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19 pages, 19816 KiB  
Article
Ethylene-Induced Postharvest Changes in Five Chinese Bayberry Cultivars Affecting the Fruit Ripening and Shelf Life
by Mostafa Saeed, Lan Zhao, Ahmed K. Rashwan, Ahmed I. Osman, Zhuyun Chen, Guoyun Wang, Chaochao Zhou, Ting Tu, Ahmed Alabd, Yun Jiao and Zhongshan Gao
Horticulturae 2024, 10(11), 1144; https://doi.org/10.3390/horticulturae10111144 - 28 Oct 2024
Viewed by 1077
Abstract
Ethylene is an essential indicator of fruit ripening and climacteric or non-climacteric nature. This study investigated the postharvest behavior of five Chinese bayberry cultivars ‘Biqi’, ‘Dongkui’, ‘Fenhong’, ‘Xiazhihong’, and ‘Shuijing’. The fruits were harvested mature and stored at room temperature (25 °C) and [...] Read more.
Ethylene is an essential indicator of fruit ripening and climacteric or non-climacteric nature. This study investigated the postharvest behavior of five Chinese bayberry cultivars ‘Biqi’, ‘Dongkui’, ‘Fenhong’, ‘Xiazhihong’, and ‘Shuijing’. The fruits were harvested mature and stored at room temperature (25 °C) and under cold storage conditions (4 °C) to investigate the dynamics of ethylene production, firmness, anthocyanin content, and cell wall polysaccharide composition, as well as basic fruit physicochemical characteristics. The results show that Chinese bayberry is a climacteric fruit with ethylene production peaking shortly after harvest, especially at room temperature. Fruit color intensified over time due to anthocyanin accumulation, particularly in the flesh core. Darker cultivars produced more ethylene, which correlated with higher anthocyanin levels. At room temperature, ‘Biqi’ (black) had the highest ethylene production (4.03 µL·kg−1·h−1) and anthocyanin content (0.91 mg/g FW), while ‘Shuijing’, the white cultivar, had the lowest ethylene levels (1.9 µL·kg−1·h−1) and anthocyanin content (0.03 mg/g FW). Firmness significantly decreased at room temperature due to the degradation of hemicellulose and insoluble pectin, whereas cold storage mitigates this effect. After 3 days at room temperature, the average of firmness decreased by 23.7% in the five cultivars, compared to 12.7% under cold storage. Total soluble solids increase during storage, enhancing sweetness, especially at room temperature, with ‘Biqi’ increasing from 9.2 to 10.9% at 4 °C. Titratable acidity slightly decreased over time: the value for ‘Biqi’ decreased from 1.2% to 0.95% at room temperature and 1.1% at 4 °C. Citric, malic, and tartaric acid generally declined at room temperature but stabilized under cold storage. Sucrose, fructose, and glucose increased or remained stable, with significant varietal differences. Our results indicate that storing Chinese bayberry at 4 °C effectively preserves its quality and extends postharvest life. These findings underscore ethylene’s key role in regulating ripening, postharvest quality, and shelf life by influencing fruit color, firmness, and overall consumer appeal. Full article
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<p>Color development in five cultivars and cross-sections of Chinese bayberry fruits stored at different temperatures after harvest.</p>
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<p>(<b>A</b>) Total anthocyanin content (TAC) in five cultivars of Chinese bayberry fruits under different storage times (milligrams (mg) per gram (g) fresh weight (FW)), (<b>B</b>) ethylene production over 3 days at room temperature, and (<b>C</b>) ethylene production 7 days at 4 °C in five cultivars of Chinese bayberry fruits. The values are expressed as the mean ± standard error (SE), and different letters indicate significant differences between the storage conditions in the same cultivar, while the stars indicate significant differences between the cultivars at <span class="html-italic">p</span> &lt; 0.05 (as assessed by Duncan’s multiple range test). The stars with the TAC parameter show statistically significant differences between the cultivars (<span class="html-italic">p</span> &lt; 0.05 **, &lt;0.01 ***).</p>
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<p>Physiochemical analysis of five cultivars of Chinese bayberry fruits under different storage times. (<b>A</b>) Fruit firmness, (<b>B</b>) total soluble solids (TSS), and (<b>C</b>) titratable acidity (TA) of five cultivars of Chinese bayberry fruits under different storage times. The values are expressed as the mean ± standard error (SE). Different letters indicate significant differences between the storage conditions in the same cultivar at <span class="html-italic">p</span> &lt; 0.05 (as assessed by Duncan’s multiple range test).</p>
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<p>Cell wall polysaccharide composition of five cultivars of Chinese bayberry fruits under different storage times. (<b>A</b>) Hemicellulose content, (<b>B</b>) cellulose content, (<b>C</b>) soluble pectin content, and (<b>D</b>) insoluble pectin content. The values are expressed as the mean ± standard error (SE), and different letters indicate significant differences between the storage conditions in the same cultivar at (<span class="html-italic">p</span> &lt; 0.05) (as assessed by Duncan’s multiple range test). Here, mg/g FW is milligrams per gram fresh weight of fruit.</p>
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<p>Changes in organic acids content in five cultivars of Chinese bayberry fruits under different storage times. (<b>A</b>) Citric acid, (<b>B</b>) malic acid and (<b>C</b>) tartaric acid. The values are expressed as the mean ± standard error (SE). Different letters indicate significant differences between the storage conditions in the same cultivar at <span class="html-italic">p</span> &lt; 0.05 (as assessed by Duncan’s multiple range test). Here, 0d-RT is harvest day at room temperature; 3d-RT is after 3 days of storage at room temperature; 7d-4 °C is at 7 days of storage at 4 °C; mg/g FW is milligrams per gram fresh weight of fruit.</p>
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<p>Changes in sugar content in five cultivars of Chinese bayberry fruits under different storage times. (<b>A</b>) Sucrose, (<b>B</b>) fructose, and (<b>C</b>) glucose. The values are expressed as the mean ± standard error (SE). Different letters indicate significant differences between the storage conditions in the same cultivar at (<span class="html-italic">p</span> &lt; 0.05) (as assessed by Duncan’s multiple range test). Here, 0d-RT is harvest day at room temperature; 3d-RT is after 3 days of storage at room temperature; 7d-4 °C is at 7 days of storage at 4 °C; mg/g FW is milligrams per gram fresh weight of fruit.</p>
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16 pages, 1917 KiB  
Article
Innovative Postharvest Management for Hass Avocado at the Preclimacteric Stage: A Combined Technology with GABA and 1-MCP
by María Celeste Ruiz-Aracil, Juan Miguel Valverde, Mihaela Iasmina Madalina Ilea, Daniel Valero, Salvador Castillo and Fabián Guillén
Foods 2024, 13(16), 2485; https://doi.org/10.3390/foods13162485 - 7 Aug 2024
Cited by 1 | Viewed by 5511
Abstract
Avocado (Persea americana Mill.) is a subtropical climacteric fruit with a limited shelf life due to its high sensitivity to low temperatures. Chilling injury (CI) produced by cold storage displays symptoms in avocado fruit such as irregular ripening, darkening of the mesocarp, [...] Read more.
