共 72 条
Analysis of Quality Changes in Mulberry Fruit at Three Developmental Stages Using Targeted Metabolomics Based on LC-MS
被引:8
作者:

Jiang, Wei
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Zhongkai Univ Agr & Engn, Coll Hort & Landscape Architecture, Guangzhou 510225, Guangdong, Peoples R China Zhongkai Univ Agr & Engn, Coll Hort & Landscape Architecture, Guangzhou 510225, Guangdong, Peoples R China

Li, Chenlei
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Zhongkai Univ Agr & Engn, Coll Hort & Landscape Architecture, Guangzhou 510225, Guangdong, Peoples R China Zhongkai Univ Agr & Engn, Coll Hort & Landscape Architecture, Guangzhou 510225, Guangdong, Peoples R China

Cheng, Junsen
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Zhongkai Univ Agr & Engn, Coll Hort & Landscape Architecture, Guangzhou 510225, Guangdong, Peoples R China Zhongkai Univ Agr & Engn, Coll Hort & Landscape Architecture, Guangzhou 510225, Guangdong, Peoples R China

Wei, Shanglin
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Zhongkai Univ Agr & Engn, Coll Hort & Landscape Architecture, Guangzhou 510225, Guangdong, Peoples R China Zhongkai Univ Agr & Engn, Coll Hort & Landscape Architecture, Guangzhou 510225, Guangdong, Peoples R China

Wang, Yi
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Zhongkai Univ Agr & Engn, Coll Hort & Landscape Architecture, Guangzhou 510225, Guangdong, Peoples R China Zhongkai Univ Agr & Engn, Coll Hort & Landscape Architecture, Guangzhou 510225, Guangdong, Peoples R China
机构:
[1] Zhongkai Univ Agr & Engn, Coll Hort & Landscape Architecture, Guangzhou 510225, Guangdong, Peoples R China
关键词:
Mulberry;
Fruit development;
Metabolomics;
LC-MS;
MORUS-ALBA L;
ANTIOXIDANT ACTIVITY;
ORGANIC-ACIDS;
PROFILES;
IDENTIFICATION;
COMPONENTS;
REVEALS;
IMPACT;
METABOLITES;
FLAVONOIDS;
D O I:
10.1007/s12042-023-09345-x
中图分类号:
Q94 [植物学];
学科分类号:
071001 ;
摘要:
Mulberry fruits are popular in many countries because of their good taste, high nutritional value and medicinal properties. Studying the metabolic profile during fruit development can enhance our comprehension of the changes in fruit quality. In this study, a widely targeted metabolomic approach utilizing liquid chromatography-mass spectrometry (LC-MS) was employed to investigate the widespread metabolic changes during fruit development and ripening in mulberry fruits and combined with multivariate statistical methods to screen for significant changed metabolites (SCMs) at different developmental stages. A total of 981 metabolites in 12 categories were detected in mulberry fruit at three developmental stages (i.e., the fruit expansion stage in which mulberry fruits are green (MG), the fruit color change stage in which they are red (MR) and the fruit ripening stage in which they are purple (MP)). There were significant changes in the metabolic profile at the color change and ripening stages compared to the fruit expansion stage. Flavonoids primarily increased during fruit ripening and accumulated significantly during the mature stage. Large amounts of phenolic acids, lipids, and organic acids accumulated significantly during fruit expansion stage and decreased significantly during ripening. However, sugars accumulated significantly during ripening and were found to be associated with the sweetness of mulberry fruit. Assessment of the levels of different sugar and acid components during fruit development revealed that fructose and glucose were the main sugars, and citric and malic acids were the main organic acids. Meanwhile, the sugar-acid ratio increased significantly, which in turn improved the flavor quality of mulberry fruit. Kyoto Encyclopedia of Genes and Genomes (KEGG) enrichment analysis showed that the SCMs were mainly enriched in metabolic pathways such as galactose metabolism, biosynthesis of secondary metabolites and flavonoid biosynthesis. The reliability of the metabolomics data was demonstrated through the validation of six genes encoding key enzymes using quantitative real-time PCR (qRT-PCR). The results of this study provide valuable insights into the rational utilization of mulberry fruit resources and the efficient development of functional fruit products.
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页码:287 / 306
页数:20
相关论文
共 72 条
[1]
Metabolomics 20years on: what have we learned and what hurdles remain?
[J].
Alseekh, Saleh
;
Fernie, Alisdair R.
.
PLANT JOURNAL,
2018, 94 (06)
:933-942

