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El Kayal W, Darwiche L, Farhat YA, Hdeib M, AlJardaly R, Shbaro M, Iskandar CF. Agricultural Mitigation Strategies to Reduce the Impact of Romaine Lettuce Contamination. PLANTS (BASEL, SWITZERLAND) 2024; 13:2460. [PMID: 39273944 PMCID: PMC11396837 DOI: 10.3390/plants13172460] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/04/2024] [Revised: 08/24/2024] [Accepted: 09/01/2024] [Indexed: 09/15/2024]
Abstract
BACKGROUND Leafy greens, particularly romaine lettuce, are often associated with outbreaks due to their susceptibility to contamination from various environmental sources. This study aimed to evaluate the presence of E. coli, Salmonella, copper, nickel, zinc, and manganese in irrigation water, lettuce leaves, and agricultural soil in the Litani River Basin (LRB), Lebanon. METHOD Samples were collected from five demonstration plots employing different agricultural practices. Heavy metal concentrations were determined using atomic absorption spectrometry, while E. coli and Salmonella testing were conducted through conventional culturing techniques. The impact of E. coli contamination on seed germination and the interaction effects between E. coli and heavy metals were also examined. The study also compared the effectiveness of various irrigation systems in reducing bacterial contamination. RESULTS The results demonstrated that contamination levels varied significantly across the plots and irrigation types. This variation underscores the necessity of site-specific mitigation strategies to enhance food safety. Our findings highlight the importance of selecting appropriate irrigation methods and implementing tailored agricultural practices to minimize the risk of contamination. CONCLUSION This research provides valuable insights for optimizing agricultural practices in the LRB to ensure food safety and environmental sustainability.
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Affiliation(s)
- Walid El Kayal
- Department of Agriculture, Faculty of Agricultural and Food Sciences, American University of Beirut, Riad El-Solh, P.O. Box 11-0236, Beirut 1107-2020, Lebanon
| | - Linda Darwiche
- Department of Nutrition and Food Sciences, Faculty of Agricultural and Food Sciences, American University of Beirut, Riad El Solh, P.O. Box 11-0236, Beirut 1107-2020, Lebanon
| | - Yasmine A Farhat
- Department of Agriculture, Faculty of Agricultural and Food Sciences, American University of Beirut, Riad El-Solh, P.O. Box 11-0236, Beirut 1107-2020, Lebanon
| | - Mariane Hdeib
- Department of Agriculture, Faculty of Agricultural and Food Sciences, American University of Beirut, Riad El-Solh, P.O. Box 11-0236, Beirut 1107-2020, Lebanon
| | - Roaa AlJardaly
- Department of Agriculture, Faculty of Agricultural and Food Sciences, American University of Beirut, Riad El-Solh, P.O. Box 11-0236, Beirut 1107-2020, Lebanon
| | - Mostapha Shbaro
- Department of Agriculture, Faculty of Agricultural and Food Sciences, American University of Beirut, Riad El-Solh, P.O. Box 11-0236, Beirut 1107-2020, Lebanon
| | - Christelle F Iskandar
- Department of Nutrition and Food Sciences, Faculty of Agricultural and Food Sciences, American University of Beirut, Riad El Solh, P.O. Box 11-0236, Beirut 1107-2020, Lebanon
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Yoneda I, Nishiyama M, Watanabe T. Significant Factors for Modelling Survival of Escherichia coli in Lake Sediments. Microorganisms 2024; 12:1192. [PMID: 38930574 PMCID: PMC11206117 DOI: 10.3390/microorganisms12061192] [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: 05/17/2024] [Revised: 06/05/2024] [Accepted: 06/12/2024] [Indexed: 06/28/2024] Open
Abstract
Currently available numerical models that describe the fecal contamination of aquatic environments using Escherichia coli as an indicator bacterium did not consider its survival in sediments. We conducted a series of comparative experiments to reveal the independent and interactive effects of sediment factors, including temperature, pH, water-extractable total dissolved solids (TDSs), coexisting microbes, and sampling sites, in lake environments on E. coli survival. In experiments, E. coli survival was observed by controlling any two factors at a time. Consequently, the decrease in pH and presence of coexisting microbes enhanced E. coli die-off, whereas the addition of water-extractable TDSs promoted its growth. To select factors to be considered for modelling E. coli survival in sediments, the independent effects of each factor and the interaction effect of the two factors were statistically compared based on their effect sizes (η2). As a result, pH (η2 = 59.5-89.0%) affected E. coli survival most significantly, followed by coexisting microbes (1.7-48.4%). Among the interactions affecting E. coli survival, including pH or coexisting microbes-which had larger independent effects-relatively larger statistically significant interactions were observed between pH and coexisting microbes (31.1%), coexisting microbes and water-extractable TDSs (85.4%), and coexisting microbes and temperature (26.4%).
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Affiliation(s)
- Ichiro Yoneda
- Department of Regional Environment Creation, United Graduate School of Agricultural Sciences, Iwate University, 18-8 Ueda 3-Chome, Morioka 020-8850, Japan;
| | - Masateru Nishiyama
- Department of Food, Life and Environmental Sciences, Faculty of Agriculture, Yamagata University, 1-23 Wakaba-Machi, Tsuruoka 997-8555, Japan;
| | - Toru Watanabe
- Department of Food, Life and Environmental Sciences, Faculty of Agriculture, Yamagata University, 1-23 Wakaba-Machi, Tsuruoka 997-8555, Japan;
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Detert K, Währer J, Nieselt K, Schmidt H. Broad time-dependent transcriptional activity of metabolic genes of E. coli O104:H4 strain C227/11Φcu in a soil microenvironment at low temperature. ENVIRONMENTAL MICROBIOLOGY REPORTS 2023; 15:582-596. [PMID: 37644642 PMCID: PMC10667640 DOI: 10.1111/1758-2229.13198] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/17/2023] [Accepted: 08/16/2023] [Indexed: 08/31/2023]
Abstract
In the current study, metabolic genes and networks that influence the persistence of pathogenic Escherichia coli O104:H4 strain C227/11Φcu in agricultural soil microenvironments at low temperature were investigated. The strain was incubated in alluvial loam (AL) and total RNA was prepared from samples at time point 0, and after 1 and 4 weeks. Differential transcriptomic analysis was performed by RNA sequencing analysis and values obtained at weeks 1 and 4 were compared to those of time point 0. We found differential expression of more than 1500 genes for either time point comparison. The two lists of differentially expressed genes were then subjected to gene set enrichment of Gene Ontology terms. In total, 17 GO gene sets and 3 Pfam domains were found to be enriched after 1 week. After 4 weeks, 17 GO gene sets and 7 Pfam domains were statistically enriched. Especially stress response genes and genes of the primary metabolism were particularly affected at both time points. Genes and gene sets for uptake of carbohydrates, amino acids were strongly upregulated, indicating adjustment to a low nutrient environment. The results of this transcriptome analysis show that persistence of C227/11Φcu in soils is associated with a complex interplay of metabolic networks.