Avocado (Persea americana Mill.) is a subtropical climacteric fruit with a limited shelf life due to its high sensitivity to low temperatures. Chilling injury (CI) produced by cold storage displays symptoms in avocado fruit such as irregular ripening, darkening of the mesocarp, hardening of vascular strands, lipid oxidation with “off flavors”, and pitting and darkening of the skin, increasing weight loss. Accordingly, we studied the effect of γ-aminobutyric acid (GABA) and 1-methylcyclopropene (1-MCP) alone or in combination as postharvest treatments to maintain quality and to increase cold tolerance. Hass avocados were stored at 5 °C plus 5 days at room temperature. The results showed that the combined treatment improved fruit quality parameters as compared with control fruit and with those treated with only 1-MCP or GABA. The combined treatment delayed synergistically the postharvest ripening process. This delayed pattern was concomitant with a delayed ethylene pattern in GABA + 1-MCP or 1-MCP fruit batches. CI symptoms and electrolyte leakage were minimized in all GABA and 1-MCP fruit batches specifically in the combined treatment. For this reason, the synergistic effect of the combination of treatments may be recommended as an effective alternative strategy to prolong the postharvest quality of avocado during refrigerated storage. Full article
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<p>Evolution of weight loss (g 100 g<sup>−1</sup>) (<b>A</b>) and fruit firmness (N mm<sup>−1</sup>) (<b>B</b>) of Hass avocado treated with distilled water (control), 1-MCP at 0.3 µL L<sup>−1</sup>, GABA at 1 mM, and the combination of 1-MCP and GABA (M+G) during storage at 5 °C plus 5 days at 20 °C. The data are the mean ± SE (<span class="html-italic">n</span> = 3). Different lowercase letters show significant differences (<span class="html-italic">p</span> &lt; 0.05) among treatments for each sampling date.</p>
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<p>Evolution of respiration rate (mg CO<sub>2</sub> kg<sup>−1</sup> h<sup>−1</sup>) (<b>A</b>) and ethylene production (nL g<sup>−1</sup> h<sup>−1</sup>) (<b>B</b>) of Hass avocado treated with distilled water (control), 1-MCP at 0.3 µL L<sup>−1</sup>, GABA at 1 mM, and the combination of 1-MCP and GABA (M+G) during storage at 5 °C plus 5 days at 20 °C. The data are the mean ± SE (<span class="html-italic">n</span> = 3). Different lowercase letters show significant differences (<span class="html-italic">p</span> &lt; 0.05) among treatments for each sampling date.</p>
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<p>Evolution of total soluble solids (TSSs) (g 100 g<sup>−1</sup>) (<b>A</b>) and total acidity (TA) (g 100 g<sup>−1</sup>) (<b>B</b>) of Hass avocados treated with distilled water (control), 1-MCP at 0.3 µL L<sup>−1</sup>, GABA at 1 mM, and the combination of 1-MCP and GABA (M+G) during storage at 5 °C plus 5 days at 20 °C. The data are the mean ± SE (<span class="html-italic">n</span> = 3). Different lowercase letters show significant differences (<span class="html-italic">p</span> &lt; 0.05) among treatments for each sampling date.</p>
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<p>Appearance and evolution of skin external color CIE <span class="html-italic">L</span>* (<b>A</b>), CIE <span class="html-italic">Chroma*</span> (<b>B</b>), and skin chlorophyll content (mg 100 g<sup>−1</sup>) (<b>C</b>) of Hass avocado treated with distilled water (control), 1-MCP at 0.3 µL L<sup>−1</sup>, GABA at 1 mM, and the combination of 1-MCP and GABA (M+G) during storage at 5 °C plus 5 days at 20 °C. The data are the mean ± SE (<span class="html-italic">n</span> = 3). Different lowercase letters show significant differences (<span class="html-italic">p</span> &lt; 0.05) among treatments for each sampling date.</p>
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<p>Evolution of electrolyte leakage (%) (<b>A</b>) and CI (0–10 scale) (<b>B</b>) of Hass avocado treated with distilled water (control), 1-MCP at 0.3 µL L<sup>−1</sup>, GABA at 1 mM, and the combination of 1-MCP and GABA (M+G) during storage at 5 °C plus 5 days at 20 °C. The data are the mean ± SE (<span class="html-italic">n</span> = 3). Different lowercase letters show significant differences (<span class="html-italic">p</span> &lt; 0.05) among treatments for each sampling date.</p>
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<p>Internal visual aspect of Hass avocado at harvest day and avocado treated with distilled water (control), 1-MCP at 0.3 µL L<sup>−1</sup>, GABA at 1 mM, and the combination of 1-MCP and GABA (M+G) after 28 days of storage after 5 °C plus 5 days at 20 °C.</p>
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12 pages, 6697 KiB  
Article
Microstructural Evolution and Subsequent Mechanical Properties of Ti65 Titanium Alloy during Long-Term Thermal Exposure
by Juan Li, Wentao Jiang, Chunlin Xia, Yuting Deng, Yue Gao and Changyi Yang
Metals 2024, 14(8), 854; https://doi.org/10.3390/met14080854 - 25 Jul 2024
Viewed by 1126
Abstract
The microstructural stability and property evolution of high-temperature titanium alloys under long-term high-temperature conditions has been a critical scientific issue in the field of advanced titanium alloys. In this work, we systematically investigated the precipitation behavior of silicides and ordered α2 phase, [...] Read more.
The microstructural stability and property evolution of high-temperature titanium alloys under long-term high-temperature conditions has been a critical scientific issue in the field of advanced titanium alloys. In this work, we systematically investigated the precipitation behavior of silicides and ordered α2 phase, which are closely related to the microstructural stability of Ti65 high-temperature alloy, during thermal exposure at 650 °C for different periods of time. Furthermore, the effects of thermal exposure on mechanical properties were evaluated using room temperature and high temperature tensile tests, and subsequently, the correlation between the microstructural thermal stability and the mechanical characteristics was discussed. The results reveal that (Ti, Zr)6Si3 silicides initially precipitate within the residual β film and then start to precipitate in the α platelet. A large number of fine spherical α2 precipitates were formed inside the α platelet after a short thermal exposure. The number density of ordered α2 decreased significantly after 1000 h due to Ostwald ripening. The precipitation of silicides and ordered α2 phases during thermal exposure improves the tensile strength but deteriorates the ductility, and the room-temperature ductility is slightly restored due to α2 ripening after long-time thermal exposure. Ti65 high-temperature titanium alloy consistently maintains favorable room-temperature tensile properties throughout long-term thermal exposure. Full article
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Figure 1
<p>Microstructure observation of Ti65 alloy in the initial condition: (<b>a</b>) SEM image; (<b>b</b>) EDS results of α<sub>G</sub> and α<sub>S</sub> phases; (<b>c</b>) TEM bright-field image; (<b>d</b>) SAED pattern of silicide; (<b>e</b>) EDS results for silicide; (<b>f</b>) SAED pattern of α platelet; (<b>g</b>) TEM dark-field image of α<sub>2</sub> phase.</p>
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<p>SEM images showing the change in the lamellar structure morphology with exposure times of (<b>a</b>) 8 h, (<b>b</b>) 100 h, (<b>c</b>) 500 h, and (<b>d</b>) 1000 h.</p>
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<p>Elemental changes in the lamellar microstructure of Ti65 alloy under different thermal exposure times: (<b>a</b>) grain boundary α(α<sub>G</sub>); (<b>b</b>) lamellar secondary α(α<sub>S</sub>).</p>
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<p>TEM bright field images of Ti65 alloy after thermal exposure at 650 °C for (<b>a</b>) 8 h, (<b>b</b>) 100 h, (<b>c</b>) 500 h, and (<b>d</b>) 1000 h; (<b>e</b>) SAED pattern of silicide after thermal exposures; (<b>f</b>) silicide composition with thermal exposure time.</p>
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<p>Typical SAED patterns of Ti65 alloy after thermal exposure with incident direction (<b>a</b>) [<math display="inline"><semantics> <mover accent="true"> <mn>1</mn> <mo stretchy="false">¯</mo> </mover> </semantics></math>102]<sub>α</sub>//[<math display="inline"><semantics> <mover accent="true"> <mn>1</mn> <mo stretchy="false">¯</mo> </mover> </semantics></math>104]<sub>α2</sub> and (<b>b</b>) [<math display="inline"><semantics> <mover accent="true"> <mn>2</mn> <mo stretchy="false">¯</mo> </mover> </semantics></math>110]<sub>α</sub>//[<math display="inline"><semantics> <mover accent="true"> <mn>2</mn> <mo stretchy="false">¯</mo> </mover> </semantics></math>110]<sub>α2</sub>, showing superlattice reflections from α<sub>2</sub>-phase.</p>
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<p>Dark field image morphology of Ti65 alloy along the [<math display="inline"><semantics> <mover accent="true"> <mn>1</mn> <mo stretchy="false">¯</mo> </mover> </semantics></math>102]<sub>α</sub> incidence direction after thermal exposure for different times: (<b>a</b>) 8 h, (<b>b</b>) 100 h, (<b>c</b>) 500 h, and (<b>d</b>) 1000 h.</p>
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<p>The variation in tensile properties at (<b>a</b>) room temperature and (<b>b</b>) 650 °C of Ti65 alloys with prolonged thermal exposure.</p>
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17 pages, 16150 KiB  
Article
Effect of Deep Cryogenic Aging Treatment on Microstructure and Mechanical Properties of Selective Laser-Melted AlSi10Mg Alloy
by Pengjun Tang, Taiqi Yan, Yu Wu and Haibo Tang
Metals 2024, 14(5), 493; https://doi.org/10.3390/met14050493 - 24 Apr 2024
Cited by 2 | Viewed by 1626
Abstract
Deep cryogenic aging (DCA) is a newly developed heat treatment technique for additive-manufactured metallic materials to reduce residual stress and improve their mechanical properties. In this study, AlSi10Mg alloy samples fabricated by selective laser melting were deep-cryogenic-treated at −160 °C and subsequently aged [...] Read more.
