Discriminating Eggs from Two Local Breeds Based on Fatty Acid Profile and Flavor Characteristics Combined with Classification Algorithms |
Dong, Xiao-Guang
(Institute of Feed Research, Chinese Academy of Agricultural Sciences)
Gao, Li-Bing (Institute of Feed Research, Chinese Academy of Agricultural Sciences) Zhang, Hai-Jun (Institute of Feed Research, Chinese Academy of Agricultural Sciences) Wang, Jing (Institute of Feed Research, Chinese Academy of Agricultural Sciences) Qiu, Kai (Institute of Feed Research, Chinese Academy of Agricultural Sciences) Qi, Guang-Hai (Institute of Feed Research, Chinese Academy of Agricultural Sciences) Wu, Shu-Geng (Institute of Feed Research, Chinese Academy of Agricultural Sciences) |
1 | Lawlor JB, Gaudette N, Dickson T, House JD. 2010. Fatty acid profile and sensory characteristics of table eggs from laying hens fed diets containing microencapsulated fish oil. Anim Feed Sci Technol 156:97-103. DOI |
2 | Orczewska-Dudek S, Pietras M, Puchala M, Nowak J. 2020. Camelina sativa oil and camelina cake as sources of polyunsaturated fatty acids in the diets of laying hens: Effect on hen performance, fatty acid profile of yolk lipids, and egg sensory quality. Ann Anim Sci 20:1365-1377. DOI |
3 | Shi L, Sun Y, Xu H, Liu Y, Li Y, Huang Z, Ni A, Chen C, Wang P, Ye J, Ma H, Li D, Chen J. 2019. Effect of age at photostimulation on reproductive performance of Beijing-You chicken breeders. Poult Sci 98:4522-4529. DOI |
4 | Wen Z, Wu Y, Qi Z, Li X, Li F, Wu X, Yang P. 2019. Rubber seed oil supplementation enriches n-3 polyunsaturated fatty acids and reduces cholesterol contents of egg yolks in laying hens. Food Chem 301:125198. DOI |
5 | Ayerza R, Coates W. 1999. An ω-3 fatty acid enriched chia diet: Influence on egg fatty acid composition, cholesterol and oil content. Can J Anim Sci 79:53-58. DOI |
6 | Dutta R, Hines EL, Gardner JW, Udrea DD, Boilot P. 2003. Non-destructive egg freshness determination: An electronic nose based approach. Meas Sci Technol 14:190-198. DOI |
7 | Goldberg EM, Gakhar N, Ryland D, Aliani M, Gibson RA, House JD. 2012. Fatty acid profile and sensory characteristics of table eggs from laying hens fed hempseed and hempseed oil. J Food Sci 77:S153-S160. DOI |
8 | Gouda M, Ma M, Sheng L, Xiang X. 2019. SPME-GC-MS & metal oxide E-Nose 18 sensors to validate the possible interactions between bio-active terpenes and egg yolk volatiles. Food Res Int 125:108611. DOI |
9 | Gu S, Wang X, Tao N, Wu N. 2013. Characterization of volatile compounds in different edible parts of steamed Chinese mitten crab (Eriocheir sinensis). Food Res Int 54:81-92. DOI |
10 | Ianni A, Palazzo F, Grotta L, Innosa D, Martino C, Bennato F, Martino G. 2020. Chemical-nutritional parameters and volatile profile of eggs and cakes made with eggs from ISA Warren laying hens fed with a dietary supplementation of extruded linseed. Asian-Australas J Anim Sci 33:1191-1201. DOI |
11 | Yimenu SM, Kim JY, Kim BS. 2017. Prediction of egg freshness during storage using electronic nose. Poult Sci 96:3733-3746. DOI |
12 | Zhang J, Wang X, Li F, Zheng J, Xu G. 2018. Effect of different breeds and egg production of egg-laying hens on flavour compounds of egg yolk. China Poult 40:6-9. |
13 | Geng AL, Zhang Y, Zhang J, Wang HH, Chu Q, Liu HG. 2018. Effects of lighting pattern and photoperiod on egg production and egg quality of a native chicken under free-range condition. Poult Sci 97:2378-2384. DOI |
14 | Baeza E, Chartrin P, Lessire M, Meteau K, Chesneau G, Guillevic M, Mourot J. 2015. Is it possible to increase the n-3 fatty acid content of eggs without affecting their technological and/or sensorial quality and the laying performance of hens? Br Poult Sci 56:748-754. DOI |
15 | Del Signore A. 2001. Chemometric analysis and volatile compounds of traditional balsamic vinegars from Modena. J Food Eng 50:77-90. DOI |
16 | Geng AL, Liu HG, Zhang Y, Zhang J, Wang HH, Chu Q, Yan ZX. 2020. Effects of indoor stocking density on performance, egg quality, and welfare status of a native chicken during 22 to 38 weeks. Poult Sci 99:163-171. DOI |
