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Yersinia enterocolitica
Yersinia enterocolitica
Yersinia enterocolitica is a Gram-negative bacterium that can cause yersiniosis, a foodborne illness characterized by gastrointestinal symptoms.
It is an importnat pathogen that can infect humans and animals.
The bacterium can be found in a variety of environmental sources, including water, soil, and animal reservoirs.
Accurate and reproducible research protocols are crucial for studying this organism and developing effective interventionh strategies.
PubCompare.ai is an innovative tool that helps researchers optimizee Yersinia enterocolitica research by locating the best protocols from literature, preprints, and patents, while using advanced AI to ensure reproducibility and accuracy.
This can improve research efficiency and advance our understanding of this significant public health threat.
It is an importnat pathogen that can infect humans and animals.
The bacterium can be found in a variety of environmental sources, including water, soil, and animal reservoirs.
Accurate and reproducible research protocols are crucial for studying this organism and developing effective interventionh strategies.
PubCompare.ai is an innovative tool that helps researchers optimizee Yersinia enterocolitica research by locating the best protocols from literature, preprints, and patents, while using advanced AI to ensure reproducibility and accuracy.
This can improve research efficiency and advance our understanding of this significant public health threat.
Most cited protocols related to «Yersinia enterocolitica»
For evaluation of assay performance, genomic materials or reference strains were obtained from American Tissue and Culture Collection (ATCC, Manassas, VA) or BEI resources for adenovirus 1, 5, 40 and 41, human cytomegalovirus, enterovirus 71, Epstein-Barr virus, Aeromonas hydrophila, Bacteroides fragilis, Campylobacter coli, Campylobacter upsalensis, Campylobacter hyointestinalis, Campylobacter jejuni, Helicobacter pylori, Listeria monocytogenes, Mycobacterium tuberculosis, Plesiomonas shigelloides, Salmonella enterica, Vibrio parahaemolyticus, Yersinia enterocolitica, Blastocystis hominis, Cryptosporidium hominis, Cryptosporidium meleagridis, Schistosoma mansoni. Cryptosporidium parvum and Encephalitozoon intestinalis were purchased from Waterborne Inc. (New Orleans, LA). PCR amplicons were generated from the relevant positive clinical samples for Ancyclostoma duodenale, Necator americanus, Strongyloides stercoralis, Cyclospora cayetanensis, Cystoisospora belli, and Enterocytozoon bieneusi. For comparison between stool and swab (FLOQSwabs; Copan Italia, Brescia, Italy), 129 consecutive swab samples were collected from children under five admitted for acute diarrhea in Haydom Lutheran Hospital, Tanzania. A matched stool sample from the same patient was obtained as soon as feasible within the same day. Raw stool samples were transported with a cold chain to the lab within 6 hours and stored at -80°C until testing. Swabs were stored at room temperature until testing. For comparison between different extraction methods and validation of the newly developed qPCR assays on clinical samples, we chose 246 archived stool samples collected in Tanzania, Bangladesh, Nepal, Pakistan, and India through the MAL-ED project (the Etiology, Risk Factors, and Interactions of Enteric Infections and Malnutrition and the Consequences for Child Health and Development [6 (link)]) in order to obtain specimens positive for 30 diverse enteropathogens. All sites including Haydom Global Health Institute, Tanzania, Aga Khan University, Pakistan, Armed Forces Research Institute of Medical Sciences, Thailand, International Centre for Diarrhoeal Disease Research, Bangladesh, Christian Medical College, India, received ethical approval from their respective governmental, local institutional, and collaborating institutional ethics review boards. Written informed consent was obtained from the parent or guardian of every child.