Deep cryogenic aging (DCA) is a newly developed heat treatment technique for additive-manufactured metallic materials to reduce residual stress and improve their mechanical properties. In this study, AlSi10Mg alloy samples fabricated by selective laser melting were deep-cryogenic-treated at −160 °C and subsequently aged at 160 °C. Phase and microstructural analyses were conducted using X-ray diffraction, optical microscopy, scanning electron microscopy, and transmission electron microscopy, while the mechanical properties were evaluated through microhardness and tensile testing at room temperature. The results indicated that the DCA treatment did not have an effect on the morphology of the melt pools. However, it facilitated the formation of atomic clusters and nanoscale Si and β′ phases, as well as accelerating the coarsening of grains and the ripening of the eutectic Si phase. After DCA treatment, the mass fraction of the Si phase experienced an increase from 4.4% to 7.2%. Concurrently, the volume fraction of the precipitated secondary phases elevated to 5.1%. The microhardness was enhanced to 147 HV, and the ultimate tensile strength and yield strength achieved 495 MPa and 345 MPa, respectively, with an elongation of 7.5%. In comparison to the as-built specimen, the microhardness, ultimate tensile strength, and yield strength increased by 11.4%, 3.1%, and 19.0%, respectively. The improvement in mechanical properties is primarily attributed to the Orowan strengthening mechanism induced by the secondary phases. Full article
(This article belongs to the Special Issue Advances in Laser Metal Deposition Processes)
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<p>The workflow diagram of this research (<b>a</b>); schematic of SLM samples (<b>b</b>).</p>
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<p>Scheme of heat treatment procedure for DC and aging process.</p>
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<p>The XRD patterns of the AB, DA, and DCA samples: 2θ angular range from 20° to 80° (<b>a</b>), diffraction curves of Al (311) peaks (<b>b</b>), partial patterns between 25° and 50° (<b>c</b>), and FWHM results of main diffraction peaks (<b>d</b>).</p>
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<p>The metallographic structures at lower (1) and higher (2) magnification for AB (<b>a1</b>,<b>a2</b>), DA (<b>b1</b>,<b>b2</b>), and DCA (<b>c1</b>,<b>c2</b>) specimens.</p>
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<p>The metallographic structures at lower (1) and higher (2) magnification for AB (<b>a1</b>,<b>a2</b>), DA (<b>b1</b>,<b>b2</b>), and DCA (<b>c1</b>,<b>c2</b>) specimens.</p>
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<p>The SEM morphologies of HAZ (1), CCZ (2), and FCZ (3) in AB (<b>a1</b>–<b>a3</b>), DA (<b>b1</b>–<b>b3</b>), and DCA (<b>c1</b>–<b>c3</b>) specimens.</p>
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<p>The SEM morphologies of HAZ (1), CCZ (2), and FCZ (3) in AB (<b>a1</b>–<b>a3</b>), DA (<b>b1</b>–<b>b3</b>), and DCA (<b>c1</b>–<b>c3</b>) specimens.</p>
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<p>Statistical results of mean diameters and volume fraction of second phases (<b>a</b>); wall thickness and width of cellular eutectic Si network (<b>b</b>).</p>
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<p>The TEM morphologies of SLM AlSi10Mg alloys in AB (<b>a1</b>–<b>a3</b>), DA (<b>b1</b>–<b>b3</b>), and DCA (<b>c1</b>–<b>c3</b>) states.</p>
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<p>The TEM morphologies and corresponding FFT patterns of secondary phases: (<b>a</b>) particle-like β′ and needle-like Si; (<b>b</b>) needle-like and rod-like Si.</p>
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<p>The TEM morphologies and corresponding FFT patterns of secondary phases: (<b>a</b>) particle-like β′ and needle-like Si; (<b>b</b>) needle-like and rod-like Si.</p>
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<p>The microhardness in melt pools of AB, DA, and DCA samples.</p>
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<p>The room temperature tensile properties of AB, DA, and DCA specimens (<b>a</b>), and the plot of yield strength versus elongation for different statuses of SLM AlSi10Mg [<a href="#B1-metals-14-00493" class="html-bibr">1</a>,<a href="#B15-metals-14-00493" class="html-bibr">15</a>,<a href="#B17-metals-14-00493" class="html-bibr">17</a>,<a href="#B23-metals-14-00493" class="html-bibr">23</a>,<a href="#B30-metals-14-00493" class="html-bibr">30</a>,<a href="#B35-metals-14-00493" class="html-bibr">35</a>,<a href="#B36-metals-14-00493" class="html-bibr">36</a>,<a href="#B37-metals-14-00493" class="html-bibr">37</a>] (<b>b</b>).</p>
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<p>The fracture morphologies at lower (1) and higher (2) magnification for AB (<b>a1</b>,<b>a2</b>), DA (<b>b1</b>,<b>b2</b>), and DCA (<b>c1</b>,<b>c2</b>) tensile samples.</p>
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<p>The fracture morphologies at lower (1) and higher (2) magnification for AB (<b>a1</b>,<b>a2</b>), DA (<b>b1</b>,<b>b2</b>), and DCA (<b>c1</b>,<b>c2</b>) tensile samples.</p>
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14 pages, 3310 KiB  
Article
Enhanced Adsorption of Trace Ethylene on Ag/NZ5 Modified with Ammonia: Hierarchical Structure and Metal Dispersion Effects
by Ying Qi, Huaming Yang, Chunli Li and Hao Li
Molecules 2024, 29(5), 981; https://doi.org/10.3390/molecules29050981 - 23 Feb 2024
Cited by 1 | Viewed by 1142
Abstract
Trace ethylene poses a significant challenge during the storage and transportation of agricultural products, causing over-ripening, reducing shelf life, and leading to food waste. Zeolite-supported silver adsorbents show promise for efficiently removing trace ethylene. Herein, hierarchical Ag/NZ5(X) adsorbents were prepared via different ammonia [...] Read more.