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Affiliation(s)
- Katharina Detert
- Department of Food Microbiology and Hygiene, Institute of Food Science and BiotechnologyUniversity of HohenheimStuttgartGermany
| | - Jonathan Währer
- Institute for Bioinformatics and Medical InformaticsUniversity of TübingenTübingenGermany
| | - Kay Nieselt
- Institute for Bioinformatics and Medical InformaticsUniversity of TübingenTübingenGermany
| | - Herbert Schmidt
- Department of Food Microbiology and Hygiene, Institute of Food Science and BiotechnologyUniversity of HohenheimStuttgartGermany
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Detert K, Schmidt H. Sporadic Detection of Escherichia coli O104:H4 Strain C227/11Φcu in the Edible Parts of Lamb's Lettuce Cultured in Contaminated Agricultural Soil Samples. Microorganisms 2023; 11:2072. [PMID: 37630632 PMCID: PMC10457958 DOI: 10.3390/microorganisms11082072] [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: 06/27/2023] [Revised: 08/04/2023] [Accepted: 08/09/2023] [Indexed: 08/27/2023] Open
Abstract
In the current study, we demonstrate that E. coli O104:H4 strain C227/11Φcu, a derivative of the 2011 enterohemorrhagic/enteroaggregative (EHEC/EAEC) E. coli outbreak strain, migrated into the edible portion of lamb's lettuce plants upon contamination of the surrounding soil. Seeds were surface-sterilized and cultivated on Murashige-Skoog agar or in autoclaved agricultural soil. Migration into the edible portions was investigated by inoculating the agar or soil close to the plants with 108 colony-forming units (CFU). The edible parts, which did not come into contact with the contaminated medium or soil, were quantitatively analyzed for the presence of bacteria after 2, 4 and 8 weeks. Strain C227/11Φcu could colonize lamb's lettuce when contamination of medium or soil occurs. The highest recovery rate (27%) was found for lettuce cultivated in agar, and up to 1.6 × 103 CFU/g lettuce was detected. The recovery rate was lower for the soil samples (9% and 13.5%). Although the used contamination levels were high, migration of C227/11Φcu from the soil into the edible parts was demonstrated. This study further highlights the risk of crop plant contamination with pathogenic E. coli upon soil contamination.
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Affiliation(s)
| | - Herbert Schmidt
- Department of Food Microbiology and Hygiene, Institute of Food Science and Biotechnology, University of Hohenheim, Garbenstraße 28, 70599 Stuttgart, Germany;
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NandaKafle G, Blasius LA, Seale T, Brözel VS. Escherichia coli Strains Display Varying Susceptibility to Grazing by the Soil Amoeba Dictyostelium discoideum. Microorganisms 2023; 11:1457. [PMID: 37374960 DOI: 10.3390/microorganisms11061457] [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: 04/30/2023] [Revised: 05/23/2023] [Accepted: 05/30/2023] [Indexed: 06/29/2023] Open
Abstract
Recent studies have shown that Escherichia coli can survive in different environments, including soils, and they can maintain populations in sterile soil for a long period of time. This indicates that growth-supporting nutrients are available; however, when grown in non-sterile soils, populations decline, suggesting that other biological factors play a role in controlling E. coli populations in soil. Free-living protozoa can affect the bacterial population by grazing. We hypothesized that E. coli strains capable of surviving in non-sterile soil possess mechanisms to protect themselves from amoeba predation. We determined the grazing rate of E. coli pasture isolates by using Dictyostelium discoideum. Bacterial suspensions applied to lactose agar as lines were allowed to grow for 24 h, when 4 μL of D. discoideum culture was inoculated in the center of each bacterial line. Grazing distances were measured after 4 days. The genomes of five grazing-susceptible and five grazing-resistant isolates were sequenced and compared. Grazing distance varied among isolates, which indicated that some E. coli are more susceptible to grazing by protozoa than others. When presented with a choice between grazing-susceptible and grazing-resistant isolates, D. discoideum grazed only on the susceptible strain. Grazing susceptibility phenotype did not align with the phylogroup, with both B1 and E strains found in both grazing groups. They also did not align by core genome phylogeny. Whole genome comparisons revealed that the five most highly grazed strains had 389 shared genes not found in the five least grazed strains. Conversely, the five least grazed strains shared 130 unique genes. The results indicate that long-term persistence of E. coli in soil is due at least in part to resistance to grazing by soil amoeba.
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Affiliation(s)
- Gitanjali NandaKafle
- Department of Biology and Microbiology, South Dakota State University, Brookings, SD 57006, USA
| | - Lane A Blasius
- Department of Biology and Microbiology, South Dakota State University, Brookings, SD 57006, USA
| | - Tarren Seale
- Department of Biochemistry, Genetics and Microbiology, University of Pretoria, Pretoria 0004, South Africa
| | - Volker S Brözel
- Department of Biology and Microbiology, South Dakota State University, Brookings, SD 57006, USA
- Department of Biochemistry, Genetics and Microbiology, University of Pretoria, Pretoria 0004, South Africa
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6
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Alegbeleye O, Sant'Ana AS. Survival behavior of six enterotoxigenic Escherichia coli strains in soil and biochar-amended soils. ENVIRONMENTAL RESEARCH 2023; 223:115443. [PMID: 36781014 DOI: 10.1016/j.envres.2023.115443] [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: 12/27/2022] [Revised: 02/04/2023] [Accepted: 02/06/2023] [Indexed: 06/18/2023]
Abstract
Some Escherichia coli serotypes are important human pathogens causing diarrhea or in some cases, life threatening diseases. E. coli is also a typical indicator microorganism, routinely used for assessing the microbiological quality of water especially to indicate fecal contamination. The soil is a sink and route of transmission to water and food resources and it is thus important to understand the survival of enterotoxigenic E. coli strains in soil. This study monitored the survival of six E. coli strains in sandy and loam soil. Furthermore, since biochar is a commonly used soil conditioner, the study investigated the impact of biochar amendment (15%) on the survival of the E. coli strains in (biochar-amended) sandy and loam soils. Addition of biochar affected the physicochemical properties of both soils, altering potassium levels, calcium, magnesium, sodium as well as levels of other metal ions. It increased the organic matter of loam soil from 44 g/dm3 to 52 g/dm3, and increased the pH of both sandy and loam soils. Survival and persistence of the E. coli strains generally varied according to soil type, with strains generally surviving better (P ≤ 0.05) in loam soil compared to in sandy soil. In loam soil and biochar amended loam soils, E. coli strains remained culturable until the 150th day with counts ranging between 3.00 and 5.94 ± 0.04 log CFU/g. The effects of biochar on the physicochemical properties of soil and the response of the E. coli strains to biochar amendment was variable depending on soil type.