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Adenovirus Infections
Aeromonas hydrophila
Bacteroides fragilis
Biological Assay
Blastocystis hominis
Campylobacter
Campylobacter coli
Campylobacter hyointestinalis
Campylobacter jejuni
Child
Children's Health
Cryptosporidium
Cryptosporidium parvum
Cyclospora
Diarrhea
Encephalitozoon intestinalis
Enterocytozoon bieneusi
Enterovirus Infections
Epstein-Barr Virus
Feces
Genome
Helicobacter pylori
Human Herpesvirus 5
Infection
Legal Guardians
Listeria monocytogenes
Malnutrition
Military Personnel
Mycobacterium tuberculosis
Necator americanus
Parent
Patients
Plesiomonas shigelloides
Salmonella enterica
Schistosoma mansoni
Strains
Strongyloides stercoralis
Tissues
Vibrio parahaemolyticus
Yersinia enterocolitica
Agar
Animals
Irgasan
Mice, House
Salmonella
Strains
Streptomycin
Tube Feeding
Yersinia
Yersinia enterocolitica
Trained field enumerators completed consent procedures and surveys in the participant’s preferred language (Portuguese or Changana) and collected biological sampless from enrolled children (Appendix 1- Consent procedures, survey administration, and sample collection and analysis). At baseline we aimed to visit intervention compounds 2 weeks prior to the opening of the new latrines. We scheduled follow-up visits to be 12 months (±2 weeks) and 24 months (±2 weeks) from the date compound members began using their new latrines, with visits to control compounds made concurrently (±2 weeks).
We collected stool samples independently of reported symptomology. If we were unable to collect a stool sample after multiple attempts, a registered nurse collected a rectal swab after obtaining written consent for the procedure from a parent or guardian. Stool samples were kept cold and delivered to the Laboratory of Molecular Parasitology at the Instituto Nacional de Saúde (INS) within 6 hr of collection for analysis and storage at −80°C.
Samples were shipped frozen with temperatures monitors to the Georgia Institute of Technology (Atlanta, USA) where we used the xTAG GPP (Luminex Corp, Austin, USA), a qualitative multiplex molecular assay, to detect 15 enteric pathogens in stool samples: Campylobacter jejuni/coli/lari; Clostridium difficile, toxin A/B; enterotoxigenic Escherichia coli (ETEC) LT/ST; Shiga-like toxin producing E. coli (STEC) stx1/stx2; E. coli O157; Salmonella; Shigella boydii/sonnei/flexneri/dysenteriae; Vibrio cholerae; Yersinia enterocolitica; Giardia lamblia; Cryptosporidium parvum/hominis; Entamoeba histolytica; adenovirus 40/41; norovirus GI/GII; and rotavirus. The GPP has been rigorously tested and extensively used for stool-based enteric pathogen detection (Chisenga et al., 2018 (link); Claas, 2013 (link); Deng et al., 2015 (link); Duong et al., 2016 (link); Huang et al., 2016 (link); Kellner et al., 2019 (link); Khare et al., 2014 (link); Navidad et al., 2013 (link); Patel et al., 2014 (link)). We analyzed samples according to manufacturer instructions with the addition of elution steps for the pretreatment of rectal swabs and diaper material saturated with liquid stool (Appendix 1- Consent procedures, survey administration, and specimen collection and analysis). Technicians at INS assessed stool samples for the presence of soil-transmitted helminths (STH) using the single-slide Kato-Katz microscope method (Vestergaard Frandsen, Lausanne, Switzerland).
Representatives of the National Deworming Campaign (NDC) at the Mozambican Ministério da Saúde (MISAU) offered single-dose albendazole (400 mg, 200 mg for children aged 6–12 months) to all eligible members of intervention and control compounds following sample collection activities of each phase. Eligibility was defined by the NDC and included compound members older than 6 months who were not pregnant.
We collected stool samples independently of reported symptomology. If we were unable to collect a stool sample after multiple attempts, a registered nurse collected a rectal swab after obtaining written consent for the procedure from a parent or guardian. Stool samples were kept cold and delivered to the Laboratory of Molecular Parasitology at the Instituto Nacional de Saúde (INS) within 6 hr of collection for analysis and storage at −80°C.
Samples were shipped frozen with temperatures monitors to the Georgia Institute of Technology (Atlanta, USA) where we used the xTAG GPP (Luminex Corp, Austin, USA), a qualitative multiplex molecular assay, to detect 15 enteric pathogens in stool samples: Campylobacter jejuni/coli/lari; Clostridium difficile, toxin A/B; enterotoxigenic Escherichia coli (ETEC) LT/ST; Shiga-like toxin producing E. coli (STEC) stx1/stx2; E. coli O157; Salmonella; Shigella boydii/sonnei/flexneri/dysenteriae; Vibrio cholerae; Yersinia enterocolitica; Giardia lamblia; Cryptosporidium parvum/hominis; Entamoeba histolytica; adenovirus 40/41; norovirus GI/GII; and rotavirus. The GPP has been rigorously tested and extensively used for stool-based enteric pathogen detection (Chisenga et al., 2018 (link); Claas, 2013 (link); Deng et al., 2015 (link); Duong et al., 2016 (link); Huang et al., 2016 (link); Kellner et al., 2019 (link); Khare et al., 2014 (link); Navidad et al., 2013 (link); Patel et al., 2014 (link)). We analyzed samples according to manufacturer instructions with the addition of elution steps for the pretreatment of rectal swabs and diaper material saturated with liquid stool (Appendix 1- Consent procedures, survey administration, and specimen collection and analysis). Technicians at INS assessed stool samples for the presence of soil-transmitted helminths (STH) using the single-slide Kato-Katz microscope method (Vestergaard Frandsen, Lausanne, Switzerland).
