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Li XA, Liu J, Zhang B, Wang J, Kong B, Ren J, Chen Q. Inoculation with autochthonous yeast strains in Harbin dry sausages with partial substitution of NaCl by KCl: Bacterial community structure and flavour profiles. Food Microbiol 2025; 128:104739. [PMID: 39952756 DOI: 10.1016/j.fm.2025.104739] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/19/2024] [Revised: 01/09/2025] [Accepted: 01/30/2025] [Indexed: 02/17/2025]
Abstract
The effects of two autochthonous yeast strains (Pichia kudriavzevii and Debaryomyces hansenii) on the physicochemical characteristics, bacterial community structure, and flavour profile of the dry sausages with 40% substitution of NaCl by KCl were evaluated in this study. The results revealed that the inoculation of yeast strains increased the pH and yeast counts of low-sodium sausages. Higher contents of total esters, aldehydes, and ketones were detected in the inoculated sausages (P < 0.05). Based on the results of high-throughput sequencing, the inoculation of P. kudriavzevii decreased the abundance of Lactobacillus, Weissella, and Leuconostoc. However, the inoculation of D. hansenii increased the abundance of Lactobacillus, Weissella and Staphylococcus, which may help to inhibit the growth of pathogenic microorganisms in sausages. Electronic tongue analysis as well as sensory evaluation revealed that D. hansenii reduced bitter, astringent, and metallic tastes (P < 0.05). Overall, D. hansenii can be used as the prospective stater culture to compensate the flavour defects and improve the safety of the dry sausage with NaCl substitutes.
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Affiliation(s)
- Xiang-Ao Li
- Northeast Agricultural University, Harbin, Heilongjiang, 150030, China
| | - Jiaqi Liu
- Northeast Agricultural University, Harbin, Heilongjiang, 150030, China
| | - Biying Zhang
- Northeast Agricultural University, Harbin, Heilongjiang, 150030, China
| | - Jiawang Wang
- Northeast Agricultural University, Harbin, Heilongjiang, 150030, China
| | - Baohua Kong
- Northeast Agricultural University, Harbin, Heilongjiang, 150030, China
| | - Jing Ren
- Northeast Agricultural University, Harbin, Heilongjiang, 150030, China.
| | - Qian Chen
- Northeast Agricultural University, Harbin, Heilongjiang, 150030, China.
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2
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Bernardo P, Fernandes MJ, Fernandes MH, Teixeira MP, Alfaia CM, Serrano C, Patarata L, Fraqueza MJ. Salt reduction strategies for dry cured meat products: The use of KCl and microencapsulated spices and aromatic plant extracts. Meat Sci 2025; 221:109719. [PMID: 39637770 DOI: 10.1016/j.meatsci.2024.109719] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/06/2024] [Revised: 11/20/2024] [Accepted: 11/24/2024] [Indexed: 12/07/2024]
Abstract
The World Health Organization set a goal of reducing salt intake by 30 % by 2025. This study investigates the impact of replacing 33 % NaCl with KCl and microencapsulated spices and aromatic plant extracts (ME) in a dry-cured meat sausage (CMS). Microbial, physico-chemical, and sensory analyses were conducted throughout processing and storage. Three batches of CMS were prepared with four formulations: Control (1.5 % NaCl), F1 (1 % NaCl, 0.5 % KCl), F2 (1 % NaCl, 0.5 % ME, 0.3 % KCl), and F3 (1 % NaCl, 0.5 % ME). The absence of Listeria monocytogenes was confirmed. The formulations did not affect the growth of lactic acid bacteria (7.8 log cfu/g), Enterococci (6.5 log cfu/g), and coagulase-negative staphylococci (5.6 log cfu/g). Biogenic amines increased significantly (P < 0.05) during storage, with cadaverine (from 166 to 456 mg/kg), tyramine (163 to 424 mg/kg) and putrescine (from 31.0 to 90.5 mg/kg), being the most abundant. All low sodium CMS had lower TBARS values (F1 = 0.59 mg MDA/kg, F2 = 0.56 mg MDA/kg and F3 = 0.47 mg MDA/kg) compared to control (0.78 mg MDA/kg). Colour parameters lightness (L*) and yellowness (b*) remained stable (P > 0.05) while sausages with KCl and/or ME were redder. CMS F1 was considered with the ideal saltiness by 54 % consumers, that is usually considered enough to launch the product in the market. The use of ME in CMS has potential but still requires optimization. The study demonstrates that a 33 % NaCl replacement with KCl is feasible without jeopardize the organoleptic characteristics or safety of CMS.
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Affiliation(s)
- P Bernardo
- CIISA, Center for Interdisciplinary Research in Animal Health, Faculty of Veterinary Medicine University of Lisbon, Avenida da Universidade Técnica, 1300-477 Lisbon, Portugal; AL4AnimalS, Associate Laboratory for Animal and Veterinary Sciences, Portugal
| | - M J Fernandes
- CIISA, Center for Interdisciplinary Research in Animal Health, Faculty of Veterinary Medicine University of Lisbon, Avenida da Universidade Técnica, 1300-477 Lisbon, Portugal; AL4AnimalS, Associate Laboratory for Animal and Veterinary Sciences, Portugal
| | - M H Fernandes
- CIISA, Center for Interdisciplinary Research in Animal Health, Faculty of Veterinary Medicine University of Lisbon, Avenida da Universidade Técnica, 1300-477 Lisbon, Portugal; AL4AnimalS, Associate Laboratory for Animal and Veterinary Sciences, Portugal
| | - M P Teixeira
- CIISA, Center for Interdisciplinary Research in Animal Health, Faculty of Veterinary Medicine University of Lisbon, Avenida da Universidade Técnica, 1300-477 Lisbon, Portugal; AL4AnimalS, Associate Laboratory for Animal and Veterinary Sciences, Portugal
| | - C M Alfaia
- CIISA, Center for Interdisciplinary Research in Animal Health, Faculty of Veterinary Medicine University of Lisbon, Avenida da Universidade Técnica, 1300-477 Lisbon, Portugal; AL4AnimalS, Associate Laboratory for Animal and Veterinary Sciences, Portugal
| | - C Serrano
- INIAV, Instituto Nacional de Investigação Agrária e Veterinária, 2784-505 Oeiras, Portugal; LEAF-Linking Landscape, Environment, Agriculture and Food-Research Center, Instituto Superior de Agronomia, Associated Laboratory TERRA, University of Lisbon, Lisbon, Portugal
| | - L Patarata
- AL4AnimalS, Associate Laboratory for Animal and Veterinary Sciences, Portugal; CECAV-Animal and Veterinary Research Center, Universidade de Trás-os-Montes e Alto Douro, 5001-801 Vila Real, Portugal
| | - M J Fraqueza
- CIISA, Center for Interdisciplinary Research in Animal Health, Faculty of Veterinary Medicine University of Lisbon, Avenida da Universidade Técnica, 1300-477 Lisbon, Portugal; AL4AnimalS, Associate Laboratory for Animal and Veterinary Sciences, Portugal.
