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Effect of Cold Chain on Chicken Egg Quality in a Simulated Post Washing Processing and Consumer Storage Model

ABSTRACT

This study assessed the effect of the cold chain on egg quality in a model simulation of post-washing processing and consumer storage. Post-washed eggs were assigned to 12 groups that simulated the conditions of temporary storage after washing (step 1; 7°C or 25°C for 1 day), transportation (step 2; 7°C or 30°C for 8 h), and selling or storage (step 3; 7°C, 25°C or 30°C for 4 weeks). The freshness and microbial characteristics of the eggs were analyzed for 4 weeks. High-temperature conditions in steps 1 or 2 resulted in reduced quality and more bacteria on eggshells, and this egg quality deterioration worsened after storage for over 2 weeks. In step 3, the quality of the eggs stored at 7°C was maintained during the entire storage, whereas the eggs stored at 25°C had lower quality and broken vitelline membranes in week 4, and the eggs stored at 30°C were spoiled. Eggs should be stored from post-washing until storage by consumers in a cold environment without interruption of temperature control to maintain quality and safety. Consumers must be aware that eggs should be stored at refrigerator temperature.

Keywords:
Cold chain; Consumer; Egg; Haugh unit; Storage

INTRODUCTION

Eggs provide plenty of nutrients and great culinary versatility at a low economic cost (Miranda et al., 2015Miranda JM, Anton X, Redondo-Valbuena C, et al. Egg and egg-derived foods: Effects on human health and use as functional foods. Nutrients 2015;7:706-729. https://doi.org/10.3390/nu7010706.
https://doi.org/10.3390/nu7010706...
). Post-washing egg procedures commonly involve temporary storage, transportation, selling, and storage until consumption. According to regulation (EC) No. 853/2004, eggs “must be stored and transported at a temperature, preferably constant, that is best suited to assure optimal conservation of their hygiene properties.” Because of the risk of Salmonella infection, eggs should be refrigerated until consumption (Gross et al., 2015Gross S, Johne A, Adolphs J, et al. Salmonella in table eggs from farm to retail-When is cooling required? Food Control 2015;47:254-263. https://doi.org/10.1016/j.foodcont.2014.07.018.
https://doi.org/10.1016/j.foodcont.2014....
). The Food Safety and Inspection Service (FSIS) of the US Department of Agriculture (USDA) requires packed eggs to be stored and transported under refrigeration at a temperature lower than 7.2°C. The US Food and Drug Administration’s Egg Safety Rule requires transported eggs to maintain at 7.2°C beginning 36 hours after laying (USDA-FSIS, 2011).

In the food industry, the cold chain refers to the entire agricultural production supply process after harvesting or slaughter, passing through primary production or manufacturing and ending with food that is placed in retail stores, domestic refrigerators, or catering containers by consumers (Kuo & Chen, 2010Kuo JC, Chen MC. Developing an advanced multi-temperature joint distribution system for the food cold chain. Food Control 2010;21:559-566. https://doi.org/10.1016/j.foodcont.2009.08.007.
https://doi.org/10.1016/j.foodcont.2009....
). The shelf life and safety of perishable foods, such as eggs, dairy, meat, poultry, and fish, are strongly related to environmental factors and temperature conditions. If the temperature of chilled foods exceeds a specific limit, microorganisms may grow and thus deteriorate them, spoiling and poisoning foods (Aung & Chang, 2014Aung MM, Chang YS. Temperature management for the quality assurance of a perishable food supply chain. Food Control 2014;40:198-207. https://doi.org/10.1016/j.foodcont.2013.11.016.
https://doi.org/10.1016/j.foodcont.2013....
). Many researchers have investigated the effects of incorrect temperature in a cold chain on perishable foods, such as fresh pork and poultry (Bruckner et al., 2012Bruckner S, Albrecht A, Petersen B, Kreyenschmidt J. Influence of cold chain interruptions on the shelf life of fresh pork and poultry. International Journal of Food Science and Technology 2012;47:1639-1646. https://doi.org/10.1111/j.1365-2621.2012.03014.x.
https://doi.org/10.1111/j.1365-2621.2012...
), sliced ham (Derens-Bertheau et al., 2015Derens-Bertheau, E, Osswald V, Laguerre O, Alvarez G. Cold chain of chilled food in France. International Journal of Refrigeration 2015;52:161-167. https://doi.org/10.1016/j.ijrefrig.2014.06.012.
https://doi.org/10.1016/j.ijrefrig.2014....
), and vacuum-packed pork ham slices (Geczi et al., 2017Geczi G, Korzenszky P, Szakmar K. Cold chain interruption by consumers significantly reduces shelf life of vacuum-packed pork ham slices. Acta Alimentaria 2017;46:508-516. https://doi.org/10.1556/066.2017.46.4.14.
https://doi.org/10.1556/066.2017.46.4.14...
).