17 | Kassis N, Drake SR, Beamer SK, Matak KE, Jaczynski J. 2010. Development of nutraceutical egg products with omega-3-rich oils. LWT-Food Sci Technol 43:777-783. DOI |
18 | Liu P, Tu K. 2012. Prediction of TVB-N content in eggs based on electronic nose. Food Control 23:177-183. DOI |
19 | Khatibjoo A, Kermanshahi H, Golian A, Zaghari M. 2018. The effect of n-6/n-3 fatty acid ratios on broiler breeder performance, hatchability, fatty acid profile and reproduction. J Anim Physiol Anim Nutr 102:986-998. DOI |
20 | Li J, Zhu S, Jiang S, Wang J. 2017. Prediction of egg storage time and yolk index based on electronic nose combined with chemometric methods. LWT-Food Sci Technol 82:369-376. DOI |
21 | Ma JS, Chang WH, Liu GH, Zhang S, Zheng AJ, Li Y, Xie Q, Liu ZY, Cai HY. 2015. Effects of flavones of sea buckthorn fruits on growth performance, carcass quality, fat deposition and lipometabolism for broilers. Poult Sci 94:2641-2649. DOI |
22 | Qin L, Gao JX, Xue J, Chen D, Lin SY, Dong XP, Zhu BW. 2020. Changes in aroma profile of shiitake mushroom (Lentinus edodes) during different stages of hot air drying. Foods 9:444. DOI |
23 | Paraskevopoulou A, Amvrosiadou S, Biliaderis CG, Kiosseoglou V. 2014. Mixed whey protein isolate-egg yolk or yolk plasma heat-set gels: Rheological and volatile compounds characterisation. Food Res Int 62:492-499. DOI |
24 | Pekel E. 2020. Estimation of soil moisture using decision tree regression. Theor Appl Climatol 139:1111-1119. DOI |
25 | Qi Z, Zhang T, Fu Y, Wen Z, Wang J, Bai Y, Dong J, Wang L, Chen Y, Guo J. 2019. Effects of different high-selenium diets on performance, egg quality, egg selenium content and antioxidant capacity of Beijing-You laying hens. Chin J Anim Nutr 31:4537-4544. |
26 | Subari N, Mohamad Saleh J, Md Shakaff AY, Zakaria A. 2012. A hybrid sensing approach for pure and adulterated honey classification. Sensors 12:14022-14040. DOI |
27 | Wijendran V, Hayes KC. 2004. Dietary n-6 and n-3 fatty acid balance and cardiovascular health. Annu Rev Nutr 24:597-615. DOI |
28 | Xiang XL, Wang YL, Yu ZH, Ma MH, Zhu ZH, Jin YG. 2019b. Non-destructive characterization of egg odor and fertilization status by SPME/GC-MS coupled with electronic nose. J Sci Food Agric 99:3264-3275. DOI |
29 | Wang Q, Jin G, Jin Y, Ma M, Wang N, Liu C, He L. 2014. Discriminating eggs from different poultry species by fatty acids and volatiles profiling: Comparison of SPME-GC/MS, electronic nose, and principal component analysis method. Eur J Lipid Sci Technol 116:1044-1053. DOI |
30 | Wang SH, Wang WW, Zhang HJ, Wang J, Chen Y, Wu SG, Qi GH. 2019. Conjugated linoleic acid regulates lipid metabolism through the expression of selected hepatic genes in laying hens. Poult Sci 98:4632-4639. DOI |
31 | Zhang J, Cao J, Pei Z, Wei P, Xiang D, Cao X, Shen X, Li C. 2019. Volatile flavour components and the mechanisms underlying their production in golden pompano (Trachinotus blochii) fillets subjected to different drying methods: A comparative study using an electronic nose, an electronic tongue and SDE-GC-MS. Food Res Int 123:217-225. DOI |
32 | Xiang XL, Jin GF, Gouda M, Jin YG, Ma MH. 2019a. Characterization and classification of volatiles from different breeds of eggs by SPME-GC-MS and chemometrics. Food Res Int 116:767-777. DOI |
33 | Ye MH, Chen JL, Zhao GP, Zheng MQ, Wen J. 2009. Associations of A-FABP and H-FABP markers with the content of intramuscular fat in Beijing-You chicken. Anim Biotechnol 21:14-24. DOI |
34 | Zhang B, Gao S, Jia F, Liu X, Li X. 2020. Categorization and authentication of Beijing-You chicken from four breeds of chickens using near-infrared hyperspectral imaging combined with chemometrics. J Food Process Eng 43:e13553. |
35 | Zheng M, Mao P, Tian X, Meng L. 2019. Growth performance, carcass characteristics, meat and egg quality, and intestinal microbiota in Beijing-You chicken on diets with inclusion of fresh chicory forage. Ital J Anim Sci 18:1310-1320. DOI |
36 | Tang S, Jia Y, Zhu J, Chen Y, Luo Q, Chen J, Sun Y. 2014. Comparison on egg quality of three layer breeds. China Poult 36:14-16. |
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