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Affiliation(s)
- Oluwadara Alegbeleye
- Department of Food Science and Nutrition, Faculty of Food Engineering, University of Campinas, Campinas, SP, Brazil
| | - Anderson S Sant'Ana
- Department of Food Science and Nutrition, Faculty of Food Engineering, University of Campinas, Campinas, SP, Brazil.
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Migration Rates on Swim Plates Vary between Escherichia coli Soil Isolates: Differences Are Associated with Variants in Metabolic Genes. Appl Environ Microbiol 2023; 89:e0172722. [PMID: 36695629 PMCID: PMC9972950 DOI: 10.1128/aem.01727-22] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/26/2023] Open
Abstract
This study investigates migration phenotypes of 265 Escherichia coli soil isolates from the Buffalo River basin in Minnesota, USA. Migration rates on semisolid tryptone swim plates ranged from nonmotile to 190% of the migration rate of a highly motile E. coli K-12 strain. The nonmotile isolate, LGE0550, had mutations in flagellar and chemotaxis genes, including two IS3 elements in the flagellin-encoding gene fliC. A genome-wide association study (GWAS), associating the migration rates with genetic variants in specific genes, yielded two metabolic variants (rygD-serA and metR-metE) with previous implications in chemotaxis. As a novel way of confirming GWAS results, we used minimal medium swim plates to confirm the associations. Other variants in metabolic genes and genes that are associated with biofilm were positively or negatively associated with migration rates. A determination of growth phenotypes on Biolog EcoPlates yielded differential growth for the 10 tested isolates on d-malic acid, putrescine, and d-xylose, all of which are important in the soil environment. IMPORTANCE E. coli is a Gram-negative, facultative anaerobic bacterium whose life cycle includes extra host environments in addition to human, animal, and plant hosts. The bacterium has the genomic capability of being motile. In this context, the significance of this study is severalfold: (i) the great diversity of migration phenotypes that we observed within our isolate collection supports previous (G. NandaKafle, A. A. Christie, S. Vilain, and V. S. Brözel, Front Microbiol 9:762, 2018, https://doi.org/10.3389/fmicb.2018.00762; Y. Somorin, F. Abram, F. Brennan, and C. O'Byrne, Appl Environ Microbiol 82:4628-4640, 2016, https://doi.org/10.1128/AEM.01175-16) ideas of soil promoting phenotypic heterogeneity, (ii) such heterogeneity may facilitate bacterial growth in the many different soil niches, and (iii) such heterogeneity may enable the bacteria to interact with human, animal, and plant hosts.
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8
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Mitchell M, Thornton L, Riley MA. Identifying more targeted antimicrobials active against select bacterial phytopathogens. J Appl Microbiol 2022; 132:4388-4399. [PMID: 35301784 DOI: 10.1111/jam.15531] [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: 01/24/2022] [Revised: 02/27/2022] [Accepted: 03/14/2022] [Indexed: 11/29/2022]
Abstract
AIMS Phytopathogens are a global threat to the world's food supply. Use of broad-spectrum bactericides and antibiotics to limit or eliminate bacterial infections is becoming less effective as levels of resistance increase, while concurrently becoming less desirable from an ecological perspective due to their collateral damage to beneficial members of plant and soil microbiomes. Bacteria produce numerous antimicrobials in addition to antibiotics, such as bacteriocins with their relatively narrow activity spectra, and inhibitory metabolic by-products, such as organic acids. There is interest in developing these naturally occurring antimicrobials for use as alternatives or supplements to antibiotics. METHODS AND RESULTS In this study, we investigate the inhibitory potential of 217 plant associated bacterial isolates from 44 species including plant pathogens, plant growth promoting rhizobacteria, and plant commensals. Over half of the isolates were found to produce antimicrobial substances, of which 68% were active against phytopathogens. Even more intriguing, 98% of phytopathogenic strains were sensitive to the compounds produced specifically by plant growth promoting rhizobacteria. CONCLUSION These data argue that plant-associated bacteria produce a broad range of antimicrobial substances, and that the substances produced preferentially target phytopathogenic bacteria. SIGNIFICANCE AND IMPACT OF STUDY There is a need for novel antimicrobials for use in agriculture. The methods presented here reveal the potential for simple phenotypic screening methods to provide a broad range of potential drug candidates.
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Affiliation(s)
| | - Logan Thornton
- Department of Biology, University of Massachusetts Amherst
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Aufrecht J, Khalid M, Walton CL, Tate K, Cahill JF, Retterer ST. Hotspots of root-exuded amino acids are created within a rhizosphere-on-a-chip. LAB ON A CHIP 2022; 22:954-963. [PMID: 35089295 DOI: 10.1039/d1lc00705j] [Citation(s) in RCA: 10] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/14/2023]
Abstract
The rhizosphere is a challenging ecosystem to study from a systems biology perspective due to its diverse chemical, physical, and biological characteristics. In the past decade, microfluidic platforms (e.g. plant-on-a-chip) have created an alternative way to study whole rhizosphere organisms, like plants and microorganisms, under reduced-complexity conditions. However, in reducing the complexity of the environment, it is possible to inadvertently alter organism phenotype, which biases laboratory data compared to in situ experiments. To build back some of the complexity of the rhizosphere in a fully-defined, parameterized approach we have developed a rhizosphere-on-a-chip platform that mimics the physical structure of soil. We demonstrate, through computational simulation, how this synthetic soil structure can influence the emergence of molecular "hotspots" and "hotmoments" that arise naturally from the plant's exudation of labile carbon compounds. We establish the amenability of the rhizosphere-on-a-chip for long-term culture of Brachypodium distachyon, and experimentally validate the presence of exudate hotspots within the rhizosphere-on-a-chip pore spaces using liquid microjunction surface sampling probe mass spectrometry.
