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Rana YS, Chen L, Jiao Y, Johnson LM, Snyder AB. A meta-analysis of microbial thermal inactivation in low moisture foods. Food Microbiol 2024; 121:104515. [PMID: 38637077 DOI: 10.1016/j.fm.2024.104515] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/31/2023] [Revised: 02/27/2024] [Accepted: 03/04/2024] [Indexed: 04/20/2024]
Abstract
Microbial thermal inactivation in low moisture foods is challenging due to enhanced thermal resistance of microbes and low thermal conductivity of food matrices. In this study, we leveraged the body of previous work on this topic to model key experimental features that determine microbial thermal inactivation in low moisture foods. We identified 27 studies which contained 782 mean D-values and developed linear mixed-effect models to assess the effect of microorganism type, matrix structure and composition, water activity, temperature, and inoculation and recovery methods on cell death kinetics. Intraclass correlation statistics (I2) and conditional R2 values of the linear mixed effects models were: E. coli (R2-0.91, I2-83%), fungi (R2-0.88, I2-85%), L. monocytogenes (R2-0.84, I2-75%), Salmonella (R2-0.69, I2-46%). Finally, global response surface models (RSM) were developed to further study the non-linear effect of aw and temperature on inactivation. The fit of these models varied by organisms from R2 0.88 (E. coli) to 0.35 (fungi). Further dividing the Salmonella data into individual RSM models based on matrix structure improved model fit to R2 0.90 (paste-like products) and 0.48 (powder-like products). This indicates a negative relationship between data diversity and model performance.
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Affiliation(s)
| | - Long Chen
- Department of Food Science, Cornell University, Ithaca, NY, 14853, USA; College of Mechanical and Electronic Engineering, Northwest A & F University, Yangling, Shaanxi, 712100, China
| | - Yang Jiao
- Department of Food Science, Cornell University, Ithaca, NY, 14853, USA; College of Food Science and Technology, Shanghai Ocean University, Shanghai, 201306, China
| | - Lynn M Johnson
- Cornell Statistical Consulting Unit, Cornell University, Ithaca, NY, 14853, USA
| | - Abigail B Snyder
- Department of Food Science, Cornell University, Ithaca, NY, 14853, USA.
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Chen L, Rana YS, Heldman DR, Snyder AB. Environment, food residue, and dry cleaning tool all influence the removal of food powders and allergenic residues from stainless steel surfaces. INNOV FOOD SCI EMERG 2022. [DOI: 10.1016/j.ifset.2021.102877] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/30/2022]
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Roth K, Rana YS, Daeschel D, Kovac J, Worobo R, Snyder AB. Alicyclobacillus mali sp. nov., Alicyclobacillus suci sp. nov. and Alicyclobacillus fructus sp. nov., thermoacidophilic sporeforming bacteria isolated from fruit beverages. Int J Syst Evol Microbiol 2021; 71. [PMID: 34550062 DOI: 10.1099/ijsem.0.005016] [Citation(s) in RCA: 14] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022] Open
Abstract
Six thermo-acidophilic, spore-forming strains were isolated from a variety of juice products and were characterized genetically and phenotypically. According to 16S rRNA and rpoB gene phylogenetic analyses and average nucleotide identity comparisons against the species demarcation cutoff at <95 %, these six strains were determined to represent three novel species of Alicyclobacillus. The isolates were designated FSL-W10-0018T, FSL-W10-0037, FSL-W10-0048, VF-FSL-W10-0049T, FSL-W10-0057 and FSL-W10-0059T. All six isolates were Gram-positive, motile, rod shaped, contained menaquinone 7 as the major respiratory quinone and had ω-cyclohexane C17 : 0 as a major fatty acid. They were all able to grow aerobically in a range of acidic and moderate thermal conditions. Only isolates FSL-W10-0048 and VF-FSL-W10-0049T were able to produce guaiacol. The following names are proposed for the three new species: Alicyclobacillus mali sp. nov. (type strain FSL-W10-0018T =DSM 112016T=NCIMB 15266T); Alicyclobacillus suci sp. nov (VF-FSL-W10-0049T=DSM 112017T=NCIMB 15265T); and Alicyclobacillus fructus sp. nov. (FSL-W10-0059T=DSM 112018T=NCIMB 15264T).
