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Li Y, Huang G, Lu X, Gu S, Zhang Y, Li D, Guo M, Zhang Y, Guo X. Research on the evolutionary history of the morphological structure of cotton seeds: a new perspective based on high-resolution micro-CT technology. FRONTIERS IN PLANT SCIENCE 2023; 14:1219476. [PMID: 37900733 PMCID: PMC10613036 DOI: 10.3389/fpls.2023.1219476] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 05/09/2023] [Accepted: 09/28/2023] [Indexed: 10/31/2023]
Abstract
Cotton (Gossypium hirsutum L.) seed morphological structure has a significant impact on the germination, growth and quality formation. However, the wide variation of cotton seed morphology makes it difficult to achieve quantitative analysis using traditional phenotype acquisition methods. In recent years, the application of micro-CT technology has made it possible to analyze the three-dimensional morphological structure of seeds, and has shown technical advantages in accurate identification of seed phenotypes. In this study, we reconstructed the seed morphological structure based on micro-CT technology, deep neural network Unet-3D model, and threshold segmentation methods, extracted 11 basics phenotypes traits, and constructed three new phenotype traits of seed coat specific surface area, seed coat thickness ratio and seed density ratio, using 102 cotton germplasm resources with clear year characteristics. Our results show that there is a significant positive correlation (P< 0.001) between the cotton seed size and that of the seed kernel and seed coat volume, with correlation coefficients ranging from 0.51 to 0.92, while the cavity volume has a lower correlation with other phenotype indicators (r<0.37, P< 0.001). Comparison of changes in Chinese self-bred varieties showed that seed volume, seed surface area, seed coat volume, cavity volume and seed coat thickness increased by 11.39%, 10.10%, 18.67%, 115.76% and 7.95%, respectively, while seed kernel volume, seed kernel surface area and seed fullness decreased by 7.01%, 0.72% and 16.25%. Combining with the results of cluster analysis, during the hundred-year cultivation history of cotton in China, it showed that the specific surface area of seed structure decreased by 1.27%, the relative thickness of seed coat increased by 8.70%, and the compactness of seed structure increased by 50.17%. Furthermore, the new indicators developed based on micro-CT technology can fully consider the three-dimensional morphological structure and cross-sectional characteristics among the indicators and reflect technical advantages. In this study, we constructed a microscopic phenotype research system for cotton seeds, revealing the morphological changes of cotton seeds with the year in China and providing a theoretical basis for the quantitative analysis and evaluation of seed morphology.
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Affiliation(s)
- Yuankun Li
- State Key Laboratory of North China Crop Improvement and Regulation, Key Laboratory of Crop Growth Regulation of Hebei Province, College of Agronomy, Hebei Agricultural University, Baoding, China
- Beijing Key Laboratory of Digital Plant, Information Technology Research Center, Beijing Academy of Agriculture and Forestry Sciences, Beijing, China
| | - Guanmin Huang
- Beijing Key Laboratory of Digital Plant, Information Technology Research Center, Beijing Academy of Agriculture and Forestry Sciences, Beijing, China
| | - Xianju Lu
- Beijing Key Laboratory of Digital Plant, Information Technology Research Center, Beijing Academy of Agriculture and Forestry Sciences, Beijing, China
| | - Shenghao Gu
- Beijing Key Laboratory of Digital Plant, Information Technology Research Center, Beijing Academy of Agriculture and Forestry Sciences, Beijing, China
| | - Ying Zhang
- Beijing Key Laboratory of Digital Plant, Information Technology Research Center, Beijing Academy of Agriculture and Forestry Sciences, Beijing, China
| | - Dazhuang Li
- Beijing Key Laboratory of Digital Plant, Information Technology Research Center, Beijing Academy of Agriculture and Forestry Sciences, Beijing, China
| | - Minkun Guo
- Beijing Key Laboratory of Digital Plant, Information Technology Research Center, Beijing Academy of Agriculture and Forestry Sciences, Beijing, China
| | - Yongjiang Zhang
- State Key Laboratory of North China Crop Improvement and Regulation, Key Laboratory of Crop Growth Regulation of Hebei Province, College of Agronomy, Hebei Agricultural University, Baoding, China
| | - Xinyu Guo
- Beijing Key Laboratory of Digital Plant, Information Technology Research Center, Beijing Academy of Agriculture and Forestry Sciences, Beijing, China
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Mirzaei-Baktash H, Hamdami N, Torabi P, Fallah-Joshaqani S, Dalvi-Isfahan M. Impact of different pretreatments on drying kinetics and quality of button mushroom slices dried by hot-air or electrohydrodynamic drying. Lebensm Wiss Technol 2022. [DOI: 10.1016/j.lwt.2021.112894] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/01/2023]
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Dadmohammadi Y, Datta AK. Food as porous media: a review of the dynamics of porous properties during processing. FOOD REVIEWS INTERNATIONAL 2020. [DOI: 10.1080/87559129.2020.1761376] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 10/24/2022]
Affiliation(s)
- Younas Dadmohammadi
- Department of Biological and Environmental Engineering, Cornell University, Ithaca, New York, USA
| | - Ashim K. Datta
- Department of Biological and Environmental Engineering, Cornell University, Ithaca, New York, USA
