1
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Spaccasassi A, Utz F, Dunkel A, Aragao Börner R, Ye L, De Franceschi F, Bogicevic B, Glabasnia A, Hofmann T, Dawid C. Screening of a Microbial Culture Collection: Empowering Selection of Starters for Enhanced Sensory Attributes of Pea-Protein-Based Beverages. JOURNAL OF AGRICULTURAL AND FOOD CHEMISTRY 2024; 72:15890-15905. [PMID: 38953212 PMCID: PMC11261627 DOI: 10.1021/acs.jafc.4c02316] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/14/2024] [Revised: 06/18/2024] [Accepted: 06/18/2024] [Indexed: 07/03/2024]
Abstract
Pea-protein-based ingredients are gaining attention in the food industry due to their nutritional benefits and versatility, but their bitter, astringent, green, and beany off-flavors pose challenges. This study applied fermentation using microbial cultures to enhance the sensory qualities of pea-protein-based beverages. Using UHPLC-TOF-MS analyses along with sensory profile comparisons, microbial species such as Limosilactobacillus fermentum, Lactococcus lactis, Lactobacillus johnsonii, Lacticaseibacillus rhamnosus, and Bifidobacterium longum were preselected from an entire culture collection and found to be effective in improving the overall flavor impression by reducing bitter off-notes and enhancing aroma profiles. Notably, L. johnsonii NCC533 and L. fermentum NCC660 exhibited controlled proteolytic activities after 48 h of fermentation, enriching the matrix with taste-active amino acids, nucleotides, and peptides and improving umami and salty flavors while mitigating bitterness. This study has extended traditional volatile analyses, including nonvolatile metabolomic, proteomic, and sensory analyses and offering a detailed view of fermentation-induced biotransformations in pea-protein-based food. The results highlight the importance of combining comprehensive screening approaches and sensoproteomic techniques in developing tastier and more palatable plant-based protein products.
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Affiliation(s)
- Andrea Spaccasassi
- Chair
of Food Chemistry and Molecular and Sensory Science, TUM School of
Life Sciences, Technical University of Munich, Lise-Meitner-Strasse 34, 85354 Freising, Germany
- TUM
CREATE, 1 CREATE Way,
#10-02 CREATE Tower, Singapore 138602
| | - Florian Utz
- Chair
of Food Chemistry and Molecular and Sensory Science, TUM School of
Life Sciences, Technical University of Munich, Lise-Meitner-Strasse 34, 85354 Freising, Germany
| | - Andreas Dunkel
- Leibniz-Institute
for Food Systems Biology, Technical University
of Munich, 85354 Freising, Germany
| | - Rosa Aragao Börner
- Nestlé
Research, Société des Produits
Nestlé S.A., Route
du Jorat 57, CH 1000 Lausanne 26, Switzerland
| | - Lijuan Ye
- Nestlé
Research, Société des Produits
Nestlé S.A., Route
du Jorat 57, CH 1000 Lausanne 26, Switzerland
| | - Filippo De Franceschi
- Nestlé
Research, Société des Produits
Nestlé S.A., Route
du Jorat 57, CH 1000 Lausanne 26, Switzerland
| | - Biljana Bogicevic
- Nestlé
Research, Société des Produits
Nestlé S.A., Route
du Jorat 57, CH 1000 Lausanne 26, Switzerland
| | - Arne Glabasnia
- Nestlé
Research, Société des Produits
Nestlé S.A., Route
du Jorat 57, CH 1000 Lausanne 26, Switzerland
| | - Thomas Hofmann
- Chair
of Food Chemistry and Molecular and Sensory Science, TUM School of
Life Sciences, Technical University of Munich, Lise-Meitner-Strasse 34, 85354 Freising, Germany
| | - Corinna Dawid
- Chair
of Food Chemistry and Molecular and Sensory Science, TUM School of
Life Sciences, Technical University of Munich, Lise-Meitner-Strasse 34, 85354 Freising, Germany
- TUM
CREATE, 1 CREATE Way,
#10-02 CREATE Tower, Singapore 138602
- Professorship
for Functional Phytometabolomics, TUM School of Life Sciences, Technical University of Munich, Lise-Meitner-Strasse 34, 85354 Freising, Germany
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2
