricultural University, Chengdu 611130, Sichuan, China.
| | - Likou Zou
- College of Resources, Sichuan Agricultural University, Chengdu 611130, Sichuan, China.
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Huang M, Liu W, Qin C, Xu Y, Zhou X, Wen Q, Ma W, Huang Y, Chen X. Copper Resistance Mechanism and Copper Response Genes in Corynebacterium crenatum. Microorganisms 2024; 12:951. [PMID: 38792781 PMCID: PMC11124244 DOI: 10.3390/microorganisms12050951] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/29/2024] [Revised: 04/29/2024] [Accepted: 04/30/2024] [Indexed: 05/26/2024] Open
Abstract
Heavy metal resistance mechanisms and heavy metal response genes are crucial for microbial utilization in heavy metal remediation. Here, Corynebacterium crenatum was proven to possess good tolerance in resistance to copper. Then, the transcriptomic responses to copper stress were investigated, and the vital pathways and genes involved in copper resistance of C. crenatum were determined. Based on transcriptome analysis results, a total of nine significantly upregulated DEGs related to metal ion transport were selected for further study. Among them, GY20_RS0100790 and GY20_RS0110535 belong to transcription factors, and GY20_RS0110270, GY20_RS0100790, and GY20_RS0110545 belong to copper-binding peptides. The two transcription factors were studied for the function of regulatory gene expression. The three copper-binding peptides were displayed on the C. crenatum surface for a copper adsorption test. Furthermore, the nine related metal ion transport genes were deleted to investigate the effect on growth in copper stress. This investigation provided the basis for utilizing C. crenatum in copper bioremediation.
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Affiliation(s)
- Mingzhu Huang
- National R&D Center of Freshwater Fish Processing, Jiangxi Normal University, Nanchang 330022, China; (M.H.); (W.L.); (Y.H.)
- School of Life Science, Jiangxi Normal University, Nanchang 330022, China; (C.Q.); (Y.X.); (X.Z.); (Q.W.); (W.M.)
| | - Wenxin Liu
- National R&D Center of Freshwater Fish Processing, Jiangxi Normal University, Nanchang 330022, China; (M.H.); (W.L.); (Y.H.)
- School of Life Science, Jiangxi Normal University, Nanchang 330022, China; (C.Q.); (Y.X.); (X.Z.); (Q.W.); (W.M.)
| | - Chunyan Qin
- School of Life Science, Jiangxi Normal University, Nanchang 330022, China; (C.Q.); (Y.X.); (X.Z.); (Q.W.); (W.M.)
| | - Yang Xu
- School of Life Science, Jiangxi Normal University, Nanchang 330022, China; (C.Q.); (Y.X.); (X.Z.); (Q.W.); (W.M.)
| | - Xu Zhou
- School of Life Science, Jiangxi Normal University, Nanchang 330022, China; (C.Q.); (Y.X.); (X.Z.); (Q.W.); (W.M.)
| | - Qunwei Wen
- School of Life Science, Jiangxi Normal University, Nanchang 330022, China; (C.Q.); (Y.X.); (X.Z.); (Q.W.); (W.M.)
| | - Wenbin Ma
- School of Life Science, Jiangxi Normal University, Nanchang 330022, China; (C.Q.); (Y.X.); (X.Z.); (Q.W.); (W.M.)
| | - Yanzi Huang
- National R&D Center of Freshwater Fish Processing, Jiangxi Normal University, Nanchang 330022, China; (M.H.); (W.L.); (Y.H.)
- School of Life Science, Jiangxi Normal University, Nanchang 330022, China; (C.Q.); (Y.X.); (X.Z.); (Q.W.); (W.M.)
| | - Xuelan Chen
- National R&D Center of Freshwater Fish Processing, Jiangxi Normal University, Nanchang 330022, China; (M.H.); (W.L.); (Y.H.)
- School of Life Science, Jiangxi Normal University, Nanchang 330022, China; (C.Q.); (Y.X.); (X.Z.); (Q.W.); (W.M.)
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Salam LB, Obayori OS, Ilori MO, Amund OO. Chromium contamination accentuates changes in the microbiome and heavy metal resistome of a tropical agricultural soil. World J Microbiol Biotechnol 2023; 39:228. [PMID: 37338635 DOI: 10.1007/s11274-023-03681-6] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/05/2023] [Accepted: 06/15/2023] [Indexed: 06/21/2023]
Abstract
The impacts of hexavalent chromium (Cr) contamination on the microbiome, soil physicochemistry, and heavy metal resistome of a tropical agricultural soil were evaluated for 6 weeks in field-moist microcosms consisting of a Cr-inundated agricultural soil (SL9) and an untreated control (SL7). The physicochemistry of the two microcosms revealed a diminution in the total organic matter content and a significant dip in macronutrients phosphorus, potassium, and nitrogen concentration in the SL9 microcosm. Heavy metals analysis revealed the detection of seven heavy metals (Zn, Cu, Fe, Cd, Se, Pb, Cr) in the agricultural soil (SL7), whose concentrations drastically reduced in the SL9 microcosm. Illumina shotgun sequencing of the DNA extracted from the two microcosms showed the preponderance of the phyla, classes, genera, and species of Actinobacteria (33.11%), Actinobacteria_class (38.20%), Candidatus Saccharimonas (11.67%), and Candidatus Saccharimonas aalborgensis (19.70%) in SL7, and Proteobacteria (47.52%), Betaproteobacteria (22.88%), Staphylococcus (16.18%), Staphylococcus aureus (9.76%) in SL9, respectively. Functional annotation of the two metagenomes for heavy metal resistance genes revealed diverse heavy metal resistomes involved in the uptake, transport, efflux, and detoxification of various heavy metals. It also revealed the exclusive detection in SL9 metagenome of resistance genes for chromium (chrB, chrF, chrR, nfsA, yieF), cadmium (czcB/czrB, czcD), and iron (fbpB, yqjH, rcnA, fetB, bfrA, fecE) not annotated in SL7 metagenome. The findings from this study revealed that Cr contamination induces significant shifts in the soil microbiome and heavy metal resistome, alters the soil physicochemistry, and facilitates the loss of prominent members of the microbiome not adapted to Cr stress.