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Foerst P, Melo de Carvalho T, Lechner M, Kovacevic T, Kim S, Kirse C, Briesen H. Estimation of mass transfer rate and primary drying times during freeze-drying of frozen maltodextrin solutions based on x-ray μ-computed tomography measurements of pore size distributions. J FOOD ENG 2019. [DOI: 10.1016/j.jfoodeng.2019.05.002] [Citation(s) in RCA: 16] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
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Miano AC, Saldaña E, Campestrini LH, Chiorato AF, Augusto PED. Correlating the properties of different carioca bean cultivars ( Phaseolus vulgaris ) with their hydration kinetics. Food Res Int 2018; 107:182-194. [DOI: 10.1016/j.foodres.2018.02.030] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/04/2017] [Revised: 02/05/2018] [Accepted: 02/11/2018] [Indexed: 10/18/2022]
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Miano AC, Ibarz A, Augusto PED. Mechanisms for improving mass transfer in food with ultrasound technology: Describing the phenomena in two model cases. ULTRASONICS SONOCHEMISTRY 2016; 29:413-9. [PMID: 26585022 DOI: 10.1016/j.ultsonch.2015.10.020] [Citation(s) in RCA: 86] [Impact Index Per Article: 10.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/21/2015] [Revised: 09/02/2015] [Accepted: 10/27/2015] [Indexed: 05/23/2023]
Abstract
The aim of this work was to demonstrate how ultrasound mechanisms (direct and indirect effects) improve the mass transfer phenomena in food processing, and which part of the process they are more effective in. Two model cases were evaluated: the hydration of sorghum grain (with two water activities) and the influx of a pigment into melon cylinders. Different treatments enabled us to evaluate and discriminate both direct (inertial flow and "sponge effect") and indirect effects (micro channel formation), alternating pre-treatments and treatments using an ultrasonic bath (20 kHz of frequency and 28 W/L of volumetric power) and a traditional water-bath. It was demonstrated that both the effects of ultrasound technology are more effective in food with higher water activity, the micro channels only forming in moist food. Moreover, micro channel formation could also be observed using agar gel cylinders, verifying the random formation of these due to cavitation. The direct effects were shown to be important in mass transfer enhancement not only in moist food, but also in dry food, this being improved by the micro channels formed and the porosity of the food. In conclusion, the improvement in mass transfer due to direct and indirect effects was firstly discriminated and described. It was proven that both phenomena are important for mass transfer in moist foods, while only the direct effects are important for dry foods. Based on these results, better processing using ultrasound technology can be obtained.
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Affiliation(s)
- Alberto Claudio Miano
- Department of Agri-food Industry, Food and Nutrition (LAN), Luiz de Queiroz College of Agriculture (ESALQ), University of São Paulo (USP), Piracicaba, SP, Brazil.
| | - Albert Ibarz
- Department of Food Technology (DTA), School of Agricultural and Forestry Engineering (ETSEA), University of Lleida (UdL), Lleida, Catalunya, Spain.
| | - Pedro Esteves Duarte Augusto
- Department of Agri-food Industry, Food and Nutrition (LAN), Luiz de Queiroz College of Agriculture (ESALQ), University of São Paulo (USP), Piracicaba, SP, Brazil.
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Abstract
The main food quality traits of interest using non-invasive sensing techniques are sensory characteristics, chemical composition, physicochemical properties, health-protecting properties, nutritional characteristics and safety. A wide range of non-invasive sensing techniques, from optical, acoustical, electrical, to nuclear magnetic, X-ray, biosensor, microwave and terahertz, are organized according to physical principle.
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Affiliation(s)
- Zou Xiaobo
- Agricultural Product Processing and Storage Lab
- School of Food and Biological Engineering
- Key Laboratory of Modern Agriculture Equipment and Technology
- Jiangsu University
- Zhenjiang
| | - Huang Xiaowei
- Agricultural Product Processing and Storage Lab
- School of Food and Biological Engineering
- Key Laboratory of Modern Agriculture Equipment and Technology
- Jiangsu University
- Zhenjiang
| | - Malcolm Povey
- School of Food Science and Nutrition
- the University of Leeds
- Leeds LS2 9JT
- UK
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Patsioura A, Vauvre JM, Kesteloot R, Jamme F, Hume P, Vitrac O. Microscopic imaging of biphasic oil-air flow in French fries using synchrotron radiation. AIChE J 2015. [DOI: 10.1002/aic.14744] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
Affiliation(s)
- Anna Patsioura
- INRA, UMR 1145 Ingénierie Procédés Alimentaires; Interaction between Materials and Media in Contact group; F-91300 Massy France
- AgroParisTech, UMR 1145 Ingénierie Procédés Alimentaires; F-91300 Massy France
| | - Jean-Michaël Vauvre
- INRA, UMR 1145 Ingénierie Procédés Alimentaires; Interaction between Materials and Media in Contact group; F-91300 Massy France
- AgroParisTech, UMR 1145 Ingénierie Procédés Alimentaires; F-91300 Massy France
- McCain Alimentaire S.A.S., Parc d'entreprises de la Motte du Bois; 62440 Harnes France
| | - Régis Kesteloot
- Régis Kesteloot conseil; 60 Avenue du Colonel Driant 59130 Lambersart France
| | - Frédéric Jamme
- Synchrotron SOLEIL, L'orme des Merisiers Saint-Aubin; BP 48 91192 Gif-sur-Yvette cedex France
| | - Pamela Hume
- McCain Foods Ltd.; Havers Hill Scarborough YO113BS U. K
| | - Olivier Vitrac
- INRA, UMR 1145 Ingénierie Procédés Alimentaires; Interaction between Materials and Media in Contact group; F-91300 Massy France
- AgroParisTech, UMR 1145 Ingénierie Procédés Alimentaires; F-91300 Massy France
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