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Félix JW, Granados-Alegría MI, Gómez-Tah R, Tzec-Simá M, Ruíz-May E, Canto-Canché B, Zamora-Briseño JA, Bojórquez-Velázquez E, Oropeza-Salín C, Islas-Flores I. Proteome Landscape during Ripening of Solid Endosperm from Two Different Coconut Cultivars Reveals Contrasting Carbohydrate and Fatty Acid Metabolic Pathway Modulation. Int J Mol Sci 2023; 24:10431. [PMID: 37445609 DOI: 10.3390/ijms241310431] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/23/2023] [Revised: 06/16/2023] [Accepted: 06/16/2023] [Indexed: 07/15/2023] Open
Abstract
Cocos nucifera L. is a crop grown in the humid tropics. It is grouped into two classes of varieties: dwarf and tall; regardless of the variety, the endosperm of the coconut accumulates carbohydrates in the early stages of maturation and fatty acids in the later stages, although the biochemical factors that determine such behavior remain unknown. We used tandem mass tagging with synchronous precursor selection (TMT-SPS-MS3) to analyze the proteomes of solid endosperms from Yucatan green dwarf (YGD) and Mexican pacific tall (MPT) coconut cultivars. The analysis was conducted at immature, intermediate, and mature development stages to better understand the regulation of carbohydrate and lipid metabolisms. Proteomic analyses showed 244 proteins in YGD and 347 in MPT; from these, 155 proteins were shared between both cultivars. Furthermore, the proteomes related to glycolysis, photosynthesis, and gluconeogenesis, and those associated with the biosynthesis and elongation of fatty acids, were up-accumulated in the solid endosperm of MPT, while in YGD, they were down-accumulated. These results support that carbohydrate and fatty acid metabolisms differ among the developmental stages of the solid endosperm and between the dwarf and tall cultivars. This is the first proteomics study comparing different stages of maturity in two contrasting coconut cultivars and may help in understanding the maturity process in other palms.
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Affiliation(s)
- Jean Wildort Félix
- Unidad de Bioquímica y Biología Molecular de Plantas, Centro de Investigación Científica de Yucatán, A.C., Calle 43 No. 130 x 32 y 34, Chuburná de Hidalgo, Mérida C.P. 97205, Yucatán, Mexico
| | - María Inés Granados-Alegría
- Unidad de Bioquímica y Biología Molecular de Plantas, Centro de Investigación Científica de Yucatán, A.C., Calle 43 No. 130 x 32 y 34, Chuburná de Hidalgo, Mérida C.P. 97205, Yucatán, Mexico
| | - Rufino Gómez-Tah
- Unidad de Biotecnología, Centro de Investigación Científica de Yucatán, A.C., Calle 43 No. 130 x 32 y 34, Chuburná de Hidalgo, Mérida C.P. 97205, Yucatán, Mexico
| | - Miguel Tzec-Simá
- Unidad de Bioquímica y Biología Molecular de Plantas, Centro de Investigación Científica de Yucatán, A.C., Calle 43 No. 130 x 32 y 34, Chuburná de Hidalgo, Mérida C.P. 97205, Yucatán, Mexico
| | - Eliel Ruíz-May
- Red de Estudios Moleculares Avanzados, Instituto de Ecología, A.C., Carretera antigua a Coatepec 351, Colonia El Haya, Xalapa C.P. 91073, Veracruz, Mexico
| | - Blondy Canto-Canché
- Unidad de Biotecnología, Centro de Investigación Científica de Yucatán, A.C., Calle 43 No. 130 x 32 y 34, Chuburná de Hidalgo, Mérida C.P. 97205, Yucatán, Mexico
| | - Jesús Alejandro Zamora-Briseño
- Red de Estudios Moleculares Avanzados, Instituto de Ecología, A.C., Carretera antigua a Coatepec 351, Colonia El Haya, Xalapa C.P. 91073, Veracruz, Mexico
| | - Esaú Bojórquez-Velázquez
- Red de Estudios Moleculares Avanzados, Instituto de Ecología, A.C., Carretera antigua a Coatepec 351, Colonia El Haya, Xalapa C.P. 91073, Veracruz, Mexico
| | - Carlos Oropeza-Salín
- Unidad de Biotecnología, Centro de Investigación Científica de Yucatán, A.C., Calle 43 No. 130 x 32 y 34, Chuburná de Hidalgo, Mérida C.P. 97205, Yucatán, Mexico
| | - Ignacio Islas-Flores
- Unidad de Bioquímica y Biología Molecular de Plantas, Centro de Investigación Científica de Yucatán, A.C., Calle 43 No. 130 x 32 y 34, Chuburná de Hidalgo, Mérida C.P. 97205, Yucatán, Mexico
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Xie M, Yu M, Zhang L, Shi T. Transcriptome and proteome analysis of ultrasound pretreated peanut sprouts. FOOD CHEMISTRY: MOLECULAR SCIENCES 2022; 4:100102. [PMID: 35637930 PMCID: PMC9142848 DOI: 10.1016/j.fochms.2022.100102] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 01/04/2022] [Revised: 03/07/2022] [Accepted: 03/12/2022] [Indexed: 12/03/2022]
Abstract
It was first time to combined transcriptomic and proteome analyses to investigate the ultrasound pretreated peanut sprouts. A total of 1104 DEGs and 399 DEPs between ultrasound pretreated and nontreated peanut sprouts. Ultrasound upregulated three key genes that could have increased the content of resveratrol via phenylpropanoid biosynthesis. The genes and proteins related to phenylpropanoid biosynthesis, flavonoids biosynthesis, and lipid metabolism.
