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Lara-Parra AI, Hernández-Hernández AA, Jaguey-Hernández Y, Jiménez-Osorio AS, Castañeda-Ovando A, Aguilar-Arteaga K, Añorve-Morga J. Exploring alternative sources of protein in food: Trends in nutrient and functional features. Food Res Int 2025; 208:116224. [PMID: 40263795 DOI: 10.1016/j.foodres.2025.116224] [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: 11/20/2024] [Revised: 02/13/2025] [Accepted: 03/11/2025] [Indexed: 04/24/2025]
Abstract
Proteins are essential biomolecules that perform critical roles in various biological processes, such as building and repairing tissues, transporting substances, signaling hormones, and providing protection. Traditional methods of meeting human protein needs, primarily through animal farming, have significant negative impacts on the environment. In many low-income countries, protein requirements often go unmet due to the high costs associated with animal farming. Additionally, the rise in food allergies has become a serious health concern, highlighting the need for alternative protein sources that cater to individuals sensitive to traditional proteins. As the world's population is projected to reach around nine billion by 2050, there are growing concerns that conventional protein sources may not be sufficient to meet the increasing demand. This situation has led to heightened interest in alternative protein sources that can fulfill nutritional needs without the drawbacks associated with traditional meat consumption. This systematic review aims to explore non-traditional dietary protein sources, focusing on their nutritional and some techno-functional characteristics reported. These sources may include a variety of options such as animals (both vertebrates and invertebrates), plants (like leaves, seeds, and legumes), algae, fungi, and by-products from the food industry.
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Affiliation(s)
- A I Lara-Parra
- Universidad Autónoma del Estado de Hidalgo, Chemistry Department, Mineral de la Reforma 42184, Hidalgo, Mexico
| | - A A Hernández-Hernández
- Universidad Politécnica de Francisco I. Madero, Agroindustry Engineering Department, Francisco I. Madero 42660, Hidalgo, Mexico
| | - Y Jaguey-Hernández
- Universidad Autónoma del Estado de Hidalgo, Institute of Health Sciences, San Agustín Tlaxiaca 42160, Hidalgo, Mexico
| | - A S Jiménez-Osorio
- Universidad Autónoma del Estado de Hidalgo, Institute of Health Sciences, San Agustín Tlaxiaca 42160, Hidalgo, Mexico
| | - A Castañeda-Ovando
- Universidad Autónoma del Estado de Hidalgo, Chemistry Department, Mineral de la Reforma 42184, Hidalgo, Mexico.
| | - K Aguilar-Arteaga
- Universidad Politécnica de Francisco I. Madero, Agroindustry Engineering Department, Francisco I. Madero 42660, Hidalgo, Mexico
| | - J Añorve-Morga
- Universidad Autónoma del Estado de Hidalgo, Chemistry Department, Mineral de la Reforma 42184, Hidalgo, Mexico
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Tkaczewska J, Mungure T, Warner R. Is it still meat? The effects of replacing meat with alternative ingredients on the nutritional and functional properties of hybrid products: a review. Crit Rev Food Sci Nutr 2024:1-20. [PMID: 39579157 DOI: 10.1080/10408398.2024.2430750] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2024]
Abstract
Consumer interest in a shift toward moderating animal products in their diets (flexitarian) is constantly increasing. One way to meet this consumer demand is through hybrid meat products, defined as those in which a portion of the meat is substituted by plant protein. This review article aims to analyze literature regarding the impact of replacing meat proteins with other alternative proteins on the functional and nutritional properties of hybrid products. Different food matrices created by hybrid products have impact on the digestive processes and outcomes in vitro and in vivo, and the bioavailability of protein, lipid, and mineral nutrients is modified, hence these aspects are reviewed. The functional properties of hybrid products change with regard to type of alternative protein source used. In hybrid products, deficiencies in amino acids in alternative proteins are balanced by amino acids from meat proteins, resulting in wholesome products. Additionally, animal protein degrades into peptides in the gut which bind non-animal iron and increase the availability of iron from the alternative protein material. This relationship may support the development of hybrid products offering products with increased iron bioavailability and a previously unseen beneficial nutritional composition. The effects of alternative protein addition in hybrid meat products on protein and mineral digestibility remains unclear. More research is required to clarify the interaction of the protein-food matrix as well as its effects on digestibility. Very little research has been conducted on the oxidative stability and microbiological safety of hybrid products.
