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Al-Dairi M, Pathare PB, Al-Yahyai R, Jayasuriya H, Al-Attabi Z. Banana fruit bruise detection using fractal dimension based image processing. Food Chem 2024; 455:139812. [PMID: 38823131 DOI: 10.1016/j.foodchem.2024.139812] [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: 03/06/2024] [Revised: 05/02/2024] [Accepted: 05/22/2024] [Indexed: 06/03/2024]
Abstract
The study used the fractal dimension (FD), browning incidence, and grayscale values using machine vision to describe the bruise magnitude and quality of mechanically damaged 'Fard' bananas bruised from 20, 40, 60 cm drop heights by 66, 98, and 110 g ball weights conditioned at different storage temperatures (5, 13, 22 °C) after 48 h. Conventional analyses like bruise area (BA), bruise volume (BV), and bruise susceptibility (BS) were also conducted. A correlation was performed to determine the relationship between image processing and conventional assessment of bruise damage in bananas. Weight, firmness, color, sugar content, and acidity were investigated. The results demonstrated that bananas bruised from the highest force and stored at 5 and 22 °C reported the lowest FD with values of 1.7162 and 1.7403, respectively. Increasing the level of damage reduced the fractal dimension and grayscale values and increased browning incidence and bruise susceptibility values after 48 h of storage. The total color change values showed a strong Pearson's correlation coefficient (r≥-0.81) with image analysis fractal dimension and grayscale values. The findings also indicated that higher bruising and temperature can induce weight loss, firmness reduction, lightness, and yellowness increment, and sugar and acidity changes. Overall, the fractal image analysis conducted in this study was highly effective in describing the bruising magnitude of bananas under different conditions.
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Affiliation(s)
- Mai Al-Dairi
- Department of Soils, Water and Agricultural Engineering, College of Agricultural & Marine Sciences, Sultan Qaboos University, Oman
| | - Pankaj B Pathare
- Department of Soils, Water and Agricultural Engineering, College of Agricultural & Marine Sciences, Sultan Qaboos University, Oman..
| | - Rashid Al-Yahyai
- Department of Plant Sciences, College of Agricultural & Marine Sciences, Sultan Qaboos University, Oman
| | - Hemanatha Jayasuriya
- Department of Soils, Water and Agricultural Engineering, College of Agricultural & Marine Sciences, Sultan Qaboos University, Oman
| | - Zahir Al-Attabi
- Department of Food Sciences and Nutrition, College of Agricultural & Marine Sciences, Sultan Qaboos University, Oman
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Al-Dairi M, Pathare PB, Al-Yahyai R, Al-Mahdouri A. Effect on physiological properties of banana fruit based on pendulum impact test and storage. Curr Res Food Sci 2023; 7:100640. [PMID: 38058507 PMCID: PMC10696235 DOI: 10.1016/j.crfs.2023.100640] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/16/2023] [Revised: 11/09/2023] [Accepted: 11/13/2023] [Indexed: 12/08/2023] Open
Abstract
This study investigated the effect of mechanical damage of different impact energies (0.074 J, 0.160 J, 0.273 J) generated by a pendulum impactor and evaluated the bruise intensity and quality changes of bananas after 12 days of storage at 5, 13, and 22 °C. The bruise area (BA) and bruise susceptibility (BS) in the banana fruit were significantly increased as impact damage increased. The results of weight loss % and electrolyte leakage (EL%) were highly dependent on all studied factors; in the order of storage temperature > storage days > impact level. Storage temperature and impact damage accelerated the incidence of transpiration rate (TRm) during storage. Regarding color measurements, the results of image processing emphasized that storage at 13 °C exhibited the ideal color change in bruised fruit, which revealed a slow increment in lightness (L*) and yellowness (b*) until the last day of storage. The ethylene production rate (EPR) was recorded at its maximum peak on days 2 and 12 with values of 3.85 × 10-3 and 3.08 × 10-3 mg kg-1h-1 in banana fruit bruised by high-impact (0.273 J) and stored at 22 °C. Regardless of impact level, all size measurements reduction % including, surface area (As), geometric mean diameter (Dg), and fruit volume (Vf) of bruised bananas were higher at ambient storage conditions than those stored at 5 and 13 °C. The results of regression analysis can confirm the possibility of bruise susceptibility (BS) to estimate the quality changes of bruised fruit during storage.