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3
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Quek JJW, Wong JL, Tan JL, Yeo CC, Saw SH. Integrating Metagenomic and Culture-Based Techniques to Detect Foodborne Pathogens and Antimicrobial Resistance Genes in Malaysian Produce. Foods 2025; 14:352. [PMID: 39941945 PMCID: PMC11817458 DOI: 10.3390/foods14030352] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/03/2024] [Revised: 01/03/2025] [Accepted: 01/14/2025] [Indexed: 02/16/2025] Open
Abstract
Foodborne illnesses pose a significant global health threat, often caused by pathogens like Escherichia coli, Listeria monocytogenes, and Salmonella spp. The emergence of antibiotic-resistant strains further exacerbates food safety challenges. This study combines shotgun metagenomics and culture-based approaches to detect foodborne pathogens and antimicrobial resistance genes (ARGs) in Malaysian produce and meats from the Kinta Valley region. A total of 27 samples comprising vegetables, meats, and fruits were analyzed. Metagenomics provided comprehensive microbial profiles, revealing diverse bacterial communities with species-level taxonomic resolution. Culture-based methods complemented these findings by identifying viable pathogens. Key foodborne pathogens were detected, with Listeria monocytogenes identified in meats and vegetables and Shigella flexneri detected inconsistently between the methods. ARGs analysis highlighted significant resistance to cephalosporins and penams, particularly in raw chicken and vegetable samples, underscoring the potential public health risks. While deli meats and fruits exhibited a lower antimicrobial resistance prevalence, resistant genes linked to E. coli and Salmonella strains were identified. Discrepancies between the methods suggest the need for integrated approaches to improve the pathogen detection accuracy. This study demonstrates the potential of metagenomics in advancing food safety research and supports its adoption as a complementary tool alongside culture-based methods for comprehensive foodborne pathogen surveillance and ARG profiling in Malaysian food systems.
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Affiliation(s)
- Jerrald Jia Weai Quek
- Department of Allied Health Sciences, Faculty of Science, Universiti Tunku Abdul Rahman, Jalan Universiti, Bandar Barat, Kampar 31900, Perak, Malaysia;
- Dr. Wu Lien-Teh Centre of Research in Communicable Diseases, M. Kandiah Faculty of Medicine and Health Sciences, Universiti Tunku Abdul Rahman, Jalan Sungai Long, Bandar Sungai Long Cheras, Kajang 43000, Selangor, Malaysia;
| | - Jun Leong Wong
- Dr. Wu Lien-Teh Centre of Research in Communicable Diseases, M. Kandiah Faculty of Medicine and Health Sciences, Universiti Tunku Abdul Rahman, Jalan Sungai Long, Bandar Sungai Long Cheras, Kajang 43000, Selangor, Malaysia;
- Department of Pre-Clinical Sciences, M. Kandiah Faculty of Medicine and Health Sciences, Universiti Tunku Abdul Rahman, Jalan Sungai Long, Bandar Sungai Long Cheras, Kajang 43000, Selangor, Malaysia
| | - Joon Liang Tan
- Faculty of Information Science and Technology, Multimedia University, Jalan Ayer Keroh Lama, Bukit Beruang 75450, Melaka, Malaysia;
| | - Chew Chieng Yeo
- Centre for Research in Infectious Diseases & Biotechnology (CeRIDB), Faculty of Medicine, Universiti Sultan Zainal Abidin, Jalan Sultan Mahmud, Kuala Terengganu 20400, Terengganu, Malaysia;
| | - Seow Hoon Saw
- Department of Allied Health Sciences, Faculty of Science, Universiti Tunku Abdul Rahman, Jalan Universiti, Bandar Barat, Kampar 31900, Perak, Malaysia;
- Dr. Wu Lien-Teh Centre of Research in Communicable Diseases, M. Kandiah Faculty of Medicine and Health Sciences, Universiti Tunku Abdul Rahman, Jalan Sungai Long, Bandar Sungai Long Cheras, Kajang 43000, Selangor, Malaysia;
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Al-Shabib NA, Khan JM, Malik A, Rehman MT, Alamri A, Kumar V, Saris PEJ, Husain FM, AlAjmi MF. Multispectroscopic and computational insights into amyloid fibril formation of alpha lactalbumin induced by sodium hexametaphosphate. Sci Rep 2024; 14:30050. [PMID: 39627267 PMCID: PMC11615314 DOI: 10.1038/s41598-024-80897-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/23/2024] [Accepted: 11/22/2024] [Indexed: 12/06/2024] Open
Abstract
The impact of sodium hexametaphosphate (SHMP) on the aggregation behavior of α-lactalbumin (α-LA) was studied at pH 7.4 and 2.0. Turbidity measurements showed a concentration-dependent aggregation of α-LA at pH 2.0 in the presence of SHMP, while no aggregation was observed at pH 7.4. Light scattering (LS) and Thioflavin-T (ThT) data revealed that the aggregation was rapid, following nucleation-independent pathways. In other kinetics experiments such as turbidity and ThT confirmed that SHMP-induced α-LA aggregation was dependent on SHMP concentration rather than incubation time. Once formed, the aggregates remained unchanged for up to five days. Intrinsic fluorescence studies indicated conformational changes in α-LA upon SHMP addition, and dye-binding assays with ThT and Congo Red demonstrated the formation of amyloid-like aggregates. Far-UV circular dichroism (CD) data suggested a structural transition from α-helical to β-structures in α-LA in the presence of SHMP at pH 2.0. Molecular docking studies confirmed stronger interactions between α-LA and SHMP at pH 2.0 (ΔG = -6.2 kcal/mol) compared to pH 7.4 (ΔG = -5.3 kcal/mol), driven by electrostatic forces and hydrogen bonding. These results suggest that SHMP induces amyloid-like aggregation of α-LA, particularly at acidic pH.