Representatives of the National Deworming Campaign (NDC) at the Mozambican Ministério da Saúde (MISAU) offered single-dose albendazole (400 mg, 200 mg for children aged 6–12 months) to all eligible members of intervention and control compounds following sample collection activities of each phase. Eligibility was defined by the NDC and included compound members older than 6 months who were not pregnant.
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Adenoviruses
Albendazole
austin
Biological Assay
Biopharmaceuticals
Campylobacter lari
Child
Clostridium difficile
Cold Temperature
Cryptosporidium parvum
Eligibility Determination
Entamoeba histolytica
Enterotoxigenic Escherichia coli
Escherichia coli
Escherichia coli O157
Feces
Freezing
Giardia lamblia
Helminths
Legal Guardians
Microscopy
Norovirus
Parent
Pathogenicity
Rectum
Registered Nurse
Rotavirus
Salmonella
Shiga-Toxigenic Escherichia coli
Shiga Toxins
Shigella dysenteriae
Specimen Collection
STX2 protein, human
Toxins, Biological
Vibrio cholerae
Yersinia enterocolitica
Campylobacter jejuni
Escherichia coli
Genes
Oligonucleotide Primers
Platinum
Salmonella
Shigella
Strains
Vibrio cholerae
Yersinia enterocolitica
Based on data obtained from other screening tests (bile and acid resistance, attachment to Caco-2 cells, antibiotic resistance pattern and B12 production), 20 Lactobacillus spp. were selected and tested for their antimicrobial activity using an agar diffusion method as described by Fernandez et al [16 (link)]. Suspensions of approximately 108cells/ml of pathogens including Shigella soneii (ATCC 12022), Pesudomonas aeruginosa (ATCC 27853), wild types of E. coli strains belonging to three pathotypes i.e. enteropathogenic E. coli (EPEC) (ATCC 43887), enterotoxigenic E. coli (ETEC) and enteroaggregative E. coli (EAEC) (ETEC and EAEC were from our culture collection center at the Pasteur Institute of Iran and were not type strains) [17 (link), 18 (link)], Salmonella typhi (ATCC 19430), Proteus mirabilis (ATCC 25933), Yersinia enterocolitica (ATCC 23715), Streptococcus agalactiea (ATCC 12386) and Listeria monocytogenes (ATCC 19113) were poured on plates containing Muller Hinton agar, except for L. monocytogenes that was onto BHI agar. Plates were then punched with 6 mm diameter bores and each well was filled with 100μl of the culture of selected Lactobacillus strains grown in MRS broth overnight. The plates were then incubated at 37°C under aerobic condition for assessing the antimicrobial effect of each Lactobacillus isolates. After 24h of incubation, one millimeter or greater of inhibition zone were scored as positive antibacterial activity.
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Acids
Agar
Anti-Bacterial Agents
Antibiotic Resistance, Microbial
Bacteria, Aerobic
Bile
Cell-Matrix Junction
Diffusion
Enteroaggregative Escherichia coli
Enteropathogenic Escherichia coli
Enterotoxigenic Escherichia coli
Escherichia coli
Lactobacillus
Listeria monocytogenes
Microbicides
Pathogenicity
Proteus mirabilis
Psychological Inhibition
Salmonella typhi
Shigella
Strains
Streptococcus
Yersinia enterocolitica
Most recents protocols related to «Yersinia enterocolitica»
Western blotting was performed, as described previously (Pan et al., 2016 (link)). Horseradish peroxidase (HRP)-conjugated 6×His-tag antibody (Abmart, Shanghai, China) (1:3,000) was used to detect 6×His-tag-fused proteins. Monoclonal Yersinia enterocolitica O:9 antibody (Fitzgerald, Acton, MA) (1:400) and Brucella antibody (1:400) to detect glycoproteins. The antibody against Brucella was produced by immunizing rabbits with whole Brucella suis S2 and blocking with E. coli W3110 cell lysates. HRP-conjugated anti-rabbit IgG (TransGen Biotech, Beijing, China) (1:15,000) was used as a secondary antibody.