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Affiliation(s)
- Katerina Roth
- Department of Food Science, Cornell University, Ithaca, NY 14853, USA
| | | | - Devin Daeschel
- Department of Food Science, Cornell University, Ithaca, NY 14853, USA
| | - Jasna Kovac
- Department of Food Science, The Pennsylvania State University, University Park, PA 16802, USA
| | - Randy Worobo
- Department of Food Science, Cornell University, Ithaca, NY 14853, USA
| | - Abigail B Snyder
- Department of Food Science, Cornell University, Ithaca, NY 14853, USA
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Stewart DS, Rana YS, Deng K, Vijayakumar G, Yin L, Salazar JK, Tortorello ML. Effect of Time, Temperature, and Transport Media on the Recovery of Listeria monocytogenes from Environmental Swabs. J Food Prot 2021; 84:811-819. [PMID: 33290508 DOI: 10.4315/jfp-20-334] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/17/2020] [Accepted: 12/06/2020] [Indexed: 11/11/2022]
Abstract
ABSTRACT Environmental monitoring for Listeria monocytogenes in food processing environments is key for ensuring the safety of ready-to-eat foods. For sampling, swabs are often hydrated with a wetting or transport medium that may contain neutralizers and other ingredients. After swabbing the environment, the swabs may then be transported or shipped cold to an off-site laboratory for testing, ideally within 48 h. Extended shipping times may subject the pathogen to increased temperatures in the presence of the wetting medium, organics, and other chemicals from the processing facility that could confound detection. This study evaluated growth and detection of L. monocytogenes on stainless steel exposed to either buffer or sodium hypochlorite before drying. Swabs were rehydrated with Butterfield's phosphate buffer, neutralizing buffer, Letheen broth, or Dey-Engley neutralizing broth before swabbing. Swabs were stored in the presence of no added food, cheese whey, or ice cream under both optimal (4°C) and suboptimal (15°C) temperatures for up to 72 h. Overall, there was no growth of L. monocytogenes at 4°C through 72 h of storage, although enrichment from these swabs was dependent on the presence and type of food matrix. Pathogen growth during storage at 15°C was more variable and depended on both the food matrix and transport media used, with Dey-Engley and Letheen broths allowing for the highest population increases. Overall, more enrichments resulting in L. monocytogenes detections were observed when using Letheen broth and neutralizing buffer than Dey-Engley broth, which resulted in fewer detections at 15°C. Logistic regression and Cochran-Mantel-Haenszel analyses determined that storage temperature, transport media, and food matrix all significantly affected detection of L. monocytogenes, whereas storage time did not have a clear effect on recovery from swabs. HIGHLIGHTS
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Affiliation(s)
- Diana S Stewart
- Division of Food Processing Science and Technology, U.S. Food and Drug Administration, 6502 South Archer Road, Bedford Park, Illinois 60501.,(ORCID: https://orcid.org/0000-0002-3792-1845 [D.S.S.])
| | - Yadwinder Singh Rana
- Institute for Food Safety and Health, Illinois Institute of Technology, Bedford Park, Illinois 60501
| | - Kaiping Deng
- Institute for Food Safety and Health, Illinois Institute of Technology, Bedford Park, Illinois 60501
| | - Geethaanjali Vijayakumar
- Institute for Food Safety and Health, Illinois Institute of Technology, Bedford Park, Illinois 60501
| | - Lanlan Yin
- Bioinformatics and Biostatistics Staff, U.S. Food and Drug Administration, College Park, Maryland 20742, USA
| | - Joelle K Salazar
- Division of Food Processing Science and Technology, U.S. Food and Drug Administration, 6502 South Archer Road, Bedford Park, Illinois 60501
| | - Mary Lou Tortorello
- Division of Food Processing Science and Technology, U.S. Food and Drug Administration, 6502 South Archer Road, Bedford Park, Illinois 60501
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Sharma VK, Pant HJ, Goswami S, Jagadeesan KC, Anand S, Chitra S, Rana YS, Sharma A, Singh T, Gujar HG, Dash A. Production of gaseous radiotracers for industrial applications. Appl Radiat Isot 2016; 116:110-9. [PMID: 27518216 DOI: 10.1016/j.apradiso.2016.07.011] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/01/2016] [Accepted: 07/12/2016] [Indexed: 11/30/2022]
Abstract
This paper describes prerequisite tests, analysis and the procedure for irradiation of gaseous targets and production of gaseous radioisotopes i.e. argon-41 ((41)Ar) and krypton-79 ((79)Kr) in a 100MWTh DHRUVA reactor located at Bhabha Atomic Research Center (BARC), Trombay, Mumbai, India. The produced radioisotopes will be used as radiotracers for tracing gas phase in industrial process systems. Various details and prequalification tests required for irradiation of gaseous targets are discussed. The procedure for regular production of (41)Ar and (79)Kr, and assay of their activity were standardized. Theoretically estimated and experimentally produced amounts of activities of the two radioisotopes, irradiated at identical conditions, were compared and found to be in good agreement. Based on the various tests, radiological safety analysis and standardization of the irradiation procedure, necessary approval was obtained from the competent reactor operating and safety authorities for regular production of gaseous radiotracers in DHRUVA reactor.
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Affiliation(s)
- V K Sharma
- Isotope Production and Applications Division, Bhabha Atomic Research Centre, Mumbai, 400085 India
| | - H J Pant
- Isotope Production and Applications Division, Bhabha Atomic Research Centre, Mumbai, 400085 India.
| | - Sunil Goswami
- Isotope Production and Applications Division, Bhabha Atomic Research Centre, Mumbai, 400085 India
| | - K C Jagadeesan
- Isotope Production and Applications Division, Bhabha Atomic Research Centre, Mumbai, 400085 India
| | - S Anand
- Health Physcis Division, Bhabha Atomic Research Centre, Mumbai, 400085 India
| | - S Chitra
- Health Physcis Division, Bhabha Atomic Research Centre, Mumbai, 400085 India
| | - Y S Rana
- Health Physcis Division, Bhabha Atomic Research Centre, Mumbai, 400085 India
| | - Archana Sharma
- Research Reactor Services Division, Bhabha Atomic Research Centre, Mumbai, 400085 India
| | - Tej Singh
- Research Reactor Services Division, Bhabha Atomic Research Centre, Mumbai, 400085 India
| | - H G Gujar
- Research Reactor Services Division, Bhabha Atomic Research Centre, Mumbai, 400085 India
| | - Ashutosh Dash
- Isotope Production and Applications Division, Bhabha Atomic Research Centre, Mumbai, 400085 India
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