Koppel et al. (2014Koppel K, Suwonsichon S, Chitra U, et al. Eggs and poultry purchase, storage, and preparation practices of consumers in selected Asian countries. Foods 2014;3:110-127. https://doi.org/10.3390/foods3010110.
https://doi.org/10.3390/foods3010110...
, 2015, 2016) surveyed consumers’ egg purchase, storage, and preparation behaviors in selected countries. Koppel et al. (2016) indicated that almost all US consumers purchased chilled eggs and stored them in a refrigerator. Most Argentinian and Colombian consumers (91% and 84%, respectively) bought eggs stored at room temperature, and more than half (76% and 54%, respectively) stored them in a refrigerator. In Russia and Estonia, consumers purchased both refrigerated and room-temperature eggs, whereas people in Italy (84%) and Spain (87%) typically purchased eggs stored at room temperature; almost all consumers in these countries kept eggs in a refrigerator (Koppel et al., 2015). Consumers in South Korea generally buy refrigerated eggs, whereas consumers in India (100%) and Thailand (36%) buy eggs that are stored at room temperature. After purchasing, most consumers in South Korea (89%), Thailand (74%), and India (80%) stored eggs in a refrigerator (Koppel et al., 2014). Considering the average annual temperature of these countries, keeping eggs at ambient temperature would strongly affect egg shelf life (Koppel et al., 2016).

Simsiri et al. (2021Simsiri U, Rungruengpet W, Kaewkot C, Sun YM, Swiader K, Wanangkarn A, Tan FJ. Influences of cold chain integrity during postwashing processing and storage on chicken egg quality. Brazilian Journal of Poultry Science 2021;23(4): 1-8. https://doi.org/10.1590/1806-9061-2021-1458.
https://doi.org/10.1590/1806-9061-2021-1...
) concluded that in simulated post-washing processing, maintaining washed eggs at 7°C throughout the cold chain contributed to superior quality during a 4-week storage. Any interruption of the low temperature in the cold chain resulted in varying degrees of quality deterioration. Observational consumer food-handling studies have shown that consumers often make food-handling mistakes at home, increasing the risk of foodborne illnesses (Anderson et al., 2004Anderson JB, Shuster TA, Hansen KE, Levy AS, Volk A. A camera's view of consumer food-handling behaviors. Journal of the American Dietetic Association 2004;104:86-91. https://doi.org/10.1016/j.jada.2003.11.010.
https://doi.org/10.1016/j.jada.2003.11.0...
). Therefore, the present stu-dy was a simulation spanning from post-washing processing until products reach the consumers. We assessed the effect of the cold chain on washed egg quality using post post-washing processing and consumer storage simulations.

MATERIALS AND METHODS

Cold chain preparation and sampling

Six-hundred freshly laid chicken eggs obtained from a single flock were transported to a commercial washing plant (Taichung, Taiwan). After being washed, the eggs were delivered to our laboratory within 20 min and assigned to 12 groups (Table 1). The post-washing processing consisted of three processing steps to simulate the typical commercial egg handling in Taiwan. Briefly, after washing, eggs were stored at 25°C or 7°C for one day for step 1 (i.e., post-washing temporary storage). The eggs were then stored at 7°C or 30°C for 8 h for step 2 (i.e., transportation). Finally, the eggs were held at 7°C, 25°C, or 30°C for four weeks for step 3 (i.e., selling and storage). The eggs were held at 30°C in an incubator (Universal Oven, Model UN 110, Memmert, Schwabach, Germany), at 25°C in an air-conditioned room, or at 7°C in a refrigerator during processing, and were analyzed every two weeks.

Table 1
Description of post-washing handling of the eggs in the study.