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anti-IgG
Brucella
Brucella suis
Cardiac Arrest
Cells
Escherichia coli
Glycoproteins
Horseradish Peroxidase
Immunoglobulins
Monoclonal Antibodies
Oryctolagus cuniculus
Proteins
Rabbits
Yersinia enterocolitica
The commercially available BioFire® Film Array® GI Panel system was used per the manufacturer’s instructions (BioFire Diagnostics, Salt Lake City, UT, USA) to analyse all stool specimens. Briefly: only one specimen at a time was processed within a closed pouch where 200 μL of the stool specimen is added together with the supplied hydration solution. The system performs a nucleic acid extraction, multiplex PCR and melting analysis in 60 min and provides a printout of the results. The test simultaneously detects and identifies nucleic acids from the following 22 diarrhoea pathogens:
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Adenoviruses
Astroviridae
Bacteria
Campylobacter
Cryptosporidium
Cyclospora
Diagnosis
Diarrhea
Entamoeba histolytica
Enteroaggregative Escherichia coli
Enteropathogenic Escherichia coli
Enterotoxigenic Escherichia coli
Escherichia coli
Escherichia coli O157
Feces
Giardia lamblia
Multiplex Polymerase Chain Reaction
Norovirus
Nucleic Acids
Parasites
Pathogenicity
Plesiomonas shigelloides
Rotavirus
Salmonella
Sapovirus
Shiga-Toxigenic Escherichia coli
Shiga Toxins
Shigella
Sodium Chloride
STX2 protein, human
toxB protein, Clostridium difficile
Vibrio
Vibrio cholerae
Virus
Yersinia enterocolitica
S. marcescens CSM-RMT-1 (non-pigmented) (GenBank accession No. OQ254763) and S. marcescens CSM-RMT-II-1 (pigmented) (GenBank accession No. OQ254768) strains were derived from a rugged and not easily accessible surface of a diary-producing plant [24 (link)]. Pure cultures of the potential inhibitory strains were maintained on tryptone soya agar (TSA; Biokar, France) slants at 4 °C and in tryptone soya broth (TSB; Biokar, France) supplemented with 20% glycerol at −80 °C, respectively.
Inhibitory effect of the two S. marcescens strains were screened against four foodborne pathogenic bacteria: Listeria monocytogenes CCM 4699 (Czech Collection of Microorganisms, Brno, Czech Republic), Salmonella enterica subsp. enterica ser. Hartford NCAIM B.01310 (National Collection of Agricultural and Industrial Microorganisms, Budapest, Hungary), Yersinia enterocolitica HNCMB 98002 (Hungarian National Collection of Medical Bacteria, Budapest, Hungary) and Escherichia coli NCAIM B.01909 (National Collection of Agricultural and Industrial Microorganisms, Budapest, Hungary). Each of them was cultured on TSA at 37 °C for 24 h, except Y. enterocolitica, which was incubated at 25 °C.
In the co-culturing study the growth of a food-derived Salmonella enterica subsp. enterica strain was tested. This bacterium was previously isolated from egg and identified by Sanger sequencing of the 16S rRNA encoding gene and MALDI-TOF MS analyses (data are not shown). The GenBank accession number of the strain is OQ254770. The pathogen was cultured on TSA at 37 °C for 24 h, while its maintenance was performed on TSA slants at 4 °C and in TSB supplemented with 20% glycerol at −80 °C.
Inhibitory effect of the two S. marcescens strains were screened against four foodborne pathogenic bacteria: Listeria monocytogenes CCM 4699 (Czech Collection of Microorganisms, Brno, Czech Republic), Salmonella enterica subsp. enterica ser. Hartford NCAIM B.01310 (National Collection of Agricultural and Industrial Microorganisms, Budapest, Hungary), Yersinia enterocolitica HNCMB 98002 (Hungarian National Collection of Medical Bacteria, Budapest, Hungary) and Escherichia coli NCAIM B.01909 (National Collection of Agricultural and Industrial Microorganisms, Budapest, Hungary). Each of them was cultured on TSA at 37 °C for 24 h, except Y. enterocolitica, which was incubated at 25 °C.