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Affiliation(s)
- Joanna Tkaczewska
- Department of Animal Product Technology, University of Agriculture in Kraków, Poland Kraków
- School of Agriculture, Food, and Ecosystem Sciences, University of Melbourne, Parkville, Australia
| | - Tanyaradzwa Mungure
- School of Agriculture, Food, and Ecosystem Sciences, University of Melbourne, Parkville, Australia
| | - Robyn Warner
- School of Agriculture, Food, and Ecosystem Sciences, University of Melbourne, Parkville, Australia
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Yan Y, Zhao K, Yang L, Liu N, Xu Y, Gai J, Xing G. Chromosome-level genome assembly and annotation of Clanis bilineata tsingtauica Mell (Lepidoptera: Sphingidae). Sci Data 2024; 11:1062. [PMID: 39349503 PMCID: PMC11443141 DOI: 10.1038/s41597-024-03853-5] [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: 02/08/2024] [Accepted: 09/02/2024] [Indexed: 10/02/2024] Open
Abstract
The soybean hawkmoth Clanis bilineata tsingtauica Mell (Lepidoptera, Sphingidae; CBT), as one of the main leaf-chewing pests of soybeans, has gained popularity as an edible insect in China recently due to its high nutritional value. However, high-quality genome of CBT remains unclear, which greatly limits further research. In the present study, we assembled a high-quality chromosome-level genome of CBT using PacBio HiFi reads and Hi-C technologies for the first time. The size of the assembled genome is 477.45 Mb with a contig N50 length of 17.43 Mb. After Hi-C scaffolding, the contigs were anchored to 29 chromosomes with a mapping rate of 99.61%. Benchmarking Universal Single-Copy Orthologues (BUSCO) completeness value is 99.49%. The genome contains 252.16 Mb of repeat elements and 14,214 protein-coding genes. In addition, chromosomal synteny analysis showed that the genome of CBT has a strong synteny with that of Manduca sexta. In conclusion, this high-quality genome provides an important resource for future studies of CBT and contributes to the development of integrated pest management strategies.
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Affiliation(s)
- Yulu Yan
- Laboratory of Biology and Genetics Improvement of Soybean, Ministry of Agriculture, Zhongshan Biological Breeding Laboratory (ZSBBL), National Innovation Platform for Soybean Breeding and Industry Education Integration, State Key Laboratory of Crop Genetics & Germplasm Enhancement and Utilization, Jiangsu Collaborative Innovation Center for Modern Crop Production, College of Agriculture, Nanjing Agricultural University, Nanjing, 210095, China
| | - Ke Zhao
- Laboratory of Biology and Genetics Improvement of Soybean, Ministry of Agriculture, Zhongshan Biological Breeding Laboratory (ZSBBL), National Innovation Platform for Soybean Breeding and Industry Education Integration, State Key Laboratory of Crop Genetics & Germplasm Enhancement and Utilization, Jiangsu Collaborative Innovation Center for Modern Crop Production, College of Agriculture, Nanjing Agricultural University, Nanjing, 210095, China
| | - Longwei Yang
- Laboratory of Biology and Genetics Improvement of Soybean, Ministry of Agriculture, Zhongshan Biological Breeding Laboratory (ZSBBL), National Innovation Platform for Soybean Breeding and Industry Education Integration, State Key Laboratory of Crop Genetics & Germplasm Enhancement and Utilization, Jiangsu Collaborative Innovation Center for Modern Crop Production, College of Agriculture, Nanjing Agricultural University, Nanjing, 210095, China
| | - Nan Liu
