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Li M, Zhang X, Yin Y, Li J, Qu C, Liu L, Zhang Y, Zhu Q, Wang S. Perspective of sodium reduction based on endogenous proteases via the strategy of sodium replacement in conjunction with mediated-curing. Crit Rev Food Sci Nutr 2024; 64:9353-9364. [PMID: 37216477 DOI: 10.1080/10408398.2023.2212287] [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: 05/24/2023]
Abstract
NaCl is the main curing agent in dry-cured meat products, and a large amount of NaCl addition leads to high salt content of final products. Salt content and composition are important factors affecting the activity of endogenous proteases, which in turn could affect proteolysis as well as the quality of dry-cured meat products. With the increasing emphasis on the relationship between diet and health, reducing sodium content without sacrificing quality and safety of products is a great challenge for dry-cured meat industry. In this review, the change of endogenous proteases activity during processing, the potential relationship between sodium reduction strategy, endogenous proteases activity, and quality were summarized and discussed. The results showed that sodium replacement strategy and mediated-curing had a complementary advantage in influencing endogenous proteases activity. In addition, mediated-curing had the potential to salvage the negative effects of sodium substitution by affecting endogenous proteases. Based on the results, a sodium reduction strategy that sodium replacement in conjunction with mediated-curing based on endogenous proteases was proposed for the future perspective.
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Affiliation(s)
- Mingming Li
- China Meat Research Center, Beijing, China
- School of Liquor & Food Engineering, Guizhou University/Guizhou Provincial Key Laboratory of Agricultural and Animal Products Storage and Processing, Guiyang, China
| | - Xin Zhang
- China Meat Research Center, Beijing, China
- Beijing Academy of Food Sciences, Beijing, China
| | - Yantao Yin
- School of Liquor & Food Engineering, Guizhou University/Guizhou Provincial Key Laboratory of Agricultural and Animal Products Storage and Processing, Guiyang, China
| | - Jiapeng Li
- China Meat Research Center, Beijing, China
- Beijing Academy of Food Sciences, Beijing, China
| | - Chao Qu
- China Meat Research Center, Beijing, China
- Beijing Academy of Food Sciences, Beijing, China
| | - Linggao Liu
- School of Liquor & Food Engineering, Guizhou University/Guizhou Provincial Key Laboratory of Agricultural and Animal Products Storage and Processing, Guiyang, China
| | | | - Qiujin Zhu
- School of Liquor & Food Engineering, Guizhou University/Guizhou Provincial Key Laboratory of Agricultural and Animal Products Storage and Processing, Guiyang, China
| | - Shouwei Wang
- China Meat Research Center, Beijing, China
- Beijing Academy of Food Sciences, Beijing, China
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2
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Belguith K, Jrad Z, Oussaief O, Debara M, Bouhemda T, Sebii H, Hammadi M, El Hatmi H. Reformulation of Tunisian Sun-Dried Merguez with Camel Meat: Characterization of Physicochemical and Compositional Changes in Organic Acids, Fatty Acids, Volatile Compounds, and Minerals. Foods 2024; 13:1032. [PMID: 38611337 PMCID: PMC11011335 DOI: 10.3390/foods13071032] [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: 12/20/2023] [Revised: 02/28/2024] [Accepted: 02/28/2024] [Indexed: 04/14/2024] Open
Abstract
Traditional sun-dried merguez is an authentic Tunisian dried sausage made with a large number of spices and herbs, which was reformulated in this study with camel meat and hump fat and dried as in the artisanal process. This research studied the physicochemical, microbiological, and chemical compositional changes that occurred in fresh camel merguez (FCM) after 12 days of drying to achieve traditional dried camel merguez (DCM). The results showed significant weight loss (54.1%), as well as significant decreases in pH (5.20-4.97), moisture (60.5-12.3%), and water activity (0.986-0.673). These results and the acceptable microbiological quality of DCM can explain the safety of traditionally practiced long-term storage at room temperature. All chemical compositions increased upon drying. The composition of DCM included several organic acids, mainly lactate (2820 mg.kg-1); diverse unsaturated fatty acids, in particular oleic acid (33.2%); and various minerals, specifically iron (8 mg per 100 g), in addition to volatile compounds impacted by herbs and spices rich in terpenes (56.3%). These results can be useful for investing in indigenous products and promoting the exploitation of camel meat.