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Affiliation(s)
- Nasser Abdulatif Al-Shabib
- Department of Food Science and Nutrition, Faculty of Food and Agricultural Sciences, King Saud University, P.O. Box 2460, Riyadh, 11451, Saudi Arabia.
| | - Javed Masood Khan
- Department of Food Science and Nutrition, Faculty of Food and Agricultural Sciences, King Saud University, P.O. Box 2460, Riyadh, 11451, Saudi Arabia.
| | - Ajamaluddin Malik
- Department of Biochemistry, College of Science, King Saud University, Riyadh, Saudi Arabia
| | - Md Tabish Rehman
- Department of Pharmacognosy, College of Pharmacy, King Saud University, Riyadh, Saudi Arabia
| | - Abdulaziz Alamri
- Department of Biochemistry, College of Science, King Saud University, Riyadh, Saudi Arabia
| | - Vijay Kumar
- Himalayan School of Biosciences, Swami Rama Himalayan University, Jolly Grant, Dehradun , Uttarakhand, 248016, India
| | - Per Erik Joakim Saris
- Department of Microbiology, Faculty of Agriculture and Forestry, University of Helsinki, Helsinki, Finland.
| | - Fohad Mabood Husain
- Department of Food Science and Nutrition, Faculty of Food and Agricultural Sciences, King Saud University, P.O. Box 2460, Riyadh, 11451, Saudi Arabia
| | - Mohamed F AlAjmi
- Department of Pharmacognosy, College of Pharmacy, King Saud University, Riyadh, Saudi Arabia
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Lemos Junior WJF, Marques Costa L, Alberto Guerra C, Sales de Oliveira V, Gava Barreto A, Alves de Oliveira F, de Paula BP, Esmerino EA, Corich V, Giacomini A, Guerra AF. Microbial landscape of cooked meat products: evaluating quality and safety in vacuum-packaged sausages using culture-dependent and culture-independent methods over 1 year in a sustainable food chain. Front Microbiol 2024; 15:1457819. [PMID: 39328911 PMCID: PMC11424441 DOI: 10.3389/fmicb.2024.1457819] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/01/2024] [Accepted: 08/08/2024] [Indexed: 09/28/2024] Open
Abstract
Over the last few decades, advancements in process safety and quality methods have been significantly improved, yet new challenges continue to emerge in the sustainable food supply chain. This study aimed to investigate some physicochemical and microbiological parameters impacting meat products, particularly cooked sausages, within a sustainable supply chain, focusing on quality, spoilage populations, and syneresis formation under vacuum conditions. A comprehensive analysis was conducted on 355 samples collected over four seasons using high-throughput sequencing (16S/ITS) and microbiological and physicochemical [pH and water activity (aw)] assessments. The microbial growth predictor MicroLab_ShelfLife was employed, and multiple factor analysis (MFA) and agglomerative hierarchical clustering (AHC) were utilized to understand how these variables influence the microbiome resilience of these products. Lactic and acetic acids were correlated with the microbiome of the sausages and the liquid coating covering them using metagenomic analyses. The study highlighted that 52% of the evaluated meat industries in southeastern Brazil are implementing effective protocols for sustainable chain production. The results indicated that the durability of vacuum-packaged cooked sausages was primarily influenced by storage temperature (RV coefficient of 0.906), initial microbial load (0.755), and aw (0.624). Average microbial counts were 4.30 log cfu/g (initial), 4.61 (7°C/4 days), 4.90 (7°C/8 days), 6.06 (36°C/4 days), and 6.79 (36°C/8 days). Seasonal durability analysis revealed that winter had the highest average durability of 45.58 days, while summer had the lowest at 26.33 days. Yeast populations, including Trichosporon sp. and Candida sp., were identified as key genera influencing spoilage dynamics. In addition, Bacillus species emerged as dominant spoilage microorganisms, highlighting the need for new critical controls. This study demonstrates the impact of metagenomic approaches, including ITS and 16S amplicon sequencing, in revealing microbial community dynamics, storage temperature, and aw, which are essential for developing targeted interventions to enhance food safety and quality sustainably.