- Laboratory of Biology and Genetics Improvement of Soybean, Ministry of Agriculture, Zhongshan Biological Breeding Laboratory (ZSBBL), National Innovation Platform for Soybean Breeding and Industry Education Integration, State Key Laboratory of Crop Genetics & Germplasm Enhancement and Utilization, Jiangsu Collaborative Innovation Center for Modern Crop Production, College of Agriculture, Nanjing Agricultural University, Nanjing, 210095, China
| | - Yufei Xu
- Laboratory of Biology and Genetics Improvement of Soybean, Ministry of Agriculture, Zhongshan Biological Breeding Laboratory (ZSBBL), National Innovation Platform for Soybean Breeding and Industry Education Integration, State Key Laboratory of Crop Genetics & Germplasm Enhancement and Utilization, Jiangsu Collaborative Innovation Center for Modern Crop Production, College of Agriculture, Nanjing Agricultural University, Nanjing, 210095, China
| | - Junyi Gai
- Laboratory of Biology and Genetics Improvement of Soybean, Ministry of Agriculture, Zhongshan Biological Breeding Laboratory (ZSBBL), National Innovation Platform for Soybean Breeding and Industry Education Integration, State Key Laboratory of Crop Genetics & Germplasm Enhancement and Utilization, Jiangsu Collaborative Innovation Center for Modern Crop Production, College of Agriculture, Nanjing Agricultural University, Nanjing, 210095, China
| | - Guangnan Xing
- Laboratory of Biology and Genetics Improvement of Soybean, Ministry of Agriculture, Zhongshan Biological Breeding Laboratory (ZSBBL), National Innovation Platform for Soybean Breeding and Industry Education Integration, State Key Laboratory of Crop Genetics & Germplasm Enhancement and Utilization, Jiangsu Collaborative Innovation Center for Modern Crop Production, College of Agriculture, Nanjing Agricultural University, Nanjing, 210095, China.
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Li X, Guo M, Li K, Li S, Feng H, Fan J. Selection of host plants for production of Clanis bilineata (Lepidoptera: Sphingidae). PLoS One 2024; 19:e0303017. [PMID: 38913673 PMCID: PMC11195959 DOI: 10.1371/journal.pone.0303017] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/07/2023] [Accepted: 04/16/2024] [Indexed: 06/26/2024] Open
Abstract
Clanis bilineata Walker (Lepidoptera: Sphingidae), a burgeoning edible insect, is experiencing rising demand in China and other regions. Despite this interest, larval production is currently constrained by the limitations of artificial production technologies, particularly the selection of optimal host plants. This study rigorously evaluated the performance of C. bilineatha larvae on four main host plants: round-leaf soybean, pointed-leaf soybean, black locust, and kudzu. Preference tests demonstrated that the larvae were most attracted to black locust (34.76 ± 4.65%), with subsequent preferences for kudzu (25.00 ± 6.12%), round-leaf soybean (23.17 ± 2.79%), and pointed-leaf soybean (14.02 ± 4.74%). No significant preference differences were noted between round-leaf soybean and either black locust or kudzu. In feeding assays, the larvae exhibited a marked preference for round-leaf soybean (37.36 ± 0.81 g, total feeding amount for larvae), followed by kudzu (37.26 ± 0.82 g), pointed-leaf soybean (35.38 ± 1.31 g), and black locust (28.53 ± 0.81 g). When the larvae were fed on round-leaf soybean, they exhibited significantly higher survival rate (39.33 ± 0.90%), body weight (9.75 ± 0.07 g), total biomass (383.43 ± 7.35 g), pupation rate (87.78 ± 1.73%), and egg production (189.80 ± 1.06 eggs/female) compared to other hosts. These findings uncovered that round-leaf soybean significantly enhances larval performance, suggesting its potential for improving C. bilineata larval production and sustainability in cultivation systems.