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Spaccasassi A, Ye L, Rincón C, Börner RA, Bogicevic B, Glabasnia A, Hofmann T, Dawid C. Sensoproteomic Characterization of Lactobacillus Johnsonii-Fermented Pea Protein-Based Beverage: A Promising Strategy for Enhancing Umami and Kokumi Sensations while Mitigating Bitterness. JOURNAL OF AGRICULTURAL AND FOOD CHEMISTRY 2024; 72:15875-15889. [PMID: 38957928 PMCID: PMC11261612 DOI: 10.1021/acs.jafc.4c02317] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/14/2024] [Revised: 06/18/2024] [Accepted: 06/18/2024] [Indexed: 07/04/2024]
Abstract
This study investigated the mechanism underlying the flavor improvement observed during fermentation of a pea protein-based beverage using Lactobacillus johnsonii NCC533. A combination of sensomics and sensoproteomics approach revealed that the fermentation process enriched or generated well-known basic taste ingredients, such as amino acids, nucleotides, organic acids, and dipeptides, besides six new taste-active peptide sequences that enhance kokumi and umami notes. The six new umami and kokumi enhancing peptides, with human recognition thresholds ranging from 0.046 to 0.555 mM, are produced through the degradation of Pisum sativum's storage protein. Our findings suggest that compounds derived from fermentation enhance umami and kokumi sensations and reduce bitterness, thus improving the overall flavor perception of pea proteins. In addition, the analysis of intraspecific variations in the proteolytic activity of L. johnsonii and the genome-peptidome correlation analysis performed in this study point at cell-wall-bound proteinases such as PrtP and PrtM as the key genes necessary to initiate the flavor improving proteolytic cascade. This study provides valuable insights into the molecular mechanisms underlying the flavor improvement of pea protein during fermentation and identifies potential future research directions. The results highlight the importance of combining fermentation and senso(proteo)mics techniques in developing tastier and more palatable plant-based protein products.
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Affiliation(s)
- Andrea Spaccasassi
- Chair
of Food Chemistry and Molecular and Sensory Science, TUM School of
Life Sciences, Technical University of Munich, Lise-Meitner-Str. 34, Freising 85354, Germany
- TUM
CREATE, 1 CREATE Way,
#10-02 CREATE Tower, Singapore 138602, Singapore
| | - Lijuan Ye
- Société
des Produits Nestlé S.A., Nestlé Research, Route du Jorat 57, Lausanne 26 CH 1000, Switzerland
| | - Cristian Rincón
- Société
des Produits Nestlé S.A., Nestlé Research, Route du Jorat 57, Lausanne 26 CH 1000, Switzerland
| | - Rosa Aragao Börner
- Société
des Produits Nestlé S.A., Nestlé Research, Route du Jorat 57, Lausanne 26 CH 1000, Switzerland
| | - Biljana Bogicevic
- Société
des Produits Nestlé S.A., Nestlé Research, Route du Jorat 57, Lausanne 26 CH 1000, Switzerland
| | - Arne Glabasnia
- Société
des Produits Nestlé S.A., Nestlé Research, Route du Jorat 57, Lausanne 26 CH 1000, Switzerland
| | - Thomas Hofmann
- Chair
of Food Chemistry and Molecular and Sensory Science, TUM School of
Life Sciences, Technical University of Munich, Lise-Meitner-Str. 34, Freising 85354, Germany
| | - Corinna Dawid
- Chair
of Food Chemistry and Molecular and Sensory Science, TUM School of
Life Sciences, Technical University of Munich, Lise-Meitner-Str. 34, Freising 85354, Germany
- TUM
CREATE, 1 CREATE Way,
#10-02 CREATE Tower, Singapore 138602, Singapore
- Professorship
for Functional Phytometabolomics, TUM School of Life Sciences, Technical University of Munich, Lise-Meitner-Str. 34, Freising 85354, Germany
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3
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Emkani M, Gourrat K, Oliete B, Saurel R. Identification of volatile and odor-active compounds in pea protein fractions obtained by a modified extraction method using fermentation. J Food Sci 2024; 89:4229-4249. [PMID: 38875321 DOI: 10.1111/1750-3841.17145] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/07/2023] [Revised: 04/16/2024] [Accepted: 05/13/2024] [Indexed: 06/16/2024]