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Affiliation(s)
- Mai Al-Dairi
- Department of Soils, Water and Agricultural Engineering, College of Agricultural & Marine Sciences, Sultan Qaboos University, Oman
| | - Pankaj B. Pathare
- Department of Soils, Water and Agricultural Engineering, College of Agricultural & Marine Sciences, Sultan Qaboos University, Oman
| | - Rashid Al-Yahyai
- Department of Plant Sciences, College of Agricultural & Marine Sciences, Sultan Qaboos University, Oman
| | - Adil Al-Mahdouri
- Department of Soils, Water and Agricultural Engineering, College of Agricultural & Marine Sciences, Sultan Qaboos University, Oman
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Mahlare MJS, Husselmann L, Lewu MN, Bester C, Lewu FB, Caleb OJ. Analysis of the Differentially Expressed Proteins and Metabolic Pathways of Honeybush ( Cyclopia subternata) in Response to Water Deficit Stress. PLANTS (BASEL, SWITZERLAND) 2023; 12:plants12112181. [PMID: 37299160 DOI: 10.3390/plants12112181] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/02/2023] [Revised: 05/10/2023] [Accepted: 05/13/2023] [Indexed: 06/12/2023]
Abstract
Honeybush (Cyclopia spp.) is a rich source of antioxidant properties and phenolic compounds. Water availability plays a crucial role in plant metabolic processes, and it contributes to overall quality. Thus, this study aimed to investigate changes in molecular functions, cellular components, and biological processes of Cyclopia subternata exposed to different water stress conditions, which include well-watered (as Control, T1), semi-water stressed (T2), and water-deprived (T3) potted plants. Samples were also collected from a well-watered commercial farm first cultivated in 2013 (T13) and then cultivated in 2017 (T17) and 2019 (T19). Differentially expressed proteins extracted from C. subternata leaves were identified using LC-MS/MS spectrometry. A total of 11 differentially expressed proteins (DEPs) were identified using Fisher's exact test (p < 0.00100). Only α-glucan phosphorylase was found to be statistically common between T17 and T19 (p < 0.00100). Notably, α-glucan phosphorylase was upregulated in the older vegetation (T17) and downregulated in T19 by 1.41-fold. This result suggests that α-glucan phosphorylase was needed in T17 to support the metabolic pathway. In T19, five DEPs were upregulated, while the other six were downregulated. Based on gene ontology, the DEPs in the stressed plant were associated with cellular and metabolic processes, response to stimulus, binding, catalytic activity, and cellular anatomical entity. Differentially expressed proteins were clustered based on the Kyoto Encyclopedia of Genes and Genomes (KEGG), and sequences were linked to metabolic pathways via enzyme code and KEGG ortholog. Most proteins were involved in photosynthesis, phenylpropanoid biosynthesis, thiamine, and purine metabolism. This study revealed the presence of trans-cinnamate 4-monooxygenase, an intermediate for the biosynthesis of a large number of substances, such as phenylpropanoids and flavonoids.
