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Xu T, Zhang X, Zhu Y, Xu X, Rao X. Evolution Pattern in Bruised Tissue of ' Red Delicious' Apple. Foods 2024; 13:602. [PMID: 38397579 PMCID: PMC10888104 DOI: 10.3390/foods13040602] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/03/2024] [Revised: 01/22/2024] [Accepted: 02/06/2024] [Indexed: 02/25/2024] Open
Abstract
The study of apple damage mechanisms is key to improving post-harvest apple treatment techniques, and the evolution pattern of damaged tissue is fundamental to the study of apple damage mechanisms. In the study, 'Red Delicious' apples were used to explore the relationship between damage and time. A cell death zone was found in the pulp of the damaged tissue after the apple had been bruised. The tissue damage was centered in the cell death zone and developed laterally, with the width of the damage increasing with injury time. The extent of tissue damage in the core and pericarpal directions varied. About 60% of the damaged tissue developed in the core direction and 40% in the pericarpal direction, and the damage ratios in both directions remained consistent throughout the injury. The depth of damage and the rate of damage were influenced by the impact force size and the difference in the size of the damaged part of the apple, but the damage development pattern was independent of the impact force size and the difference in the damaged part. The maximum damage rate was reached at about 30 min, and the depth of damage was stabilized at about 72 min. By studying the evolution pattern of the damaged tissue of the bruised 'Red Delicious' apple, it provides the research idea and theoretical basis for enhancing the prediction accuracy and robustness of early stage damage in apples.
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Affiliation(s)
- Tao Xu
- College of Biosystems Engineering and Food Science, Zhejiang University, Hangzhou 310058, China
- Key Laboratory of on Site Processing Equipment for Agricultural Products, Ministry of Agriculture, Hangzhou 310058, China
- Key Laboratory of Intelligent Equipment and Robotics for Agriculture of Zhejiang Province, Hangzhou 310058, China
- National Key Laboratory of Agricultural Equipment Technology, Hangzhou 310058, China
| | - Xiaomin Zhang
- College of Biosystems Engineering and Food Science, Zhejiang University, Hangzhou 310058, China
- Key Laboratory of on Site Processing Equipment for Agricultural Products, Ministry of Agriculture, Hangzhou 310058, China
- Key Laboratory of Intelligent Equipment and Robotics for Agriculture of Zhejiang Province, Hangzhou 310058, China
- National Key Laboratory of Agricultural Equipment Technology, Hangzhou 310058, China
| | - Yihang Zhu
- College of Biosystems Engineering and Food Science, Zhejiang University, Hangzhou 310058, China
- Key Laboratory of on Site Processing Equipment for Agricultural Products, Ministry of Agriculture, Hangzhou 310058, China
- Key Laboratory of Intelligent Equipment and Robotics for Agriculture of Zhejiang Province, Hangzhou 310058, China
- National Key Laboratory of Agricultural Equipment Technology, Hangzhou 310058, China
| | - Xufeng Xu
- College of Biosystems Engineering and Food Science, Zhejiang University, Hangzhou 310058, China
- Key Laboratory of on Site Processing Equipment for Agricultural Products, Ministry of Agriculture, Hangzhou 310058, China
- Key Laboratory of Intelligent Equipment and Robotics for Agriculture of Zhejiang Province, Hangzhou 310058, China
- National Key Laboratory of Agricultural Equipment Technology, Hangzhou 310058, China
| | - Xiuqin Rao
- College of Biosystems Engineering and Food Science, Zhejiang University, Hangzhou 310058, China
- Key Laboratory of on Site Processing Equipment for Agricultural Products, Ministry of Agriculture, Hangzhou 310058, China
- Key Laboratory of Intelligent Equipment and Robotics for Agriculture of Zhejiang Province, Hangzhou 310058, China
- National Key Laboratory of Agricultural Equipment Technology, Hangzhou 310058, China
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Yeboah S, Hong SJ, Park Y, Choi JH, Eum HL. Postharvest Quality Improvement of Bell Pepper ( Capsicum annuum L. cv Nagano) with Forced-Air Precooling and Modified Atmosphere Packaging. Foods 2023; 12:3961. [PMID: 37959080 PMCID: PMC10650560 DOI: 10.3390/foods12213961] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/10/2023] [Revised: 10/25/2023] [Accepted: 10/27/2023] [Indexed: 11/15/2023] Open
Abstract