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Affiliation(s)
| | | | | | | | - Angela Gava Barreto
- Centro Federal de Educação Tecnológica Celso Suckow da Fonseca (CEFET/RJ), Valença, Rio de Janeiro, Brazil
| | - Fabiano Alves de Oliveira
- Centro Federal de Educação Tecnológica Celso Suckow da Fonseca (CEFET/RJ), Valença, Rio de Janeiro, Brazil
| | - Breno Pereira de Paula
- Centro Federal de Educação Tecnológica Celso Suckow da Fonseca (CEFET/RJ), Valença, Rio de Janeiro, Brazil
| | - Erick Almeida Esmerino
- Universidade Federal Rural do Rio de Janeiro (UFRRJ), Seropédica, Rio de Janeiro, Brazil
| | - Viviana Corich
- Department of Agronomy Food Natural Resources Animals and Environment (DAFNAE), University of Padova, Legnaro, Padua, Italy
- Department of Land, Environment, Agriculture and Forestry—TeSAF Legnaro, Padova, Italy
| | - Alessio Giacomini
- Department of Agronomy Food Natural Resources Animals and Environment (DAFNAE), University of Padova, Legnaro, Padua, Italy
| | - André Fioravante Guerra
- Centro Federal de Educação Tecnológica Celso Suckow da Fonseca (CEFET/RJ), Valença, Rio de Janeiro, Brazil
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Mahgoub SA, Qattan SYA, AlMalki F, Kamal M, Alqurashi AF, Almuraee AA, Alhassani WE, Abu-Hiamed HA, Almarkhan WD, Alsanei WA, Alfassam HE, Rudayni HA, Allam AA, Moustafa M, Alshaharni MO, Taha AE. Impact of packaging atmosphere, oregano essential oil, and storage temperature on cold-adapted Salmonella Enteritidis and Salmonella Typhimurium on ready-to-eat smoked turkey. Poult Sci 2024; 103:103846. [PMID: 38796987 PMCID: PMC11152719 DOI: 10.1016/j.psj.2024.103846] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/28/2024] [Revised: 05/03/2024] [Accepted: 05/09/2024] [Indexed: 05/29/2024] Open
Abstract
The hazard of diseases created by S. Enteritidis and S. Typhimurium is relatively high in turkey meat products. Combinations of preservation methods are utilized in many strategies, such as mild heat with decreased water activity, a changed atmosphere, refrigerated storage, and decreased heat treatment with some acidification. Within the domain of ready-to-eat food technology, a range of preservation methods are typically utilized to enhance shelf life, such as applying mild heat in tandem with reduced water activity, employing modified atmosphere packaging, utilizing refrigerated storage, and utilizing reduced heat treatment combined with acidification. This investigation aimed to determine how S. Enteritidis and S. Typhimurium grew when sliced ready-to-eat smoked turkey (RTE-SM) was stored at 0, 5, 10, and 15°C for various periods. The study also examined the effects of modified atmosphere packaging (MAP) (40% CO2 and 60% N2) and VP on these growth patterns. Total viable count (TVC), lactic acid bacteria (LAB), pH, and redox potential levels were determined. The control experiment on RTE-SM showed no Salmonella growth within 30 d of storage at any temperature. This indicated that the RTE-SM in use did not initially contain S. Typhimurium and S. Enteritidis. Results indicated that the storage of RTE-SM using a combination of VP, MAP, and MAPEO with storage at 0 and 5°C did not allow for the pathogen to grow throughout storage. In comparison, at 10 and 15°C after one day, which allowed for minor growth (0.17-0.5 log CFU/g)? In contrast, at 0 and 5°C, Salmonella survives until the end of storage (173 d). However, the combination of MAPEO with the same storage temperatures achieved the elimination of the pathogen in the meat after 80 d. The combination of both packaging systems with high temperatures (10 or 15°C) allowed for the multiplication and growth of the bacterium through the product's shelf life of more than 1 log CFU/g. Thus, a combination of MAP or MAPEO with low storage temperatures (0 or 5°C) inhibited the growth of the pathogen.
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Affiliation(s)
- Samir A Mahgoub
- Department of Agricultural Microbiology, Faculty of Agriculture, Zagazig University, Zagazig 44511, Egypt
| | - Shaza Y A Qattan
- Department of Biological Sciences, Faculty of Science, King Abdulaziz University, P.O. Box 80203, Jeddah 21589, Saudi Arabia
| | - Fatemah AlMalki
- Biology Department, College of Science and Humanities- Al Quwaiiyah, Shaqra Universit, Al Quwaiiyah 19257, Saudi Arabia
| | - Mahmoud Kamal
- Laboratory of Gastrointestinal Microbiology, National Center for International Research on Animal Gut Nutrition, Nanjing Agricultural University, Nanjing 210095, China; Animal Production Research Institute, Agricultural Research Center, Dokki, Giza 12618, Egypt
| | - Amal F Alqurashi
- Clinical Nutrition Department , Faculty of Applied Medical Sciences, Umm Al-Qura University, P.O. Box 715, Makkah 21955, Saudi Arabia
| | - Areej A Almuraee
- Clinical Nutrition Department , Faculty of Applied Medical Sciences, Umm Al-Qura University, P.O. Box 715, Makkah 21955, Saudi Arabia
| | - Walaa E Alhassani
- Clinical Nutrition Department , Faculty of Applied Medical Sciences, Umm Al-Qura University, P.O. Box 715, Makkah 21955, Saudi Arabia
| | - Hind A Abu-Hiamed
- Assistant professor of Applied Nutrition, Department of Physical Sport Science, Princess Nourah bint Abdulrahman University, Riyadh 11671, Saudi Arabia
| | - Wafa D Almarkhan
- Assistant professor of Applied Nutrition, Department of Physical Sport Science, Princess Nourah bint Abdulrahman University, Riyadh 11671, Saudi Arabia
| | - Woroud A Alsanei
- Department of Food and Nutrition, Faculty of Human Sciences and Design, King Abdulaziz University, Jeddah 21589, Saudi Arabia
| | - Haifa E Alfassam
- Department of Biology, College of Science, Princess Nourah bint Abdulrahman University, Riyadh 11671, Saudi Arabia
| | - Hassan A Rudayni
- Department of Biology, College of Science, Imam Mohammad Ibn Saud Islamic University, Riyadh 11623, Saudi Arabia
| | - Ahmed A Allam
- Department of Biology, College of Science, Imam Mohammad Ibn Saud Islamic University, Riyadh 11623, Saudi Arabia; Department of Zoology, Faculty of Science, Beni-suef University, Beni-suef 65211, Egypt
| | - Mahmoud Moustafa
- Department of Biology, College of Science, King Khalid University, Abha, Saudi Arabia
| | - Mohammed O Alshaharni
- Department of Biology, College of Science, King Khalid University, Abha, Saudi Arabia
| | - Ayman E Taha
- Department of Animal Husbandry and Animal Wealth Development, Faculty of Veterinary Medicine, Alexandria University, Alexandria, Apis 21944, Egypt.