Egg quality determination

The cumulative weight loss of the eggs was determined using the method reported by Liu et al. (2016Liu YC, Chen TH, Wu YC, et al. Effects of egg washing and storage temperature on the quality of eggshell cuticle and eggs. Food Chemistry 2016;211:687-693. https://doi.org/10.1016/j.foodchem.2016.05.056.
https://doi.org/10.1016/j.foodchem.2016....
). During storage, each egg was weighed using a scale. The cumulative weight loss (%) was calculated using the following formula: current weight − weight in week 0. The eggs were then manually shelled and placed on an egg quality measurement stand (NFN-381, FHK Fujihira Industry Co. Ltd., Tokyo, Japan). The heights of the thick albumen were determined according to the method of Tan et al. (2022Tan FJ, Rungruengpet W, Simsiri U, et al. Influences of egg washing and storage temperature on quality and shelf life of duck eggs during storage. Brazilian Journal of Poultry Science 2022;24(4):1-8. https://doi.org/10.1590/1806-9061-2021-1554.
https://doi.org/10.1590/1806-9061-2021-1...
), using an egg quality gauge (FHK NFR3, Ozaki Manufacturing, Japan) to calculate the Haugh unit (HU) as follows: HU = 100log(h − 1.7w0.37 + 7.6), where h and w are the height of the albumen (mm) and weight of the egg (g), respectively. The yolk index (YI) was calculated using the method reported by Liu et al. (2016), measuring the width and height of the yolk using the same micrometer; the formula was YI = (yolk height)/(yolk width). After pouring the albumen through a 2 mm mesh nylon sieve, the weights of the filtrate (thin albumen) and residue (thick albumen) were recorded and used to calculate the thick albumen ratio as follows: ratio = (weight of thick albumen)/(weight of thin albumen) (Wan et al., 2019Wan Y, Wang Z, Wang J, et al. Genetic parameters of the thick-to-thin albumen ratio and egg compositional traits in layer-type chickens. British Poultry Science 2019;60(5):517-521. https://doi.org/10.1080/00071668.2019.1631446.
https://doi.org/10.1080/00071668.2019.16...
). The albumen moisture content was measured using the method of the Association of Official Analytical Chemists (1990). The pH of the homogenized albumen and yolk (BagMixre, InterScience, Saint‐Nom‐la‐Brèteche, France; for 30 s) was measured with a pH meter (PHM210 Standard, Radiometer, Villeurbanne Cedex, France).

Microbiological analyses

Changes in microorganisms on the eggshell surface and the egg content during storage were determined using the method reported by Cader et al. (2014Cader S, Goburdhun D, Neetoo H. Assessment of the microbial safety and quality of eggs from small and large-scale hen breeders. Journal of World's Poultry Research 2014;4:75-81. https://doi.org/10.1111/lam.13743.
https://doi.org/10.1111/lam.13743...
). Each egg was aseptically placed in a sterile plastic bag containing 10 mL of 0.1% peptone solution. The bag was then softly hand-shaken for 1 min to release bacteria from the eggshell surface. After spraying the eggshell with 75% ethanol, the egg was manually cracked. The yolk and albumen were homogenized in a 1:10 dilution with 0.1% peptone water using a stomacher (BagMixre, InterScience, Saint‐Nom‐la‐Brèteche, France) for 30 s. Serial dilutions were performed in 0.1% peptone water. Viable cells of the eggshell and egg content (log CFU/mL) were enumerated on plate count agar using the pour plate method, and incubated at 35°C for 48 h to determine the total plate count (TPC). The presence or absence of Salmonella spp. in each egg was determined using the 3M Petrifilm Salmonella Express system according to the method of Tan et al. (2022Tan FJ, Rungruengpet W, Simsiri U, et al. Influences of egg washing and storage temperature on quality and shelf life of duck eggs during storage. Brazilian Journal of Poultry Science 2022;24(4):1-8. https://doi.org/10.1590/1806-9061-2021-1554.
https://doi.org/10.1590/1806-9061-2021-1...
).

Statistical analysis

The means of the data were compared using a one-way analysis of variance with a 5% level of significance. Means were separated by performing the Scheffé test. All statistical analyses were performed using Statistical Analysis System software.