Alseekh, Saleh
论文数: 0 引用数: 0
h-index: 0
机构:
Max Planck Inst Mol Plant Physiol, Muhlenberg 1, D-14476 Potsdam, Germany
Ctr Plant Syst Biol & Biotechnol, Plovdiv 4000, Bulgaria Max Planck Inst Mol Plant Physiol, Muhlenberg 1, D-14476 Potsdam, Germany

Fernie, Alisdair R.
论文数: 0 引用数: 0
h-index: 0
机构:
Max Planck Inst Mol Plant Physiol, Muhlenberg 1, D-14476 Potsdam, Germany
Ctr Plant Syst Biol & Biotechnol, Plovdiv 4000, Bulgaria Max Planck Inst Mol Plant Physiol, Muhlenberg 1, D-14476 Potsdam, Germany
[2]
Investigation of ascorbate metabolism during inducement of storage disorders in pear
[J].
Cascia, Giuseppe
;
Bulley, Sean M.
;
Punter, Matthew
;
Bowen, Judith
;
Rassam, Maysoon
;
Schotsmans, Wendy C.
;
Larrigaudiere, Christian
;
Johnston, Jason W.
.
PHYSIOLOGIA PLANTARUM,
2013, 147 (02)
:121-134

Cascia, Giuseppe
论文数: 0 引用数: 0
h-index: 0
机构:
IRTA, Dept Postharvest, Lleida, Spain IRTA, Dept Postharvest, Lleida, Spain

Bulley, Sean M.
论文数: 0 引用数: 0
h-index: 0
机构:
New Zealand Inst Plant & Food Res, Auckland, New Zealand IRTA, Dept Postharvest, Lleida, Spain

Punter, Matthew
论文数: 0 引用数: 0
h-index: 0
机构:
New Zealand Inst Plant & Food Res, Auckland, New Zealand IRTA, Dept Postharvest, Lleida, Spain

Bowen, Judith
论文数: 0 引用数: 0
h-index: 0
机构:
New Zealand Inst Plant & Food Res, Auckland, New Zealand IRTA, Dept Postharvest, Lleida, Spain

Rassam, Maysoon
论文数: 0 引用数: 0
h-index: 0
机构:
New Zealand Inst Plant & Food Res, Auckland, New Zealand IRTA, Dept Postharvest, Lleida, Spain

Schotsmans, Wendy C.
论文数: 0 引用数: 0
h-index: 0
机构:
IRTA, Dept Postharvest, Lleida, Spain IRTA, Dept Postharvest, Lleida, Spain

Larrigaudiere, Christian
论文数: 0 引用数: 0
h-index: 0
机构:
IRTA, Dept Postharvest, Lleida, Spain IRTA, Dept Postharvest, Lleida, Spain

Johnston, Jason W.
论文数: 0 引用数: 0
h-index: 0
机构:
New Zealand Inst Plant & Food Res, Auckland, New Zealand IRTA, Dept Postharvest, Lleida, Spain
[3]
The digestibility of mulberry fruit polysaccharides and its impact on lipolysis under simulated saliva, gastric and intestinal conditions
[J].
Chen, Chun
;
Zhang, Bin
;
Fu, Xiong
;
You, Li-Jun
;
Abbasi, Arshad Mehmood
;
Liu, Rui Hai
.
FOOD HYDROCOLLOIDS,
2016, 58
:171-178