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Affiliation(s)
- Jayde Aufrecht
- Earth and Biological Sciences Directorate, Pacific Northwest National Laboratory, Richland, WA, USA.
| | - Muneeba Khalid
- Biosciences Division, Oak Ridge National Laboratory, Oak Ridge, TN, USA
| | - Courtney L Walton
- Biosciences Division, Oak Ridge National Laboratory, Oak Ridge, TN, USA
| | - Kylee Tate
- Earth and Biological Sciences Directorate, Pacific Northwest National Laboratory, Richland, WA, USA.
| | - John F Cahill
- Biosciences Division, Oak Ridge National Laboratory, Oak Ridge, TN, USA
| | - Scott T Retterer
- Center for Nanophase Materials Sciences Division, Oak Ridge National Laboratory, Oak Ridge, TN, USA
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Detert K, Schmidt H. Survival of Enterohemorrhagic Escherichia coli O104:H4 Strain C227/11Φcu in Agricultural Soils Depends on rpoS and Environmental Factors. Pathogens 2021; 10:pathogens10111443. [PMID: 34832598 PMCID: PMC8620961 DOI: 10.3390/pathogens10111443] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/08/2021] [Revised: 11/03/2021] [Accepted: 11/04/2021] [Indexed: 11/19/2022] Open
Abstract
The consumption of contaminated fresh produce caused outbreaks of enterohemorrhagic (EHEC) Escherichia coli. Agricultural soil might be a reservoir for EHEC strains and represent a contamination source for edible plants. Furthermore, the application of manure as fertilizer is an important contamination route. Thus, the German fertilizer ordinance prohibits the use of manure 12 weeks before crop harvest to avoid pathogen transmission into the food chain. In this study, the survival of E. coli O104:H4 strain C227/11Φcu in soil microenvironments with either diluvial sand or alluvial loam at two temperatures was investigated for more than 12 weeks. It was analyzed whether the addition of cattle manure extends EHEC survival in these microenvironments. The experiments were additionally performed with isogenic ΔrpoS and ΔfliC deletion mutants of C227/11Φcu. The survival of C227/11Φcu was highest at 4 °C, whereas the soil type had a minor influence. The addition of cattle manure increased the survival at 22 °C. Deletion of rpoS significantly decreased the survival period under all cultivation conditions, whereas fliC deletion did not have any influence. The results of our study demonstrate that EHEC C227/11Φcu is able to survive for more than 12 weeks in soil microenvironments and that RpoS is an important determinant for survival.
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Lenzi A, Marvasi M, Baldi A. Agronomic practices to limit pre- and post-harvest contamination and proliferation of human pathogenic Enterobacteriaceae in vegetable produce. Food Control 2021. [DOI: 10.1016/j.foodcont.2020.107486] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
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Kubiczek D, Raber H, Bodenberger N, Oswald T, Sahan M, Mayer D, Wiese S, Stenger S, Weil T, Rosenau F. The Diversity of a Polyclonal FluCell-SELEX Library Outperforms Individual Aptamers as Emerging Diagnostic Tools for the Identification of Carbapenem Resistant Pseudomonas aeruginosa. Chemistry 2020; 26:14536-14545. [PMID: 32515842 PMCID: PMC7756519 DOI: 10.1002/chem.202000213] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/14/2020] [Indexed: 11/06/2022]
Abstract
Textbook procedures require the use of individual aptamers enriched in SELEX libraries which are subsequently chemically synthesized after their biochemical characterization. Here we show that this reduction of the available sequence space of large libraries and thus the diversity of binding molecules reduces the labelling efficiency and fidelity of selected single aptamers towards different strains of the human pathogen Pseudomonas aeruginosa compared to a polyclonal aptamer library enriched by a whole-cell-SELEX involving fluorescent aptamers. The library outperformed single aptamers in reliable and specific targeting of different clinically relevant strains, allowed to inhibit virulence associated cellular functions and identification of bound cell surface targets by aptamer based affinity purification and mass spectrometry. The stunning ease of this FluCell-SELEX and the convincing performance of the P. aeruginosa specific library may pave the way towards generally new and efficient diagnostic techniques based on polyclonal aptamer libraries not only in clinical microbiology.
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Affiliation(s)
- Dennis Kubiczek
- Institute of pharmaceutical biotechnologyUlm University89081UlmGermany
| | - Heinz Raber
- Institute of pharmaceutical biotechnologyUlm University89081UlmGermany
| | | | - Thomas Oswald
- Institute of pharmaceutical biotechnologyUlm University89081UlmGermany
| | - Melis Sahan
- Institute of pharmaceutical biotechnologyUlm University89081UlmGermany
| | - Daniel Mayer
- Institute for Medical Microbiology and HygieneUniversity Hospital Ulm89081UlmGermany
| | | | - Steffen Stenger
- Institute for Medical Microbiology and HygieneUniversity Hospital Ulm89081UlmGermany
| | - Tanja Weil
- Department Synthesis of MacromoleculesMax-Planck-Institute for Polymer Research Mainz55128MainzGermany
| | - Frank Rosenau
- Institute of pharmaceutical biotechnologyUlm University89081UlmGermany
- Department Synthesis of MacromoleculesMax-Planck-Institute for Polymer Research Mainz55128MainzGermany
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Chang R, Pandey P, Li Y, Venkitasamy C, Chen Z, Gallardo R, Weimer B, Jay-Russell M, Weimer B. Assessment of gaseous ozone treatment on Salmonella Typhimurium and Escherichia coli O157:H7 reductions in poultry litter. WASTE MANAGEMENT (NEW YORK, N.Y.) 2020; 117:42-47. [PMID: 32805600 DOI: 10.1016/j.wasman.2020.07.039] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/30/2020] [Revised: 07/10/2020] [Accepted: 07/23/2020] [Indexed: 05/03/2023]
Abstract
Poultry litter is used as soil amendment or organic fertilizer. While poultry litter is enriched with organic matter suitable for land, the presence of pathogens such as Salmonella in poultry litter is a concern. To investigate the effect of gaseous ozone on pathogen reductions in poultry litter, this study conducted a series of experiments that involved understanding of Salmonella Typhimurium and Escherichia coli O157:H7 inactivation at various doses of Ozone (O3) in wet and dry poultry litter conditions. Previously, ozone treatment has been shown to disinfect the surface of foods and plant materials including fruits, juices, and wastewater, however, additional research are needed to better understand the impacts of ozone on treatment of soil amendments. Sanitizing methods capable of eliminating pathogens of soil amendments are crucial to mitigate disease outbreaks related with litter/manure-based fertilizers. In this study, a bench scale continuous ozone treatment system was designed to produce O3 gas, with a range O3 concentrations (7.15-132.46 mg·L-1), monitor ozone concentrations continuously, and control the ozone exposure time (15 to 90 mins) to understand the effectiveness of O3 in eliminating S. Typhimurium and E. coli O157:H7 in poultry litter. Results showed that 7.15 mg·L-1 did not reduce the counts of S. Typhimurium until exposure to O3 for 90 min. The O3 concentrations of 43.26 ~ 132.46 mg·L-1 exposure reduced the bacterial counts. Furthermore, the moisture content of poultry litter was found to be an influencing factor for pathogen reduction. The pathogen reduction rates were reduced when the moisture content was increased. At higher moisture content, high concentrations of O3 (132.46 mg·L-1) were needed for pathogen reductions. The moisture content of 30% or lower was found to be more effective for controlling pathogen levels in poultry litter. Our study demonstrates that gaseous O3 treatment could be used as an additional decontamination technique to ensure the certain degree of microbiological safety of poultry litter based soil amendment.
