Progress 08/01/24 to 07/31/25
Outputs Target Audience:The topical nature of this project ("Filling USDA-FSIS Food Safety `Knowledge Gaps`: The Safety of Ambient Temperature Air-Dried Beef:Droewors")covers a variety of audiences that includes food manufacturers, food consumers, students, food industry workers, professionals, scientific academicians, the general public, and USDA-FSIS regulatory personnel.This project involves research into the safety of 'air dried beef' (biltong, droewors). These are South African dried beef products that are gaining interest in the USA. In order to manufacture these products in the US, the USDA-FSIS regulatory agency requires that they follow manufacturing standards of US dried beef products, such as beef jerky. An obstacle to manufacturing and selling biltong and droewors in the US was that companies must achieve USDAFSIS process validation established for traditional dried beef (i.e., beef jerky) and USDA-FSIS has identified these South African air-dried beef products as a 'knowledge gap' area that needs to be validated for safety because the manufacturing process differs significantly from traditional US beef jerky styled dried beef.For instance, beef jerky is subject to a high heat lethality cook step (>185oF) with 90% humidity (steam) whereby biltong/droewors is simply dried at 75oF for 6-10 days. Therefore, USDA-FSIS required that air-dried beef processors provide either microbial validation studies or peer-reviewed scientific literature that this type of product is safe. The most relevant target audience would be potential beef processors who would manufacture and sell droewors/biltong in the US. This project targets a variety of audiences that includes meat processors, consumers, students, food industry workers, professionals, scientific academicians, and the general public. Scientific presentations and journal articles target scientific and academic professionals, food industry management, and the general public. The availability of alternate methods of ensuring the safety of air dried beef should be well received by the meat processing industry, potential consumers, USDA-FSIS, and the scientific community. The groups thatwould be most impacted by the data generated here would beUSDA-FSIS and manufacturers of air-dried beef. USDA-FSISregulatory oversight and policy on this new/emerging food product in the US is largely dependent on peer-reviewed research literature demonstrating its safety andUSDA-FSIS regulatory personnelwould be most interested in our data. Changes/Problems:
Nothing Reported
What opportunities for training and professional development has the project provided?Graduate and undergraduate students who work on this project are located inn the Robert M. Kerr Food & Agricultural Products Center. Aside from their involvement in this research, they have an opportunity to assist food processing companies through multiple projects that matriculate through our labs, or through the Center, in order to carry out our mission to help Oklahoma and national based companies with issues/problems they have regarding further processed foods. The PI's Food Microbiology labs are structured that graduate students not only work on their specific research projects, but also provide company assistance by contributing effort on industry projects to help solve food microbiology related problems that local companies may be experiencing. This provides a great opportunity for undergraduate and graduate students to enhance their problem-solving abilities with actual problems incurred by the food industry. Because of this, >90% of our MS/PhDdegree graduates are well sought and find placement in the food industry; several of our Ph.D. students have found academic faculty positions as well. I would say that our work provides good training and excellent opportunities for those students who spend the time to learn additional skills while earning their degree. In several recent years we had 3 undergraduates from our labs worked on research that helped them land positions towards a veterinary medicine degree. Our center also puts on many food safety workshops each year (HACCP, Food Defense, Preventive Controls for Human Foods, SQF, FSMACompliance) for industry, and both graduate and undergraduate students are encouraged to take these workshops to enhance their knowledge and capabilities. Students taking these courses/workshops get accreditied by the appropriate organizations and they are well sought after by industry who would otherwise have to pay to send employees for these trainings. We also provide certificates for students (or industry workers) that have taken sufficient course-load of workshops that they are awarded the "FAPC Certificate of