Abstract
This study investigates the aromatic composition of pea albumin and globulin fractions obtained through either fermentation or conventional acidification using hydrochloric acid (control) toward the isoelectric point of pea globulins. Different lactic acid bacteria were used including S. thermophilus (ST), L. plantarum (LP), and their coculture (STLP). The volatile compounds were extracted by solvent-assisted flavor evaporation technique and quantified by gas chromatography-mass spectrometry (GC-MS). Odor-active compounds (OAC) were further characterized by gas chromatography-olfactometry (GC-O). In total, 96 volatile and 36 OACs were identified by GC-MS and GC-O, respectively. The results indicated that the protein fractions obtained by conventional acidification were mainly described by green notes for the presence of different volatile compounds such as hexanal. However, the samples obtained by fermentation had a lower content of these volatile compounds. Moreover, protein fractions obtained by coculture fermentation were described by volatile compounds associated with fruity, floral, and lactic notes. PRACTICAL APPLICATION: The insights from this study on pea protein aroma could find practical use in the food industry to enhance the sensory qualities of plant-based products. By utilizing fermentation methods and specific lactic acid bacteria combinations, manufacturers may produce pea protein with reduced undesirable green notes, offering consumers food options with improved flavors. This research may contribute to the development of plant-based foods that not only provide nutritional benefits but also meet consumer preferences for a more appealing taste profile.
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Affiliation(s)
- Mehrsa Emkani
- Université Bourgogne Franche-Comté, Institut Agro, Université Bourgogne, INRAE, PAM UMR A 02.102, Dijon, France
| | - Karine Gourrat
- Centre des Sciences du Goût et de l'Alimentation, CNRS, INRAE, Institut Agro, Université Bourgogne, Dijon, France
- CNRS, INRAE, PROBE Research Infrastructure, ChemoSens facility, Dijon, France
| | - Bonastre Oliete
- Université Bourgogne Franche-Comté, Institut Agro, Université Bourgogne, INRAE, PAM UMR A 02.102, Dijon, France
| | - Rémi Saurel
- Université Bourgogne Franche-Comté, Institut Agro, Université Bourgogne, INRAE, PAM UMR A 02.102, Dijon, France
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4
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Xu J, Chen Q, Zeng M, Qin F, Chen J, Zhang W, Wang Z, He Z. Effect of heat treatment on the release of off-flavor compounds in soy protein isolate. Food Chem 2024; 437:137924. [PMID: 37948801 DOI: 10.1016/j.foodchem.2023.137924] [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: 06/12/2023] [Revised: 10/14/2023] [Accepted: 10/31/2023] [Indexed: 11/12/2023]
Abstract
The effects of different heat treatment conditions (65℃ for 30 min, 75℃ for 15 min, and 95℃ for 2, 15 and 30 min) on the evolution of off-flavor compounds in soy protein isolate (SPI) were investigated in terms of lipid oxidation, Maillard reaction and protein structural characteristics. Higher off-flavor concentrations were observed in control and 65℃ treated SPI due to lipoxygenase-mediated enzymatic lipid oxidation. Protein structure played an important role in the release of off-flavors above 65℃. When heated from 75℃ to 95℃ for 2 min, Maillard reaction occurred, glycinin was completely denatured, the particle size increased and the small molecular weight soluble aggregates were formed, resulting in an increase in the content of partial off-flavors. The off-flavor content decreased with time at 95℃, accompanied by the formation of larger molecular weight soluble aggregates. This finding provides practical implications for the beany removal through the SPI structural regulation.