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Affiliation(s)
- Khaoula Belguith
- Physiopathology, Food and Biomolecules Laboratory (LR17ES03), Higher Institute of Biotechnology Sidi Thabet, University of Manouba, Ariana 2020, Tunisia
| | - Zeineb Jrad
- Livestock and Wildlife Laboratory (LR16IRA04), Institute of Arid Land, University of Gabes, Medenine 4100, Tunisia (M.H.); (H.E.H.)
| | - Olfa Oussaief
- Livestock and Wildlife Laboratory (LR16IRA04), Institute of Arid Land, University of Gabes, Medenine 4100, Tunisia (M.H.); (H.E.H.)
| | - Mohamed Debara
- Central Laboratory, Institute of Arid Land, University of Gabes, Medenine 4100, Tunisia; (M.D.)
| | - Talel Bouhemda
- Central Laboratory, Institute of Arid Land, University of Gabes, Medenine 4100, Tunisia; (M.D.)
| | - Haifa Sebii
- Laboratory of Analysis Valorization and Food Safety, National Engineering School of Sfax, University of Sfax, Sfax 3038, Tunisia
| | - Mohamed Hammadi
- Livestock and Wildlife Laboratory (LR16IRA04), Institute of Arid Land, University of Gabes, Medenine 4100, Tunisia (M.H.); (H.E.H.)
| | - Halima El Hatmi
- Livestock and Wildlife Laboratory (LR16IRA04), Institute of Arid Land, University of Gabes, Medenine 4100, Tunisia (M.H.); (H.E.H.)
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3
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Fusco V, Chieffi D, Fanelli F, Montemurro M, Rizzello CG, Franz CMAP. The Weissella and Periweissella genera: up-to-date taxonomy, ecology, safety, biotechnological, and probiotic potential. Front Microbiol 2023; 14:1289937. [PMID: 38169702 PMCID: PMC10758620 DOI: 10.3389/fmicb.2023.1289937] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/06/2023] [Accepted: 11/14/2023] [Indexed: 01/05/2024] Open
Abstract
Bacteria belonging to the genera Weissella and Periweissella are lactic acid bacteria, which emerged in the last decades for their probiotic and biotechnological potential. In 2015, an article reviewing the scientific literature till that date on the taxonomy, ecology, and biotechnological potential of the Weissella genus was published. Since then, the number of studies on this genus has increased enormously, several novel species have been discovered, the taxonomy of the genus underwent changes and new insights into the safety, and biotechnological and probiotic potential of weissellas and periweissellas could be gained. Here, we provide an updated overview (from 2015 until today) of the taxonomy, ecology, safety, biotechnological, and probiotic potential of these lactic acid bacteria.
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Affiliation(s)
- Vincenzina Fusco
- National Research Council, Institute of Sciences of Food Production (CNR-ISPA), Bari, Italy
| | - Daniele Chieffi
- National Research Council, Institute of Sciences of Food Production (CNR-ISPA), Bari, Italy
| | - Francesca Fanelli
- National Research Council, Institute of Sciences of Food Production (CNR-ISPA), Bari, Italy
| | - Marco Montemurro
- National Research Council, Institute of Sciences of Food Production (CNR-ISPA), Bari, Italy
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4
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Zioud A, Hajji W, Lobón S, Joy M, Bertolin JR, Smeti S, Chabbouh M, Bellagha S, Essid I. Effects of Drying Methods on Chemical Composition, Lipid Oxidation, and Fatty Acid Profile of a Traditional Dried Meat Kaddid. Foods 2023; 12:3837. [PMID: 37893730 PMCID: PMC10606977 DOI: 10.3390/foods12203837] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/16/2023] [Revised: 09/15/2023] [Accepted: 09/20/2023] [Indexed: 10/29/2023] Open
Abstract
This work aimed to study the effect of three drying methods, namely sun-drying (SD) (T = 32 °C), continuous convective drying (CCD) (T = 35 ± 2 °C) and interval starting accessibility Drying (ISAD) (T = 35 ± 2 °C) with an active time of 30 s (ton) and a tempering time of 60 s (toff), on selected quality characteristics of a traditional dry-salted meat product known as "kaddid". The analyses of chemical composition, lipid oxidation and fatty acid profile of kaddid were carried out before and after 45 days of storage (t = 0 vs. t = 45) at ambient temperature. Chemical composition and lipid oxidation (TBARS) of kaddid were affected by the drying methods. The CCD samples showed the lowest level of lipid oxidation. Protein content was better preserved via the ISAD method (7.27 g/kg DM). The fatty acid profile revealed the lowest mono-unsaturated fatty acid content in the ISAD samples; however, no significant difference was observed between the drying processes for the total poly-unsaturated fatty acid content. The storage period led to a significant decrease in the SFA values of CCD and ISAD samples against an increase in the MUFA ones. ISAD appeared to be a promising drying mode with a lower effective drying time and a good product quality preservation.