Optimum postharvest storage conditions increase the postharvest quality and shelf life of horticultural crops. The effects of forced-air precooling (FAP) and modified atmosphere packaging (MAP) on shelf life, physicochemical quality, and health-promoting properties of bell pepper (Capsicum annuum L. cv. Nagano) harvested at 90 and 50% coloring stages in May and July respectively, stored at 11 °C, 95% relative humidity were assessed. Fruits were subjected to four treatments: FAP + 30 μm polyethylene liner (FOLO); FAP-only (FOLX); 30 μm polyethylene liner-only (FXLO); and control (FXLX). The quality attributes, viz. weight loss, firmness, color, soluble solids content (SSC), soluble sugars, total phenolic content (TPC), total flavonoid content (TFC), 2,2-dephenyl-1-picrylhydrazyl (DPPH), and 2,2'-azino-bis-3-ethylbenzo-thiazoline-6-sulfonic acid (ABTS) were evaluated. The investigated parameters differed significantly (p < 0.05) among treatments except for soluble sugars. FOLO maintained sensory quality (weight loss, firmness, and color), physicochemical (SSC and soluble sugars), and health-promoting properties compared to other treatments during storage. The 50% coloring fruits had a huge variation between treatments than 90% coloring. The results revealed more TPC and antioxidant capacity in the 50% than in the 90% coloring fruits. The study highlights the need to consider the ideal fruit coloring stage at harvest under the effect of FAP and MAP treatments in preserving bell pepper's postharvest quality and shelf life.
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Affiliation(s)
- Samuel Yeboah
- Smart Farm Research Center, Korea Institute of Science and Technology (KIST), Gangneung 25451, Republic of Korea;
- Department of Plant Science, College of Life Sciences, Gangneung-Wonju National University, Gangneung 25457, Republic of Korea;
| | - Sae Jin Hong
- Department of Plant Science, College of Life Sciences, Gangneung-Wonju National University, Gangneung 25457, Republic of Korea;
| | - Yeri Park
- Department of Plant Science, College of Life Sciences, Gangneung-Wonju National University, Gangneung 25457, Republic of Korea;
| | - Jeong Hee Choi
- Research Group of Consumer Safety, Korea Food Research Institute, Wanju-gun 55365, Republic of Korea;
| | - Hyang Lan Eum
- Postharvest Technology Division, National Institute of Horticultural and Herbal Science, Rural Development Administration, Wanju-gun 55365, Republic of Korea
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Xu T, Zhu Y, Zhang X, Wu Z, Rao X. Dynamic Prediction Model for Initial Apple Damage. Foods 2023; 12:3732. [PMID: 37893626 PMCID: PMC10606016 DOI: 10.3390/foods12203732] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/18/2023] [Revised: 10/08/2023] [Accepted: 10/10/2023] [Indexed: 10/29/2023] Open
Abstract
Prediction models of damage severity are crucial for the damage expression of fruit. In light of issues such as the mismatch of existing models in actual damage scenarios and the failure of static models to meet research needs, this article proposes a dynamic prediction model for damage severity throughout the entire process of apple damage and studies the relationship between the initial bruise form and impact energy distribution of apple damage. From the experiments, it was found that after impact a "cell death zone" appeared in the internal pulp of the damaged part of Red Delicious apples. The reason for the appearance of the cell death zone was that the impact force propagated in the direction of the fruit kernel in the form of stress waves; the continuous action of which continuously compressed the pulp's cell tissue. When the energy absorbed via elastic deformation reached the limit value, intercellular disadhesion of parenchyma cells at the location of the stress wave peak occurred to form cell rupture. The increase in intercellular space for the parenchyma cells near the rupture site caused a large amount of necrocytosis and, ultimately, formed the cell death zone. The depth of the cell death zone was closely related to the impact energy. The correlation coefficient r between the depth of the cell death zone and the distribution of impact energy was slightly lower at the impact height of 50 mm. As the impact height increased, the correlation coefficient r increased, approaching of value of 1. When the impact height was lower (50 mm), the correlation coefficient r had a large distribution range (from 0.421 to 0.983). As the impact height increased, the distribution range significantly decreased. The width of the cell death zone had a poor correlation with the pressure distribution on the impact surface of the apples that was not related to the impact height. In this article, the corresponding relationship between the form and impact energy distribution of the internal damaged tissues in the initial damage of Red Delicious apples was analyzed. This analysis aimed to provide a research concept and theoretical basis for more reliable research on the morphological changes in the damaged tissues of apples in the future, further improving the prediction accuracy of damage severity.