Training as a Food Safety Professional". The certificate helps identify those employees who have achieved sufficient training that they should be considered strategic assets within their organization. Likewise, students who attain the certificate during their undergraduate/graduate degrees would be considered as valuable job candidates by food companies that don't have to 'retrain' them once they are hired. The industry has responded well to our certificate program and we have now 'graduated' approximately 30people (total) that have achieved these certificates of training. How have the results been disseminated to communities of interest?The results of our research work are disseminated via peer-reviewed research publications (several publications have been submitted and awaiting publication), departmental/university magazines, the R.M. Kerr Food & Ag Product Center (FAPC) web site. Also, information is disseminated through seminars or presentations: we had a poster presentation at the FAPC Food Science Research Symposium (April, 2025), the Animal & Food Sciences Research Day (May, 2025),and a poster presentation at the International Association of Food Protection in Cleveland, OH (July, 2025). We have an in-house communication specialist who helps us put out short bulletins/articles (FAPZ.biz website, Food Safety blog articles, and FAPC podcasts) and other extension related publications. What do you plan to do during the next reporting period to accomplish the goals?Next Reporting Period: 1. Sensory panel with droewors made with, and without, Flavoset 5400L (Kerry Foods).We plan to run sensory panels (30+ people) to quantify sensory evaluation of product with and without Flavoset 5400L. 2. Microbiome analysis of droewors madewith, and without, Flavoset 5400L (Kerry Foods).This is to examine the difference in microbiome population when Flavoset 5400L is added to the marinade formulation of droewors air-dried beef. 3. Examine the ability of 'cranberry juice' to inhibit mold formation in air-dried beef (biltong or droewors).The absence of a high-heat step in the manufacture of biltong / droewors (i.e., only dried at 75oF) allows the survival or mold and their spores that could icause problems when these products are left at room temperature. 4. Possible evaluation of other inhibitors or antimicrobials that could substitute for Flavoset 5400L to provide 5-log reduction of foodborne pathogens.
Impacts What was accomplished under these goals?
1. Evaluationof Acid-Adapted Challenge Cultures for Air-Dried Beef.In prior process 'validation' studies, we relied on discussions withUSDA-FSIS on our protocols in regards to what they required for proper validation of these new food processes. One requirement was the use of 'acid-adapted' challenge cultures what would be used to artificially inoculate beef to demonstrate process effectiveness (i.e., growing up Salmonella cultures with 1% glucose whereby they would ferment the glucose, lower the pH, and be adapted to low pH/acid). The intention of USDA-FSIS was that the acid tolerance produced by acid-adaptation would prevent the challenge inoculum from being overly sensitive to a process that involves acidic treatments (i.e., biltong and droewors both include vinegar in the marinade). We felt that before embarking on Droewors grant project, we need to verify the validity of 'acid-adapted' cultures as challenge culture pre-treatments. We evaluated acid adaptation in regard to the processing of South African style air-dried beef notably, biltong and droëwors, using a Salmonella serovar (Salmonella Typhimurium serovar I, 4,[5],12:i:-) provided by USDA-FSIS that was isolated from dried beef as well as a mixture of five serovars of Salmonella (S.Thompson 120 (chicken isolate), S.Heidelberg F5038BG1 (ham isolate), S.Hadar MF60404 (turkey isolate), S.Enteritidis H3527 (phage type 13a, clinical isolate), and S.Typhimurium H3380 (DT104 clinical isolate). Acid adaptation was obtained by growing cultures in tryptic soy (TS) broth containing 1% glucose. Non-adapted cultures were obtained by growth in TS broth without glucose or, in TS broth with 1% glucose but buffered with 0.2M phosphate buffer. Processes included biltong (dried solid beef) and droëwors (ground, sausage-style). Each trial was performed twice and triplicate samples were examined at each sampling point (i.e., n = 6). Statistical analysis was applied using analysis of variance (ANOVA) or one-way repeated measures (RM-ANOVA) and the Holm-Sidak test for pairwise multiple comparisons to determine significant differences (p < 0.05). We observed that in all processes examined, treatments using acid-adapted cultures were more sensitive to the biltong and droëwors processes, giving greater reductions than when non-adapted cultures were used. We conclude that acid-adaptation leads to stressed conditions in Salmonella resulting in sensitization to the multiple hurdles found in biltong/droëwors processing (acid/vinegar, salt, desiccation) and the use of non-adapted cultures could actually lead to more robust bacterial conditions required to achieve targeted process effectiveness than if sensitive acid-adapted cultures would be used. Unfortunately, the use of non-acid-adapted challenge cultures did not achieve the 5-log targeted reduction expected for either droewors or biltong and therefore additional treatment ammendments would be required to achieve this level or microbial reduction. 