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Qu T, Wang P, Zhao X, Liang L, Ji Q, Ge Y, Chen Y. Metagenomic profiles of the antimicrobial resistance in traditional Chinese fermented meat products: Core resistome and co-occurrence patterns. Int J Food Microbiol 2024; 418:110740. [PMID: 38754174 DOI: 10.1016/j.ijfoodmicro.2024.110740] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/11/2024] [Revised: 05/04/2024] [Accepted: 05/07/2024] [Indexed: 05/18/2024]
Abstract
Antimicrobial resistance (AMR) poses a significant challenge to global health, and the presence of antibiotic resistance genes (ARGs) in food poses a potential threat to public health. Traditional Chinese fermented meat products (FMPs) are highly favored because of their unique flavors and cultural value. However, microbial safety and the potential distribution and composition of AMR in these products remain unclear. In this study, a comprehensive analysis of bacterial composition and antibiotic-resistant populations in 216 samples of traditional fermented meat products from different regions of China was conducted using a metagenomic approach. Staphylococcus was the most abundant genus in the samples, accounting for an average abundance of 29.9 %, followed by Tetragenococcus (17.1 %), and Latilactobacillus (3.6 %). A core resistome of FMP samples was constructed for the first time using co-occurrence network analysis, which revealed the distribution and interrelationships of ARGs and bio/metal-resistant genes (BMRGs). Random forest analysis identified the lincosamide nucleotidyltransferase lnuA and the multidrug and toxic compound extrusion (MATE) transporter abeM as potential indicators for assessing the overall abundance of the core resistome. Additionally, Staphylococcus, Acinetobacter, and Pseudomonas were identified as hosts constituting the core resistome. Despite their low abundance, the latter two still serve as major reservoirs of antibiotic resistance genes. Notably, Lactococcus cremoris was identified as the key host for tetracycline resistance genes in the samples, highlighting the need for enhanced resistance monitoring in lactic acid bacteria. Based on our findings, in the microbial safety assessment of fermented meat products, beyond common foodborne pathogens, attention should be focused on detecting and controlling coagulase-negative Staphylococcus, Acinetobacter, and Pseudomonas, and addressing bacterial resistance. The quantitative detection of lnuA and abeM could provide a convenient and rapid method for assessing the overall abundance of the core resistome. Our findings have important implications for the control of bacterial resistance and prevention of pathogenic bacteria in fermented meat products.
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Affiliation(s)
- Tianming Qu
- Chinese Academy of Inspection and Quarantine, Beijing 100176, China; College of Food Science and Engineering, Jilin Agricultural University, Changchun, 130118, Jilin, China
| | - Ping Wang
- Chinese Academy of Inspection and Quarantine, Beijing 100176, China
| | - Xiaomei Zhao
- Chinese Academy of Inspection and Quarantine, Beijing 100176, China
| | - Lijiao Liang
- Chinese Academy of Inspection and Quarantine, Beijing 100176, China; College of Biosystems Engineering and Food Science, Zhejiang University, Hangzhou, 310058, China
| | - Qinglong Ji
- Chinese Academy of Inspection and Quarantine, Beijing 100176, China
| | - Yiqiang Ge
- China Rural Technology Development Center, Beijing 100045, China; College of Food Science and Nutritional Engineering, China Agricultural University, Beijing 100083, China
| | - Ying Chen
- Chinese Academy of Inspection and Quarantine, Beijing 100176, China.
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8
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Seibt ACMD, Nerhing P, Pinton MB, Santos SP, Leães YSV, De Oliveira FDC, Robalo SS, Casarin BC, Dos Santos BA, Barin JS, Wagner R, De Menezes CR, Campagnol PCB, Cichoski AJ. Green technologies applied to low-NaCl fresh sausages production: Impact on oxidative stability, color formation, microbiological properties, volatile compounds, and sensory profile. Meat Sci 2024; 209:109418. [PMID: 38113656 DOI: 10.1016/j.meatsci.2023.109418] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/22/2023] [Revised: 11/24/2023] [Accepted: 12/10/2023] [Indexed: 12/21/2023]
Abstract
The influence of different concentrations of NaCl (2.5% and 1.75%), basic electrolyzed water (BEW), and ultrasound (US, 25 kHz, 159 W) on the quality of fresh sausages was studied. During storage at 5 °C, TBARS, pH, Eh, aw, nitrous pigments, and bacterial evolution were evaluated at three specific time intervals: 1d, 15d, and 30d. At the same time, the volatile compounds and sensory profile were specifically assessed on both the 1d and 30d. Notably, sausages with 1.75% NaCl and BEW displayed higher pH values (up to 6.30) and nitrous pigment formation, alongside reduced Eh (as low as 40.55 mV) and TBARS values (ranging from 0.016 to 0.134 mg MDA/kg sample), compared to the 2.5% NaCl variants. Protein content ranged between 13.01% and 13.75%, while lipid content was between 18.23% and 18.86%, consistent across all treatments. Psychrotrophic lactic bacteria showed a significant increase in low-NaCl sausages, ranging from 5.77 to 7.59 log CFU/g, indicative of potential preservative benefits. The sensory analysis favored the TUSBEW70 treatment for its salty flavor on the 30th day, reflecting a positive sensory acceptance. The study highlights that employing US and BEW in sausage preparation with reduced NaCl content (1.75%) maintains quality comparable to higher salt (2.5%) counterparts. These findings are crucial for meat processing, presenting a viable approach to producing healthier sausages with reduced sodium content without compromising quality, aligning with consumer health preferences and industry standards.