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Affiliation(s)
- Mary-Jane S Mahlare
- Agricultural Research Council (ARC) Infruitec-Nietvoorbij, Stellenbosch 7599, South Africa
- Department of Agriculture, Faculty of Applied Sciences, Cape Peninsula University of Technology, Wellington Campus, Private Bag X8, Wellington 7654, South Africa
| | - Lizex Husselmann
- Department of Biotechnology, University of the Western Cape, Bellville 7535, South Africa
| | - Muinat N Lewu
- Agricultural Research Council (ARC) Infruitec-Nietvoorbij, Stellenbosch 7599, South Africa
| | - Cecilia Bester
- Agricultural Research Council (ARC) Infruitec-Nietvoorbij, Stellenbosch 7599, South Africa
| | - Francis B Lewu
- Department of Agriculture, Faculty of Applied Sciences, Cape Peninsula University of Technology, Wellington Campus, Private Bag X8, Wellington 7654, South Africa
| | - Oluwafemi James Caleb
- Africa Institute for Postharvest Technology, Faculty of AgriSciences, Stellenbosch University, Private Bag X1, Matieland 7602, South Africa
- Department of Horticultural Science, Faculty of AgriSciences, Stellenbosch University, Matieland 7602, South Africa
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Kgang IE, Klein A, Mohamed GG, Mathabe PMK, Belay ZA, Caleb OJ. Enzymatic and proteomic exploration into the inhibitory activities of lemongrass and lemon essential oils against Botrytis cinerea (causative pathogen of gray mold). Front Microbiol 2023; 13:1101539. [PMID: 36741895 PMCID: PMC9890175 DOI: 10.3389/fmicb.2022.1101539] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/18/2022] [Accepted: 12/28/2022] [Indexed: 01/19/2023] Open
Abstract
Introduction Essential oils (EOs) have been demonstrated as efficacious against B. cinerea. However, the underpinning enzymatic and proteomic mechanism for these inhibitory effects is not entirely clear. Methods Thus, this study examined the effects of lemon (Le) and lemongrass (Lg) EOs (individually and in combination) against B. cinerea based on enzymatic and proteomic analyses. Proteomics data are available via ProteomeXchange with identifier PXD038894. Results and discussion Both EOs (individually and in combination) displayed abilities to induce scavenging as observed with the reduction of H2O2. Measured malondialdehyde (MDA) and superoxide dismutase (SOD) activity were increased in all EOs treated B. cinerea mycelia compared to the control. Ascorbate peroxidase (APX) activity was highest in Lg treated B. cinerea (206% increase), followed by combined (Le + Lg) treatment with 73% compared to the untreated control. Based on GC-MS analysis, the number of volatile compounds identified in lemon and lemongrass EOs were 7 and 10, respectively. Major chemical constituent of lemon EO was d-limonene (71%), while lemongrass EO was a-citral (50.1%). Based on the interrogated LC-MS data, 42 distinct proteins were identified, and 13 of these proteins were unique with 1, 8, and 4 found in Le-, Lg-, and (Le + Lg) EOs treated B. cinerea, respectively, and none in control. Overall, 72% of identified proteins were localized within cellular anatomical entity, and 28% in protein-complexes. Proteins involved in translation initiation, antioxidant activity, protein macromolecule adaptor activity and microtubule motor activity were only identified in the Lg and (Le + Lg) EOs treated B. cinerea mycelia, which was consistent with their APX activities.
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Affiliation(s)
- Itumeleng E. Kgang
- Department of Biotechnology, University of the Western Cape, Western Cape, South Africa
- Post-Harvest and Agro-Processing Technologies (PHATs), Agricultural Research Council (ARC) Infruitec-Nietvoorbij, Stellenbosch, South Africa
| | - Ashwil Klein
- Department of Biotechnology, University of the Western Cape, Western Cape, South Africa
| | - Gadija G. Mohamed
- Department of Biotechnology, University of the Western Cape, Western Cape, South Africa
| | - Patricia M. K. Mathabe
- School of Agriculture, Food & the Environment, Royal Agricultural University, Cirencester, United Kingdom
| | - Zinash A. Belay
- Post-Harvest and Agro-Processing Technologies (PHATs), Agricultural Research Council (ARC) Infruitec-Nietvoorbij, Stellenbosch, South Africa
| | - Oluwafemi James Caleb
- Department of Food Science, Faculty of AgriSciences, Stellenbosch University, Stellenbosch, South Africa
- African Institute for Postharvest Technology, Faculty of AgriSciences, Stellenbosch University, Stellenbosch, South Africa
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Yanclo LA, Sigge G, Belay ZA, October F, Caleb OJ. Microstructural, biochemical and drying characteristics of dehydrated 'Sunectwentyone' nectarines as affected by sodium metabisulphite. Food Sci Biotechnol 2022; 31:311-322. [PMID: 35273821 PMCID: PMC8885958 DOI: 10.1007/s10068-022-01039-6] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/13/2021] [Revised: 01/21/2022] [Accepted: 01/24/2022] [Indexed: 11/27/2022] Open
Abstract
Abstract Nectarine fruit is highly perishable due to its high moisture content (89%) and susceptibility to decay. Continuous degradation in quality attributes due to physiological responses and ripening result ultimately in post-harvest losses. Drying of fruit offers the possibility to minimize losses and add value to fresh produce. Thus, this study evaluated the impacts of sodium metabisulphite (SMB; 10 g/kg) and characterized the influence of hot air (50 °C) drying on the kinetics, fruit tissue microstructure, and the physicochemical properties of dried 'Sunectwentyone' nectarines (Super star®). Out of the nine mathematical models, Logarithmic and Henderson, and Pabis models were the most suitable to predict the drying behaviour of sliced nectarines (R 2 = 0.94). Based on the microstructural analysis, prolonged drying led to higher tissue displacement/disruption in dehydrated nectarine slices. Results showed that SMB treatment was more effective in maintaining both the freshness and the color of 'Sunectwentyone' nectarine than the untreated. Graphical abstract Supplementary Information The online version contains supplementary material available at 10.1007/s10068-022-01039-6.