In the co-culturing study the growth of a food-derived Salmonella enterica subsp. enterica strain was tested. This bacterium was previously isolated from egg and identified by Sanger sequencing of the 16S rRNA encoding gene and MALDI-TOF MS analyses (data are not shown). The GenBank accession number of the strain is OQ254770. The pathogen was cultured on TSA at 37 °C for 24 h, while its maintenance was performed on TSA slants at 4 °C and in TSB supplemented with 20% glycerol at −80 °C.
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Agar
Bacteria
Escherichia coli
Food
Glycerin
Listeria monocytogenes
Pathogenicity
Plants
Psychological Inhibition
Ribosomal RNA Genes
Salmonella enterica subsp. enterica
Soybeans
Spectrometry, Mass, Matrix-Assisted Laser Desorption-Ionization
Strains
Yersinia enterocolitica
The panel of pathogenic microorganisms used in this study consisted of Staphylococcus aureus (American Type Cell Culture Collection, (ATCC) 29213, Manassas, VA, USA), Staphylococcus aureus–MRSA, resistant to methicillin and oxacillin (#1337, Collection of the Stephan Angeloff Institute of Microbiology, Sofia, Bulgaria (SAIMC)), Enterococcus faecalis (ATCC 29212), Streptococcus pyogenes (SAIMC 10535, Collection of SAIMC), as well as the Gram-negative Escherichia coli (ATCC 35218), Pseudomonas aeruginosa (ATCC 27853), Yersinia enterocolitica (1WA8081 0:8) and the yeast Candida albicans (CBS 562, The Westerdijk Institute, Utrecht, The Netherlands). Bacteria were maintained in tryptone soya broth (TSB) (LQ009, Himedia, Mumbai, India) at 37 °C, aerobic conditions. For the experiments, Mueller–Hinton broth (MHB), (GM391, Himedia, Mumbai, India) was used for E. coli and S. aureus, while brain heart infusion (BHI) broth (M210, Himedia, Mumbai, India) was used for all other strains.
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Bacteria
Bacteria, Aerobic
Brain
Candida albicans
Cell Culture Techniques
Enterococcus faecalis
Escherichia coli
Heart
Methicillin-Resistant
Methicillin-Resistant Staphylococcus aureus
Oxacillin
Pathogenicity
Pseudomonas aeruginosa
Soybeans
Staphylococcus aureus
Staphylococcus aureus Infection
Strains
Streptococcus pyogenes
Yeasts
Yersinia enterocolitica
Specific Pathogen Free (SPF) Wistar rats weighing ~200–220 g were purchased from Liaoning Changsheng Biotechnology Co., Ltd. (Liaoning, China). (Note: due to the smaller spleen of germ-free rats compared to normal rats, it is not conducive to the study of SDD. Therefore, we chose to exclude Yersinia enterocolitica, dermatopathogenic fungi, and Klebsiella pneumoniae, and other pathogens SPF rats were studied.) The rats were raised in a SPF animal room with an independent ventilation system and standard temperature and humidity. All rats were fed using a standard 12–12 h light-dark cycle and allowed to adapt for 1 week prior to the study. The rats were provided with a standard diet (calorie composition: 65.5% carbohydrate, 10.3% fat, and 24.2% protein) and water. The experimental design was strictly in accordance with the principles and experimental requirements of the Animal Ethics Committee of Changchun University of Chinese Medicine (No. 2020317).
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Animal Ethics Committees
Animals
Carbohydrates
Chinese
Fungi
Humidity
Klebsiella pneumoniae
pathogenesis
Proteins
Rats, Wistar
Rattus norvegicus
Specific Pathogen Free
Spleen
Therapy, Diet
Yersinia enterocolitica
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Escherichia coli is a bacterium that is commonly used in laboratory settings. It serves as a model organism for microbiology and molecular biology research. Escherichia coli can be cultivated and studied to understand fundamental cellular processes and mechanisms.