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Affiliation(s)
- Jiao Xu
- State Key Laboratory of Food Science and Resources, Jiangnan University, Wuxi 214122, China
| | - Qiuming Chen
- State Key Laboratory of Food Science and Resources, Jiangnan University, Wuxi 214122, China
| | - Maomao Zeng
- State Key Laboratory of Food Science and Resources, Jiangnan University, Wuxi 214122, China
| | - Fang Qin
- State Key Laboratory of Food Science and Resources, Jiangnan University, Wuxi 214122, China
| | - Jie Chen
- State Key Laboratory of Food Science and Resources, Jiangnan University, Wuxi 214122, China
| | - Wei Zhang
- Technology Center, China Tobacco Yunnan Industrial Co., Ltd., Kunming 650202, China
| | - Zhaojun Wang
- State Key Laboratory of Food Science and Resources, Jiangnan University, Wuxi 214122, China.
| | - Zhiyong He
- State Key Laboratory of Food Science and Resources, Jiangnan University, Wuxi 214122, China.
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5
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Flores M, Comes D, Gamero A, Belloch C. Fermentation of Texturized Pea Protein in Combination with Proteases for Aroma Development in Meat Analogues. JOURNAL OF AGRICULTURAL AND FOOD CHEMISTRY 2024; 72:4897-4905. [PMID: 38394028 PMCID: PMC10921465 DOI: 10.1021/acs.jafc.3c08432] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/13/2023] [Revised: 02/01/2024] [Accepted: 02/07/2024] [Indexed: 02/25/2024]
Abstract
The potential use of texturized pea protein in meat analogues was investigated by comparing the effects of fermentation on pea and myofibrillar pork proteins in a model system including additives, microbial starters, and proteases. Model fermentation was controlled for 15 days by a pH decrease and microbial count and free amino acid increase. Besides, volatile production and sensory properties were evaluated at the end of fermentation. Protein type affected free amino acid generation and volatile profile. Models supplemented with proteases showed an increase in amino-acid-derived compounds (branched aldehydes and alcohols) and fruity odor notes. During fermentation, protease addition significantly reduced the production of linear aldehydes (pentanal, hexanal, and octanal) in vegetal models, while pyrazine compounds were not affected. This changes in the volatile profile reduced the legume beany odor but increased the perception of toasted cereal-like notes generated by the texturization process.
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Affiliation(s)
- Mónica Flores
- Institute
of Agrochemistry and Food Technology (IATA)−Spanish Council
for Scientific Research (CSIC), Agustín Escardino Avenue 7, 46980 Paterna, Valencia, Spain
| | - Daniel Comes
- Institute
of Agrochemistry and Food Technology (IATA)−Spanish Council
for Scientific Research (CSIC), Agustín Escardino Avenue 7, 46980 Paterna, Valencia, Spain
| | - Amparo Gamero
- Department
of Preventive Medicine and Public Health, Food Science, Toxicology
and Forensic Medicine, Faculty of Pharmacy, University of Valencia, 46010 Valencia, Valencia, Spain
| | - Carmela Belloch
- Institute
of Agrochemistry and Food Technology (IATA)−Spanish Council
for Scientific Research (CSIC), Agustín Escardino Avenue 7, 46980 Paterna, Valencia, Spain
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6
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Ritter SW, Ensslin S, Gastl MI, Becker TM. Identification of key aroma compounds of faba beans (Vicia faba) and their development during germination - a SENSOMICS approach. Food Chem 2024; 435:137610. [PMID: 37806201 DOI: 10.1016/j.foodchem.2023.137610] [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: 06/25/2023] [Revised: 09/17/2023] [Accepted: 09/26/2023] [Indexed: 10/10/2023]
Abstract
Faba beans are a promising source of valuable plant protein. However, their aroma impression is often a hindrance for the use in a broad range of food products. To develop mitigation strategies, a deeper insight into the faba bean aroma is required. Therefore, for the first time, the SENSOMICS concept was applied. First, 52 aroma active compounds in raw and malted faba beans were identified and semi-quantitatively preselected by aroma extract dilution analysis. Afterwards, the aroma compounds were quantified, odor activity values were calculated, and the 17 prominent odors were selected and used in the reconstitution of the faba bean aroma. Seven statistically significant key aroma compounds 3-methylbutanoic acid, (E)-non-2-enal, hexanal, methional, 3-methylbutanal, sotolon, and 2-methylbutan-1-ol were identified in omission experiments. Finally, their development upon malting was studied. To conclude, by knowing the key aroma compounds, specific mitigation strategies can be developed, which facilitates the broader use of faba beans.