Trace ethylene poses a significant challenge during the storage and transportation of agricultural products, causing over-ripening, reducing shelf life, and leading to food waste. Zeolite-supported silver adsorbents show promise for efficiently removing trace ethylene. Herein, hierarchical Ag/NZ5(X) adsorbents were prepared via different ammonia modifications, which featured enhanced ethylene adsorption ability. Ag/NZ5(2.5) exhibited the largest capacity and achieved near-complete removal at room temperature with prolonged efficacy. Characterization results indicated that the ammonia modification led to the formation of a hierarchical structure in the zeolite framework, reducing diffusion resistance and increasing the accessibility of the active sites. Additionally, desilication effects increased the defectiveness, generating a stronger metal–support interaction and resulting in a higher metal dispersion rate. These findings provide valuable insights into the development of efficient adsorbents for removing trace ethylene, thereby reducing food waste and extending the shelf life of agricultural products. Full article
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<p>(<b>a</b>) Enlarged N<sub>2</sub> adsorption/desorption isotherms of Ag/NZ5(X) and unmodified ZSM-5, indicating pore volume and surface area variations. (<b>b</b>) XRD patterns, revealing structural changes across different ammonia modifications. (<b>c</b>) Complete N<sub>2</sub> adsorption/desorption isotherms, providing comprehensive insights. (<b>d</b>) Pore size distributions of the samples, obtained by adopting NLDFT.</p>
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<p>Scanning electron microscopy (SEM) images of Ag/NZ5(X) samples post modification, showing the preserved coffin-like morphology characteristic of ZSM-5: (<b>a</b>) Ag/NZ5(2.0) with the smoothest surface among the samples; (<b>b</b>) Ag/NZ5(2.5); (<b>c</b>) Ag/NZ5(3.0).</p>
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<p>TEM images of Ag/NZ5(X) (<b>top</b>): (<b>a</b>) Ag/NZ5(2.0); (<b>b</b>,<b>d</b>) Ag/NZ5(2.5) with silver nanoparticle on the surface; (<b>c</b>) Ag/NZ5(3.0). Mapping analysis results of Ag/NZ5(2.5) (<b>bottom</b>), with the corresponding TEM image shown in <a href="#app1-molecules-29-00981" class="html-app">Figure S2b</a>.</p>
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<p>(<b>a</b>) Diagrammatic representation of silanol and hydroxyl at various positions; (<b>b</b>) FT-IR spectra of Ag/NZ5(X) and ZSM-5 in the OH stretching vibrations range, identifying the existence of different species; (<b>c</b>) H<sub>2</sub>-TPR profiles of Ag/NZ5(X), revealing the intensity of the metal–support interaction.</p>
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<p>(<b>a</b>) Breakthrough curves of Ag/NZ5(X) illustrating the effective removal of ethylene. (<b>b</b>) Ethylene adsorption capacity, highlighting the superior performance of Ag/NZ5(2.5) with the largest capacity.</p>
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<p>(<b>a</b>) Ethylene temperature-programmed desorption (TPD) profiles of Ag/NZ5, revealing different adsorption sites. (<b>b</b>) Correlation between capacity, Indexed Hierarchy Factor (IHF), and dispersion of silver species, providing insights into adsorption process.</p>
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13 pages, 4887 KiB  
Article
The Textural and Physical Characteristics of Red Radishes Based on a Puncture Test
by Mariana Lupu, Valentin Nedeff, Mirela Panainte-Lehadus, Emilian Mosnegutu, Claudia Tomozei, Dana Chitimus and Dragos-Ioan Rusu
Processes 2024, 12(2), 282; https://doi.org/10.3390/pr12020282 - 27 Jan 2024
Viewed by 1235
Abstract
Texture is an important indication of the quality of food products, and the analysis of texture involves the measurement of their response when subjected to mechanical forces, such as cutting, scissoring, chewing, and compression or stretching. There is a close correlation between the [...] Read more.
Texture is an important indication of the quality of food products, and the analysis of texture involves the measurement of their response when subjected to mechanical forces, such as cutting, scissoring, chewing, and compression or stretching. There is a close correlation between the texture of agri-food products and their mechanical properties. In this study, the textural characteristics of red radish roots were analyzed under different storage conditions using a penetration test. The physical parameters analyzed are the skin strength and elasticity, breaking point, ripening and softening profile, and flesh firmness. The results of the breaking point after the products’ storage at room temperature (tested after one, two, and three days, respectively) are: 184.96 N, 151.29 N, and 154.42 N, respectively; for radishes stored at a temperature of 2.8 °C, the breaking point is: 132.12 N, 109.76 N, and 141.16 N, respectively. The lowest value of firmness is recorded for the radishes tested fresh at 78.98 N, and the highest value of firmness is for the sample of specimens kept at laboratory temperature, that is, 103.96 N. The epidermal elasticity also undergoes significant changes during the experiment, starting from an epidermal elasticity of 2.14 mm (fresh sample) to a value of 4.15 mm (for the sample stored at laboratory temperature for three days). The experimental determinations indicated that the highest value of the penetration force of 184.1 N was obtained for the product stored at room temperature, and the lowest value of 109.76 N was obtained for the product stored at 2.8 °C. Full article
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<p>Penetration test of red radish root using a cylindrical probe (P/2).</p>
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<p>Penetration force/distance curves for each condition for testing the radish root: (<b>a</b>) fresh; (<b>b</b>) RA1CR—radishes after one day in the cold room; (<b>c</b>) RA2CR—radishes after two days in the cold room; (<b>d</b>) RA3CR—radishes after three days in the cold room; (<b>e</b>) RA1RT—radishes after one day at room temperature; (<b>f</b>) RA2RT—radishes after two days at room temperature; (<b>g</b>) RA3RT—radishes after three days at room temperature.</p>
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<p>Penetration force/distance curves for each condition for testing the radish root: (<b>a</b>) fresh; (<b>b</b>) RA1CR—radishes after one day in the cold room; (<b>c</b>) RA2CR—radishes after two days in the cold room; (<b>d</b>) RA3CR—radishes after three days in the cold room; (<b>e</b>) RA1RT—radishes after one day at room temperature; (<b>f</b>) RA2RT—radishes after two days at room temperature; (<b>g</b>) RA3RT—radishes after three days at room temperature.</p>
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<p>A statistical representation of flash firmness of radish root for four samples with different moisture contents: (<b>a</b>) products kept at a temperature of 2.8 °C; (<b>b</b>) products kept at room temperature.</p>
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<p>A statistical representation of flash firmness of radish root for four samples with different moisture contents: (<b>a</b>) products kept at a temperature of 2.8 °C; (<b>b</b>) products kept at room temperature.</p>
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<p>Statistical representation of bioyield point for radish root corresponding to samples with four specific mass differences: (<b>a</b>) products kept at a temperature of 2.8 °C; (<b>b</b>) products kept at room temperature.</p>
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<p>Cluster analysis: (<b>a</b>) product stored at 2.8 °C; (<b>b</b>) product stored at room temperature.</p>
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<p>Analysis of main components: (<b>a</b>) product stored at 2.8 °C; (<b>b</b>) product stored at a room temperature.</p>
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11 pages, 8258 KiB  
Article
Evaluation of the Susceptibility of Lotus Seeds (Nelumbo nucifera Gaertn.) to Aspergillus flavus Infection and Aflatoxin Contamination
by Abdelrahman Elamin, Sharmin Sultana and Shohei Sakuda
Toxins 2024, 16(1), 29; https://doi.org/10.3390/toxins16010029 - 7 Jan 2024
Cited by 1 | Viewed by 2683
Abstract
The seeds of lotus (Nelumbo nucifera Gaertn.) have been used as significant medicinal and nutritional ingredients worldwide. The abundant proteins and polysaccharides in lotus seeds make them susceptible to contamination by aflatoxin (AF), a fungal toxic metabolite. This study was conducted to [...] Read more.