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Staphylococcus aureus is a bacterial strain available in the American Type Culture Collection (ATCC) product portfolio. It is a Gram-positive, spherical-shaped bacterium commonly found in the human nasal passages and on the skin. This strain is widely used in research and laboratory settings for various applications.
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Bacillus cereus is a Gram-positive, spore-forming bacterium that is commonly found in the environment. It is a type of microorganism that can be used in various laboratory applications.
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Pseudomonas aeruginosa is a bacterial strain available from the American Type Culture Collection (ATCC). It is a Gram-negative, aerobic bacterium commonly found in soil and water environments. This strain can be used for various research and testing purposes.
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Klebsiella pneumoniae is a Gram-negative, non-spore-forming, encapsulated, lactose-fermenting, facultatively anaerobic, rod-shaped bacterium. It is a common inhabitant of the human gastrointestinal tract and can cause various types of infections, including pneumonia, urinary tract infections, and septicemia.
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Enterobacter cloacae is a bacterial culture available from the American Type Culture Collection (ATCC). It is a Gram-negative, facultatively anaerobic, rod-shaped bacterium that belongs to the family Enterobacteriaceae. Enterobacter cloacae is commonly found in the human gastrointestinal tract and in the environment.
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Yersinia enterocolitica is a bacterium that can be used for various laboratory applications. It is a Gram-negative, rod-shaped microorganism that belongs to the genus Yersinia. Yersinia enterocolitica is a well-characterized species with a defined set of microbiological and biochemical properties.
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Enterococcus faecalis is a Gram-positive, facultatively anaerobic bacterium. It is commonly found in the human gastrointestinal tract and is known for its ability to survive in diverse environments.
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Listeria monocytogenes is a bacterial strain maintained by the American Type Culture Collection (ATCC). It is a Gram-positive, non-spore-forming, motile bacterium. This strain is commonly used for research and testing purposes.
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Proteus mirabilis is a bacterial strain available from the American Type Culture Collection. It is a gram-negative, rod-shaped bacterium that is commonly found in the human gastrointestinal tract and the environment. The strain is maintained for research and study purposes.
More about "Yersinia enterocolitica"
Yersinia enterocolitica is a significant foodborne pathogen that can cause the illness yersiniosis, characterized by gastrointestinal symptoms.
This Gram-negative bacterium is an important public health threat, as it can infect both humans and animals.
Yersinia can be found in a variety of environmental sources, including water, soil, and animal reservoirs.
Accurate and reproducible research protocols are crucial for studying Yersinia enterocolitica and developing effective intervention strategies.
PubCompare.ai is an innovative tool that helps researchers optimize their Yersinia research by locating the best protocols from literature, preprints, and patents, while using advanced AI to ensure reproducibility and accuracy.
Other notable foodborne pathogens include Escherichia coli, Staphylococcus aureus, Bacillus cereus, Pseudomonas aeruginosa, Klebsiella pneumoniae, Enterobacter cloacae, Enterococcus faecalis, Listeria monocytogenes, and Proteus mirabilis.
These bacteria can cause a range of illnesses, from gastrointestinal infections to more severe conditions.
Improving research efficiency and advancing our understanding of Yersinia enterocolitica and other significant public health threats is crucial for developing effective interventions and protecting public health.
PubCompare.ai's AI-driven protocol comparison can help researchers optimize their studies and drive progress in this important field.
This Gram-negative bacterium is an important public health threat, as it can infect both humans and animals.
Yersinia can be found in a variety of environmental sources, including water, soil, and animal reservoirs.
Accurate and reproducible research protocols are crucial for studying Yersinia enterocolitica and developing effective intervention strategies.
PubCompare.ai is an innovative tool that helps researchers optimize their Yersinia research by locating the best protocols from literature, preprints, and patents, while using advanced AI to ensure reproducibility and accuracy.
Other notable foodborne pathogens include Escherichia coli, Staphylococcus aureus, Bacillus cereus, Pseudomonas aeruginosa, Klebsiella pneumoniae, Enterobacter cloacae, Enterococcus faecalis, Listeria monocytogenes, and Proteus mirabilis.
These bacteria can cause a range of illnesses, from gastrointestinal infections to more severe conditions.
Improving research efficiency and advancing our understanding of Yersinia enterocolitica and other significant public health threats is crucial for developing effective interventions and protecting public health.
PubCompare.ai's AI-driven protocol comparison can help researchers optimize their studies and drive progress in this important field.