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Affiliation(s)
- Amira Zioud
- UR-PATIO (UR17AGR01), National Institute of Agronomy of Tunisia (INAT), University of Carthage, 43 Avenue Charles Nicole, Tunis 1082, Tunisia; (W.H.); (M.C.); (S.B.); (I.E.)
| | - Wafa Hajji
- UR-PATIO (UR17AGR01), National Institute of Agronomy of Tunisia (INAT), University of Carthage, 43 Avenue Charles Nicole, Tunis 1082, Tunisia; (W.H.); (M.C.); (S.B.); (I.E.)
| | - Sandra Lobón
- AgriFood Research and Technology Centre of Aragon (CITA-Aragón), The AgriFood Institute of Aragón-IA2, CITA-University of Zaragoza, Avda, Montañana, 50059 Zaragoza, Spain; (S.L.); (M.J.); (J.R.B.)
| | - Margalida Joy
- AgriFood Research and Technology Centre of Aragon (CITA-Aragón), The AgriFood Institute of Aragón-IA2, CITA-University of Zaragoza, Avda, Montañana, 50059 Zaragoza, Spain; (S.L.); (M.J.); (J.R.B.)
| | - Juan R. Bertolin
- AgriFood Research and Technology Centre of Aragon (CITA-Aragón), The AgriFood Institute of Aragón-IA2, CITA-University of Zaragoza, Avda, Montañana, 50059 Zaragoza, Spain; (S.L.); (M.J.); (J.R.B.)
| | - Samir Smeti
- Laboratoire de Productions Animales et Fourragères, INRA-Tunisia, University of Carthage, rue Hédi Karray, Ariana 2049, Tunisia;
| | - Meriem Chabbouh
- UR-PATIO (UR17AGR01), National Institute of Agronomy of Tunisia (INAT), University of Carthage, 43 Avenue Charles Nicole, Tunis 1082, Tunisia; (W.H.); (M.C.); (S.B.); (I.E.)
| | - Sihem Bellagha
- UR-PATIO (UR17AGR01), National Institute of Agronomy of Tunisia (INAT), University of Carthage, 43 Avenue Charles Nicole, Tunis 1082, Tunisia; (W.H.); (M.C.); (S.B.); (I.E.)
| | - Ines Essid
- UR-PATIO (UR17AGR01), National Institute of Agronomy of Tunisia (INAT), University of Carthage, 43 Avenue Charles Nicole, Tunis 1082, Tunisia; (W.H.); (M.C.); (S.B.); (I.E.)
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5
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Rossi F, Tucci P, Del Matto I, Marino L, Amadoro C, Colavita G. Autochthonous Cultures to Improve Safety and Standardize Quality of Traditional Dry Fermented Meats. Microorganisms 2023; 11:1306. [PMID: 37317280 DOI: 10.3390/microorganisms11051306] [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: 03/15/2023] [Revised: 05/12/2023] [Accepted: 05/15/2023] [Indexed: 06/16/2023] Open
Abstract
Traditional dry fermented meat products are obtained artisanally in many countries, where they represent a gastronomic heritage well distinguished from industrial counterparts. This food category is most often obtained from red meat, a food commodity that is under attack because of evidence of increased risk of cancer and degenerative diseases with high consumption. However, traditional fermented meat products are intended for moderate consumption and gastronomic experience, and, as such, their production must be continued, which would also help safeguard the culture and economy of the geographical areas of origin. In this review, the main risks attributed to these products are considered, and how these risks are reduced by the application of autochthonous microbial cultures is highlighted by reviewing studies reporting the effects of autochthonous lactic acid bacteria (LAB), coagulase negative staphylococci (CNS), Debaryomyces hansenii and Penicillium nalgiovense on microbiological and chemical safety and on sensory attributes. The role of dry fermented sausages as a source of microorganisms that can be beneficial to the host is also considered. From the results of the studies reviewed here it appears that the development of autochthonous cultures for these foods can ensure safety and stabilize sensory characteristics and has the capacity to be extended to a larger variety of traditional products.