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Affiliation(s)
- Stefan W Ritter
- Technical University Munich, Institute of Brewing and Beverage Technology, 85354 Freising, Germany.
| | - Sarah Ensslin
- Technical University Munich, Institute of Brewing and Beverage Technology, 85354 Freising, Germany
| | - Martina I Gastl
- Technical University Munich, Research Center Weihenstephan for Brewing and Food Quality, 85354 Freising, Germany.
| | - Thomas M Becker
- Technical University Munich, Institute of Brewing and Beverage Technology, 85354 Freising, Germany.
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7
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See XY, Chiang JH, Law LM, Osen R. High moisture extrusion of plant proteins: advances, challenges, and opportunities. Crit Rev Food Sci Nutr 2023:1-22. [PMID: 37850862 DOI: 10.1080/10408398.2023.2268736] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/19/2023]
Abstract
High moisture extrusion is a widely used technology for producing fibrous meat analogues in an efficient and scalable manner. Extrusion of soy, wheat gluten, and pea is well-documented and related products are already available in the market. There has been growing interest to diversify the protein sources used for meat analogues due to concerns over food waste, monocropping and allergenicity. Optimizing the extrusion process for plant proteins (e.g., hemp, mung bean, fava bean) tends to be time consuming and relies on the operators' intuition and experience to control the process well. Simulating the extrusion process has been challenging so far due to the diverse inputs and configurations involved during extrusion. This review details the mechanism for fibrous structure formation and provides an overview of the extrusion parameters used for texturizing a broad range of plant protein sources. Referring to these data reduces the resources needed for optimizing the extrusion process for novel proteins and may be useful for future extrusion modeling efforts. The review also highlights potential challenges and opportunities for extruding plant proteins, which may help to accelerate the development and commercialization of related products.
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Affiliation(s)
- Xin Yi See
- Singapore Institute of Food and Biotechnology Innovation (SIFBI), Agency for Science, Technology and Research (A*STAR), Singapore, Republic of Singapore
| | - Jie Hong Chiang
- Singapore Institute of Food and Biotechnology Innovation (SIFBI), Agency for Science, Technology and Research (A*STAR), Singapore, Republic of Singapore
| | - Li Min Law
- Singapore Institute of Food and Biotechnology Innovation (SIFBI), Agency for Science, Technology and Research (A*STAR), Singapore, Republic of Singapore
| | - Raffael Osen
- Singapore Institute of Food and Biotechnology Innovation (SIFBI), Agency for Science, Technology and Research (A*STAR), Singapore, Republic of Singapore
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8
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Zhang C, Zheng Z, Liu K, Debliquy M, Liu Q. Highly sensitive and selective Sb 2WO 6 microspheres in detecting VOC biomarkers in cooked rice: Experimental and density functional theory study. Food Chem 2023; 424:136323. [PMID: 37210843 DOI: 10.1016/j.foodchem.2023.136323] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/18/2022] [Revised: 05/02/2023] [Accepted: 05/04/2023] [Indexed: 05/23/2023]
Abstract
The palatability of cooked rice is susceptible to the flavor and effective detection of volatile organic compounds (VOCs) can avoid deterioration and improve the taste quality. Herein, hierarchical antimony tungstate (Sb2WO6) microspheres are synthesized through a solvothermal process and the effect of solvothermal temperature on the room temperature gas-sensing properties of gas sensors is investigated. Outstanding sensitivity towards VOC biomarkers (nonanal, 1-octanol, geranyl acetone and 2-pentylfuran) in cooked rice is achieved and the sensors exhibit remarkable stability and reproducibility, which are contributed to the formation of the hierarchical microsphere structure, larger specific surface area, narrower band gap and increased oxygen vacancy content. The kinetic parameters combined with principal component analysis (PCA) effectively distinguish the four VOCs while the enhanced sensing mechanism was substantiated through density functional theory (DFT) calculation. This work provides a strategy for fabricating high performance Sb2WO6 gas sensors which can be practically applied to food industry.