2. Achieving 5-log reduction ofSalmonella, Listeria monocytogenes,andE. coliO157:H7 in droewors using pyrolized plant-based extracts.Since we demonstrated that using acid-adapted cultures results in over-sensitization ofSalmonellato processing conditions found in biltong and droewors, we decided to use non-adapted challenge cultures for these studies. However, we were not able to achieve the 5-log reduction that was required if using one alternative process allowed by USDA-FSIS that is preferred by processors (if one can achieve it). We examined several possible additives to the droewors marinade including dried vinegar powder and pyrolized plant extracts. Pyrolized plant extracts worked well inprior work inhibitingListeria monocytogeneson retail frankfurters to baseline levels (0.5-log cfu/ml) for10weeks while controls shot up above 3-log cfu/ml in 1 week, to 6-log cfu/ml in 4 weeks, and 8.0-log cfu/ml in 5 weeks. WhenFlavoset 5400L (Kerry Foods) was applied at 0.75% application rate in droewors marinade, we achieve >5-log reduction ofSalmonella,Listeria monocytogenes, and E. coliO157:H7in 2-10 days of drying droewors (75oF, 55% RH) while trials without Flavoset 5400L did not achieve 5-log reduction in even 10 days. Anecdotal reference to processors who we've shared this information with indicated they found no taste/sensory differences between product with, or without, Flavoset 5400L (thereby addition of it to achieve >5-log reduction does not change product sensory attributes (we plan to follow up with quantifiedsensory taste-panels). 3. Evaluation of non-pathogenicCarnobacterium spp. as surrogate challenge cultures in place of Salmonellathat could be suitable for in-plant validation trials.This study was designed to validate the use of Carnobacterium spp. as surrogates for Salmonella Typhimurium DT104 in a traditional South African droëwors drying process and to compare their suitability in predicting pathogen reduction. Droëwors formulations were prepared using a traditional recipe, with selected batches treated with commercial antimicrobials liquid smoke (Flavoset 5400L) and buffered vinegar (IsoAge 325L) to enhance pathogen inactivation. Both microorganisms were inoculated into separate batches, and samples were analyzed over a 12-day drying period for microbial counts and water activity (Aw). Results demonstrated that in the antimicrobial-treated droëwors, Salmonella counts decreased by over 6-log CFU, reaching levels that meet USDA-FSIS safety requirements, while control samples showed approximately 3.5-log reduction. In contrast, Carnobacterium spp. exhibited a more gradual decline, with reductions of only 2-3 log CFU throughout the drying process. The consistent water activity profile across treatments indicated that differences in microbial reductions were attributable primarily to the antimicrobial hurdles rather than to moisture content. These findings suggest that although Carnobacterium spp. could serve as a very conservative surrogate, their higher resistance compared to Salmonella may affect their predictive suitability in validating droëwors processing.
Publications
- Type:
Other
Status:
Published
Year Published:
2025
Citation:
Adhikari, P.; Karolenko, C.; Wilkinson, J.; Muriana, P. M. Acid-Adaptation Leads to Sensitization of Salmonella Challenge Cultures During Processing of Air-Dried Beef (Biltong, Dro�wors). Preprints 2025, 2025090539.
- Type:
Other
Status:
Published
Year Published:
2025
Citation:
Silensky, H.; Gavai, K.; Teng, X. M.; Pfeiffer, M.; Jadeja, R. Ambient Temperature Dried Meat Products with a Focus on Biltong and Dro�wors: Market Trends, Food Safety Challenges, and Regulatory Compliance. Preprints 2025, 2025051294.
- Type:
Conference Papers and Presentations
Status:
Published
Year Published:
2025
Citation:
P. Adhikari and P.M. Muriana. 2025. Comparison of acid-adapted and non-adapted Salmonella in air-dried beef: Implications for pathogen reduction and validation of Dro�wors process. AFS Research Day, May 30, 2025, Oklahoma State University.