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Affiliation(s)
- Tao Xu
- College of Biosystems Engineering and Food Science, Zhejiang University, Hangzhou 310058, China; (T.X.); (Y.Z.); (X.Z.); (Z.W.)
- Key Laboratory of On Site Processing Equipment for Agricultural Products, Ministry of Agriculture, Hangzhou 310058, China
- Key Laboratory of Intelligent Equipment and Robotics for Agriculture of Zhejiang Province, Hangzhou 310058, China
| | - Yihang Zhu
- College of Biosystems Engineering and Food Science, Zhejiang University, Hangzhou 310058, China; (T.X.); (Y.Z.); (X.Z.); (Z.W.)
- Key Laboratory of On Site Processing Equipment for Agricultural Products, Ministry of Agriculture, Hangzhou 310058, China
- Key Laboratory of Intelligent Equipment and Robotics for Agriculture of Zhejiang Province, Hangzhou 310058, China
| | - Xiaomin Zhang
- College of Biosystems Engineering and Food Science, Zhejiang University, Hangzhou 310058, China; (T.X.); (Y.Z.); (X.Z.); (Z.W.)
- Key Laboratory of On Site Processing Equipment for Agricultural Products, Ministry of Agriculture, Hangzhou 310058, China
- Key Laboratory of Intelligent Equipment and Robotics for Agriculture of Zhejiang Province, Hangzhou 310058, China
| | - Zheyuan Wu
- College of Biosystems Engineering and Food Science, Zhejiang University, Hangzhou 310058, China; (T.X.); (Y.Z.); (X.Z.); (Z.W.)
- Key Laboratory of On Site Processing Equipment for Agricultural Products, Ministry of Agriculture, Hangzhou 310058, China
- Key Laboratory of Intelligent Equipment and Robotics for Agriculture of Zhejiang Province, Hangzhou 310058, China
| | - Xiuqin Rao
- College of Biosystems Engineering and Food Science, Zhejiang University, Hangzhou 310058, China; (T.X.); (Y.Z.); (X.Z.); (Z.W.)