Combined transcriptomic and proteome analyses were carried out to investigate the influence of ultrasound pretreatment on peanut sprouts. In total, 1104 differentially expressed genes (upregulated:538, downregulated:521) and 399 differentially accumulated proteins (upregulated: 197, downregulated: 202) were identified between ultrasound pretreated and nontreated peanut sprouts. These genes and proteins were related to a series of crucial biomolecular processes, including the metabolism of carbohydrates, terpenoids, and polyketides. The most enriched pathways were further analyzed in each category. Importantly, ultrasound upregulated three key genes namely the arahy. Tifrunner. gnm1.ann1.DXZI51, arahy.Tifrunner.gnm1.ann1.VGN2GE, and arahy.Tifrunner.gnm1.ann1.Y23DM6 that could have increased the content of resveratrol via phenylpropanoid biosynthesis. Furthermore, this study shows that B3, MYB transcription factor-like families play a significant role in response to ultrasound treatment. Overall, this study provides useful transcriptomics and proteomics information highlighting the molecular mechanisms that influence nutritional differences in peanut sprouts.
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Lin Q, Zhong Q, Zhang Z. A comparative metabolomics study of anthocyanins and taste components in Chinese bayberry ( Morella rubra) with different flesh colors. PeerJ 2022; 10:e13466. [PMID: 35669961 PMCID: PMC9165596 DOI: 10.7717/peerj.13466] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/27/2021] [Accepted: 04/28/2022] [Indexed: 01/14/2023] Open
Abstract
The Chinese bayberry (Morella rubra Sieb. et Zucc.) is grown commercially in China and other Asian countries for its flavorful and appealing fruit. Here, two bayberry varieties differing in both color and flavor, namely, BDK ('Baidongkui') and DK ('Dongkui'), in China were compared. A total of 18 anthocyanins, three proanthocyanidins, and 229 primary metabolites were identified in the pulp of the two varieties; these were analyzed and compared using ultra-performance liquid chromatography-tandem mass spectrometry. The DK pulp showed higher concentrations of all 18 anthocyanins compared with BDK, apart from peonidin-3,5-O-diglucoside which was not detected in BDK and which was responsible for the formation of pink pulp in BDK. Principal component analysis and cluster analysis of the primary metabolites indicated that the two bayberry varieties had distinct metabolite profiles with approximately 37% (85/229) of the primary metabolome being significantly different. Of these, 62 metabolites were down-regulated and 23 metabolites were up-regulated in BDK relative to DK. Our results suggested that the flavor of the BDK fruit was different from DK, which could be explained by the reduced saccharide, organic acid, amino acid, and proanthocyanidin contents. These findings enhance our understanding of the metabolites responsible for color and taste differences in the Chinese bayberry.