RESULTS AND DISCUSSION

Changes in Haugh unit

We classified egg grades according to the parameters of the US Department of Agriculture (USDA, 2000). Eggs with HU above 72, 71-60, 59-31, and below 31 were classified into quality grades AA, A, B, and C, respectively. When considering the effect of storage temperature in steps 1, 2, and 3 (i.e., post-washing storage, transportation, and selling and storage, respectively), the HUs of the eggs stored at 7°C were higher than those of the eggs held at 25°C or 30°C (Table 2). Throughout storage, we divided the decreasing patterns of the HUs into three groups according to the step 3 condition. In the first group, the HUs of the eggs stored at 7°C (CCC , CHC , RCC , and RHC ) slowly decreased from week 0 to week 4; and only the CCC , CHC , and RCC eggs remained at grade A in week 4. RHC eggs were probably not grade A in week 4 because they were stored at a low temperature only in step 3, but not in steps 1 and 2. For the second group (CCR , CHR , RCR , and RHR ), HUs decreased rapidly from week 0 to 2 and became undetectable in week 4. For the third group (CCH , CHH , RCH , and RHH ), HUs decreased rapidly, and eggs became spoiled by week 4. Step 3 was designed to simulate the selling and storage of eggs and their handling by retailers and consumers. Consumers worldwide have various egg purchase, storage, and handling practices (Koppel et al., 2014Koppel K, Suwonsichon S, Chitra U, et al. Eggs and poultry purchase, storage, and preparation practices of consumers in selected Asian countries. Foods 2014;3:110-127. https://doi.org/10.3390/foods3010110.
https://doi.org/10.3390/foods3010110...
; Koppel et al., 2015; Koppel et al., 2016); they are often the last people to have contact with food before its consumption and are ultimately responsible for any mishandling practices at home (Koppel et al., 2015).

Table 2
Changes in Haugh unit and USDA egg quality standards of the eggs during storage.

A breakdown in temperature control at any stage of a cold chain affects the final product quality; therefore, the quality and safety of perishable food products must be continually monitored throughout the entire cold chain (Aung & Chang, 2014Aung MM, Chang YS. Temperature management for the quality assurance of a perishable food supply chain. Food Control 2014;40:198-207. https://doi.org/10.1016/j.foodcont.2013.11.016.
https://doi.org/10.1016/j.foodcont.2013....
). Anderson et al. (2008Anderson KE, Patterson PH, Koelkebeck KW, et al. Temperature sequence of eggs from oviposition through distribution: transportation - part 3. Poultry Science 2008;87:1195-1201. https://doi.org/10.3382/ps.2007-00236.
https://doi.org/10.3382/ps.2007-00236...
) indicated that refrigerated transportation should be a critical component in assessing egg safety. Mercier et al. (2017Mercier S, Villeneuve S, Mondor M, et al. Time-temperature management along the food cold chain: a review of recent developments. Comprehensive Reviews in Food Science and Food Safety 2017;16:647-667. https://doi.org/10.1111/1541-4337.12269.
https://doi.org/10.1111/1541-4337.12269...
) reported that each step of the cold chain could remarkably affect final food quality. A temperature fluctuation occurring at any point in the cold chain can lead to food waste or raise safety issues. In the current study, we discovered that the CCC treatment was optimal for maintaining egg HU, probably because the eggs were stored at a low temperature in each step of the cold chain without any temperature fluctuation. By contrast, RHH eggs had the lowest HUs and reduced shelf life, probably because of the cumulative damage under high-temperature storage. Any incorrect temperature during the cold chain process led to reduced shelf life.