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Affiliation(s)
| | - Priscila Nerhing
- Universidade Federal de Santa Maria, CEP 97105-900 Santa Maria, Rio Grande do Sul, Brazil
| | - Mariana Basso Pinton
- Universidade Federal de Santa Maria, CEP 97105-900 Santa Maria, Rio Grande do Sul, Brazil
| | - Suelen Priscila Santos
- Universidade Federal de Santa Maria, CEP 97105-900 Santa Maria, Rio Grande do Sul, Brazil
| | - Yasmim Sena Vaz Leães
- Universidade Federal de Santa Maria, CEP 97105-900 Santa Maria, Rio Grande do Sul, Brazil
| | | | - Silvino Sasso Robalo
- Universidade Federal de Santa Maria, CEP 97105-900 Santa Maria, Rio Grande do Sul, Brazil
| | - Bianca Campos Casarin
- Universidade Federal de Santa Maria, CEP 97105-900 Santa Maria, Rio Grande do Sul, Brazil
| | | | - Juliano Smanioto Barin
- Universidade Federal de Santa Maria, CEP 97105-900 Santa Maria, Rio Grande do Sul, Brazil
| | - Roger Wagner
- Universidade Federal de Santa Maria, CEP 97105-900 Santa Maria, Rio Grande do Sul, Brazil
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9
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Malik A, Khan JM, Al-Amri AM, Altwaijry N, Sharma P, Alhomida A, Sen P. Hexametaphosphate, a Common Food Additive, Aggregated the Hen Egg White Lysozyme. ACS OMEGA 2023; 8:44086-44092. [PMID: 38027328 PMCID: PMC10666150 DOI: 10.1021/acsomega.3c06210] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 08/27/2023] [Revised: 09/25/2023] [Accepted: 10/24/2023] [Indexed: 12/01/2023]
Abstract
Polyphosphate polymers are chains of phosphate monomers chemically bonded together via phosphoanhydride bonds. They are found in all prokaryotic and eukaryotic organisms and are among the earliest, most anionic, and most mysterious molecules known. They are everywhere, from small cellular components to additives in our food. There is a strong association between hyperphosphatemia and mortality. That is why it is crucial to assess how polyphosphates, as food additives, affect the quality of edible proteins. This study investigated the effect of inexpensive and widely used food additives (hexametaphosphate labeled as E452) on bakery items, meat products, fish, and soft drinks. Using various spectroscopic and microscopic techniques, we examined how hexametaphosphate affected the aggregation propensity, structure, and stability of a commonly used food protein: hen egg white lysozyme (HEWL). The solubility of HEWL is affected in a bimodal fashion by the concentration of hexametaphosphate. The bimodal concentration-dependent effect was also observed in the tertiary and secondary structural changes. Hexametaphosphate-induced HEWL aggregates were amorphous, as evidenced by ThT fluorescence, far-UV CD, and TEM imaging. This study showed that the food additive (hexametaphosphate) may denature and aggregate proteins and may lead to undesirable health issues.
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Affiliation(s)
- Ajamaluddin Malik
- Department
of Biochemistry, College of Science, King
Saud University, Riyadh 11451, Saudi Arabia
| | - Javed Masood Khan
- Department
of Food Science and Nutrition, Faculty of Food and Agricultural Sciences, King Saud University, Riyadh 11451, Saudi Arabia
| | - Abdulaziz M. Al-Amri
- Department
of Biochemistry, College of Science, King
Saud University, Riyadh 11451, Saudi Arabia
| | - Nojood Altwaijry
- Department
of Biochemistry, College of Science, King
Saud University, Riyadh 11451, Saudi Arabia
| | - Prerna Sharma
- Geisinger
Commonwealth School of Medicine Scranton, Scranton, Pennsylvania 18509-3240, United States
| | - Abdullah Alhomida
- Department
of Biochemistry, College of Science, King
Saud University, Riyadh 11451, Saudi Arabia
| | - Priyankar Sen
- Centre
for Bioseparation Technology, VIT University, Vellore 632014, India
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10
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Pan-utai W, Satmalee P, Saah S, Paopun Y, Tamtin M. Brine-Processed Caulerpa lentillifera Macroalgal Stability: Physicochemical, Nutritional and Microbiological Properties. Life (Basel) 2023; 13:2112. [PMID: 38004252 PMCID: PMC10671829 DOI: 10.3390/life13112112] [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: 09/07/2023] [Revised: 09/28/2023] [Accepted: 10/23/2023] [Indexed: 11/26/2023] Open
Abstract
Caulerpa lentillifera is a type of green macroalga that is commonly consumed as fresh seaweed, particularly in Southeast Asia. The effects of different salt types and concentrations on C. lentillifera during brine processing were investigated using table, sea and flower salt at 10-30% levels. The colour and texture of C. lentillifera varied across different treatments. After storage in brine for 12 weeks, lightness (L*) decreased, greenness (a*) decreased and yellowness (b*) increased while firmness increased in all treatments compared to fresh algae. The nutritional composition did not change significantly over time. To ensure the safety and quality of seaweed for consumption, the optimal salt level for brine processing should not exceed 30% table salt. The morphology and elements contained in different types of salt were also observed, and the microbiological safety of seaweed was evaluated. The popularity of Caulerpa macroalgae is rapidly increasing among consumers, leading to a growing demand for ready-to-eat Caulerpa products. However, food safety and security standards must be maintained.
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Affiliation(s)
- Wanida Pan-utai
- Department of Applied Microbiology, Institute of Food Research and Product Development, Kasetsart University, Bangkok 10900, Thailand
| | - Prajongwate Satmalee
- Department of Food Chemistry and Physics, Institute of Food Research and Product Development, Kasetsart University, Bangkok 10900, Thailand;
| | - Safiah Saah
- Department of Nutrition and Health, Institute of Food Research and Product Development, Kasetsart University, Bangkok 10900, Thailand;
| | - Yupadee Paopun
- Scientific Equipment and Research Division, Kasetsart University Research and Development Institute, Kasetsart University, Bangkok 10900, Thailand;
| | - Montakan Tamtin
- Department of Fisheries, Ministry of Agriculture and Cooperatives, Kung Krabaen Bay Royal Development Study Center, Chantha Buri 22120, Thailand;
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11
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García-López JD, Barbieri F, Baños A, Madero JMG, Gardini F, Montanari C, Tabanelli G. Use of two autochthonous bacteriocinogenic strains as starter cultures in the production of salchichónes, a type of Spanish fermented sausages. Curr Res Food Sci 2023; 7:100615. [PMID: 37881335 PMCID: PMC10594565 DOI: 10.1016/j.crfs.2023.100615] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/04/2023] [Revised: 10/05/2023] [Accepted: 10/08/2023] [Indexed: 10/27/2023] Open
Abstract
In this work, two autochthonous LAB strains (Lactiplantibacillus paraplantarum BPF2 and Pediococcus acidilactici ST6), isolated from spontaneously fermented sausages produced in Spain, were tested to produce Spanish fermented sausages (salchichón) in pilot plants, due to their promising technological and anti-listerial activity. These products were compared with a sample obtained with a commercial starter (RAP) and a spontaneously fermented control sample. Physico-chemical parameters, microbial counts, metagenomic analysis, biogenic amines content and organoleptic profile of the obtained samples were studied to assess the performances of the native starters. In fact, traditional and artisanal products obtained through spontaneous fermentations can represent an important biodiversity reservoir of strains to be exploited as new potential starter cultures, to improve the safety, quality and local differentiation of traditional products. The data underlined that ST6 strain resulted in a final lower percentage if compared with the other LAB used as starter cultures. The use of starters reduced the BA concentration observed in the sausages obtained with spontaneous fermentation and the BPF2 and ST6 strains were able to decrease the level of products rancidity. Moreover, a challenge test against L. monocytogenes were performed. The data confirmed the effectiveness in the inhibition of L. monocytogenes by the two bacteriocinogenic strains tested, with respect to RAP and control samples, highlighting their ability to produce bacteriocins in real food systems. This work demonstrated the promising application in meat industry of these autochthonous strains as starter cultures to improve sensory differentiation and recognizability of typical fermented sausages.