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Affiliation(s)
- Ruixue Chang
- Department of Population Health and Reproduction, Veterinary Medicine School, University of California, Davis, CA 95616, USA; Department of Environmental Sciences and Technology, College of Resources and Environmental Sciences, China Agricultural University, Beijing 100193, China
| | - Pramod Pandey
- Department of Population Health and Reproduction, Veterinary Medicine School, University of California, Davis, CA 95616, USA.
| | - Yanming Li
- Department of Environmental Sciences and Technology, College of Resources and Environmental Sciences, China Agricultural University, Beijing 100193, China
| | - Chandrasekar Venkitasamy
- Department of Population Health and Reproduction, Veterinary Medicine School, University of California, Davis, CA 95616, USA; Food Science and Human Nutrition, Iowa State University, Ames, IA 50011, USA
| | - Zhao Chen
- Department of Population Health and Reproduction, Veterinary Medicine School, University of California, Davis, CA 95616, USA
| | - Rodrigo Gallardo
- Department of Population Health and Reproduction, Veterinary Medicine School, University of California, Davis, CA 95616, USA
| | - Bart Weimer
- Department of Population Health and Reproduction, Veterinary Medicine School, University of California, Davis, CA 95616, USA
| | - Michele Jay-Russell
- Western Center for Food Safety, University of California, Davis, CA 95616, USA
| | - Bart Weimer
- Department of Population Health and Reproduction, Veterinary Medicine School, University of California, Davis, CA 95616, USA
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Weller DL, Love TMT, Belias A, Wiedmann M. Predictive Models May Complement or Provide an Alternative to Existing Strategies for Assessing the Enteric Pathogen Contamination Status of Northeastern Streams Used to Provide Water for Produce Production. FRONTIERS IN SUSTAINABLE FOOD SYSTEMS 2020; 4. [PMID: 33791594 PMCID: PMC8009603 DOI: 10.3389/fsufs.2020.561517] [Citation(s) in RCA: 13] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/08/2023] Open
Abstract
While the Food Safety Modernization Act established standards for the use of surface water for produce production, water quality is known to vary over space and time. Targeted approaches for identifying hazards in water that account for this variation may improve growers’ ability to address pre-harvest food safety risks. Models that utilize publicly-available data (e.g., land-use, real-time weather) may be useful for developing these approaches. The objective of this study was to use pre-existing datasets collected in 2017 (N = 181 samples) and 2018 (N = 191 samples) to train and test models that predict the likelihood of detecting Salmonella and pathogenic E. coli markers (eaeA, stx) in agricultural water. Four types of features were used to train the models: microbial, physicochemical, spatial and weather. “Full models” were built using all four features types, while “nested models” were built using between one and three types. Twenty learners were used to develop separate full models for each pathogen. Separately, to assess information gain associated with using different feature types, six learners were randomly selected and used to develop nine, nested models each. Performance measures for each model were then calculated and compared against baseline models where E. coli concentration was the sole covariate. In the methods, we outline the advantages and disadvantages of each learner. Overall, full models built using ensemble (e.g., Node Harvest) and “black-box” (e.g., SVMs) learners out-performed full models built using more interpretable learners (e.g., tree- and rule-based learners) for both outcomes. However, nested eaeA-stx models built using interpretable learners and microbial data performed almost as well as these full models. While none of the nested Salmonella models performed as well as the full models, nested models built using spatial data consistently out-performed models that excluded spatial data. These findings demonstrate that machine learning approaches can be used to predict when and where pathogens are likely to be present in agricultural water. This study serves as a proof-of-concept that can be built upon once larger datasets become available and provides guidance on the learner-data combinations that should be the foci of future efforts (e.g., tree-based microbial models for pathogenic E. coli).
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Affiliation(s)
- Daniel L Weller
- Department of Food Science, Cornell University, Ithaca, NY, United States.,Department of Biostatistics and Computational Biology, University of Rochester, Rochester, NY, United States
| | - Tanzy M T Love
- Department of Biostatistics and Computational Biology, University of Rochester, Rochester, NY, United States
| | - Alexandra Belias
- Department of Food Science, Cornell University, Ithaca, NY, United States
| | - Martin Wiedmann
- Department of Food Science, Cornell University, Ithaca, NY, United States
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15
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Dasgupta MG, Burragoni S, Amrutha S, Muthupandi M, Parveen ABM, Sivakumar V, Ulaganathan K. Diversity of bacterial endophyte in Eucalyptus clones and their implications in water stress tolerance. Microbiol Res 2020; 241:126579. [PMID: 32861101 DOI: 10.1016/j.micres.2020.126579] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/17/2020] [Revised: 08/06/2020] [Accepted: 08/10/2020] [Indexed: 12/19/2022]
Abstract
The genus Eucalyptus with over 747 species occurs in wide ecological range and is preferred for bioenergy plantations due to their short rotation, rapid growth and superior wood properties. They are planted in 22 million ha area and India is third largest planter of Eucalyptus. In the present study, the bacterial endophyte community in leaves of six Eucalyptus clones belonging to E. tereticornis and E. camaldulensis was assessed by sequencing the V3-V4 region of the bacterial 16S rRNA gene. The clones were selected based on their response to progressive water stress. A total of 4947 operational taxonomic units (OTUs) were obtained and the dominant phyla were Proteobacteria, Bacteroidetes and Firmicutes. Escherichia coli was enriched in all samples at species level. Comparison of endophyte diversity was conducted between the two species and across the water stress tolerant and susceptible clones. The alpha-diversity analysis revealed that species richness and diversity was high in E. camaldulensis and water stress susceptible clones. LefSe analysis predicted 69 and 54 significantly enriched taxonomic biomarkers between species and stress response groups respectively. A maximum of 49 taxonomic biomarkers were recorded in susceptible group and the significantly enriched species were Bacteroides thetaiotaomicron and Turicibacter sanguinis, while the tolerant group documented 5 biomarkers including oscillibacter sp. The presence of functional biomarkers was also assessed in both the groups. The findings of the present study provides an insight into the diversity of bacterial endophyte in Eucalyptus leaves and to our knowledge this is the first report on documenting the endophyte abundance in water stress responsive Eucalyptus clones.