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Affiliation(s)
- Xiaofeng Li
- Lianyungang Academy of Agricultural Sciences, Lianyungang, China
| | - Mingming Guo
- Lianyungang Academy of Agricultural Sciences, Lianyungang, China
| | - Kebin Li
- State Key Laboratory for Biology of Plant Diseases and Insect Pests, Institute of Plant Protection, Chinese Academy of Agricultural Sciences, Beijing, China
| | - Song Li
- Yichang Agricultural Product Quality and Safety Supervision and Testing Station, Yichang, China
| | - Honglin Feng
- Department of Entomology, Louisiana State University Agricultural Center, Baton Rouge, LA, United States of America
| | - Jiwei Fan
- Lianyungang Academy of Agricultural Sciences, Lianyungang, China
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Chen M, Kan J, Zhang Y, Zhao J, Lv C, Zhong B, Li C, Qin W. Combined Analysis of Metabolomics and Biochemical Changes Reveals the Nutritional and Functional Characteristics of Red Palm Weevil Rhynchophus ferrugineus (Coleoptera: Curculionidae) Larvae at Different Developmental Stages. INSECTS 2024; 15:294. [PMID: 38667424 PMCID: PMC11050521 DOI: 10.3390/insects15040294] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/07/2024] [Revised: 03/23/2024] [Accepted: 04/17/2024] [Indexed: 04/28/2024]
Abstract
In this study, the changes in the conventional nutrient and mineral compositions as well as the metabolomics characteristics of the red palm weevil (RPW) Rhynchophus ferrugineus Olivier (Curculionidae: Coleoptera) larvae at early (EL), middle (ML) and old (OL) developmental stages were investigated. Results showed that the EL and ML had the highest content of protein (53.87 g/100 g dw) and fat (67.95 g/100 g), respectively, and three kinds of RPW larvae were all found to be rich in unsaturated fatty acids (52.17-53.12%), potassium (5707.12-15,865.04 mg/kg) and phosphorus (2123.87-7728.31 mg/kg). In addition, their protein contained 17 amino acids with the largest proportion of glutamate. A total of 424 metabolites mainly including lipids and lipid-like molecules, organic acids and their derivatives, organic heterocycle compounds, alkaloids and their derivatives, etc. were identified in the RPW larvae. There was a significant enrichment in the ABC transport, citrate cycle (TCA cycle), aminoacyl-tRNA biosynthesis, and mTOR signaling pathways as the larvae grow according to the analysis results of the metabolic pathways of differential metabolites. The water extract of EL exhibited relatively higher hydroxyl, 2,2-diphenyl-1-pyrroline hydrochloride (DPPH) and 2,2'-azobis (3-ethylbenzothiazoline-6-sulfonic acid) (ABTS) radical-scavenging ability with the EC50 values of 1.12 mg/mL, 11.23 mg/mL, and 2.52 mg/mL, respectively. These results contribute to a better understanding of the compositional changes of the RPW larvae during its life cycle and provide a theoretical grounding for its deep processing and high-value utilization.
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Affiliation(s)
- Mengran Chen
- Key Laboratory of Green Prevention and Control of Tropical Plant Diseases and Pests of Ministry of Education, College of Tropical Agriculture and Forestry, Hainan University, Haikou 570228, China;
| | - Jintao Kan
- Hainan Engineering Center of Coconut Further Processing, Coconut Research Institute of Chinese Academy of Tropical Agricultural Sciences, Wenchang 571339, China; (J.K.); (J.Z.); (C.L.); (C.L.); (B.Z.)
| | - Yufeng Zhang
- Hainan Engineering Center of Coconut Further Processing, Coconut Research Institute of Chinese Academy of Tropical Agricultural Sciences, Wenchang 571339, China; (J.K.); (J.Z.); (C.L.); (C.L.); (B.Z.)
| | - Jinhao Zhao
- Hainan Engineering Center of Coconut Further Processing, Coconut Research Institute of Chinese Academy of Tropical Agricultural Sciences, Wenchang 571339, China; (J.K.); (J.Z.); (C.L.); (C.L.); (B.Z.)