Chen, Chun
论文数: 0 引用数: 0
h-index: 0
机构:
S China Univ Technol, Coll Light Ind & Food Sci, 381 Wushan Rd, Guangzhou 510640, Guangdong, Peoples R China S China Univ Technol, Coll Light Ind & Food Sci, 381 Wushan Rd, Guangzhou 510640, Guangdong, Peoples R China

Zhang, Bin
论文数: 0 引用数: 0
h-index: 0
机构:
S China Univ Technol, Coll Light Ind & Food Sci, 381 Wushan Rd, Guangzhou 510640, Guangdong, Peoples R China
Purdue Univ, Whistler Ctr Carbohydrate Res, 745 Agr Mall Dr, W Lafayette, IN 47907 USA
Purdue Univ, Dept Food Sci, 745 Agr Mall Dr, W Lafayette, IN 47907 USA S China Univ Technol, Coll Light Ind & Food Sci, 381 Wushan Rd, Guangzhou 510640, Guangdong, Peoples R China

Fu, Xiong
论文数: 0 引用数: 0
h-index: 0
机构:
S China Univ Technol, Coll Light Ind & Food Sci, 381 Wushan Rd, Guangzhou 510640, Guangdong, Peoples R China S China Univ Technol, Coll Light Ind & Food Sci, 381 Wushan Rd, Guangzhou 510640, Guangdong, Peoples R China

You, Li-Jun
论文数: 0 引用数: 0
h-index: 0
机构:
S China Univ Technol, Coll Light Ind & Food Sci, 381 Wushan Rd, Guangzhou 510640, Guangdong, Peoples R China S China Univ Technol, Coll Light Ind & Food Sci, 381 Wushan Rd, Guangzhou 510640, Guangdong, Peoples R China

Abbasi, Arshad Mehmood
论文数: 0 引用数: 0
h-index: 0
机构:
S China Univ Technol, Coll Light Ind & Food Sci, 381 Wushan Rd, Guangzhou 510640, Guangdong, Peoples R China
COMSATS Inst Informat Technol, Dept Environm Sci, Abbottabad, Pakistan S China Univ Technol, Coll Light Ind & Food Sci, 381 Wushan Rd, Guangzhou 510640, Guangdong, Peoples R China

Liu, Rui Hai
论文数: 0 引用数: 0
h-index: 0
机构:
S China Univ Technol, Coll Light Ind & Food Sci, 381 Wushan Rd, Guangzhou 510640, Guangdong, Peoples R China
Cornell Univ, Dept Food Sci, Stocking Hall, Ithaca, NY 14853 USA S China Univ Technol, Coll Light Ind & Food Sci, 381 Wushan Rd, Guangzhou 510640, Guangdong, Peoples R China
[4]
Developmental changes in pulp organic acid concentration and activities of acid-metabolising enzymes during the fruit development of two loquat (Eriobotrya japonica Lindl.) cultivars differing in fruit acidity
[J].
Chen, Fa-Xing
;
Liu, Xing-Hui
;
Chen, Li-Song
.
FOOD CHEMISTRY,
2009, 114 (02)
:657-664

Chen, Fa-Xing
论文数: 0 引用数: 0
h-index: 0
机构:
Fujian Agr & Forestry Univ, Coll Hort, Fuzhou 350002, Peoples R China Fujian Agr & Forestry Univ, Inst Hort Plant Physiol Biochem & Mol Biol, Fuzhou 350002, Peoples R China

Liu, Xing-Hui
论文数: 0 引用数: 0
h-index: 0
机构:
Fujian Agr & Forestry Univ, Inst Hort Plant Physiol Biochem & Mol Biol, Fuzhou 350002, Peoples R China
Fujian Agr & Forestry Univ, Coll Hort, Fuzhou 350002, Peoples R China Fujian Agr & Forestry Univ, Inst Hort Plant Physiol Biochem & Mol Biol, Fuzhou 350002, Peoples R China