- Key Laboratory of On Site Processing Equipment for Agricultural Products, Ministry of Agriculture, Hangzhou 310058, China
- Key Laboratory of Intelligent Equipment and Robotics for Agriculture of Zhejiang Province, Hangzhou 310058, China
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Sharma A, Tiwari AD, Kumari M, Kumar N, Saxena V, Kumar R. Artificial intelligence-based prediction of lycopene content in raw tomatoes using physicochemical attributes. PHYTOCHEMICAL ANALYSIS : PCA 2023; 34:729-744. [PMID: 36366972 DOI: 10.1002/pca.3185] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/12/2022] [Revised: 09/20/2022] [Accepted: 10/15/2022] [Indexed: 06/14/2023]
Abstract
INTRODUCTION Lycopene consumption reduces risk and incidence of cancer and cardiovascular diseases. Tomatoes are a rich source of phytochemical compounds including lycopene as a major constituent. Lycopene estimation using high-performance liquid chromatography is time-consuming and expensive. OBJECTIVE To develop artificial intelligence models for prediction of lycopene in raw tomatoes using 14 different physicochemical parameters including salinity, total dissolved solids (TDS), electrical conductivity (EC), firmness, pH, total soluble solids (TSS), titratable acidity (TA), colour values on Hunter scale (L, a, b), total phenolic content (TPC), total flavonoid content (TFC) and antioxidant activity (AOA). MATERIAL AND METHODS The post-harvest data acquisition was collected through investigation for more than 100 raw tomatoes stored for 15 days. Linear multivariate regression (LMVR), principal component regression (PCR) and partial least squares regression (PLSR) models were developed by splitting data set into train and test datasets. The training of models was performed using 10-fold cross validation (CV). RESULTS Principal component analysis showed strong positive association between lycopene, colour value 'a', TPC, TFC and AOA. The R2 (CV), root mean square error (RMSE) (CV) and RMSE (Test) for best LMVR model was observed to be at 0.70, 8.48 and 9.69 respectively. The PCR model revealed R2 (CV) at 0.59, RMSE (CV) at 8.91 and RMSE (Test) at 10.17 while PLSR model revealed R2 (CV) at 0.60, RMSE (CV) at 9.10 and RMSE (Test) at 10.11. CONCLUSION Results of the present study show that epidemiological studies suggest fully ripened tomatoes are most beneficial for consumption to ensure recommended daily intake of lycopene content.
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Affiliation(s)
- Arun Sharma
- Council of Scientific and Industrial Research - Central Scientific Instruments Organisation (CSIR-CSIO), Chandigarh-160030, India
- Academy of Scientific and Innovative Research (AcSIR), Ghaziabad-201002, India
- National Institute of Food Technology Entrepreneurship and Management (NIFTEM), Kundli, Sonipat-131028, Haryana, India
| | - Akshat Dutt Tiwari
- National Institute of Food Technology Entrepreneurship and Management (NIFTEM), Kundli, Sonipat-131028, Haryana, India
| | - Monika Kumari
- National Institute of Food Technology Entrepreneurship and Management (NIFTEM), Kundli, Sonipat-131028, Haryana, India
| | - Nishant Kumar
- National Institute of Food Technology Entrepreneurship and Management (NIFTEM), Kundli, Sonipat-131028, Haryana, India
| | - Vikas Saxena
- National Institute of Food Technology Entrepreneurship and Management (NIFTEM), Kundli, Sonipat-131028, Haryana, India
| | - Ritesh Kumar
- Council of Scientific and Industrial Research - Central Scientific Instruments Organisation (CSIR-CSIO), Chandigarh-160030, India
- Academy of Scientific and Innovative Research (AcSIR), Ghaziabad-201002, India
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Gunny AAN, Leem SJ, Makhtar MMZ, Zainuddin N, Mohd Roslim MH, Raja Hashim RH, Pusphanathan K, Siddiqui MR, Alam M, Rafatullah M. The Use of Essential Oil Embedded in Polylactic Acid/Chitosan-Based Film for Mango Post-Harvest Application against Pathogenic Fungi. Polymers (Basel) 2023; 15:2722. [PMID: 37376369 DOI: 10.3390/polym15122722] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/24/2023] [Revised: 06/13/2023] [Accepted: 06/16/2023] [Indexed: 06/29/2023] Open
Abstract
Mango has a high global demand. Fruit fungal disease causes post-harvest mango and fruit losses. Conventional chemical fungicides and plastic prevent fungal diseases but they are hazardous to humans and the environment. Direct application of essential oil for post-harvest fruit control is not a cost-effective approach. The current work offers an eco-friendly alternative to controlling the post-harvest disease of fruit using a film amalgamated with oil derived from Melaleuca alternifolia. Further, this research also aimed to assess the mechanical, antioxidant, and antifungal properties of the film infused with essential oil. ASTM D882 was performed to determine the tensile strength of the film. The antioxidant reaction of the film was assessed using the DPPH assay. In vitro and in vivo tests were used to evaluate the inhibitory development of the film against pathogenic fungi, by comparing the film with different levels of essential oil together with the treatment of the control and chemical fungicide. Disk diffusion was used to evaluate mycelial growth inhibition, where the film incorporated with 1.2 wt% essential oil yielded the best results. For in vivo testing of wounded mango, the disease incidence was successfully reduced. For in vivo testing of unwounded mango to which the film incorporated with essential oil was applied, although some quality parameters such as the color index were not significantly affected, weight loss was reduced, soluble solid content was increased, and firmness was increased, compared to the control. Thus, the film incorporated with essential oil (EO) from M. alternifolia can be an environmentally friendly alternative to the conventional approach and the direct application of essential oil to control post-harvest disease in mango.