- Type:
Conference Papers and Presentations
Status:
Published
Year Published:
2025
Citation:
Pratikchhya Adhikari*, P. Muriana. Air-Dried Beef (Biltong, Dro�wors): Acid-Adaptation of Challenge Cultures and Process Validation to Achieve 5-log Reduction of Salmonella, Listeria monocytogenes, and E. coli O157:H7. FAPC Research Symposium, Oklahoma State University, Stillwater, OK (March 27, 2025).
- Type:
Conference Papers and Presentations
Status:
Published
Year Published:
2025
Citation:
Pratikchhya Adhikari*, P. Muriana. "Comparison of Acid-Adapted and Non-Adapted Salmonella Serovars in Process Validation to Achieve 5-log Reduction". Annual Meeting of International Association of Food Protection, Cleveland, OH (July 27-30, 2025).
- Type:
Conference Papers and Presentations
Status:
Published
Year Published:
2025
Citation:
Sara Paola Romero-Isaza1, H. Silinsky1, X. M. Teng, K. Gavai1, E.
Valentine and R. Jadeja. Enhancing the Microbial Safety of DRO�WORS Using Emerging Antimicrobials. AFS Research Day, May 30, 2025, Oklahoma State University.
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Progress 08/01/23 to 07/31/24
Outputs Target Audience:Project Title: Filling USDA-FSIS Food Safety `Knowledge Gaps`: The Safety of Ambient Temperature Air-Dried Beef (Droewors) Target Audience: This projectinvolves research into the safety of 'air-dried beef' (biltong, droewors). These are South African dried beef products that are gaining interest in the USA. In order to manufacture these products in the US, the USDA-FSIS regulatory agency requires that they follow manufacturing standards of US dried beef products, such as beef jerky.An obstacle to manufacturing and selling biltong and droewors in the US was that companies must achieve USDA-FSIS process validation established for traditional dried beef (i.e., beef jerky) and USDA-FSIS has identified these South African air-dried beefproductsas a 'knowledge gap' area that needs to be validated for safety. For instance, beef jerky is subject to a high heat lethality cook step (>185oF) with 90% humidity (steam) whereby biltong/droewors is simply dried at 75oF for 6-10 days. Therefore, USDA-FSIS required that air-dried beef processorsprovide either microbial validation studies or peer-reviewed scientific literature. The most relevant target audience would be potential beef processors who would manufacture and sell droewors/biltong in the US.This project targets a variety of audiences that include meat processors, consumers, students, food industry workers, professionals, scientific academicians, and the general public. Scientific presentations and journalarticles target scientific and academic professionals, food industry management, and the general public. The availability of alternate methods of ensuring the safety of air-dried beef should be well received by the meat processing industry, potential consumers, USDA-FSIS, and the scientific community. Changes/Problems:Changes: Based on our examination of 'acid-adapted' vs 'non-acid-adapted' cultures, we will use non-acid-adapted cultures as we believe the acid-adapted growth leads to stress in the cultures destined to be used as challenge organisms on droewors air-dried beef. What opportunities for training and professional development has the project provided?Graduate and undergraduate students who work on this project are located in the Robert M. Kerr Food & Agricultural Products Center. Aside from their involvement in this research, they have an opportunity to assist food processing companies through multiple projects that matriculate through ourlabs, or through the Center, to carry out our mission to help Oklahoma and national based companies with issues/problems they have regarding further processed foods. The PI's Food Microbiology labs arestructured so that graduate students not only work on their specific research projects but also provide company assistance by contributing efforts on industry projects to help solve food microbiology-related problems that localcompanies may be experiencing. This provides a great opportunity for undergraduate and graduate students to enhance theirproblem-solving abilities with actual problems incurred by the food industry. Because of this, >90% of ourMS/PhD-degreegraduates are well sought after and find placement in the food industry; several of ourPh.D. students have found academic faculty positions as well. I would say that our work provides good training and excellent opportunities for those students who spend the time to learn additional skills while earning their degree. In several recent years, wehad 3 undergraduates from ourlabs work on research that helped them land positions toward aveterinary medicine degree. Our center also puts on many food safety workshops each year (HACCP, Food Defense, Preventive Controls for Human