The seeds of lotus (Nelumbo nucifera Gaertn.) have been used as significant medicinal and nutritional ingredients worldwide. The abundant proteins and polysaccharides in lotus seeds make them susceptible to contamination by aflatoxin (AF), a fungal toxic metabolite. This study was conducted to investigate the susceptibility of lotus seeds at different stages of ripening to AF contamination, as well as the mechanism of the contamination. Seven groups of lotus receptacles with seeds at different ripening stages (A–G, from immature to mature) were used for the experiment. Spores of Aspergillus flavus, an AF producer, were inoculated on the water-gap area of the seeds in each receptacle. Then, each receptacle was covered with a sterilized bag, and its stalk part was soaked in water containing a life-prolonging agent, after which it was kept at room temperature for 14 days. The AF content of each whole inoculated seed from the A–G groups and that of each seed part (pericarp, cotyledon, and embryo) from the D and E groups were determined using high-performance liquid chromatography. Microtome sections were prepared from the samples and observed under a light microscope and scanning electron microscope. The seeds from the A and D groups had higher AF contents than the seeds from the B, C, E, F, and G groups, indicating that the condition of the water-gap area and the development of the embryo and cotyledon parts of the seeds are associated with AF contamination. Full article
(This article belongs to the Special Issue Toxins: 15th Anniversary)
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<p>Lotus receptacles with seeds at different maturity stages (A–G). (<b>a</b>). A stage; (<b>b</b>). B stage; (<b>c</b>). C stage; (<b>d</b>). D stage; (<b>e</b>). E stage; (<b>f</b>). F stage; and (<b>g</b>). G stage.</p>
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<p>Bar graph showing the mean comparison (±standard deviation) of AF concentrations (total of AFB<sub>1</sub> and AFB<sub>2</sub> concentrations) in the seeds inoculated with <span class="html-italic">A. flavus</span> from the receptacle groups (A–G) (<span class="html-italic">n</span> = 12, 15, 17, 16, 17, 10, and 14, respectively). No contamination was observed in the non-inoculated seeds (<span class="html-italic">n</span> &gt; 3 of each stage) from the control receptacles at all stages. Different letters above the bars represent significant differences according to Tukey’s HSD (<span class="html-italic">p</span> &lt; 0.05).</p>
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<p>Light micrograph of the longitudinal section of the uncontaminated lotus seed (D stage) showing its structure. Abbreviations: Pe: pericarp; St: base of style; Ep: multiple layers of epidermal mesophyll cells; Pa: palisade cells; Pr: protuberance cavity; Se: seedcoat; Co: cotyledon; Em: embryo.</p>
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<p>Bar graph showing the mean comparison (±standard deviation) of AF concentrations (total of AFB<sub>1</sub> and AFB<sub>2</sub> concentrations) in the pericarp, cotyledon, and embryo of group D (<b>I</b>) and E (<b>II</b>) seeds (<span class="html-italic">n</span> = 11). Different letters above the bars represent significant differences according to Tukey’s HSD (<span class="html-italic">p</span> &lt; 0.05).</p>
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<p>Longitudinal sections of the water-gap region of lotus seeds at different stages of maturity. (<b>a</b>). A stage; (<b>b</b>). B stage; (<b>c</b>). D stage; (<b>d</b>). G stage. Abbreviations: Oc, outer cavity of protuberance organ; Ic, inner cavity of protuberance organ; Sc, sclerenchyma cells of wall of protuberance organ; Lc, crystalliferous cells of protuberance organ.</p>
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<p>SEM images of the fungal mycelial penetration of lotus seeds at different stages of maturity. (<b>a</b>–<b>d</b>) control (D stage): (<b>a</b>) inner side of pericarp; (<b>b</b>) water-gap region; (<b>c</b>) cotyledon; (<b>d</b>) embryo part. (<b>e</b>–<b>h</b>) Contaminated seed from A stage: (<b>e</b>) inner side of pericarp; (<b>f</b>) water-gap region; (<b>g</b>,<b>h</b>) cotyledon. (<b>i</b>–<b>l</b>) Contaminated seed from B stage: (<b>i</b>) inner side of pericarp; (<b>j</b>) water-gap region; (<b>k</b>,<b>l</b>) cotyledon. (<b>m</b>–<b>p</b>) Contaminated seed from D stage: (<b>m</b>) inner side of pericarp; (<b>n</b>) water-gap region; (<b>o</b>) cotyledon; (<b>p</b>) embryo. (<b>q</b>–<b>t</b>) Contaminated seed from E stage: (<b>q</b>) inner side of pericarp; (<b>r</b>) water-gap region; (<b>s</b>) cotyledon; (<b>t</b>) embryo. (<b>u</b>–<b>x</b>) Contaminated seed from G stage: (<b>u</b>) inner side of pericarp; (<b>v</b>) water-gap region; (<b>w</b>) cotyledon; (<b>x</b>) embryo. White arrows indicate fungal mycelial accumulation.</p>
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14 pages, 1632 KiB  
Article
Simple Purification and Antimicrobial Properties of Bacteriocin-like Inhibitory Substance from Bacillus Species for the Biopreservation of Cheese
by Jong-Hui Kim, Eun-Seon Lee, Bu-Min Kim, Jun-Sang Ham and Mi-Hwa Oh
Foods 2024, 13(1), 10; https://doi.org/10.3390/foods13010010 - 19 Dec 2023
Cited by 4 | Viewed by 1704
Abstract
Bacteriocins may be used as natural preservatives and antibiotic substitutes in various foods. However, the multistep purification process of bacteriocins results in high production costs, which is an obstacle to their commercial use and consumer accessibility. In this study, a bacteriocin-like inhibitory substance [...] Read more.
Bacteriocins may be used as natural preservatives and antibiotic substitutes in various foods. However, the multistep purification process of bacteriocins results in high production costs, which is an obstacle to their commercial use and consumer accessibility. In this study, a bacteriocin-like inhibitory substance (BLIS) from Bacillus spp. isolated from Korean fermented foods was partially purified using the aqueous two-phase system (ATPS). The maximum activity of the BLIS was achieved for ATPS composed of PEG 1000 (15% [w/w])/ammonium sulfate (20% [w/w])/sodium chloride (2% [w/w]), which caused BLIS activity to increase by 3 times with a 99% recovery rate. In particular, B. amyloliquefaciens Y138-6 BLIS exhibited broad antibacterial activity, high resistance to acid-base stress, and excellent thermal stability. This antibacterial substance inhibited the growth of aerobic bacteria and fungi on the walls of cheese and ripening rooms. These antibacterial properties have been shown to increase food safety and have the potential for use as biopreservatives. Moreover, considering that the execution of the ATPS requires only salts and PEG, it is a simple, environmentally friendly, and cost-effective process and may have industrial applications in the recovery of BLIS from fermentation broth. Full article
(This article belongs to the Section Food Packaging and Preservation)
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<p>Distribution of <span class="html-italic">Bacillus</span> species diversity as determined in different Korean fermented foods. Kimchi, <span class="html-italic">n</span> = 111; pickles, <span class="html-italic">n</span> = 96; sauces, <span class="html-italic">n</span> = 79; and salted fish, <span class="html-italic">n</span> = 9.</p>
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<p>(<b>a</b>) Optimal temperature and (<b>b</b>) pH for BLIS production in <span class="html-italic">Bacillus</span> isolates in tryptic soy broth medium.</p>
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<p>Cytotoxicity of partially purified BLIS from <span class="html-italic">Bacillus</span> isolates on Caco-2 cells in vitro. Data were expressed as the mean ± standard deviation (<span class="html-italic">n</span> = 5). N.S. = no significance when compared with the negative control group (DW); Student’s <span class="html-italic">t</span>-test. *** <span class="html-italic">p</span> &lt; 0.001.</p>
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<p>Changes in the number of (<b>a</b>) aerobic bacteria and (<b>b</b>) fungi on the surface of Gouda cheese and the number of (<b>c</b>) aerobic bacteria and (<b>d</b>) fungi in the cheese-ripening room walls after exposure to partially purified Y138-6 BLIS.</p>
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11 pages, 1702 KiB  
Article
Cyclic Storage Chamber Ozonation as a Method to Inhibit Ethylene Generation during Plum Fruit Storage
by Natalia Matłok, Tomasz Piechowiak, Amanda Krempa, Czesław Puchalski and Maciej Balawejder
Agriculture 2023, 13(12), 2274; https://doi.org/10.3390/agriculture13122274 - 15 Dec 2023
Cited by 4 | Viewed by 1378
Abstract
This study presents a method for inhibiting ethylene production during the room-temperature storage of plum fruits, using gaseous ozone (O3). The proposed storage strategy involves the cyclic ozone treatment of fruits every 24 h with specified O3 doses. Throughout the [...] Read more.