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Affiliation(s)
- Franca Rossi
- Istituto Zooprofilattico Sperimentale dell'Abruzzo e Molise (IZSAM), Sezione di Campobasso, 86100 Campobasso, Italy
| | - Patrizia Tucci
- Istituto Zooprofilattico Sperimentale dell'Abruzzo e Molise (IZSAM), Sezione di Campobasso, 86100 Campobasso, Italy
| | - Ilaria Del Matto
- Istituto Zooprofilattico Sperimentale dell'Abruzzo e Molise (IZSAM), Sezione di Campobasso, 86100 Campobasso, Italy
| | - Lucio Marino
- Istituto Zooprofilattico Sperimentale dell'Abruzzo e Molise (IZSAM), Sezione di Campobasso, 86100 Campobasso, Italy
| | - Carmela Amadoro
- Dipartimento di Medicina e Scienze della Salute "V. Tiberio", Università degli Studi del Molise, 86100 Campobasso, Italy
| | - Giampaolo Colavita
- Dipartimento di Medicina e Scienze della Salute "V. Tiberio", Università degli Studi del Molise, 86100 Campobasso, Italy
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6
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A Review on Antimicrobial Packaging for Extending the Shelf Life of Food. Processes (Basel) 2023. [DOI: 10.3390/pr11020590] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/17/2023] Open
Abstract
Food packaging systems are continually impacted by the growing demand for minimally processed foods, changing eating habits, and food safety risks. Minimally processed foods are prone to the growth of harmful microbes, compromising quality and safety. As a result, the need for improved food shelf life and protection against foodborne diseases alongside consumer preference for minimally processed foods with no or lesser synthetic additives foster the development of innovative technologies such as antimicrobial packaging. It is a form of active packaging that can release antimicrobial substances to suppress the activities of specific microorganisms, thereby improving food quality and safety during long-term storage. However, antimicrobial packaging continues to be a very challenging technology. This study highlights antimicrobial packaging concepts, providing different antimicrobial substances used in food packaging. We review various types of antimicrobial systems. Emphasis is given to the effectiveness of antimicrobial packaging in various food applications, including fresh and minimally processed fruit and vegetables and meat and dairy products. For the development of antimicrobial packaging, several approaches have been used, including the use of antimicrobial sachets inside packaging, packaging films, and coatings incorporating active antimicrobial agents. Due to their antimicrobial activity and capacity to extend food shelf life, regulate or inhibit the growth of microorganisms and ultimately reduce the potential risk of health hazards, natural antimicrobial agents are gaining significant importance and attention in developing antimicrobial packaging systems. Selecting the best antimicrobial packaging system for a particular product depends on its nature, desired shelf life, storage requirements, and legal considerations. The current review is expected to contribute to research on the potential of antimicrobial packaging to extend the shelf life of food and also serves as a good reference for food innovation information.