| | - Chaojun Lv
- Hainan Engineering Center of Coconut Further Processing, Coconut Research Institute of Chinese Academy of Tropical Agricultural Sciences, Wenchang 571339, China; (J.K.); (J.Z.); (C.L.); (C.L.); (B.Z.)
| | - Baozhu Zhong
- Hainan Engineering Center of Coconut Further Processing, Coconut Research Institute of Chinese Academy of Tropical Agricultural Sciences, Wenchang 571339, China; (J.K.); (J.Z.); (C.L.); (C.L.); (B.Z.)
| | - Chaoxu Li
- Hainan Engineering Center of Coconut Further Processing, Coconut Research Institute of Chinese Academy of Tropical Agricultural Sciences, Wenchang 571339, China; (J.K.); (J.Z.); (C.L.); (C.L.); (B.Z.)
| | - Weiquan Qin
- Hainan Engineering Center of Coconut Further Processing, Coconut Research Institute of Chinese Academy of Tropical Agricultural Sciences, Wenchang 571339, China; (J.K.); (J.Z.); (C.L.); (C.L.); (B.Z.)
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6
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Qian L, Chen BJ, Gui FR, Qin Y, Deng P, Liao HJ. Nutritional and Feeding Adaptability of Clanis bilineata tsingtauica Larvae to Different Cultivars of Soybean, ( Glycine max). Foods 2023; 12:foods12081721. [PMID: 37107517 PMCID: PMC10137361 DOI: 10.3390/foods12081721] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/15/2023] [Revised: 04/13/2023] [Accepted: 04/16/2023] [Indexed: 04/29/2023] Open
Abstract
The larvae of Clanis bilineata tsingtauica, a special species of Chinese edible insect, are of great nutritional, medicinal and economic value to humans. This study aimed to clarify the effect of different soybean varieties (Guandou-3 (G3), Ruidou-1 (R1), September cold (SC)) on the nutritional quality and feeding selection behavior of C. bilineata tsingtauica larvae. The results showed that soybean isoleucine (Ile) and phenylalanine (Phe) were positively correlated with larval host selection (HS) and protein content. The order of soybean plants selected by C. bilineata tsingtauica larvae was R1 > SC > G3, and they selected R1 significantly higher than SC and G3 by 50.55% and 109.01%, respectively. The protein content of the larvae fed on R1 was also the highest among the three cultivars. In addition, a total of 17 volatiles belonging to 5 classes were detected from soybeans: aldehydes, esters, alcohols, ketones, and heterocyclic compounds. Pearson's analysis showed that soybean methyl salicylate was positively correlated with larval HS and their protein content, and soybean 3-octenol was negatively correlated with larval HS and their palmitic acid content. In conclusion, C. bilineata tsingtauica larvae are more adapted to R1 than to the other two soybean species. This study provides a theoretical basis for the production of more protein-rich C. bilineata tsingtauica in the food industry.
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Affiliation(s)
- Lei Qian
- Institute of Leisure Agriculture, Jiangsu Academy of Agricultural Sciences, Nanjing 210014, China
| | - Bo-Jian Chen
- College of Haide, Ocean University of China, Qingdao 266100, China
| | - Fu-Rong Gui
- State Key Laboratory of Conservation and Utilization of Biological Resources of Yunnan, College of Plant Protection, Yunnan Agricultural University, Kunming 650500, China
| | - Yi Qin
- Institute of Leisure Agriculture, Jiangsu Academy of Agricultural Sciences, Nanjing 210014, China
| | - Pan Deng
- Institute of Leisure Agriculture, Jiangsu Academy of Agricultural Sciences, Nanjing 210014, China
| | - Huai-Jian Liao
- Institute of Leisure Agriculture, Jiangsu Academy of Agricultural Sciences, Nanjing 210014, China
- College of Biotechnology, Jiangsu University of Science and Technology, Zhenjiang 212100, China
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Liu X, Yan Y, Liu N, Xu Y, Jiang H, Ye Z, Wang H, Gai J, Xing G. Evaluation of Rearing Factors Affecting Clanis bilineata tsingtauica Mell Larvae Fed by Susceptible Soybean Variety NN89-29 in Spring and Autumn Sowing. INSECTS 2022; 14:32. [PMID: 36661960 PMCID: PMC9865102 DOI: 10.3390/insects14010032] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 12/08/2022] [Revised: 12/21/2022] [Accepted: 12/21/2022] [Indexed: 06/17/2023]
Abstract