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Fang H, Chen J, Tian Y, Liu Y, Li H, Cheng H. Chemometrics characterization of volatile changes in processed bayberry juice versus intact fruit during storage by headspace solid‐phase micro‐extraction combined with GC–MS. J FOOD PROCESS PRES 2020. [DOI: 10.1111/jfpp.14444] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/27/2022]
Affiliation(s)
- Haitian Fang
- Ningxia Key Laboratory for Food Microbial‐Applications Technology and Safety Control School of Agriculture Ningxia University Yinchuan China
| | - Jianle Chen
- College of Biosystems Engineering and Food Science National‐Local Joint Engineering Laboratory of Intelligent Food Technology and Equipment Zhejiang Key Laboratory for Agro‐Food Processing Fuli Institute of Food Science Ningbo Research Institute Zhejiang University Hangzhou China
| | - Yuqi Tian
- College of Biosystems Engineering and Food Science National‐Local Joint Engineering Laboratory of Intelligent Food Technology and Equipment Zhejiang Key Laboratory for Agro‐Food Processing Fuli Institute of Food Science Ningbo Research Institute Zhejiang University Hangzhou China
| | - Yuxuan Liu
- Ningxia Key Laboratory for Food Microbial‐Applications Technology and Safety Control School of Agriculture Ningxia University Yinchuan China
| | - Hehe Li
- Beijing Key Laboratory of Flavor Chemistry Beijing Technology and Business University (BTBU) Beijing China
| | - Huan Cheng
- College of Biosystems Engineering and Food Science National‐Local Joint Engineering Laboratory of Intelligent Food Technology and Equipment Zhejiang Key Laboratory for Agro‐Food Processing Fuli Institute of Food Science Ningbo Research Institute Zhejiang University Hangzhou China
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Zhao HB, Jia HM, Wang Y, Wang GY, Zhou CC, Jia HJ, Gao ZS. Genome-wide identification and analysis of the MADS-box gene family and its potential role in fruit development and ripening in red bayberry (Morella rubra). Gene 2019; 717:144045. [PMID: 31425741 DOI: 10.1016/j.gene.2019.144045] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/26/2018] [Revised: 08/10/2019] [Accepted: 08/12/2019] [Indexed: 02/08/2023]
Abstract
The MADS-box gene family encodes transcription factors and plays an important role in plant growth and the development of flower and fruit. A perennial dioecious plant, the red bayberry genome has been published recently, providing the opportunity to analyze the MADS-box gene family and its role in fruit development and ripening. Here, we identified 54 MADS-box genes in the red bayberry genome, and classified them into two types based on phylogenetic analysis. Thirteen Type I MADS-box genes were subdivided into three subfamilies and 41 Type II MADS-box genes into 13 subfamilies. A total of 46 MADS-box genes were distributed across eight red bayberry chromosomes, and the other eight genes were located on the unmapped scaffolds. Transcriptome analysis suggested that the expression of most Type II genes was higher than Type I in five female tissues. Moreover, 26 MADS-box genes were expressed during red bayberry fruit development and ten of them showed high expression. qRT-PCR showed that the expression of MrMADS01 (SEP, MIKCC), with differences between the pale pink and red varieties, increased significantly at the final ripening stage, suggesting it may participate in ripening as positive regulator and related to anthocyanin biosynthesis. These results provide some clues for future study of MADS-box genes in red bayberry, especially in ripening process.
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Affiliation(s)
- Hai-Bo Zhao
- Institute of Fruit Science, College of Agriculture and Biotechnology, Zhejiang University, Hangzhou 310058, China
| | - Hui-Min Jia
- Institute of Fruit Science, College of Agriculture and Biotechnology, Zhejiang University, Hangzhou 310058, China; current address: Shanghai Center for Plant Stress Biology, Chinese Academy of Sciences, Shanghai, 201602, China.
| | - Yan Wang
- Institute of Fruit Science, College of Agriculture and Biotechnology, Zhejiang University, Hangzhou 310058, China
| | - Guo-Yun Wang
- Agriculture Extensions and Services Station, Bureau of Agriculture and Rural Affairs, Yuyao, Ningbo 315400, China
| | - Chao-Chao Zhou
- Agriculture Extensions and Services Station, Bureau of Agriculture and Rural Affairs, Yuyao, Ningbo 315400, China
| | - Hui-Juan Jia
- Institute of Fruit Science, College of Agriculture and Biotechnology, Zhejiang University, Hangzhou 310058, China
| | - Zhong-Shan Gao
- Institute of Fruit Science, College of Agriculture and Biotechnology, Zhejiang University, Hangzhou 310058, China.