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7
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Immune System and Epidemics: The Role of African Indigenous Bioactive Substances. Nutrients 2023; 15:nu15020273. [PMID: 36678143 PMCID: PMC9864875 DOI: 10.3390/nu15020273] [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: 12/10/2022] [Revised: 12/28/2022] [Accepted: 12/29/2022] [Indexed: 01/06/2023] Open
Abstract
With over 6 million coronavirus pandemic deaths, the African continent reported the lowest death rate despite having a high disease burden. The African community's resilience to the pandemic has been attributed to climate and weather conditions, herd immunity, repeated exposure to infectious organisms that help stimulate the immune system, and a disproportionately large youth population. In addition, functional foods, herbal remedies, and dietary supplements contain micronutrients and bioactive compounds that can help boost the immune system. This review identified significant traditional fermented foods and herbal remedies available within the African continent with the potential to boost the immune system in epidemics and pandemics. Methodology: Databases, such as PubMed, the Web of Science, and Scopus, were searched using relevant search terms to identify traditional African fermented foods and medicinal plants with immune-boosting or antiviral capabilities. Cereal-based fermented foods, meat-, and fish-based fermented foods, and dairy-based fermented foods containing antioxidants, immunomodulatory effects, probiotics, vitamins, and peptides were identified and discussed. In addition, nine herbal remedies and spices belonging to eight plant families have antioxidant, immunomodulatory, anti-inflammatory, neuroprotective, hepatoprotective, cardioprotective, and antiviral properties. Peptides, flavonoids, alkaloids, sterols, ascorbic acid, minerals, vitamins, and saponins are some of the bioactive compounds in the remedies. Bioactive compounds in food and plants significantly support the immune system and help increase resistance against infectious diseases. The variety of food and medicinal plants found on the African continent could play an essential role in providing community resilience against infectious diseases during epidemics and pandemics. The African continent should investigate nutritional, herbal, and environmental factors that support healthy living and longevity.
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8
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Mediani A, Hamezah HS, Jam FA, Mahadi NF, Chan SXY, Rohani ER, Che Lah NH, Azlan UK, Khairul Annuar NA, Azman NAF, Bunawan H, Sarian MN, Kamal N, Abas F. A comprehensive review of drying meat products and the associated effects and changes. Front Nutr 2022; 9:1057366. [PMID: 36518998 PMCID: PMC9742493 DOI: 10.3389/fnut.2022.1057366] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/29/2022] [Accepted: 11/11/2022] [Indexed: 08/13/2023] Open
Abstract
Preserving fresh food, such as meat, is significant in the effort of combating global food scarcity. Meat drying is a common way of preserving meat with a rich history in many cultures around the globe. In modern days, dried meat has become a well enjoyed food product in the market because of its long shelf-life, taste and health benefits. This review aims to compile information on how the types of meat, ingredients and the used drying technologies influence the characteristics of dried meat in physicochemical, microbial, biochemical and safety features along with technological future prospects in the dried meat industry. The quality of dried meat can be influenced by a variety of factors, including its production conditions and the major biochemical changes that occur throughout the drying process, which are also discussed in this review. Additionally, the sensory attributes of dried meat are also reviewed, whereby the texture of meat and the preference of the market are emphasized. There are other aspects and concerning issues that are suggested for future studies. It is well-known that reducing the water content in meat helps in preventing microbial growth, which in turn prevents the presence of harmful substances in meat. However, drying the meat can change the characteristics of the meat itself, making consumers concerned on whether dried meat is safe to be consumed on a regular basis. It is important to consider the role of microbial enzymes and microbes in the preservation of their flavor when discussing dried meats and dried meat products. The sensory, microbiological, and safety elements of dried meat are also affected by these distinctive changes, which revolve around customer preferences and health concerns, particularly how drying is efficient in eliminating/reducing hazardous bacteria from the fish. Interestingly, some studies have concentrated on increasing the efficiency of dried meat production to produce a safer range of dried meat products with less effort and time. This review compiled important information from all available online research databases. This review may help the food sector in improving the efficiency and safety of meat drying, reducing food waste, while maintaining the quality and nutritional content of dried meat.