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Affiliation(s)
- Lateef Babatunde Salam
- Department of Biological Sciences, Microbiology unit, Elizade University, Ilara-Mokin, Ondo State, Nigeria.
| | | | - Matthew O Ilori
- Department of Microbiology, University of Lagos, Akoka, Lagos, Nigeria
| | - Olukayode O Amund
- Department of Microbiology, University of Lagos, Akoka, Lagos, Nigeria
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de Souza-Neto RR, Carvalho IGB, Martins PMM, Picchi SC, Tomaz JP, Caserta R, Takita MA, de Souza AA. MqsR toxin as a biotechnological tool for plant pathogen bacterial control. Sci Rep 2022; 12:2794. [PMID: 35181693 PMCID: PMC8857320 DOI: 10.1038/s41598-022-06690-x] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/15/2021] [Accepted: 12/23/2021] [Indexed: 11/09/2022] Open
Abstract
Type II toxin-antitoxin (TA) systems are widespread in bacteria and are involved in important cell features, such as cell growth inhibition and antimicrobial tolerance, through the induction of persister cells. Overall, these characteristics are associated with bacterial survival under stress conditions and represent a significant genetic mechanism to be explored for antibacterial molecules. We verified that even though Xylella fastidiosa and Xanthomonas citri subsp. citri share closely related genomes, they have different Type II TA system contents. One important difference is the absence of mqsRA in X. citri. The toxin component of this TA system has been shown to inhibit the growth of X. fastidiosa. Thus, the absence of mqsRA in X. citri led us to explore the possibility of using the MqsR toxin to impair X. citri growth. We purified MqsR and confirmed that the toxin was able to inhibit X. citri. Subsequently, transgenic citrus plants producing MqsR showed a significant reduction in citrus canker and citrus variegated chlorosis symptoms caused, respectively, by X. citri and X. fastidiosa. This study demonstrates that the use of toxins from TA systems is a promising strategy to be explored aiming bacterial control.
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Affiliation(s)
- Reinaldo Rodrigues de Souza-Neto
- Citrus Research Center, Agronomic Institute - IAC, Cordeirópolis, SP, Brazil.,Department of Genetics, Evolution, Microbiology, and Immunology, Institute of Biology, University of Campinas - UNICAMP, Campinas, SP, Brazil
| | | | | | | | - Juarez Pires Tomaz
- Rural Development Institute of Parana - IAPAR-EMATER, Londrina, PR, Brazil
| | - Raquel Caserta
- Citrus Research Center, Agronomic Institute - IAC, Cordeirópolis, SP, Brazil
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Nguyen SV, Harhay DM, Bono JL, Smith TPL, Fields PI, Dinsmore BA, Santovenia M, Wang R, Bosilevac JM, Harhay GP. Comparative genomics of Salmonella enterica serovar Montevideo reveals lineage-specific gene differences that may influence ecological niche association. Microb Genom 2018; 4:e000202. [PMID: 30052174 PMCID: PMC6159554 DOI: 10.1099/mgen.0.000202] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/24/2018] [Accepted: 07/05/2018] [Indexed: 01/01/2023] Open
Abstract
Salmonella enterica serovar Montevideo has been linked to recent foodborne illness outbreaks resulting from contamination of products such as fruits, vegetables, seeds and spices. Studies have shown that Montevideo also is frequently associated with healthy cattle and can be isolated from ground beef, yet human salmonellosis outbreaks of Montevideo associated with ground beef contamination are rare. This disparity fuelled our interest in characterizing the genomic differences between Montevideo strains isolated from healthy cattle and beef products, and those isolated from human patients and outbreak sources. To that end, we sequenced 13 Montevideo strains to completion, producing high-quality genome assemblies of isolates from human patients (n=8) or from healthy cattle at slaughter (n=5). Comparative analysis of sequence data from this study and publicly available sequences (n=72) shows that Montevideo falls into four previously established clades, differentially occupied by cattle and human strains. The results of these analyses reveal differences in metabolic islands, environmental adhesion determinants and virulence factors within each clade, and suggest explanations for the infrequent association between bovine isolates and human illnesses.
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Affiliation(s)
- Scott V. Nguyen
- UCD-Centre for Food Safety, School of Public Health, Physiotherapy and Sports Science, University College Dublin, Belfield, Dublin D04 N2E5, Ireland
| | - Dayna M. Harhay
- USDA-ARS-US Meat Animal Research Center, Clay Center, NE 68933, USA
| | - James L. Bono
- USDA-ARS-US Meat Animal Research Center, Clay Center, NE 68933, USA
| | | | - Patricia I. Fields
- Enteric Disease Laboratory Branch, Division of Foodborne, Waterborne, and Environmental Diseases, Centers for Disease Control and Prevention, Atlanta, GA 30329, USA
| | - Blake A. Dinsmore
- Enteric Disease Laboratory Branch, Division of Foodborne, Waterborne, and Environmental Diseases, Centers for Disease Control and Prevention, Atlanta, GA 30329, USA
| | - Monica Santovenia
- Enteric Disease Laboratory Branch, Division of Foodborne, Waterborne, and Environmental Diseases, Centers for Disease Control and Prevention, Atlanta, GA 30329, USA
| | - Rong Wang
- USDA-ARS-US Meat Animal Research Center, Clay Center, NE 68933, USA
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