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Ren H, Yu H, Zhang S, Liang S, Zheng X, Zhang S, Yao P, Zheng H, Qi X. Genome sequencing provides insights into the evolution and antioxidant activity of Chinese bayberry. BMC Genomics 2019; 20:458. [PMID: 31170907 PMCID: PMC6554995 DOI: 10.1186/s12864-019-5818-7] [Citation(s) in RCA: 24] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/02/2019] [Accepted: 05/21/2019] [Indexed: 12/16/2022] Open
Abstract
Background Chinese bayberry (Myrica rubra Sieb. & Zucc.) is an economically important fruit tree characterized by its juicy fruits rich in antioxidant compounds. Elucidating the genetic basis of the biosynthesis of active antioxidant compounds in bayberry is fundamental for genetic improvement of bayberry and industrial applications of the fruit’s antioxidant components. Here, we report the genome sequence of a multiple disease-resistant bayberry variety, ‘Zaojia’, in China, and the transcriptome dynamics in the course of fruit development. Results A 289.92 Mb draft genome was assembled, and 26,325 protein-encoding genes were predicted. Most of the M. rubra genes in the antioxidant signaling pathways had multiple copies, likely originating from tandem duplication events. Further, many of the genes found here present structural variations or amino acid changes in the conserved functional residues across species. The expression levels of antioxidant genes were generally higher in the early stages of fruit development, and were correlated with the higher levels of total flavonoids and antioxidant capacity, in comparison with the mature fruit stages. Based on both gene expression and biochemical analyses, five genes, namely, caffeoyl-CoA O-methyltransferase, anthocyanidin 3-O-glucosyltransferase, (+)-neomenthol dehydrogenase, gibberellin 2-oxidase, and squalene monooxygenase, were suggested to regulate the flavonoid, anthocyanin, monoterpenoid, diterpenoid, and sesquiterpenoid/triterpenoid levels, respectively, during fruit development. Conclusions This study describes both the complete genome and transcriptome of M. rubra. The results provide an important basis for future research on the genetic improvement of M. rubra and contribute to the understanding of its genetic evolution. The genome sequences corresponding to representative antioxidant signaling pathways can help revealing useful traits and functional genes. Electronic supplementary material The online version of this article (10.1186/s12864-019-5818-7) contains supplementary material, which is available to authorized users.
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Affiliation(s)
- Haiying Ren
- Institute of Horticulture, Zhejiang Academy of Agricultural Sciences, Hangzhou, China
| | - Haiyan Yu
- Biomarker Technologies Corporation, Beijing, China
| | - Shuwen Zhang
- Institute of Horticulture, Zhejiang Academy of Agricultural Sciences, Hangzhou, China
| | - Senmiao Liang
- Institute of Horticulture, Zhejiang Academy of Agricultural Sciences, Hangzhou, China
| | - Xiliang Zheng
- Institute of Horticulture, Zhejiang Academy of Agricultural Sciences, Hangzhou, China
| | - Shujian Zhang
- Plant Pathology Department, University of Florida, Gainesville, Florida, USA
| | - Pu Yao
- Biomarker Technologies Corporation, Beijing, China
| | | | - Xingjiang Qi
- Institute of Horticulture, Zhejiang Academy of Agricultural Sciences, Hangzhou, China.
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Li R, Xiong G, Yuan S, Wu Z, Miao Y, Weng P. Investigating the underlying mechanism of Saccharomyces cerevisiae in response to ethanol stress employing RNA-seq analysis. World J Microbiol Biotechnol 2017; 33:206. [PMID: 29101531 DOI: 10.1007/s11274-017-2376-5] [Citation(s) in RCA: 19] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/20/2017] [Accepted: 10/29/2017] [Indexed: 11/26/2022]
Abstract
Saccharomyces cerevisiae has been widely used for wine fermentation and bio-fuels production. A S. cerevisiae strain Sc131 isolated from tropical fruit shows good fermentation properties and ethanol tolerance, exhibiting significant potential in Chinese bayberry wine fermentation. In this study, RNA-sequence and RT-qPCR was used to investigate the transcriptome profile of Sc131 in response to ethanol stress. Scanning Electron Microscopy were carried out to observe surface morphology of yeast cells. Totally, 937 genes were identified differential expressed, including 587 up-regulated and 350 down-regulated genes, after 4-h ethanol stress (10% v/v). Transcriptomic analysis revealed that, most genes involved in regulating filamentous growth or pseudohyphal growth were significantly up-regulated in response to ethanol stress. The complex protein quality control machineries, Hsp90/Hsp70 and Hsp104/Hsp70/Hsp40 based chaperone system combining with ubiquitin-proteasome proteolytic pathway were both activated to recognize and degrade misfolding proteins. Genes related to biosynthesis and metabolism of two well-known stress-responsive substances trehalose and ergosterol were generally up-regulated, while genes associated with amino acids biosynthesis and metabolism processes were differentially expressed. Moreover, thiamine was also important in response to ethanol stress. This research may promote the potential applications of Sc131 in the fermentation of Chinese bayberry wine.