Foods, SQF, FSMA Compliance) for industry, and both graduate and undergraduate students are encouraged to take these workshops to enhance their knowledge and capabilities. Students taking thesecourses/workshops get accredited by the appropriate organizations and they are well sought after by industry who would otherwise have to pay to send employees for these trainings. We also provide certificates for students (or industry workers) who have taken a sufficient course load of workshops that they are awardedthe "FAPC Certificate of Training as a Food Safety Professional". The certificate helps identify those employees who have achieved sufficient training that they should be considered strategic assets within their organization. Likewise, students who attain the certificate during their undergraduate/graduate degrees would be considered valuable job candidates by food companies that don't have to 'retrain' them once they are hired. The industry has responded well to our certificate program and we have now 'graduated' approximately 28people (total) who have achieved these certificates of training. How have the results been disseminated to communities of interest?The results of our research work are disseminated via peer-reviewed research publications (several publications have been submitted by the prior PI), departmental/university magazines, and the R.M. Kerr Food & Ag Product Center (FAPC) website. Also, information is disseminated through seminars or presentations: we had a poster presentation at the FAPC Food Science Research Symposium (April 2024) and additional updated poster presentation will be made at both the Project Directors' Mtg and the Annual Meeting of the International Association of Food Protection in Long Beach, 2024. We have an in-house communication specialist who helps us put out short bulletins/articles (FAPZ.biz website, Food Safety blog articles, and FAPC podcasts) and other extension-related publications. What do you plan to do during the next reporting period to accomplish the goals?Droewors and Biltong Air-Dried Beef Process Approval by USDA-FSIS.The USDA-FSIS provides 2 alternative processesfor acceptance of the manufacture ofair-dried beef since air-dried beef (biltong, droewors) does not conform to beef jerky manufacture, acceptance of the manufacturing process depends on obtaining validated studies (private lab, published peer-reviewed research). The acceptance can be either of the 2 alternative processes below: 1) Alternative 1: Test all lots of edible ingredients (meat, spices, salt) for the presence/absence of the pathogen of concern (i.e.,Salmonella) before use (must test negative), and demonstrate >2-log reduction of that pathogen during processing, or 2) Alternative 2: Validation needs to showthat the process yields >5-log reduction of the pathogen of concern during processing (and no need for Salmonellatesting). Note: In Alternative 1, testing each lot of ingredients forSalmonella(or other pathogen) is costly, and takes time,and if tested positive, the ingredientcan not beused, and if testing is missing, it could lead to a process deviation. Although the 2-log reduction ofSalmonellais an achievable process, theSalmonellatesting makes this cumbersome and less desirable for processors. In the Alternative 2process, a>5-log reduction of Salmonella (or other raw meat-associated pathogen) may not be easy to obtain, but onceconditions are identified to achieve that level, it would be a preferableprocess to use bymanufacturers. Currently, processors are using conditions identified for 5-log reduction of Salmonella for biltong air-dried beef for use as the process for droewors. The objective of our work is to validate the safety of droewors either by 5-log pathogen reductionor Salmonellatesting + 2-log process. Droewors process vs non-pathogenic surrogates for in-plant validation. In prior work with biltong, we demonstrated that non-pathogenicCarnobacterium sp.gave an equivalent 5-log reduction that we obtained withSalmonella, E. coliO157:H7,L. monocytogenes, andS. aureus.The use of non-pathogenic bacteria has been accepted by USDA-FSIS for process inoculation during in-plant process validation whereby the actual process is validated whereby conditions may differ greatly from those experienced in a laboratory setting. Droewors process vsSalmonella ser., E. coliO157:H7,L. monocytogenes,and/orS. aureus.We will also examine the droewors process against various 'pathogens of concern' for this type of product that may be contributed from theraw materials.If current processing using standard industry processes for droewors fails to achieve a 5-log reduction, we will examine organic aciddips of the meat (inoculated meat in our trials) and other allowable antimicrobials (i.e., peroxyacetic acid).
Impacts What was accomplished under these goals?