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Affiliation(s)
| | - Federica Barbieri
- Department of Agricultural and Food Sciences, University of Bologna, 47521, Cesena, Italy
| | - Alberto Baños
- Department of Microbiology, DOMCA S.A.U, 18620, Alhendín, Spain
| | | | - Fausto Gardini
- Department of Agricultural and Food Sciences, University of Bologna, 47521, Cesena, Italy
| | - Chiara Montanari
- Department of Agricultural and Food Sciences, University of Bologna, 47521, Cesena, Italy
| | - Giulia Tabanelli
- Interdepartmental Center for Industrial Agri-Food Research, University of Bologna, 47521, Cesena, Italy
- Department of Agricultural and Food Sciences, University of Bologna, 40127, Bologna, Italy
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12
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Xu Y, Xu X, Xu B. Glycosylation modification: A promising strategy for regulating the functionalities of myofibrillar proteins. Crit Rev Food Sci Nutr 2023; 64:8933-8947. [PMID: 37183695 DOI: 10.1080/10408398.2023.2204945] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 05/16/2023]
Abstract
Myofibrillar proteins (MPs), the most important proteins in muscle, play a vital role in the texture, flavor, sensory and consumer acceptance of final muscle-based food products. Over the past several decades, conjugation of carbohydrates to MPs via glycosylation is of particular interest due to the substantial enhancement in MPs characteristics. Studying the covalent interactions between carbohydrates and MPs under various processing conditions and molecular mechanisms by which carbohydrates affect the functionalities of MPs can introduce new perspectives for design and production of muscle-based foods. However, there is no insightful and comprehensive summary of the structural, physicochemical and functional characteristics changes of MPs induced by glycosylation modification and how these changes can be adopted to potentially promote the science-based development of tailor-made muscle foods. Based on this, the functionalities of MPs as well as their practical limiting issues are initially highlighted. A comprehensive overview of fabrication strategies is then introduced. Additionally, changes in the structural and functional properties of MPs regulated by glycosylation have also been carefully summarized. On this basis, the research limitations to be solved and our perspectives for the future development of muscle-based foods are put forward.
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Affiliation(s)
- Yujuan Xu
- School of Food and Biological Engineering, Hefei University of Technology, Hefei, China
- Engineering Research Center of Bio-process, Ministry of Education, Hefei University of Technology, Hefei, China
| | - Xinglian Xu
- Key Laboratory of Meat Processing and Quality Control, Ministry of Education and College of Food Science and Technology, Nanjing Agricultural University, Nanjing, Jiangsu, China
| | - Baocai Xu
- School of Food and Biological Engineering, Hefei University of Technology, Hefei, China
- Engineering Research Center of Bio-process, Ministry of Education, Hefei University of Technology, Hefei, China
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13
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Latoch A, Stasiak DM, Junkuszew A. Combined Effect of Acid Whey Addition and Ultrasonic Treatment on the Chemical and Microbiological Stability of Lamb Stuffing. Foods 2023; 12:foods12071379. [PMID: 37048200 PMCID: PMC10093166 DOI: 10.3390/foods12071379] [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: 02/28/2023] [Revised: 03/20/2023] [Accepted: 03/22/2023] [Indexed: 04/14/2023] Open
Abstract
The microbiological and chemical stability of stuffing is crucial in meat processing. Small ruminant (lamb) meat has many nutritional advantages (fatty acid composition and ratio, high biological value of protein, source of zinc, and selenium) but is poorly utilized in processing. In this experiment, we determined the effects of physical (sonication), chemical (salt, curing salt, and air access), and microbiological (acid whey) factors on the microbiological and chemical stability of lamb meat stuffing. Proximate composition and fatty acids profile, pH, water activity, lipid oxidation, color parameters, and microbiology examinations were performed in fresh meat stuffing and on the fifth day of refrigerated storage. Ultrasound treatment of the meat with whey reduced its acidity and increased the oxidative stability of fats but did not modify the water activity and color of the stuffing. Stuffing sonication did not affect the growth of LAB but reduced the number of Entereobacteriace, especially in the presence of whey and salt. The treatment of lamb meat stuffing with low-frequency and medium-intensity ultrasound assisted by the addition of acid whey and salt is a technique conducive to reducing the use of nitrates in meat technology and their consumption by consumers.