This study presents a method for inhibiting ethylene production during the room-temperature storage of plum fruits, using gaseous ozone (O3). The proposed storage strategy involves the cyclic ozone treatment of fruits every 24 h with specified O3 doses. Throughout the storage period, cyclic analyses of the atmosphere composition in storage chambers were conducted, measuring ethylene and carbon dioxide levels. Several parameters describing changes in fruit quality and biochemical transformations were systematically monitored until the end of the storage process. The results clearly indicate that fruits subjected to cyclic ozone treatment with the highest O3 doses during storage exhibit the slowest ripening rate. This reduced ripening rate is primarily attributed to the downregulation of S-adenosylmethionine synthetase expression, leading to a lower ethylene concentration in the storage chambers. Other obtained results concerning soluble solid content, titratable acidity, total polyphenols, anthocyanins, and vitamin C content confirm the observations regarding the impact of ozone treatment in slowing down the fruit ripening process. The best outcomes were achieved by applying a cyclic ozone process with a 100 ppm dose for 30 min. Full article
(This article belongs to the Section Agricultural Product Quality and Safety)
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<p>The course of changes in C<sub>2</sub>H<sub>4</sub> concentration [ppm] in the storage chambers on different days of the experiment, both immediately before and after the ozone treatment, depending on its parameters. NOTE: Differences in the results between the dose of ozone; significant differences at the <span class="html-italic">p</span> &lt; 0.05 level; different lowercase letters indicate significant differences between variants (n = 9).</p>
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<p>Expression of S-adenosulmethionine synthetase (SAMS) (<b>A</b>), MnSOD (<b>B</b>), and CAT (<b>C</b>) in plum fruits on the 5th day of storage, depending on the parameters of the cyclic ozone treatment. Photos of blots after chemiluminescent detection (<b>D</b>). NOTE: Differences in the results between the dose of ozone; significant differences at the <span class="html-italic">p</span> &lt; 0.05 level; different lowercase letters indicate significant differences between variants (n = 9).</p>
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<p>ATP content in plum fruits on the 5th day of storage depending on the parameters of the cyclical ozonation process. NOTE: Differences in the results between the dose of ozone; significant differences at the <span class="html-italic">p</span> &lt; 0.05 level; different lowercase letters indicate significant differences between variants (n = 9).</p>
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<p>The course of changes in the concentration of CO<sub>2</sub> [%] in the storage chambers on specific days of the experiment, immediately after the ozonation process, depending on its parameters.</p>
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<p>Biochemical parameters of fruits on the 5th day of the experiment depending on the parameters of the cyclic ozone process. NOTE: Differences in the results between the dose of ozone; significant differences at the <span class="html-italic">p</span> &lt; 0.05 level; different lowercase letters indicate significant differences between variants (n = 9). (<b>A</b>)-The soluble solid substance, (<b>B</b>)-Titration acidity, (<b>C</b>)-Total polyphenols, (<b>D</b>)-Anthocyanin’s, (<b>E</b>)-Antioxidant activity, (<b>F</b>)-Vitamin C content.</p>
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<p>Biochemical parameters of fruits on the 5th day of the experiment depending on the parameters of the cyclic ozone process. NOTE: Differences in the results between the dose of ozone; significant differences at the <span class="html-italic">p</span> &lt; 0.05 level; different lowercase letters indicate significant differences between variants (n = 9). (<b>A</b>)-The soluble solid substance, (<b>B</b>)-Titration acidity, (<b>C</b>)-Total polyphenols, (<b>D</b>)-Anthocyanin’s, (<b>E</b>)-Antioxidant activity, (<b>F</b>)-Vitamin C content.</p>
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13 pages, 1533 KiB  
Article
Variability in Physicochemical Parameters and Its Impact on Microbiological Quality and Occurrence of Foodborne Pathogens in Artisanal Italian Organic Salami
by Frédérique Pasquali, Antonio Valero, Arícia Possas, Alex Lucchi, Cecilia Crippa, Lucia Gambi, Gerardo Manfreda and Alessandra De Cesare
Foods 2023, 12(22), 4086; https://doi.org/10.3390/foods12224086 - 10 Nov 2023
Cited by 1 | Viewed by 1339
Abstract
Artisanal salami is produced in small-scale production plants, where the lack of full automation might result in higher variability in food intrinsic properties. The aim of the present study was to evaluate the inter- and intra-batch variability in physicochemical parameters and its impact [...] Read more.
Artisanal salami is produced in small-scale production plants, where the lack of full automation might result in higher variability in food intrinsic properties. The aim of the present study was to evaluate the inter- and intra-batch variability in physicochemical parameters and its impact on microbial quality and occurrence of foodborne pathogens on 480 samples collected from six batches of an artisanal Italian production of organic salami. Relatively high total bacterial counts (TBC) were found on the surface of the table in the stuffing room (4.29 ± 0.40 log cfu/cm2). High loads of Enterobacteriaceae in the meat mixture of batch 2 and TBC in batch 5 were associated with a higher occurrence of bacterial pathogens. During ripening, water activity (aw) and pH failed to reach values lower than 0.86 and 5.3, respectively. Six Staphylococcus aureus and four Listeria monocytogenes isolates were collected from the salami meat mixture during ripening and the processing environment. A total of 126 isolates of Enterobacteriaceae were characterized at a species level, with Escherichia coli, Klebsiella pneumoniae, Enterobacter cloacae, and Citrobacter freundii isolated from the final products. Results suggest the relevance of first steps of production in terms of the hygiene of raw materials and handling during stuffing procedures, especially when the physicochemical parameters of the final products do not reach values that represent hurdles for foodborne pathogens. Full article
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<p>Production flowchart of the Italian organic salami. Sampling spots in the processing environment are indicated in round circles.</p>
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<p>Total bacterial count (TBC) (log cfu/cm<sup>2</sup>) on environmental samples collected at the processing plant. SWD: manhole swab—drying room; SWR: manhole swab—ripening room; SWM: manhole swab—stuffing room; SER: wall swab—ripening room; STM: surface swab—stuffing room; SED: wall swab—drying room; SEM: wall swab—stuffing room; SM: minced-meat machine swab—stuffing room (mean ± standard deviation of 6 batches).</p>
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<p><span class="html-italic">Enterobacteriaceae</span>, lactic acid bacteria (LAB), and total bacteria counts (TBC) of meat mixture samples (<span class="html-italic">n</span> = 5) belonging to six different batches.</p>
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<p><span class="html-italic">Enterobacteriaceae</span>, lactic acid bacteria (LAB), and total bacterial counts (TBC) of salami samples analyzed over the production process: drying room (time = 0) and ripening (3 to 28 weeks) for the six batches evaluated (<span class="html-italic">n</span> = 5 for each batch).</p>
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<p>Water activity (a<sub>w</sub>) and pH of salami samples analyzed over the production process: drying room (time = 0) and ripening (3 to 28 weeks) for the six batches evaluated (<span class="html-italic">n</span> = 5 for each batch).</p>
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18 pages, 2481 KiB  
Article
Antioxidant Edible Films Based on Pear Juice and Pregelatinized Cassava Starch: Effect of the Carbohydrate Profile at Different Degrees of Pear Ripeness
by Carmen Rosa Quintero Pimiento, Paula Virginia Fernández, Marina Ciancia, Alex López-Córdoba, Silvia Goyanes, María Alejandra Bertuzzi and María Laura Foresti
Polymers 2023, 15(21), 4263; https://doi.org/10.3390/polym15214263 - 30 Oct 2023
Cited by 1 | Viewed by 1772
Abstract
Edible films based on fruit and vegetable purees combined with different food-grade biopolymeric binding agents (e.g., pectin, gelatin, starch, sodium alginate) are recognized as interesting packaging materials that benefit from the physical, mechanical, and barrier properties of biopolymers as well as the sensory [...] Read more.
Edible films based on fruit and vegetable purees combined with different food-grade biopolymeric binding agents (e.g., pectin, gelatin, starch, sodium alginate) are recognized as interesting packaging materials that benefit from the physical, mechanical, and barrier properties of biopolymers as well as the sensory and nutritional properties of purees. In the current contribution, edible antioxidant films based on pear juice and pregelatinized cassava starch were developed. In particular, the suitability of using pregelatinized cassava starch for the non-thermal production of these novel edible films was evaluated. In addition, the effects on the films’ properties derived from the use of pear juice instead of the complete puree, from the content of juice used, and from the carbohydrate composition associated with the ripening of pears were all studied. The produced films were characterized in terms of their total polyphenol content, water sensitivity, and water barrier, optical, mechanical and antioxidant properties. Results showed that the use of pear juice leads to films with enhanced transparency compared with puree-based films, and that juice concentration and carbohydrate composition associated with the degree of fruit ripeness strongly govern the films’ properties. Furthermore, the addition of pregelatinized cassava starch at room temperature discloses a significant and favorable impact on the cohesiveness, lightness, water resistance, and adhesiveness of the pear-juice-based films, which is mainly attributed to the effective interactions established between the starch macromolecules and the juice components. Full article
(This article belongs to the Special Issue Multifunctional Polymers for Food Packaging)
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Graphical abstract
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<p>Illustration of pears with the different degrees of ripeness used in this contribution.</p>
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<p>Anomeric region of the HSQC NMR spectrum of the high-molecular-weight sample obtained from the mid-ripe pear juice. Numbers indicate linkage positions; T: terminal unit; Ara: a-L-arabinofuranose; GalA: a-D-galacturonic acid; Xyl: a-D-xylopyranose; Rha: a-L-rhamnopyranose; Glc: β-D-glucopyranose units.</p>
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<p>FTIR spectra of a pregelatinized cassava starch film (<b>a</b>), film based on mid-ripe pear juice (71 wt.%) and 3 wt.% pregelatinized cassava starch (<b>b</b>), and film based on mid-ripe pear juice (71 wt.%) without pregelatinized cassava starch (<b>c</b>). All the films contained 0.8 wt.% glycerol.</p>
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19 pages, 2885 KiB  
Article
Comparative Physiological and Transcriptome Analyses Reveal Mechanisms of Salicylic-Acid-Reduced Postharvest Ripening in ‘Hosui’ Pears (Pyrus pyrifolia Nakai)
by Jing Zhang, Mengmeng Wen, Rong Dai, Xiao Liu and Chunlei Wang
Plants 2023, 12(19), 3429; https://doi.org/10.3390/plants12193429 - 28 Sep 2023
Cited by 2 | Viewed by 1636
Abstract
Postharvest ripening of sand pear fruit leads to quality deterioration, including changes in texture, flavor, and fruit color. Salicylic acid (SA), an important defense-related hormone, delays fruit ripening and maintains fruit quality, but the underling mechanism remains unclear. Herein, we evaluated the efficacy [...] Read more.