Changes in egg quality during storage

As seen with the HU trend, chilled eggs had higher quality as indicated by a higher albumen ratio, albumen moisture, YI and lower albumen pH, and yolk pH (Figures a-e). After two weeks, eggs stored at a high temperature in step 3 had undeterminable egg quality, probably due to broken vitelline membranes. Jones & Musgrove (2005Jones DR, Musgrove MT. Effects of extended storage on egg quality factors. Poultry Science 2005;84:1774-1777. https://doi.org/10.1093/ps/84.11.1774.
https://doi.org/10.1093/ps/84.11.1774...
) explained that vitelline membrane strength decreases during storage because the yolk absorbs water molecules. Liu et al. (2016Liu YC, Chen TH, Wu YC, et al. Effects of egg washing and storage temperature on the quality of eggshell cuticle and eggs. Food Chemistry 2016;211:687-693. https://doi.org/10.1016/j.foodchem.2016.05.056.
https://doi.org/10.1016/j.foodchem.2016....
) reported that the HUs of washed eggs stored at 7°C slowly decreased after storage, whereas HUs rapidly decreased when eggs were held for only two weeks at 25 ºC. Moreover, the HUs of eggs held at 30°C fell within a few days of the beginning of storage (Park et al., 2003Park YS, Yoo I, Jeon KH, et al. Effects of various eggshell treatments on the egg quality during storage. Asian-Australasian Journal of Animal Sciences 2003;16:1224-1229. https://doi.org/10.5713/ajas.2003.1224.
https://doi.org/10.5713/ajas.2003.1224...
). The decline in the thick albumen during storage was probably due to the breakdown of carbonic acid in egg albumen, which produced carbon dioxide and water, leading to the albumen losing its gelatinous structure and becoming watery. This eventually reduced the thickness of the albumen and the HU of the eggs (Ragni et al., 2007Ragni L, Al-Shami A, Mikhaylenko G, et al. Dielectric characterization of hen eggs during storage. Journal of Food Engineering 2007;82:450-459. https://doi.org/10.1016/j.jfoodeng.2007.02.063.
https://doi.org/10.1016/j.jfoodeng.2007....
). During storage, the release of carbon dioxide from the eggs through eggshell pores increases albumen and yolk pH (Liu et al., 2016). Changes in the functional properties of egg albumen and yolk during storage can be happen due to environmental conditions such as storage temperature, humidity, and duration (Qiu et al., 2012Qiu N, Ma M, Zhao L, et al. Comparative proteomic analysis of egg white proteins under various storage temperatures. Journal of Agricultural and Food Chemistry 2012;60:7746-7753. https://doi.org/10.1021/jf302100m.
https://doi.org/10.1021/jf302100m...
).

Figure
Changes in (a) albumen ratio, (b) albumen pH, (c) albumen moisture, (d) yolk index, (e) yolk pH, and (f) cumulative weight loss of eggs during storage.

The cumulative weight loss in all groups increased as the storage time increased in the current study (Figure-f). High temperature in either step 1 or 2 resulted in a more significant cumulative weight loss. Especially in step 3, the cumulative weight loss of the eggs stored at 7°C was markedly lower. The higher weight loss of the CCH , CHH , RCH , and RHH eggs could indicate quality deterioration (Park et al., 2003Park YS, Yoo I, Jeon KH, et al. Effects of various eggshell treatments on the egg quality during storage. Asian-Australasian Journal of Animal Sciences 2003;16:1224-1229. https://doi.org/10.5713/ajas.2003.1224.
https://doi.org/10.5713/ajas.2003.1224...
; Aygun & Sert, 2013Aygun A, Sert D. Effects of vacuum packing on eggshell microbial activity and egg quality in table eggs under different storage temperatures. Journal of the Science of Food and Agriculture 2013;93:1626-1632. https://doi.org/10.1002/jsfa.5936.
https://doi.org/10.1002/jsfa.5936...
). The increase in weight loss during storage was mainly due to moisture evaporation through eggshell pores (Liu et al., 2016Liu YC, Chen TH, Wu YC, et al. Effects of egg washing and storage temperature on the quality of eggshell cuticle and eggs. Food Chemistry 2016;211:687-693. https://doi.org/10.1016/j.foodchem.2016.05.056.
https://doi.org/10.1016/j.foodchem.2016....
; Jones et al., 2018Jones DR, Ward GE, Regmi P, et al. Impact of egg handling and conditions during extended storage on egg quality. Poultry Science 2018;97:716-723. https://doi.org/10.3382/ps/pex351.
https://doi.org/10.3382/ps/pex351...
). When using scanning electron microscopy and cuticle staining of eggshells, Liu et al. (2016) discovered that the cuticle deterioration of eggs stored at 30°C and 25°C was more considerable than that of eggs stored at 7°C.