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Affiliation(s)
- Ruoyun Li
- Department of Food Science and Engineering, School of Marine Sciences, Ningbo University, Ningbo, 315211, People's Republic of China
| | - Guotong Xiong
- Department of Food Science and Engineering, School of Marine Sciences, Ningbo University, Ningbo, 315211, People's Republic of China
| | - Shukun Yuan
- Department of Food Science and Engineering, School of Marine Sciences, Ningbo University, Ningbo, 315211, People's Republic of China
| | - Zufang Wu
- Department of Food Science and Engineering, School of Marine Sciences, Ningbo University, Ningbo, 315211, People's Republic of China.
- Key Laboratory of Applied Marine Biotechnology of Ministry of Education, Ningbo University, Ningbo, 315211, People's Republic of China.
| | - Yingjie Miao
- Department of Food Science and Engineering, School of Marine Sciences, Ningbo University, Ningbo, 315211, People's Republic of China
| | - Peifang Weng
- Department of Food Science and Engineering, School of Marine Sciences, Ningbo University, Ningbo, 315211, People's Republic of China
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Guo X, Xu J, Cui X, Chen H, Qi H. iTRAQ-based Protein Profiling and Fruit Quality Changes at Different Development Stages of Oriental Melon. BMC PLANT BIOLOGY 2017; 17:28. [PMID: 28129739 PMCID: PMC5273850 DOI: 10.1186/s12870-017-0977-7] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/01/2016] [Accepted: 01/17/2017] [Indexed: 05/05/2023]
Abstract
BACKGROUND Oriental melon is one of the most popular crops for its nutritional and flavour quality. Components that determine melon quality, such as sugar, colour, texture, flavour and aroma, among other factors, accumulate in different developmental stages. Thus, correlating the proteomic profiles with the biochemical and physiological changes occurring in the oriental melon is very important for advancing our understanding of oriental melon quality in the ripening processes. RESULTS iTRAQ-based protein profiling was conducted on 'YuMeiren' oriental melon fruit at different developmental stages. Physiological quality indices, including firmness, rind colour, soluble solids content (SSC), ethylene production, sugar content and volatile compounds were also characterized during four maturity periods of the melon, including 5, 15, 25 and 35 days after anthesis (DAA). A principal component analysis (PCA) revealed that the aroma volatiles at 5 DAA and 15 DAA were similar and separated from that of 35 DAA. More than 5835 proteins were identified and quantified in the two biological repeats and divided into 4 clusters by hierarchical cluster analysis. A functional analysis was performed using Blast2GO software based on the enrichment of a GO analysis for biological process, molecular function and cellular components. The main KEGG pathways, such as glycolysis, α-linolenic acid and starch and sucrose metabolism, were analyzed. The gene family members corresponding to differentially expressed proteins, including lipoxygenase (CmLOX01-18) and alcohol acetyltransferase (CmAAT1-4) involved in the α-linolenic acid metabolic pathway, were verified with real-time qPCR. The results showed that the expression patterns of 64.7% of the genes were consistent with the expression patterns of the corresponding proteins. CONCLUSIONS This study combined the variation of the quality index and differentially expressed proteins of oriental melon at different developmental stages that laid the foundation for the subsequent protein and gene function validation.
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Affiliation(s)
- Xiaoou Guo
- College of Horticulture, Key Laboratory of Protected Horticulture of Education Ministry and Liaoning Province, Collaborative innovation center of protected vegetable suround Bohai gulf region Shenyang, Shenyang Agricultural University, Liaoning, 110866 People’s Republic of China
| | - Jingjing Xu
- College of Horticulture, Key Laboratory of Protected Horticulture of Education Ministry and Liaoning Province, Collaborative innovation center of protected vegetable suround Bohai gulf region Shenyang, Shenyang Agricultural University, Liaoning, 110866 People’s Republic of China
| | - Xiaohui Cui
- College of Horticulture, Key Laboratory of Protected Horticulture of Education Ministry and Liaoning Province, Collaborative innovation center of protected vegetable suround Bohai gulf region Shenyang, Shenyang Agricultural University, Liaoning, 110866 People’s Republic of China
| | - Hao Chen
- College of Horticulture, Key Laboratory of Protected Horticulture of Education Ministry and Liaoning Province, Collaborative innovation center of protected vegetable suround Bohai gulf region Shenyang, Shenyang Agricultural University, Liaoning, 110866 People’s Republic of China
| | - Hongyan Qi
- College of Horticulture, Key Laboratory of Protected Horticulture of Education Ministry and Liaoning Province, Collaborative innovation center of protected vegetable suround Bohai gulf region Shenyang, Shenyang Agricultural University, Liaoning, 110866 People’s Republic of China
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