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Affiliation(s)
- Chao Zhang
- College of Mechanical Engineering, Yangzhou University, Yangzhou 225127, PR China.
| | - Zichen Zheng
- College of Mechanical Engineering, Yangzhou University, Yangzhou 225127, PR China
| | - Kewei Liu
- College of Mechanical Engineering, Yangzhou University, Yangzhou 225127, PR China
| | - Marc Debliquy
- Service de Science des Matériaux, Faculté Polytechnique, Université de Mons, Mons 7000, Belgium
| | - Qiaoquan Liu
- Key Laboratory of Crop Genetics and Physiology of Jiangsu Province, Co-Innovation Center for Modern Production Technology of Grain Crops of Jiangsu, Yangzhou University, Yangzhou 225009, Jiangsu Province, PR China
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9
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Pérez CB, Oliviero T, Fogliano V, Janssen H, Martins SIFS. Flavour them up! Exploring the challenges of flavoured plant‐based foods. FLAVOUR FRAG J 2023. [DOI: 10.1002/ffj.3734] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/06/2023]
Affiliation(s)
| | - Teresa Oliviero
- Department of Agrotechnology and Food Science Wageningen The Netherlands
| | - Vincenzo Fogliano
- Department of Agrotechnology and Food Science Wageningen The Netherlands
| | - Hans‐Gerd Janssen
- Department of Agrotechnology and Food Science Wageningen The Netherlands
- Unilever Foods Innovation Centre Wageningen The Netherlands
| | - Sara I. F. S. Martins
- Department of Agrotechnology and Food Science Wageningen The Netherlands
- AFB International EU Oss The Netherlands
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10
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Zheng Z, Zhang C, Liu K, Liu Q. Volatile Organic Compounds, Evaluation Methods and Processing Properties for Cooked Rice Flavor. RICE (NEW YORK, N.Y.) 2022; 15:53. [PMID: 36309628 PMCID: PMC9617995 DOI: 10.1186/s12284-022-00602-3] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/08/2022] [Accepted: 10/14/2022] [Indexed: 05/13/2023]
Abstract
Rice (Oryza sativa L.), as the main refined grain in China, has attracted much attention in terms of quality. Rice is usually consumed after cooking, and it is a commonly staple food. Nowdays, people's requirements for cooked rice focus more on the taste characteristics and quality. Furthermore, aroma is one of the primary sensory reference points, which is the most intuitive way for people to judge cooked rice. By integrating and analyzing the researches of cooked rice aroma identification in recent five years, this paper expounds the extraction and identification methods (sensory evaluation method, GC-MS, SPME, MOS sensors, electronic nose, etc.) of the flavor substances in cooked rice, as the processing methods and properties of cooked rice, and the volatile organic compounds of cooked rice under different conditions are summarized as well.
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Affiliation(s)
- Zichen Zheng
- College of Mechanical Engineering, Yangzhou University, 196 West Huayang Road, Yangzhou, 225127, Jiangsu Province, People's Republic of China
| | - Chao Zhang
- College of Mechanical Engineering, Yangzhou University, 196 West Huayang Road, Yangzhou, 225127, Jiangsu Province, People's Republic of China.
| | - Kewei Liu
- College of Mechanical Engineering, Yangzhou University, 196 West Huayang Road, Yangzhou, 225127, Jiangsu Province, People's Republic of China
| | - Qiaoquan Liu
- Key Laboratory of Crop Genetics and Physiology of Jiangsu Province, Co-Innovation Center for Modern Production Technology of Grain Crops of Jiangsu, College of Agriculture, Yangzhou University, Yangzhou, 225009, People's Republic of China
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