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González Ariza A, Navas González FJ, León Jurado JM, Arando Arbulu A, Delgado Bermejo JV, Camacho Vallejo ME. Data Mining as a Tool to Infer Chicken Carcass and Meat Cut Quality from Autochthonous Genotypes. Animals (Basel) 2022; 12:2702. [PMID: 36230442 PMCID: PMC9559234 DOI: 10.3390/ani12192702] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/17/2022] [Revised: 09/26/2022] [Accepted: 10/05/2022] [Indexed: 11/29/2022] Open
Abstract
The present research aims to develop a carcass quality characterization methodology for minority chicken populations. The clustering patterns described across local chicken genotypes by the meat cuts from the carcass were evaluated via a comprehensive meta-analysis of ninety-one research documents published over the last 20 years. These documents characterized the meat quality of native chicken breeds. After the evaluation of their contents, thirty-nine variables were identified. Variables were sorted into eight clusters as follows; weight-related traits, water-holding capacity, colour-related traits, histological properties, texture-related traits, pH, content of flavour-related nucleotides, and gross nutrients. Multicollinearity analyses (VIF ≤ 5) were run to discard redundancies. Chicken sex, firmness, chewiness, L* meat 72 h post-mortem, a* meat 72 h post-mortem, b* meat 72 h post-mortem, and pH 72 h post-mortem were deemed redundant and discarded from the study. Data-mining chi-squared automatic interaction detection (CHAID)-based algorithms were used to develop a decision-tree-validated tool. Certain variables such as carcass/cut weight, pH, carcass yield, slaughter age, protein, cold weight, and L* meat reported a high explanatory potential. These outcomes act as a reference guide to be followed when designing studies of carcass quality-related traits in local native breeds and market commercialization strategies.
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Affiliation(s)
- Antonio González Ariza
- Department of Genetics, Faculty of Veterinary Sciences, University of Córdoba, 14071 Córdoba, Spain
- Agropecuary Provincial Centre, Diputación Provincial de Córdoba, 14071 Córdoba, Spain
| | - Francisco Javier Navas González
- Department of Genetics, Faculty of Veterinary Sciences, University of Córdoba, 14071 Córdoba, Spain
- Institute of Agricultural Research and Training (IFAPA), Alameda del Obispo, 14004 Córdoba, Spain
| | | | - Ander Arando Arbulu
- Department of Genetics, Faculty of Veterinary Sciences, University of Córdoba, 14071 Córdoba, Spain
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González Ariza A, Navas González FJ, Arando Arbulu A, León Jurado JM, Delgado Bermejo JV, Camacho Vallejo ME. Variability of Meat and Carcass Quality from Worldwide Native Chicken Breeds. Foods 2022; 11:1700. [PMID: 35741898 PMCID: PMC9223061 DOI: 10.3390/foods11121700] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/29/2022] [Revised: 06/02/2022] [Accepted: 06/06/2022] [Indexed: 02/01/2023] Open
Abstract
The present research aimed to determine the differential clustering patterns of carcass and meat quality traits in local chicken breeds from around the world and to develop a method to productively characterize minority bird populations. For this, a comprehensive meta-analysis of 91 research documents that dealt with the study of chicken local breeds through the last 20 years was performed. Thirty-nine traits were sorted into the following clusters: weight-related traits, histological properties, pH, color traits, water-holding capacity, texture-related traits, flavor content-related nucleotides, and gross nutrients. Multicollinearity problems reported for pH 72 h post mortem, L* meat 72 h post mortem, a* meat 72 h post mortem, sex, firmness, and chewiness, were thus discarded from further analyses (VIF < 5). Data-mining cross-validation and chi-squared automatic interaction detection (CHAID) decision tree development allowed us to detect similarities across genotypes. Easily collectable trait, such as shear force, muscle fiber diameter, carcass/pieces weight, and pH, presented high explanatory potential of breed variability. Hence, the aforementioned variables must be considered in the experimental methodology of characterization of carcass and meat from native genotypes. This research enables the characterization of local chicken populations to satisfy the needs of specific commercial niches for poultry meat consumers.
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Affiliation(s)
- Antonio González Ariza
- Department of Genetics, Faculty of Veterinary Sciences, University of Córdoba, 14071 Cordoba, Spain; (A.G.A.); (A.A.A.); (J.V.D.B.)
| | - Francisco Javier Navas González
- Department of Genetics, Faculty of Veterinary Sciences, University of Córdoba, 14071 Cordoba, Spain; (A.G.A.); (A.A.A.); (J.V.D.B.)
- Institute of Agricultural Research and Training (IFAPA), 14004 Cordoba, Spain;
| | - Ander Arando Arbulu
- Department of Genetics, Faculty of Veterinary Sciences, University of Córdoba, 14071 Cordoba, Spain; (A.G.A.); (A.A.A.); (J.V.D.B.)
| | | | - Juan Vicente Delgado Bermejo
- Department of Genetics, Faculty of Veterinary Sciences, University of Córdoba, 14071 Cordoba, Spain; (A.G.A.); (A.A.A.); (J.V.D.B.)