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Affiliation(s)
| | - Sravanthi Burragoni
- Department of Biotechnology, Yeungnam University, Gyeongsan, Gyeongbuk, 38541, Republic of Korea
| | - Sivanantham Amrutha
- Institute of Forest Genetics and Tree Breeding, R.S. Puram, Coimbatore, 641002, India
| | - Muthusamy Muthupandi
- Institute of Forest Genetics and Tree Breeding, R.S. Puram, Coimbatore, 641002, India
| | | | - Veerasamy Sivakumar
- Institute of Forest Genetics and Tree Breeding, R.S. Puram, Coimbatore, 641002, India
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Baker CA, De J, Schneider KR. Escherichia coli O157 survival in liquid culture and artificial soil microcosms with variable pH, humic acid and clay content. J Appl Microbiol 2020; 130:416-423. [PMID: 32633002 DOI: 10.1111/jam.14775] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/18/2020] [Revised: 06/14/2020] [Accepted: 06/27/2020] [Indexed: 11/29/2022]
Abstract
AIMS This research was performed to investigate the influence of clay and humic acid on Escherichia coli O157 survival in model soils. Additionally, the influence of pH and humic acid on E. coli O157 in liquid culture was investigated. METHODS AND RESULTS Artificial soil microcosms were prepared with sand, kaolinite, bentonite and humic acid. Artificial soil microcosms pH was adjusted (6·0-7·0) with aluminium sulphate before E. coli O157 inoculation. After 56 days of incubation at 30°C, significant differences in E. coli O157 log CFU per gram were observed between 0 and 1000 ppm (P < 0·0001) and 0 and 5000 ppm (P < 0·0001) humic acid in 1·5% clay soils, but not in 7·5 or 15% clay soils. Significant differences (P < 0·05) in E. coli O157 log CFU per ml were observed in liquid culture influenced by humic acid concentrations after 8 h at 37°C. CONCLUSIONS The developed model soils support E. coli O157 populations over 28 days, and higher clay soils may aid in E. coli O157 survival. SIGNIFICANCE AND IMPACT OF THE STUDY These results provide insights into physicochemical properties of soil that may influence E. coli O157 in the environment and help explain E. coli O157 survival in various soils and geographical regions.
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Affiliation(s)
- C A Baker
- Food Science and Human Nutrition Department, University of Florida, Gainesville, FL, USA
| | - J De
- Food Science and Human Nutrition Department, University of Florida, Gainesville, FL, USA
| | - K R Schneider
- Food Science and Human Nutrition Department, University of Florida, Gainesville, FL, USA
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17
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Huang G, Liao J, Han Z, Li J, Zhu L, Lyu G, Lu L, Xie Y, Ma J. Interaction between Fungal Communities, Soil Properties, and the Survival of Invading E. coli O157:H7 in Soils. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2020; 17:ijerph17103516. [PMID: 32443436 PMCID: PMC7277763 DOI: 10.3390/ijerph17103516] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 04/12/2020] [Revised: 05/14/2020] [Accepted: 05/15/2020] [Indexed: 11/16/2022]
Abstract
Pathogens that invade into the soil cancontaminate food and water, andinfect animals and human beings. It is well documented that individual bacterial phyla are well correlated with the survival of E. coliO157 (EcO157), while the interaction betweenthe fungal communities and EcO157 survival remains largely unknown. In this study, soil samples from Tongliao, Siping, and Yanji in northeast China were collected and characterized. Total DNA was extracted for fungal and bacterial community characterization. EcO157 cells were spiked into the soils, and their survival behavior was investigated. Results showed that both fungal and bacterial communities were significantly correlated (p < 0.01) with the survival of EcO157 in soils, and the relative abundances of fungal groups (Dothideomycetes and Sordariomycetes) and some bacterial phyla (Acidobacteria, Firmicutes, gamma- and delta-Proteobacteria)weresignificantly correlated with ttds (p < 0.01). Soil pH, EC (electric conductance) salinity, and water-soluble nitrate nitrogen were significantly correlated with survival time (time to reach the detection limit, ttd) (p < 0.05). The structural equation model indicated that fungal communities could directly influence ttds, and soil properties could indirectly influence the ttds through fungal communities. The first log reduction time (δ) was mainly correlated with soil properties, while the shape parameter (p) was largely correlated with fungal communities. Our data indicated that both fungal and bacterial communities were closely correlated (p < 0.05)with the survival of EcO157 in soils, and different fungal and bacterial groups might play different roles. Fungal communities and bacterial communities explained 5.87% and 17.32% of the overall variation of survival parameters, respectively. Soil properties explained about one-third of the overall variation of survival parameters. These findings expand our current understanding of the environmental behavior of human pathogens in soils.
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Affiliation(s)
- Guannan Huang
- Key Laboratory of Ground Water Resource and Environment, Ministry of Education, Jilin University, Changchun 130021, China;
- Jilin Provincial Key Laboratory of Water Resources and Environment, Jilin University, Changchun 130021, China; (J.L.); (L.Z.); (G.L.); (L.L.); (Y.X.)
| | - Jiafen Liao
- Jilin Provincial Key Laboratory of Water Resources and Environment, Jilin University, Changchun 130021, China; (J.L.); (L.Z.); (G.L.); (L.L.); (Y.X.)
| | - Ziming Han
- State Key Laboratory of Environmental Aquatic Chemistry, Research Center for Eco-Environmental Sciences, Chinese Academy of Sciences, Beijing 100085, China; (Z.H.); (J.L.)
| | - Jiahang Li
- State Key Laboratory of Environmental Aquatic Chemistry, Research Center for Eco-Environmental Sciences, Chinese Academy of Sciences, Beijing 100085, China; (Z.H.); (J.L.)
| | - Liyue Zhu
- Jilin Provincial Key Laboratory of Water Resources and Environment, Jilin University, Changchun 130021, China; (J.L.); (L.Z.); (G.L.); (L.L.); (Y.X.)
| | - Guangze Lyu
- Jilin Provincial Key Laboratory of Water Resources and Environment, Jilin University, Changchun 130021, China; (J.L.); (L.Z.); (G.L.); (L.L.); (Y.X.)
| | - Lu Lu
- Jilin Provincial Key Laboratory of Water Resources and Environment, Jilin University, Changchun 130021, China; (J.L.); (L.Z.); (G.L.); (L.L.); (Y.X.)
| | - Yuang Xie
- Jilin Provincial Key Laboratory of Water Resources and Environment, Jilin University, Changchun 130021, China; (J.L.); (L.Z.); (G.L.); (L.L.); (Y.X.)
| | - Jincai Ma
- Key Laboratory of Ground Water Resource and Environment, Ministry of Education, Jilin University, Changchun 130021, China;
- Jilin Provincial Key Laboratory of Water Resources and Environment, Jilin University, Changchun 130021, China; (J.L.); (L.Z.); (G.L.); (L.L.); (Y.X.)