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Affiliation(s)
- Ahmed Mediani
- Institute of Systems Biology, Universiti Kebangsaan Malaysia (UKM), Bangi, Selangor, Malaysia
| | | | | | | | - Sharon Xi Ying Chan
- Faculty of Science, Universiti Teknologi Malaysia, Johor Bahru, Johor, Malaysia
| | | | - Noor Hanini Che Lah
- Institute of Systems Biology, Universiti Kebangsaan Malaysia (UKM), Bangi, Selangor, Malaysia
| | - Ummi Kalthum Azlan
- Institute of Systems Biology, Universiti Kebangsaan Malaysia (UKM), Bangi, Selangor, Malaysia
| | | | - Nur Aida Fatin Azman
- Faculty of Information Science and Technology, Multimedia University, Malacca, Malaysia
| | - Hamidun Bunawan
- Institute of Systems Biology, Universiti Kebangsaan Malaysia (UKM), Bangi, Selangor, Malaysia
| | - Murni Nazira Sarian
- Institute of Systems Biology, Universiti Kebangsaan Malaysia (UKM), Bangi, Selangor, Malaysia
| | - Nurkhalida Kamal
- Institute of Systems Biology, Universiti Kebangsaan Malaysia (UKM), Bangi, Selangor, Malaysia
| | - Faridah Abas
- Department of Food Science, Faculty of Food Science and Technology, Universiti Putra Malaysia, Serdang, Selangor, Malaysia
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9
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Arnaud E, Collignan A, Courtois F. Drying model for small tumbled beef pieces (
biltong
) at ambient and mild air temperatures. J FOOD PROCESS ENG 2021. [DOI: 10.1111/jfpe.13912] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Affiliation(s)
- Elodie Arnaud
- CIRAD, UMR QualiSud Montpellier France
- Qualisud, University of Montpellier, Avignon Université, CIRAD, Institut Agro, IRD, Université de La Réunion Montpellier France
| | - Antoine Collignan
- Qualisud, University of Montpellier, Avignon Université, CIRAD, Institut Agro, IRD, Université de La Réunion Montpellier France
| | - Francis Courtois
- Qualisud, University of Montpellier, Avignon Université, CIRAD, Institut Agro, IRD, Université de La Réunion Montpellier France
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10
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Han Y, Chen W, Sun Z. Antimicrobial activity and mechanism of limonene against
Staphylococcus aureus. J Food Saf 2021. [DOI: 10.1111/jfs.12918] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/30/2022]
Affiliation(s)
- Yingjie Han
- College of Food Sciences & Engineering, Hainan University Haikou China
| | - Wenxue Chen
- College of Food Sciences & Engineering, Hainan University Haikou China
| | - Zhichang Sun
- College of Food Sciences & Engineering, Hainan University Haikou China
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11
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Leng T, Li F, Chen Y, Tang L, Xie J, Yu Q. Fast quantification of total volatile basic nitrogen (TVB-N) content in beef and pork by near-infrared spectroscopy: Comparison of SVR and PLS model. Meat Sci 2021; 180:108559. [PMID: 34049182 DOI: 10.1016/j.meatsci.2021.108559] [Citation(s) in RCA: 19] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/14/2020] [Revised: 05/10/2021] [Accepted: 05/11/2021] [Indexed: 11/28/2022]
Abstract
With application of PLS regression and SVR, quantitation models of near infrared diffuse reflectance spectroscopy were established for the first time to predict the content of volatile basic nitrogen (TVB-N) content in beef and pork. Results indicated that the best PLS model based on the raw spectra showed an excellent prediction performance with a high value of correlation coefficient at 0.9366 and a low root-mean-square error of prediction value of 3.15, and none of those pretreatment methods could improve the prediction performance of the PLS model. Moreover, comparatively the model obtained by SVR showed inferior quantitative predictive ability (R = 0.8314, RMSEP = 4.61). Analysis on VIP selected wavelengths inferred amino bond containing compounds and lipid may play important roles in the development of PLS models for TVB-N. Results from this study demonstrated the potential of using NIR spectroscopy and PLS for the prediction of TVB-N in beef and pork while more efforts are required to improve the performance of SVR models.
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Affiliation(s)
- Tuo Leng
- State Key Laboratory of Food Science and Technology, Nanchang University, Nanchang 330047, People's Republic of China
| | - Feng Li
- State Key Laboratory of Food Science and Technology, Nanchang University, Nanchang 330047, People's Republic of China
| | - Yi Chen
- State Key Laboratory of Food Science and Technology, Nanchang University, Nanchang 330047, People's Republic of China.
| | - Lijun Tang
- Food Inspection and Testing Institute of Jiangxi Province, Nanchang 330046, People's Republic of China
| | - Jianhua Xie
- State Key Laboratory of Food Science and Technology, Nanchang University, Nanchang 330047, People's Republic of China
| | - Qiang Yu
- State Key Laboratory of Food Science and Technology, Nanchang University, Nanchang 330047, People's Republic of China
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