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Du J, Bao T, Wang Z, Sun J. A combination of garlic oil and cooked chilli oil could be effective and efficient for pigeon production. J Anim Physiol Anim Nutr (Berl) 2021; 106:1097-1106. [PMID: 34605078 DOI: 10.1111/jpn.13646] [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: 04/30/2021] [Revised: 09/06/2021] [Accepted: 09/18/2021] [Indexed: 12/01/2022]
Abstract
This study was conducted to investigate whether the combination of garlic oil and cooked chilli oil is worth using for pigeon production in the context of a total ban on antibiotics in feed additives in China. Two hundred female white king pigeons aged 23 days were randomly divided into five groups with ten replicates (four birds each). In the 47 days trial, the control group was fed with a basal diet, treatment groups were given a basal diet supplemented with 20 mg/kg neomycin sulphate or 2 g/kg corresponding oil (garlic oil or cooked chilli oil or their mixture) respectively. The mixed oil showed obvious antibacterial activity against gram-positive bacterium and its minimal bactericidal concentration against St. aureus, Salmonella and Escherichia coli were all no more than 1.0 mg/ml. In the feeding experiment, pigeons feed with garlic oil with strong bacteriostatic activity had lower FCR and better protein metabolism, and chilli oil showed strong effects of promoting feed intake and weight gain on pigeons but increased serum glucose and lipid content. Compared with the control and the antibiotic group, the mixed oil got increased growth performance, less drip loss of meat, better protein metabolism promoting, and more complete intestinal structure of pigeon. In addition, the breast meat in the mixed oil group had higher total points in the sensory test. The mixed oil combined the strong bacteriostasis of garlic oil with the feeding promotion effect of cooked chilli oil, it improved the comprehensive performance of pigeons and had the feasibility to be popularized as a non-antibiotic strategy in pigeon production.
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Affiliation(s)
- Jian Du
- College of Animal Science and Technology, Northeast Agricultural University, Harbin, China
| | - Tianchao Bao
- College of Animal Science and Technology, Northeast Agricultural University, Harbin, China
| | - Zhongyu Wang
- College of Animal Science and Technology, Northeast Agricultural University, Harbin, China
| | - Jinhua Sun
- College of Animal Science and Technology, Northeast Agricultural University, Harbin, China
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Mazaheri Kalahrodi M, Baghaei H, Emadzadeh B, Bolandi M. Degradation of myofibrillar and sarcoplasmic proteins as a function of marinating time and marinade type and their impact on textural quality and sensory attributes of
m. semitendinosus
beefsteak. J FOOD PROCESS PRES 2021. [DOI: 10.1111/jfpp.15691] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Affiliation(s)
- Mona Mazaheri Kalahrodi
- Department of Food Science and Technology, Damghan Branch Islamic Azad University Damghan Iran
| | - Homa Baghaei
- Department of Food Science and Technology, Damghan Branch Islamic Azad University Damghan Iran
| | - Bahareh Emadzadeh
- Department of Food Nanotechnology Research Institute of Food Science and Technology (RIFST) Mashhad Iran
| | - Marzieh Bolandi
- Department of Food Science and Technology, Damghan Branch Islamic Azad University Damghan Iran
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de Haas EN, Oliemans E, van Gerwen MAAM. The Need for an Alternative to Culling Day-Old Male Layer Chicks: A Survey on Awareness, Alternatives, and the Willingness to Pay for Alternatives in a Selected Population of Dutch Citizens. Front Vet Sci 2021; 8:662197. [PMID: 34222395 PMCID: PMC8248538 DOI: 10.3389/fvets.2021.662197] [Citation(s) in RCA: 13] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/31/2021] [Accepted: 03/25/2021] [Indexed: 11/29/2022] Open
Abstract
A concerning by-product of producing laying hen chicks are the hatched male layer chicks. As a consequence of their inability to lay eggs, these male chicks are culled as day-old chicks in the hatchery. To find an alternative for this ethical dilemma (generally), three alternatives are under study, namely, in ovo sex determination, using dual-purpose breeds, and the rearing of layer cockerels. In order to assess the awareness of this practice and preference for one of the alternatives, we conducted an online survey of the Dutch public. Most of the 259 respondents completing the survey were highly educated woman (HEW, n = 143) versus others (REST, n = 86). The questionnaire was divided into six topics: (1) general knowledge of the poultry industry, (2) awareness of culling male layer chicks (CMC), and (3) its acceptability, (4) alternatives to CMC, (5) willingness to pay (WTP) for eggs without CMC, and (6) WTP for cockerel meat. Awareness about CMC was 52%, and its acceptability was rejected by 78% (HEW) and 67% (REST). The level of acceptability increased when more salient facts were given, and almost all respondents agreed that an alternative was needed (90% HEW, 84% REST). For both groups of respondents, more than 50% preferred in ovo sex determination over keeping the current practice or using dual-purpose breeds or male layers. Furthermore, the majority of respondents were willing to pay more than double the price for eggs without CMC being involved. Roughly 40% would not buy processed cockerel meat burgers, most likely due to their vegan or vegetarian diet. Of the remaining respondents, half were willing to pay the current price or 1 euro more for processed cockerel meat burgers. The most important factors when buying poultry meat or eggs without CMC were food safety, animal friendliness (welfare), and the environment; price was the least important factor. Despite the skewed respondents' background, the results of our survey show that consumers are willing to pay more for poultry products that do not require culling day-old male chicks.
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Affiliation(s)
- Elske N de Haas
- Animals in Science and Society, Faculty of Veterinary Medicine, University of Utrecht, Utrecht, Netherlands.,Department of Animal Welfare, Flanders Research Institute for Agriculture, Melle, Belgium
| | - Eva Oliemans
- Animals in Science and Society, Faculty of Veterinary Medicine, University of Utrecht, Utrecht, Netherlands
| | - Maite A A M van Gerwen
- Animals in Science and Society, Faculty of Veterinary Medicine, University of Utrecht, Utrecht, Netherlands.,Centre for Sustainable Animal Stewardship (CenSAS), Faculty of Veterinary Medicine, University of Utrecht, Utrecht, Netherlands
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