Changes in total eggshell plate count

In week 0, when considering the effect of step 1, significantly lower eggshell TPCs were found for the eggs stored at 7°C compared to the eggs stored at 25°C for the same duration (Table 3). When considering the effect of step 2, in week 0, we observed a more negligible difference in the microbial count between the 7°C and 25°C eggs, probably because of the short 8-h transportation duration. When considering the effect of step 3, the TPCs of eggs stored at 7°C were lower than those stored at 25°C and 30°C. Zhang et al. (2019Zhang Y, Wei J, Yuan Y, et al. Diversity and characterization of spoilage-associated psychrotrophs in food in cold chain. International Journal of Food Microbiology 2019;290:86-95. https://doi.org/10.1016/j.ijfoodmicro.2018.09.026.
https://doi.org/10.1016/j.ijfoodmicro.20...
) reported that an efficient cold chain could prevent or reduce microbial growth in foods and enhance food freshness and safety. We categorized microbial change patterns throughout storage into three groups according to the storage conditions in step 3. The eggs stored at 7°C had decreased TPCs, which reached approximately 1 log CFU/mL in week 4, whereas the eggshell TPCs of the eggs stored at 25°C increased. For the eggs stored at 30°C in step 3, the eggshell TPCs decreased from week 0 to week 2, and the eggs were spoiled by week 4, probably because bacteria and mold may have grown on the surface of eggs under high humidity (Erkmen & Bozoglu, 2016Erkmen O, Bozoglu TF. Food microbiology: principles into practice. London: John Wiley & Sons; 2016. ISBN: 9781119237761). Aygun & Sert (2013Aygun A, Sert D. Effects of vacuum packing on eggshell microbial activity and egg quality in table eggs under different storage temperatures. Journal of the Science of Food and Agriculture 2013;93:1626-1632. https://doi.org/10.1002/jsfa.5936.
https://doi.org/10.1002/jsfa.5936...
) reported that the eggshell TPC of washed eggs stored at 22°C gradually increased, whereas that of eggs stored at 5°C gradually decreased during 6-week storage. Park et al. (2003Park YS, Yoo I, Jeon KH, et al. Effects of various eggshell treatments on the egg quality during storage. Asian-Australasian Journal of Animal Sciences 2003;16:1224-1229. https://doi.org/10.5713/ajas.2003.1224.
https://doi.org/10.5713/ajas.2003.1224...
) reported that the total viable cell counts of the eggshell of washed eggs held at 30°C were markedly decreased on day 10; they explained that this decrease in the microbial number was probably because of the residual protection from washing, sanitation, and coating blocking microbial growth during the initial storage. In the current study, no Salmonella or total aerobic bacteria were found in the egg contents for all treatments during the 4-week storage. Mokhtari et al. (2006Mokhtari A, Moore CM, Yang H, et al. Consumer-Phase Salmonella enterica serovar enteritidis risk assessment for egg-containing food products. Risk Analysis 2006;26:753-768. https://doi.org/10.1111/j.1539-6924.2006.00759.x.
https://doi.org/10.1111/j.1539-6924.2006...
) correlated salmonellosis and consumers’ egg handling and consumption behaviors in their epidemiological study. Gole et al. (2014Gole VC, Chousalkar KK, Roberts JR, et al. Effect of egg washing and correlation between eggshell characteristics and egg penetration by various Salmonella Typhimurium strains. PLoS One 2014;9:e90987. https://doi.org/10.1371/journal.pone.0090987.
https://doi.org/10.1371/journal.pone.009...
) indicated that eggs should be dried after washing and stored appropriately to prevent salmonellosis. Clauer (2009Clauer PJ. Proper handling of eggs: from hen to consumption. University Park: Virginia Polytechnic Institute and State University; 2009. p.902-1091.) suggested that consumers should always keep eggs in a refrigerator and eggs should not be left at room temperature before cooking for more than 20 min.

Table 3
Changes in total eggshell plate count (log CFU/mL) during storage for 4 weeks.

CONCLUSION

The present study showed that washed eggs had superior quality when kept at 7°C throughout the entire cold chain in a simulation of the post-washing processing. Washed egg quality is highly dependent on the completeness of the cold chain. After purchasing, chilled storage of washed eggs at the consumer stage should be considered a critical handling practice and a critical component of a complete cold chain. In order to maintain the quality and safety of eggs, producers and consumers should refrigerate washed eggs from post-washing until consumption. Thus, consumers should play a crucial role in reducing the risk of egg-borne illness.

ACKNOWLEDGMENTS

We are grateful for the assistant from the National Animal Industry Foundation, Jin Bao Egg Technology Co., Ltd. (Taichung, Taiwan), and Miss Jutamas Nakwikrai.

REFERENCES

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  • FUNDING

    This research was financially supported by the Council of Agriculture, Taiwan (108AS-26.1.1-LI-U2).

Publication Dates

  • Publication in this collection
    19 June 2023
  • Date of issue
    2023

History

  • Received
    25 May 2022
  • Accepted
    04 Apr 2023
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