Postharvest ripening of sand pear fruit leads to quality deterioration, including changes in texture, flavor, and fruit color. Salicylic acid (SA), an important defense-related hormone, delays fruit ripening and maintains fruit quality, but the underling mechanism remains unclear. Herein, we evaluated the efficacy of SA in delaying the ripening process of Pyrus pyrifolia cv. ’Hosui’ pear fruit, as evidenced by the reduction in fruit weight loss, inhibition of firmness loss, cell wall degradation and soluble sugars, and retention of total phenols. Based on comparative transcriptomic data, a total of 3837 and 1387 differentially expressed genes (DEGs) were identified during room-temperature storage of control fruit and between SA-treated and control fruit, respectively. Further KEGG analysis revealed that the DEGs were mainly implicated in plant hormone signal transduction, starch and sugar metabolism, and cell wall modification. Moreover, exogenous SA treatment also altered the expression of many transcription factor (TF) families, including those in the ethylene-responsive factor (ERF), NAM, ATAF, CUC (NAC), basic helix-loop-helix (bHLH), basic leucine zipper (bZIP), and v-myb avian myeloblastosis viral oncogene homolog (MYB) families. Together, the results offer important insights into the role of SA-responsive genes in controlling fruit ripening in sand pears. Full article
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<p>Physiological changes in pear fruit treated with sterile water (CK) and SA during room-temperature storage: (<b>A</b>) Fruit weight. (<b>B</b>) Firmness. (<b>C</b>) Total phenols. (<b>D</b>) Ascorbic acid. Error bars indicate SEs from 15 (for fruit weight), 9 (for firmness), and 3 (for total phenols and ascorbic acid) replicates. The statistical analysis was performed using two-tailed Student’s <span class="html-italic">t</span>-tests. The asterisks indicate significant differences: * <span class="html-italic">p</span> &lt; 0.1; ** <span class="html-italic">p</span> &lt; 0.01.</p>
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<p>Effects of SA treatment on the cell wall material (CWM) composition of pear fruit during room-temperature storage: (<b>A</b>) Cellulose content. (<b>B</b>) Hemicellulose content. (<b>C</b>) CSP content. (<b>D</b>) WSP content. (<b>E</b>) ISP content. Error bars indicate SEs from 3 replicates. The statistical analysis was performed using two-tailed Student’s <span class="html-italic">t</span>-tests. The asterisks indicate significant differences: * <span class="html-italic">p</span> &lt; 0.1; ** <span class="html-italic">p</span> &lt; 0.01.</p>
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<p>Effects of SA treatment on the soluble sugar composition of pear fruit during room-temperature storage: (<b>A</b>) Sucrose content. (<b>B</b>) Glucose content. (<b>C</b>) Fructose content. (<b>D</b>) Sorbitol content. Error bars indicate SEs from 3 replicates. The statistical analysis was performed using two-tailed Student’s <span class="html-italic">t</span>-tests. The asterisks indicate significant differences: * <span class="html-italic">p</span> &lt; 0.1; *** <span class="html-italic">p</span> &lt; 0.001.</p>
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<p>Identification and expression analysis of the DEGs involved in pear fruit ripening and SA responses: (<b>A</b>) Correlation analysis between the fifteen samples (CK 0, 8, 16 d and SA 8, 16 d, with three biological replicates). (<b>B</b>) Comparison of the DEGs among different comparison groups and the numbers of up− and downregulated DEGs in the individual comparison groups. (<b>C</b>,<b>D</b>) KEGG pathway analysis of DEGs during pear fruit ripening at 8 d (<b>C</b>) and 16 d (<b>D</b>) compared to 0 d after treatment for the control group. (<b>E</b>,<b>F</b>) KEGG pathway analysis of DEGs between pairwise comparisons of SA treatment and the control group at 8 d (<b>E</b>) and 16 d (<b>F</b>). Gene ratio represents the ratio of the number of significantly expressed genes in a particular pathway to the total number of genes in the pathway.</p>
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<p>Expression profiles of DEGs associated with different plant hormones’ signal transduction. Gradient colors represent the log<sub>2</sub> fold change in gene expression between different times and treatments. The red and blue colors indicate the up− and downregulated genes, respectively.</p>
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<p>Expression profiles of DEGs associated with sugar metabolism. Gradient colors represent the log<sub>2</sub> fold change in gene expression between different times and treatments. The red and blue colors indicate the up− and downregulated genes, respectively.</p>
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<p>Expression profiles of DEGs associated with cell wall degradation. Gradient colors represent the log<sub>2</sub> fold change in gene expression between different times and treatments. The red and blue colors indicate the up− and downregulated genes, respectively.</p>
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<p>TFs that were differentially expressed during pear fruit ripening and in response to SA treatment: (<b>A</b>) The numbers of differentially expressed TFs in different families. (<b>B</b>) Expression heatmaps of the DEGs encoding the TFs. Group 1 and group 2 indicate opposite expression patterns of TFs in response to SA treatment. Gradient colors represent the log<sub>2</sub> fold change in gene expression between different times and treatments. The red and blue colors indicate the up− and downregulated genes, respectively.</p>
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<p>The qRT-PCR validation of DEGs. Relative expression levels from qRT-PCR were calculated using actin as a standard. The columns represent the data obtained from qRT-PCR, while the arrows represent the data obtained from RNA-Seq.</p>
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28 pages, 9501 KiB  
Article
TinyML-Sensor for Shelf Life Estimation of Fresh Date Fruits
by Ramasamy Srinivasagan, Maged Mohammed and Ali Alzahrani
Sensors 2023, 23(16), 7081; https://doi.org/10.3390/s23167081 - 10 Aug 2023
Cited by 18 | Viewed by 5024
Abstract
Fresh dates have a limited shelf life and are susceptible to spoilage, which can lead to economic losses for producers and suppliers. The problem of accurate shelf life estimation for fresh dates is essential for various stakeholders involved in the production, supply, and [...] Read more.