Chen, Li-Song
论文数: 0 引用数: 0
h-index: 0
机构:
Fujian Agr & Forestry Univ, Inst Hort Plant Physiol Biochem & Mol Biol, Fuzhou 350002, Peoples R China
Fujian Agr & Forestry Univ, Coll Hort, Fuzhou 350002, Peoples R China Fujian Agr & Forestry Univ, Inst Hort Plant Physiol Biochem & Mol Biol, Fuzhou 350002, Peoples R China
[5]
A Novel Integrated Method for Large-Scale Detection, Identification, and Quantification of Widely Targeted Metabolites: Application in the Study of Rice Metabolomics
[J].
Chen, Wei
;
Gong, Liang
;
Guo, Zilong
;
Wang, Wensheng
;
Zhang, Hongyan
;
Liu, Xianqing
;
Yu, Sibin
;
Xiong, Lizhong
;
Luo, Jie
.
MOLECULAR PLANT,
2013, 6 (06)
:1769-1780

Chen, Wei
论文数: 0 引用数: 0
h-index: 0
机构:
Huazhong Agr Univ, Natl Key Lab Crop Genet Improvement, Wuhan 430070, Peoples R China
Huazhong Agr Univ, Natl Ctr Plant Gene Res Wuhan, Wuhan 430070, Peoples R China Huazhong Agr Univ, Natl Key Lab Crop Genet Improvement, Wuhan 430070, Peoples R China

Gong, Liang
论文数: 0 引用数: 0
h-index: 0
机构:
Huazhong Agr Univ, Natl Key Lab Crop Genet Improvement, Wuhan 430070, Peoples R China
Huazhong Agr Univ, Natl Ctr Plant Gene Res Wuhan, Wuhan 430070, Peoples R China Huazhong Agr Univ, Natl Key Lab Crop Genet Improvement, Wuhan 430070, Peoples R China

Guo, Zilong
论文数: 0 引用数: 0
h-index: 0
机构:
Huazhong Agr Univ, Natl Key Lab Crop Genet Improvement, Wuhan 430070, Peoples R China
Huazhong Agr Univ, Natl Ctr Plant Gene Res Wuhan, Wuhan 430070, Peoples R China Huazhong Agr Univ, Natl Key Lab Crop Genet Improvement, Wuhan 430070, Peoples R China

Wang, Wensheng
论文数: 0 引用数: 0
h-index: 0
机构:
Huazhong Agr Univ, Natl Key Lab Crop Genet Improvement, Wuhan 430070, Peoples R China
Huazhong Agr Univ, Natl Ctr Plant Gene Res Wuhan, Wuhan 430070, Peoples R China Huazhong Agr Univ, Natl Key Lab Crop Genet Improvement, Wuhan 430070, Peoples R China

Zhang, Hongyan
论文数: 0 引用数: 0
h-index: 0
机构:
Huazhong Agr Univ, Minist Educ, Key Lab Hort Plant Biol, Wuhan 430070, Peoples R China Huazhong Agr Univ, Natl Key Lab Crop Genet Improvement, Wuhan 430070, Peoples R China

Liu, Xianqing
论文数: 0 引用数: 0
h-index: 0
机构:
Huazhong Agr Univ, Coll Life Sci & Technol, Wuhan 430070, Peoples R China Huazhong Agr Univ, Natl Key Lab Crop Genet Improvement, Wuhan 430070, Peoples R China

Yu, Sibin
论文数: 0 引用数: 0
h-index: 0
机构:
Huazhong Agr Univ, Natl Key Lab Crop Genet Improvement, Wuhan 430070, Peoples R China
Huazhong Agr Univ, Natl Ctr Plant Gene Res Wuhan, Wuhan 430070, Peoples R China Huazhong Agr Univ, Natl Key Lab Crop Genet Improvement, Wuhan 430070, Peoples R China