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Affiliation(s)
- Agnieszka Latoch
- Department of Animal Food Technology, University of Life Sciences in Lublin, 20-400 Lublin, Poland
| | - Dariusz M Stasiak
- Department of Animal Food Technology, University of Life Sciences in Lublin, 20-400 Lublin, Poland
| | - Andrzej Junkuszew
- Department of Animal Breeding and Agricultural Consulting, University of Life Sciences in Lublin, 20-400 Lublin, Poland
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14
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Yu L, Braesco V, Cooper SL, Drewnowski A, Esteves BH, Budelli AL. The Kraft Heinz Company global nutrition targets for the innovation and reformulation of food and beverages: Current and future directions. Front Nutr 2023; 10:1104617. [PMID: 36819696 PMCID: PMC9931893 DOI: 10.3389/fnut.2023.1104617] [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: 11/21/2022] [Accepted: 01/11/2023] [Indexed: 02/05/2023] Open
Abstract
Reformulating packaged foods has the potential to improve the nutrient density of the global diet. The present perspective illustrates The Kraft Heinz Company's approach to product (re)formulation to develop healthier product lines that are lower in saturated fats, total sugars, and sodium, and contain health promoting components. Here we present the rationale for The Kraft Heinz Company's global nutrition targets used for the global innovation and renovation of foods and beverages. The global nutrition targets use a category specific approach to set maximum levels for the main nutrients of public health concern: saturated fat, total sugars and sodium, taking into account product characteristics (typical portion size, eating occasion, role in the diet, etc.) as well as regulatory, technological, sensory and safety constraints. Benchmarking examples illustrate how the nutrition targets are positioned within the United States, France, and Australia. These global nutrition targets serve as part of The Kraft Heinz Company's environmental, social and governance nutrition commitments and demonstrates how the food industry is improving the nutritional value of packaged foods and beverages both now and into the future.
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Affiliation(s)
- Lynn Yu
- The Kraft Heinz Company, Chicago, IL, United States,*Correspondence: Lynn Yu, ✉
| | | | - Sheri L. Cooper
- School of Medical and Health Sciences, Edith Cowan University, Joondalup, WA, Australia
| | - Adam Drewnowski
- Center for Public Health Nutrition, University of Washington, Seattle, WA, United States
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15
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Gu S, Zhu Q, Zhou Y, Wan J, Liu L, Zhou Y, Chen D, Huang Y, Chen L, Zhong X. Effect of Ultrasound Combined with Glycerol-Mediated Low-Sodium Curing on the Quality and Protein Structure of Pork Tenderloin. Foods 2022; 11:3798. [PMID: 36496606 PMCID: PMC9737799 DOI: 10.3390/foods11233798] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/26/2022] [Revised: 11/18/2022] [Accepted: 11/21/2022] [Indexed: 11/27/2022] Open
Abstract
Considering the hazards of high salt intake and the current status of research on low-sodium meat products, this study was to analyze the effect of ultrasound combined with glycerol-mediated low-sodium salt curing on the quality of pork tenderloin by analyzing the salt content, water activity (aw), cooking loss, and texture. The results of scanning electron microscope (SEM) analysis, Raman spectroscopy, ultraviolet fluorescence, and surface hydrophobicity were proposed to reveal the mechanism of the effect of combined ultrasound and glycerol-mediated low sodium salt curing on the quality characteristics of pork tenderloin. The results showed that the co-mediated curing could reduce salt content, aw, and cooking loss (p < 0.05), improve texture and enhance product quality. Compared with the control group, the co-mediated curing increased the solubility of the myofibrillar protein, improved the surface hydrophobicity of the protein, increased the content of reactive sulfhydryl groups (p < 0.05), and changed the protein structure. The SEM results showed that the products treated using a co-mediated curing process had a more detailed and uniform pore distribution. These findings provide new insights into the quality of ultrasonic-treated and glycerol-mediated low-salt cured meat products.
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Affiliation(s)
- Sha Gu
- School of Liquor and Food Engineering, Guizhou University, Guiyang 550025, China
- Key Laboratory of Agricultural and Animal Products Store and Processing of Guizhou Province, Guiyang 550025, China
| | - Qiujin Zhu
- School of Liquor and Food Engineering, Guizhou University, Guiyang 550025, China
- Key Laboratory of Agricultural and Animal Products Store and Processing of Guizhou Province, Guiyang 550025, China
- Key Laboratory of Plant Resource Conservation and Germplasm Innovation in Mountainous Region, Ministry of Education, College of Life Sciences, Guizhou University, Guiyang 550025, China
| | - Ying Zhou
- School of Liquor and Food Engineering, Guizhou University, Guiyang 550025, China
- Key Laboratory of Agricultural and Animal Products Store and Processing of Guizhou Province, Guiyang 550025, China
| | - Jing Wan
- School of Liquor and Food Engineering, Guizhou University, Guiyang 550025, China
- Key Laboratory of Agricultural and Animal Products Store and Processing of Guizhou Province, Guiyang 550025, China
- Key Laboratory of Plant Resource Conservation and Germplasm Innovation in Mountainous Region, Ministry of Education, College of Life Sciences, Guizhou University, Guiyang 550025, China
| | - Linggao Liu
- School of Liquor and Food Engineering, Guizhou University, Guiyang 550025, China
- Key Laboratory of Agricultural and Animal Products Store and Processing of Guizhou Province, Guiyang 550025, China
| | - Yeling Zhou
- School of Liquor and Food Engineering, Guizhou University, Guiyang 550025, China
- Key Laboratory of Agricultural and Animal Products Store and Processing of Guizhou Province, Guiyang 550025, China
| | - Dan Chen
- School of Liquor and Food Engineering, Guizhou University, Guiyang 550025, China
- Key Laboratory of Agricultural and Animal Products Store and Processing of Guizhou Province, Guiyang 550025, China
| | - Yanpei Huang
- School of Liquor and Food Engineering, Guizhou University, Guiyang 550025, China
- Key Laboratory of Agricultural and Animal Products Store and Processing of Guizhou Province, Guiyang 550025, China
| | - Li Chen
- School of Liquor and Food Engineering, Guizhou University, Guiyang 550025, China
- Key Laboratory of Agricultural and Animal Products Store and Processing of Guizhou Province, Guiyang 550025, China
| | - Xiaolin Zhong
- School of Liquor and Food Engineering, Guizhou University, Guiyang 550025, China
- Key Laboratory of Agricultural and Animal Products Store and Processing of Guizhou Province, Guiyang 550025, China
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