Fresh dates have a limited shelf life and are susceptible to spoilage, which can lead to economic losses for producers and suppliers. The problem of accurate shelf life estimation for fresh dates is essential for various stakeholders involved in the production, supply, and consumption of dates. Modified atmosphere packaging (MAP) is one of the essential methods that improves the quality and increases the shelf life of fresh dates by reducing the rate of ripening. Therefore, this study aims to apply fast and cost-effective non-destructive techniques based on machine learning (ML) to predict and estimate the shelf life of stored fresh date fruits under different conditions. Predicting and estimating the shelf life of stored date fruits is essential for scheduling them for consumption at the right time in the supply chain to benefit from the nutritional advantages of fresh dates. The study observed the physicochemical attributes of fresh date fruits, including moisture content, total soluble solids, sugar content, tannin content, pH, and firmness, during storage in a vacuum and MAP at 5 and 24 C every 7 days to determine the shelf life using a non-destructive approach. TinyML-compatible regression models were employed to predict the stages of fruit development during the storage period. The decrease in the shelf life of the fruits begins when they transition from the Khalal stage to the Rutab stage, and the shelf life ends when they start to spoil or ripen to the Tamr stage. Low-cost Visible–Near–Infrared (VisNIR) spectral sensors (AS7265x—multi-spectral) were used to capture the internal physicochemical attributes of the fresh fruit. Regression models were employed for shelf life estimation. The findings indicated that vacuum and modified atmosphere packaging with 20% CO2 and N balance efficiently increased the shelf life of the stored fresh fruit to 53 days and 44 days, respectively, when maintained at 5 C. However, the shelf life decreased to 44 and 23 days when the vacuum and modified atmosphere packaging with 20% CO2 and N balance were maintained at room temperature (24 C). Edge Impulse supports the training and deployment of models on low-cost microcontrollers, which can be used to predict real-time estimations of the shelf life of fresh dates using TinyML sensors. Full article
(This article belongs to the Collection Machine Learning in Agriculture)
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<p>The responsivity of AS7265x—18-channel optical sensor [<a href="#B37-sensors-23-07081" class="html-bibr">37</a>].</p>
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<p>Methodology flow for the proposed shelf life estimation.</p>
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<p>The supply chain of fresh dates.</p>
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<p>TinyML model workflow.</p>
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<p>Block diagram of spectral shelf life estimator for dates (SSLED).</p>
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<p>Connection schematic between spectral sensor and Arduino.</p>
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<p>TinyML-based spectral shelf life estimator for dates (SSLED) neural network architecture.</p>
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<p>Reflected photon count versus wavelengths for three maturation stages of fruit.</p>
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<p>Reflectance ratio for moisture content for various treatments vs. shelf life in # days.</p>
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<p>Cumulative reflectance value from the spectral sensor of five major attributes vs. shelf life in # days.</p>
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<p>Sensitivity analysis for hyperparameters (momentum, batch size, and layer numbers).</p>
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<p>Model accuracy with activation function (<b>A</b>) and model accuracy without activation function (<b>B</b>).</p>
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<p>Model accuracy for treated samples for various confidence thresholds.</p>
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<p>Data visualization plots covering four treated samples kept at cold storage room (5 °C) and at normal temperature (room temperature 24 °C). (<b>A</b>) unsealed at 5 °C, (<b>B</b>) unsealed at 24 °C, (<b>C</b>) MAP1 at 5 °C, (<b>D</b>) MAP1 at 24 °C, (<b>E</b>) MAP2 at 5 °C, (<b>F</b>) MAP2 at 24 °C, (<b>G</b>) VSB at 5 °C, and (<b>H</b>) VSB at 24 °C.</p>
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<p>Live classification results for sample from unsealed tray kept at room temperature.</p>
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<p>Model test results for all treated samples when confidence threshold was set to 1.5: (green blobs are correct; red ones are incorrect prediction). (<b>A</b>) unsealed at 5 °C, (<b>B</b>) unsealed at 24 °C, (<b>C</b>) MAP1 at 5 °C, (<b>D</b>) MAP1 at 24 °C, (<b>E</b>) MAP2 at 5 °C, (<b>F</b>) MAP2 at 24 °C, (<b>G</b>) VSB at 5 °C, and (<b>H</b>) VSB at 24 °C.</p>
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<p>Model test results for unsealed samples at cold storage (5 °C).</p>
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<p>Model test results for unsealed samples at room temperature.</p>
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<p>Training and validation accuracy and loss curves for VSB samples at room temperature.</p>
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14 pages, 12816 KiB  
Article
Development and Characterization of Films with Propolis to Inhibit Mold Contamination in the Dairy Industry
by Romina L. Abarca, Francisco Vargas, Javiera Medina, Juan Carlos Paredes, Bernardo Carrillo López, Pablo A. Ortiz and Einar Vargas-Bello-Pérez
Foods 2023, 12(8), 1633; https://doi.org/10.3390/foods12081633 - 13 Apr 2023
Cited by 1 | Viewed by 2239
Abstract
Due to the number of polyphenols with multiple biological activities, propolis has high potential to be used as an active agent in food protective films. Therefore, this study aimed to develop and characterize a sodium alginate film with ethanolic extract of propolis (EEP) [...] Read more.
Due to the number of polyphenols with multiple biological activities, propolis has high potential to be used as an active agent in food protective films. Therefore, this study aimed to develop and characterize a sodium alginate film with ethanolic extract of propolis (EEP) for its potential use as protective active packaging against filamentous fungi in ripened cheese. Three different concentrations of EEP were analyzed: 0, 5 and 10% w/v. The films obtained were characterized, assessing thermal and physicochemical properties, as well as the concentration of polyphenols in the EEP and antifungal activity of the active films. The incorporation of EEP in the films generated thermal stability with respect to the loss of mass. Total color values (ΔE) of the films were affected by the incorporation of the different concentrations of EEP, showing a decrease in luminosity (L*) of the films, while the chromatic parameters a* and b* increased in direct proportion to the EEP concentration. Antifungal activity was observed with a fungistatic mode of action, stopping the growth of the fungus in cheeses without development of filamentous molds, thus increasing the shelf life of the ripened cheese under the analytical conditions, over 30 days at room temperature. Overall, EEP can be used to prevent growth and proliferation of spoilage microorganisms in cheese. Full article
(This article belongs to the Special Issue Advanced Packaging Materials for Food Safety, Storage and Transport)
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<p>Minimum inhibitory concentration (<b>a</b>) control sample; (<b>b</b>) 1% <span class="html-italic">w</span>/<span class="html-italic">v</span> ethanolic extract of propolis (EEP), (<b>c</b>) 1.5% <span class="html-italic">w</span>/<span class="html-italic">v</span> ethanolic extract of propolis (EEP); (<b>d</b>) 2% <span class="html-italic">w</span>/<span class="html-italic">v</span> ethanolic extract of propolis (EEP); (<b>e</b>) 3% <span class="html-italic">w</span>/<span class="html-italic">v</span> ethanolic extract of propolis (EEP).</p>
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<p>Thermogravimetric analysis of the control film (Alginate) and the EEP films (A/P) (<b>a</b>). Derivatives of thermal degradation curves of the films (<b>b</b>).</p>
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<p>Micrographs of film surfaces; control film (<b>a</b>), alginate film with 5% EEP (<b>b</b>) and alginate film with 10% EEP (<b>c</b>).</p>
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<p>FTIR spectra of alginate films containing ethanolic extract of propolis (EEP).</p>
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<p>Antifungal activity of films. (<b>a</b>) Control film; (<b>b</b>) 5% EEP film; (<b>c</b>) 10% EEP film.</p>
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<p>Antifungal activity on samples of ripened and fresh cheese. (<b>a</b>) Immersion coated ripened cheese. (<b>b</b>) Ripened cheese covered by brush painting. (<b>c</b>) Immersion coated fresh cheese. (<b>d</b>) Fresh cheese covered by brush painting.</p>
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13 pages, 5913 KiB  
Article
Effects of Low-Frequency Electromagnetic Field on the Physicochemical Properties of Freeze–Thawed Mongolian Cheese
by Xueyan Yun, Yawen Deng, Yangyang Wang, Yueyuan Lu and Tungalag Dong
Foods 2023, 12(8), 1567; https://doi.org/10.3390/foods12081567 - 7 Apr 2023
Viewed by 2342
Abstract
To verify whether a low-frequency electromagnetic field (LFE field) can help reduce structural damage during the freeze–thaw process and maintain shelf life, Mongolian cheese was frozen at −10, −20, and −30 °C, then thawed at microwave or room temperature. Results showed that LFE [...] Read more.
To verify whether a low-frequency electromagnetic field (LFE field) can help reduce structural damage during the freeze–thaw process and maintain shelf life, Mongolian cheese was frozen at −10, −20, and −30 °C, then thawed at microwave or room temperature. Results showed that LFE field-assisted frozen treatment could reduce ice crystal size and protect the protein matrix structure of cheese. Frozen–thawed cheese retained 96.5% of its hardness and showed no significant difference from the fresh one in elasticity, cohesion, and chewiness. Frozen cheese showed similar but slower ripening behavior during storage, suggesting a potential application of the LFE field in the frozen storage of high-protein foods. Full article
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<p>Sensory scores of freeze–thawed Mongolian cheeses.</p>
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<p>Photos of the surface and cross-section of freeze–thawed Mongolian cheeses.</p>
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<p>SEM images of freeze–thawed Mongolian cheese.</p>
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<p>Rheological properties of freeze–thawed Mongolian cheese. (<b>A1</b>,<b>B1</b>,<b>C1</b>) are G’ plots of frozen cheese at different temperatures (−10 °C, −20 °C, −30 °C), respectively. Correspondingly, (<b>A2</b>,<b>B2</b>,<b>C2</b>) are G’ plots.</p>
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<p>Amino acid of freeze–thawed Mongolian cheese after 30 days of storage.</p>
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<p>PCA analysis results of amino acid.</p>
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<p>Fatty acid of freeze–thawed Mongolian cheese after 30 days of storage at −30 °C.</p>
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<p>PCA analysis results of Fatty acid.</p>
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