Acid-Adapted Cultures. Before initiating validation trials with 4-5 companies to be submitted to USDA-FSIS for validation of their process, our experimental protocols were submitted to USDA-FSIS to ensure they would accept the process by which the work was performed. One of USDA-FSIS' requirements was that the challenge cultures be 'acid-adapted' by growing them in media (TSB) with 1% glucose. With eitherSalmonella, E. coliO157:H7,L. monocytogenes, or S. aureus,this would reduce the pH of the media after culturingfrom ~6.8-6.9 in TSB with 0%glucoseto pH ~4.7-4.9 when cultured in media containing 1% glucose. This likely came from work done in the mid-1990s when meat processors were applying acidic rinses to beef carcasses and beef trimmings to reducethe prevalence ofE. coliO157:H7 andSalmonella in the finished product and because of the concept of pathogen acid-resistance, they wanted to ensure that the processes that manufacturers came up withwere sufficiently robust that they would reduce even acid-resistant pathogens. As we were awarded this grant, we wanted to validate this concept so we examined 'acid-adapted' vs 'non-acid-adapted' cultures in the biltong process. We used pathogens grown under both conditions and found that the acid-adapted cultures gave larger log reductions in biltong processing. We have hypothesized that this is the result of acid adaption causing acid stress to the cultures whereby they are more sensitive to process conditions (salt, desiccation) and recommend that growth under non-acid-adapted conditions (+1% glucose media, buffered to maintain pH 6.6-7.0) would provide cultures free from acid stress when cultured in media down topH 4.7 and directly comparable to acid-adapted cultures grown in media +1% glucose but without buffering. Microbial Reduction During Droewors Processing. We applied a typical droewors process (averageconditions from 3 different manufacturers) using a 4-strain cocktail ofCarnobacterium divergensandCarnobacterium gallinarum(non-pathogenic bacteria for in-plant validation) that we previously obtained >5-log reduction withthe biltong process. Using similar conditions for droewors (as averaged from the 3 commercial processes) as were used for biltong, through 4 trials we only obtained 2.6-2.9-log reductions.So far we believe we can achieve the Alternative 1 process (see the section on "what to do duringnext reporting period"), but preferable we would like to strive towards achieving >5-log reduction, if possible. Note:We believe it will be difficult to achieve the 5-log reduction as obtained with biltong without using additional antimicrobials since biltong, the bacterial inoculum, and marinade (vinegar, salt, spices) are adsorbed to the surface of solid meat during tumble marination and the surface inoculum is readily affected by processing conditions (salt increasing to 4% with >60% moisture loss, desiccation directly affecting surface bacteria. In droewors, the process includesgrinding of meat, bacteria, and marinade (vinegar, salt, spices) so the big difference is the distribution of bacteria and ingredients throughout the meat in a sausage-like product whereby the bacteria are encased in meat/protein and the antimicrobial ingredients are diluted throughout because of the grinding.
Publications
- Type:
Conference Papers and Presentations
Status:
Published
Year Published:
2023
Citation:
Jade Wilkinson, K. Gavai, P. Muriana. The Effect of Acid Adaptation of Pathogenic Bacteria Used as Challenge Organisms for Microbial Validation of the Biltong Process. FAPC Research Symposium, Oklahoma State University, Stillwater, OK (March 28, 2023).
- Type:
Conference Papers and Presentations
Status:
Published
Year Published:
2023
Citation:
Jade Wilkinson, K. Gavai, P.M. Muriana. Effect of Acid Adaptation on Pathogenic Bacteria used as Challenge Organisms for Microbial Validation of the Biltong/Droewors Process. Undergraduate Res. Symposium, ConocoPhillips Alumni Center (April 18, 2023).
- Type:
Conference Papers and Presentations
Status:
Published
Year Published:
2024
Citation:
Pratikchhya Adhikari, J. Wilkinson, K. Gavya, P. Muriana. Effect of Acid-Adaptation of Challenge Cultures on Pathogen Viability During Process Validation of Air-Dried Beef (Dro�wors, Biltong). FAPC Food Science Research Symposium, Stillwater, OK (April 11, 2024).
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