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Affiliation(s)
- Ahmad Anas Nagoor Gunny
- Faculty of Chemical Engineering & Technology, Universiti Malaysia Perlis (UniMAP), Kompleks Pusat Pengajian Jejawi 3, Arau 02600, Perlis, Malaysia
- Centre of Excellence for Biomass Utilization (CoEBU), Universiti Malaysia Perlis (UniMAP), Arau 02600, Perlis, Malaysia
| | - Siew Juan Leem
- Faculty of Chemical Engineering & Technology, Universiti Malaysia Perlis (UniMAP), Kompleks Pusat Pengajian Jejawi 3, Arau 02600, Perlis, Malaysia
| | - Muaz Mohd Zaini Makhtar
- Bioprocess Technology Division, School of Industrial Technology, Universiti Sains Malaysia, Gelugor 11800, Penang, Malaysia
| | - Nor'Izzah Zainuddin
- Indah Water Konsortium, Lorong Perda Utama 13, Bukit Mertajam 14000, Penang, Malaysia
| | - Muhammad Huzaifah Mohd Roslim
- Department of Crop Science, Faculty of Agricultural and Forestry Sciences, Universiti Putra Malaysia Bintulu Campus, Bintulu 97008, Sarawak, Malaysia
| | - Raja Hasnida Raja Hashim
- Faculty of Chemical Engineering & Technology, Universiti Malaysia Perlis (UniMAP), Kompleks Pusat Pengajian Jejawi 3, Arau 02600, Perlis, Malaysia
| | - Kavita Pusphanathan
- Bioprocess Technology Division, School of Industrial Technology, Universiti Sains Malaysia, Gelugor 11800, Penang, Malaysia
| | - Masoom Raza Siddiqui
- Chemistry Department, College of Science, King Saud University, Riyadh 11451, Saudi Arabia
| | - Mahboob Alam
- Division of Chemistry and Biotechnology, Dongguk University, 123 Dongdaero, Gyeongju-si 780714, Republic of Korea
| | - Mohd Rafatullah
- Environmental Technology Division, School of Industrial Technology, Universiti Sains Malaysia, Gelugor 11800, Penang, Malaysia
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Method for Prolonging the Shelf Life of Apples after Storage. APPLIED SCIENCES-BASEL 2022. [DOI: 10.3390/app12083975] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
This study investigated the effects of the use of low magnetic fields as a potential method for improving the quality of apples after storage. The fruit were exposed to 100 μT magnetic fields for 8 h per day and kept for a period of two weeks in room conditions. The results showed that the samples that were treated with a magnetic field generally had a higher value ratio of total soluble solid and titratable acidity compared to the untreated samples, which indicated their higher quality. Continuous treatment with a magnetic field influenced the mechanical properties of apples, as demonstrated by the greater firmness, lower weight loss and suppressed CO2 production of the apples that were stored in room conditions. After the treatment of the apples, a new product was produced with greater firmness, higher quality potential (the ratio of total soluble solid and titratable acidity) and an extended shelf life/lower respiration rate. Therefore, treatment with a magnetic field can be used to extend the shelf life of apples and needs to be demonstrated by further investigations.
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