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Affiliation(s)
- Loriane A. Yanclo
- Agri-Food Systems and Omics Laboratory, Post-Harvest and Agro-Processing Technologies (PHATs), Agricultural Research Council (ARC) Infruitec-Nietvoorbij, Private Bag X5026, Stellenbosch, 7599 South Africa ,Department of Food Science, Faculty of AgriSciences, Stellenbosch University, Private Bag X1, Stellenbosch, 7602 South Africa
| | - Gunnar Sigge
- Department of Food Science, Faculty of AgriSciences, Stellenbosch University, Private Bag X1, Stellenbosch, 7602 South Africa
| | - Zinash A. Belay
- Agri-Food Systems and Omics Laboratory, Post-Harvest and Agro-Processing Technologies (PHATs), Agricultural Research Council (ARC) Infruitec-Nietvoorbij, Private Bag X5026, Stellenbosch, 7599 South Africa
| | - Feroza October
- Post-Harvest and Agro-Processing Technologies (PHATs), Agricultural Research Council (ARC) Infruitec-Nietvoorbij, Private Bag X5026, Stellenbosch, 7599 South Africa
| | - Oluwafemi J. Caleb
- Agri-Food Systems and Omics Laboratory, Post-Harvest and Agro-Processing Technologies (PHATs), Agricultural Research Council (ARC) Infruitec-Nietvoorbij, Private Bag X5026, Stellenbosch, 7599 South Africa ,Africa Institute for Postharvest Technology, Department of Food Science, Faculty of AgriSciences, Stellenbosch University, Stellenbosch, 7602 South Africa
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Nyamende NE, Belay ZA, Keyser Z, Oyenihi AB, Caleb OJ. Impacts of alkaline‐electrolyzed water treatment on physicochemical, phytochemical, antioxidant properties and natural microbial load on ‘Granny Smith’ apples during storage. Int J Food Sci Technol 2022. [DOI: 10.1111/ijfs.15426] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/18/2022]
Affiliation(s)
- Nandi E. Nyamende
- Agri‐Food Systems & Omics Laboratory Post‐Harvest and Agro‐Processing Technologies (PHATs) Agricultural Research Council (ARC) Infruitec‐Nietvoorbij Private Bag X5026 Stellenbosch 7599 South Africa
- Department of Food Science and Technology Faculty of Applied sciences Cape Peninsula University of Technology Bellville 7535 South Africa
| | - Zinash A. Belay
- Agri‐Food Systems & Omics Laboratory Post‐Harvest and Agro‐Processing Technologies (PHATs) Agricultural Research Council (ARC) Infruitec‐Nietvoorbij Private Bag X5026 Stellenbosch 7599 South Africa
| | - Zanephyn Keyser
- Department of Food Science and Technology Faculty of Applied sciences Cape Peninsula University of Technology Bellville 7535 South Africa
| | - Ayodeji B. Oyenihi
- Functional Foods Research Unit Faculty of Applied Sciences Cape Peninsula University of Technology Bellville 7535 South Africa
| | - Oluwafemi James Caleb
- Agri‐Food Systems & Omics Laboratory Post‐Harvest and Agro‐Processing Technologies (PHATs) Agricultural Research Council (ARC) Infruitec‐Nietvoorbij Private Bag X5026 Stellenbosch 7599 South Africa
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Advances in Vacuum Ultraviolet Photolysis in the Postharvest Management of Fruit and Vegetables Along the Value Chains: a Review. FOOD BIOPROCESS TECH 2021. [DOI: 10.1007/s11947-021-02703-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/20/2022]
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