- Correspondence: ; Tel.: +86-431-85168429
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18
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Weller D, Brassill N, Rock C, Ivanek R, Mudrak E, Roof S, Ganda E, Wiedmann M. Complex Interactions Between Weather, and Microbial and Physicochemical Water Quality Impact the Likelihood of Detecting Foodborne Pathogens in Agricultural Water. Front Microbiol 2020; 11:134. [PMID: 32117154 PMCID: PMC7015975 DOI: 10.3389/fmicb.2020.00134] [Citation(s) in RCA: 37] [Impact Index Per Article: 9.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/21/2019] [Accepted: 01/21/2020] [Indexed: 11/13/2022] Open
Abstract
Agricultural water is an important source of foodborne pathogens on produce farms. Managing water-associated risks does not lend itself to one-size-fits-all approaches due to the heterogeneous nature of freshwater environments. To improve our ability to develop location-specific risk management practices, a study was conducted in two produce-growing regions to (i) characterize the relationship between Escherichia coli levels and pathogen presence in agricultural water, and (ii) identify environmental factors associated with pathogen detection. Three AZ and six NY waterways were sampled longitudinally using 10-L grab samples (GS) and 24-h Moore swabs (MS). Regression showed that the likelihood of Salmonella detection (Odds Ratio [OR] = 2.18), and eaeA-stx codetection (OR = 6.49) was significantly greater for MS compared to GS, while the likelihood of detecting L. monocytogenes was not. Regression also showed that eaeA-stx codetection in AZ (OR = 50.2) and NY (OR = 18.4), and Salmonella detection in AZ (OR = 4.4) were significantly associated with E. coli levels, while Salmonella detection in NY was not. Random forest analysis indicated that interactions between environmental factors (e.g., rainfall, temperature, turbidity) (i) were associated with likelihood of pathogen detection and (ii) mediated the relationship between E. coli levels and likelihood of pathogen detection. Our findings suggest that (i) environmental heterogeneity, including interactions between factors, affects microbial water quality, and (ii) E. coli levels alone may not be a suitable indicator of food safety risks. Instead, targeted methods that utilize environmental and microbial data (e.g., models that use turbidity and E. coli levels to predict when there is a high or low risk of surface water being contaminated by pathogens) are needed to assess and mitigate the food safety risks associated with preharvest water use. By identifying environmental factors associated with an increased likelihood of detecting pathogens in agricultural water, this study provides information that (i) can be used to assess when pathogen contamination of agricultural water is likely to occur, and (ii) facilitate development of targeted interventions for individual water sources, providing an alternative to existing one-size-fits-all approaches.
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Affiliation(s)
- Daniel Weller
- Department of Food Science and Technology, Cornell University, Ithaca, NY, United States
| | - Natalie Brassill
- Department of Soil, Water and Environmental Science, University of Arizona, Maricopa, AZ, United States
| | - Channah Rock
- Department of Soil, Water and Environmental Science, University of Arizona, Maricopa, AZ, United States
| | - Renata Ivanek
- Department of Population Medicine and Diagnostic Sciences, Cornell University, Ithaca, NY, United States
| | - Erika Mudrak
- Cornell Statistical Consulting Unit, Cornell University, Ithaca, NY, United States
| | - Sherry Roof
- Department of Food Science and Technology, Cornell University, Ithaca, NY, United States
| | - Erika Ganda
- Department of Food Science and Technology, Cornell University, Ithaca, NY, United States
| | - Martin Wiedmann
- Department of Food Science and Technology, Cornell University, Ithaca, NY, United States
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19
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Weller D, Belias A, Green H, Roof S, Wiedmann M. Landscape, Water Quality, and Weather Factors Associated With an Increased Likelihood of Foodborne Pathogen Contamination of New York Streams Used to Source Water for Produce Production. FRONTIERS IN SUSTAINABLE FOOD SYSTEMS 2020; 3:124. [PMID: 32440656 PMCID: PMC7241490 DOI: 10.3389/fsufs.2019.00124] [Citation(s) in RCA: 35] [Impact Index Per Article: 8.8] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2022] Open
Abstract
There is a need for science-based tools to (i) help manage microbial produce safety hazards associated with preharvest surface water use, and (ii) facilitate comanagement of agroecosystems for competing stakeholder aims. To develop these tools an improved understanding of foodborne pathogen ecology in freshwater systems is needed. The purpose of this study was to identify (i) sources of potential food safety hazards, and (ii) combinations of factors associated with an increased likelihood of pathogen contamination of agricultural water Sixty-eight streams were sampled between April and October 2018 (196 samples). At each sampling event separate 10-L grab samples (GS) were collected and tested for Listeria, Salmonella, and the stx and eaeA genes. A 1-L GS was also collected and used for Escherichia coli enumeration and detection of four host-associated fecal source-tracking markers (FST). Regression analysis was used to identify individual factors that were significantly associated with pathogen detection. We found that eaeA-stx codetection [Odds Ratio (OR) = 4.2; 95% Confidence Interval (CI) = 1.3, 13.4] and Salmonella isolation (OR = 1.8; CI = 0.9, 3.5) were strongly associated with detection of ruminant and human FST markers, respectively, while Listeria spp. (excluding Listeria monocytogenes) was negatively associated with log10 E. coli levels (OR = 0.50; CI = 0.26, 0.96). L. monocytogenes isolation was not associated with the detection of any fecal indicators. This observation supports the current understanding that, unlike enteric pathogens, Listeria is not fecally-associated and instead originates from other environmental sources. Separately, conditional inference trees were used to identify scenarios associated with an elevated or reduced risk of pathogen contamination. Interestingly, while the likelihood of isolating L. monocytogenes appears to be driven by complex interactions between environmental factors, the likelihood of Salmonella isolation and eaeA-stx codetection were driven by physicochemical water quality (e.g., dissolved oxygen) and temperature, respectively. Overall, these models identify environmental conditions associated with an enhanced risk of pathogen presence in agricultural water (e.g., rain events were associated with L. monocytogenes isolation from samples collected downstream of dairy farms; P = 0.002). The information presented here will enable growers to comanage their operations to mitigate the produce safety risks associated with preharvest surface water use.
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Affiliation(s)
- Daniel Weller
- Department of Food Science, Cornell University, Ithaca, NY, United States
- Department of Biostatistics and Computational Biology, University of Rochester, Rochester, NY, United States
| | - Alexandra Belias
- Department of Food Science, Cornell University, Ithaca, NY, United States
| | - Hyatt Green
- Department of Environmental and Forest Biology, SUNY College of Environmental Science and Forestry, Syracuse, NY, United States
| | - Sherry Roof
- Department of Food Science, Cornell University, Ithaca, NY, United States
| | - Martin Wiedmann
- Department of Food Science, Cornell University, Ithaca, NY, United States
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20
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Iqbal KM, Bertino MF, Shah MR, Ehrhardt CJ, Yadavalli VK. Nanoscale Phenotypic Textures of Yersinia pestis Across Environmentally-Relevant Matrices. Microorganisms 2020; 8:microorganisms8020160. [PMID: 31979277 PMCID: PMC7074701 DOI: 10.3390/microorganisms8020160] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/20/2019] [Revised: 01/20/2020] [Accepted: 01/21/2020] [Indexed: 11/16/2022] Open
Abstract
The persistence of bacterial pathogens within environmental matrices plays an important role in the epidemiology of diseases, as well as impacts biosurveillance strategies. However, the adaptation potentials, mechanisms for survival, and ecological interactions of pathogenic bacteria such as Yersinia pestis are largely uncharacterized owing to the difficulty of profiling their phenotypic signatures. In this report, we describe studies on Y. pestis organisms cultured within soil matrices, which are among the most important reservoirs for their propagation. Morphological (nanoscale) and phenotypic analysis are presented at the single cell level conducted using Atomic Force Microscopy (AFM), coupled with biochemical profiles of bulk populations using Fatty Acid Methyl Ester Profiling (FAME). These studies are facilitated by a novel, customizable, 3D printed diffusion chamber that allows for control of the external environment and easy harvesting of cells. The results show that incubation within soil matrices lead to reduction of cell size and an increase in surface hydrophobicity. FAME profiles indicate shifts in unsaturated fatty acid compositions, while other fatty acid components of the phospholipid membrane or surface lipids remained consistent across culturing conditions, suggesting that phenotypic shifts may be driven by non-lipid components of Y. pestis.