Clanis bilineata tsingtauica Mell is a nutritious edible insect. In the present study, soybean variety NN89-29 susceptible to leaf-feeding insects was used as the experiment material to evaluate the rearing factors affecting the production of C. bilineata tsingtauica in spring and autumn sowing. We artificially inoculated C. bilineata tsingtauica eggs to soybean plants, and the relevant indexes of larvae and soybean plants were recorded. The main results from spring sowing were as follows: (1) Larval number, single larval weight and plot-larval weight were all higher in the V6 stage (sixth trifoliolate) than those in the R3 stage (beginning pod) of inoculated eggs. (2) Larval number, single larval weight and plot-larval weight significantly decreased under higher planting density. Meanwhile, the soybean plant height and internode length increased, while the main stem node number of soybean decreased under higher planting density. (3) Single larval weight and plot-larval weight were not significantly affected by different numbers of eggs inoculated, but the larval number was significantly affected. Under autumn sowing conditions: (1) The larvae production and soybean plant growth were not significantly affected by covering the top of the net house with plastic film to isolate rainwater. (2) More eggs inoculated were associated with higher plot-larval weight. Conversely, fewer eggs inoculated resulted in a higher proportion of single larvae weight more than or equal to 6 g (≥6 g). Compared to spring sowing, the low biomass of autumn-sown soybean plants did not provide sufficient food for C. bilineata tsingtauica growth, and competition for food resulted in lower larval number, single larval weight and plot-larval weight.
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Interest in Insects as Food and Feed: It Does Not Wane in the Public Domain. Foods 2022. [PMCID: PMC9601936 DOI: 10.3390/foods11203184] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022] Open
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Mazur-Włodarczyk K, Gruszecka-Kosowska A. Sustainable or Not? Insights on the Consumption of Animal Products in Poland. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2022; 19:ijerph192013072. [PMID: 36293652 PMCID: PMC9603601 DOI: 10.3390/ijerph192013072] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/23/2022] [Revised: 10/08/2022] [Accepted: 10/09/2022] [Indexed: 05/12/2023]
Abstract
Animal products are one of the main constituents of the human diet. They are the main source of energy, proteins, microelements, and bioactive substances. The most popular negative health impacts linked with the consumption of animal products are obesity, atherosclerosis, heart attacks, and cancer. Apart from human health, consuming animal products is also controversial lately, due to farm animals' well-being and environmental protection issues. Thus, within the context of sustainability, the consumption trends of animal products were investigated through our on-line questionnaire surveys. The following animal products were involved in the survey: unprocessed meat (pork, beef, lamb, veal, mutton, chicken, duck, goose, turkey), processed meat (cold-cuts, sausages, pates), fish products, and eggs. Our research concluded that consumption among respondents with higher education was unsustainable for both unprocessed and processed meat, as eating habits in terms of type and quantity of consumed meat indicated respondents' unawareness. The consumption of fish products was also revealed as unsustainable regarding the quantity of fish consumed in terms of its beneficial nutritional values. Egg consumption was revealed as the most sustainable among the investigated animal products. However, insignificant egg consumption among the respondents showed the actual need of social education in terms of the current knowledge regarding the beneficial aspects of eggs.
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Affiliation(s)
- Katarzyna Mazur-Włodarczyk
- Faculty of Economics and Management, Opole University of Technology, 7 Luboszycka St., 45-036 Opole, Poland
- Correspondence:
| | - Agnieszka Gruszecka-Kosowska
- Department of Environmental Protection, Faculty of Geology, Geophysics, and Environmental Protection, AGH University of Science and Technology, al. A. Mickiewicza 30, 30-059 Krakow, Poland
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