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Affiliation(s)
- Kanwal M. Iqbal
- H.E.J. Research Institute, University of Karachi, Pakistan 75270; (K.M.I.); (M.R.S.)
| | - Massimo F. Bertino
- Department of Physics, Virginia Commonwealth University, Richmond, VA 23284, USA;
| | - Muhammed R. Shah
- H.E.J. Research Institute, University of Karachi, Pakistan 75270; (K.M.I.); (M.R.S.)
| | | | - Vamsi K. Yadavalli
- Department of Chemical and Life Science Engineering, Virginia Commonwealth University, Richmond, VA 23284, USA
- Correspondence: ; Tel.: +1-804-828-0587
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21
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Survival of Escherichia coli in Manure-Amended Soils Is Affected by Spatiotemporal, Agricultural, and Weather Factors in the Mid-Atlantic United States. Appl Environ Microbiol 2019; 85:AEM.02392-18. [PMID: 30552193 DOI: 10.1128/aem.02392-18] [Citation(s) in RCA: 23] [Impact Index Per Article: 4.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/28/2018] [Accepted: 12/10/2018] [Indexed: 11/20/2022] Open
Abstract
Untreated biological soil amendments of animal origin (BSAAO), such as manure, are commonly used to fertilize soils for growing fruit and vegetable crops and can contain enteric bacterial foodborne pathogens. Little is known about the comparative longitudinal survival of pathogens in agricultural fields containing different types of BSAAO, and field data may be useful to determine intervals between manure application and harvest of produce intended for human consumption to minimize foodborne illness. This study generated 324 survival profiles from 12 different field trials at three different sites (UMES, PA, and BARC) in the Mid-Atlantic United States from 2011 to 2015 of inoculated nonpathogenic Escherichia coli (gEc) and attenuated O157 E. coli (attO157) in soils which were unamended (UN) or amended with untreated poultry litter (PL), horse manure (HM), or dairy manure solids (DMS) or liquids (DML). Site, season, inoculum level (low/high), amendment type, management (organic/conventional), and depth (surface/tilled) all significantly (P < 0.0001) influenced survival duration (dpi100mort). Spatiotemporal factors (site, year, and season) in which the field trial was conducted influenced survival durations of gEc and attO157 to a greater extent than weather effects (average daily temperature and rainfall). Initial soil moisture content was the individual factor that accounted for the greatest percentage of variability in survival duration. PL supported greater survival durations of gEc and attO157, followed by HM, UN, and DMS in amended soils. The majority of survival profiles for gEc and attO157 which survived for more than 90 days came from a specific year (i.e., 2013). The effect of management and depth on dpi100mort were dependent on the amendment type evaluated.IMPORTANCE Current language in the Food Safety Modernization Act Produce Safety Rule states no objection to a 90- or 120-day interval between application of untreated BSAAO and harvest of crops to minimize transfer of pathogens to produce intended for human consumption with the intent to limit potential cases of foodborne illness. This regional multiple season, multiple location field trial determined survival durations of Escherichia coli in soils amended with manure to determine whether this interval is appropriate. Spatiotemporal factors influence survival durations of E. coli more than amendment type, total amount of E. coli present, organic or conventional soil management, and depth of manure application. Overall, these data show poultry litter may support extended survival of E. coli compared to horse manure or dairy manure, but spatiotemporal factors like site and season may have more influence than manure type in supporting survival of E. coli beyond 90 days in amended soils in the Mid-Atlantic United States.
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González-López C, Martínez-Peniche RA, Iturriaga MH, Arvizu-Medrano SM. Attachment and colonization of Salmonella on 'Rayada', 'Golden Delicious', and 'Red Delicious' apples. JOURNAL OF THE SCIENCE OF FOOD AND AGRICULTURE 2019; 99:1166-1171. [PMID: 30047153 DOI: 10.1002/jsfa.9284] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/05/2018] [Revised: 07/20/2018] [Accepted: 07/21/2018] [Indexed: 06/08/2023]
Abstract
BACKGROUND Fruits and vegetables have been associated with outbreaks of disease in different countries. The apple (Malus domestica Borkh) and its products have been reported as vehicles for illness outbreaks. To create strategies to prevent pathogen survival it is necessary to understand how pathogens persist on fruit. This paper assessed the ability of Salmonella to attach to, and to colonize, the surface of three apple cultivars: 'Rayada', 'Golden Delicious' and 'Red Delicious'. RESULTS Salmonella was able to colonize and generate biofilms on the surface of apples with a soil suspension as the only source of nutrients. Significant differences in Salmonella attachment were seen among the three cultivars of apple studied. Using SEM, attached cells and the formation of exopolysaccharides and biofilms on the three apple cultivars were demonstrated. In all cultivars, the development of Salmonella was only seen in apples stored at 15 and 22 °C, with average increases in the population of 1.4 and 2.3 Log CFU/apple, respectively. At 5 °C, Salmonella growth was inhibited. CONCLUSION Salmonella can colonize apple surfaces under environmental conditions (relative humidity, temperature and nutrients) occurring in primary apple production. © 2018 Society of Chemical Industry.
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Affiliation(s)
- Carmen González-López
- Departamento de Investigación y Posgrado en Alimentos, Facultad de Química, Universidad Autónoma de Querétaro, Querétaro, Mexico
| | - Ramón A Martínez-Peniche
- Departamento de Investigación y Posgrado en Alimentos, Facultad de Química, Universidad Autónoma de Querétaro, Querétaro, Mexico
| | - Montserrat H Iturriaga
- Departamento de Investigación y Posgrado en Alimentos, Facultad de Química, Universidad Autónoma de Querétaro, Querétaro, Mexico
| | - Sofía M Arvizu-Medrano
- Departamento de Investigación y Posgrado en Alimentos, Facultad de Química, Universidad Autónoma de Querétaro, Querétaro, Mexico
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