Xiong, Lizhong
论文数: 0 引用数: 0
h-index: 0
机构:
Huazhong Agr Univ, Natl Key Lab Crop Genet Improvement, Wuhan 430070, Peoples R China
Huazhong Agr Univ, Natl Ctr Plant Gene Res Wuhan, Wuhan 430070, Peoples R China Huazhong Agr Univ, Natl Key Lab Crop Genet Improvement, Wuhan 430070, Peoples R China

Luo, Jie
论文数: 0 引用数: 0
h-index: 0
机构:
Huazhong Agr Univ, Natl Key Lab Crop Genet Improvement, Wuhan 430070, Peoples R China
Huazhong Agr Univ, Natl Ctr Plant Gene Res Wuhan, Wuhan 430070, Peoples R China
Huazhong Agr Univ, Coll Life Sci & Technol, Wuhan 430070, Peoples R China Huazhong Agr Univ, Natl Key Lab Crop Genet Improvement, Wuhan 430070, Peoples R China
[6]
Chemotaxonomic Identification of Key Taste and Nutritional Components in 'Shushanggan Apricot' Fruits by Widely Targeted Metabolomics
[J].
Cui, Bei
;
Liu, Shu-Ming
;
Zheng, Tao
.
MOLECULES,
2022, 27 (12)

Cui, Bei
论文数: 0 引用数: 0
h-index: 0
机构:
Northwest Agr & Forestry Univ, Coll Forestry, Yangling 712100, Shaanxi, Peoples R China Northwest Agr & Forestry Univ, Coll Forestry, Yangling 712100, Shaanxi, Peoples R China

Liu, Shu-Ming
论文数: 0 引用数: 0
h-index: 0
机构:
Northwest Agr & Forestry Univ, Coll Sci, Yangling 712100, Shaanxi, Peoples R China Northwest Agr & Forestry Univ, Coll Forestry, Yangling 712100, Shaanxi, Peoples R China

Zheng, Tao
论文数: 0 引用数: 0
h-index: 0
机构:
Northwest Agr & Forestry Univ, Coll Sci, Yangling 712100, Shaanxi, Peoples R China Northwest Agr & Forestry Univ, Coll Forestry, Yangling 712100, Shaanxi, Peoples R China
[7]
Transcriptomic and proteomic analyses of mulberry (Morus atropurpurea) fruit response to Ciboria carunculoides
[J].
Dai, Fanwei
;
Wang, Zhenjiang
;
Li, Zhiyi
;
Luo, Guoqing
;
Wang, Yi
;
Tang, Cuiming
.
JOURNAL OF PROTEOMICS,
2019, 193
:142-153

Dai, Fanwei
论文数: 0 引用数: 0
h-index: 0
机构:
Guangdong Acad Agr Sci, Sericultural & Agrifood Res Inst, Guangzhou, Guangdong, Peoples R China
Minist Agr, Key Lab Urban Agr South China, Guangzhou, Guangdong, Peoples R China Guangdong Acad Agr Sci, Sericultural & Agrifood Res Inst, Guangzhou, Guangdong, Peoples R China

Wang, Zhenjiang
论文数: 0 引用数: 0
h-index: 0
机构:
Guangdong Acad Agr Sci, Sericultural & Agrifood Res Inst, Guangzhou, Guangdong, Peoples R China
Minist Agr, Key Lab Urban Agr South China, Guangzhou, Guangdong, Peoples R China Guangdong Acad Agr Sci, Sericultural & Agrifood Res Inst, Guangzhou, Guangdong, Peoples R China

Li, Zhiyi
论文数: 0 引用数: 0
h-index: 0
机构:
Guangdong Acad Agr Sci, Sericultural & Agrifood Res Inst, Guangzhou, Guangdong, Peoples R China Guangdong Acad Agr Sci, Sericultural & Agrifood Res Inst, Guangzhou, Guangdong, Peoples R China

Luo, Guoqing
论文数: 0 引用数: 0
h-index: 0
机构:
Guangdong Acad Agr Sci, Sericultural & Agrifood Res Inst, Guangzhou, Guangdong, Peoples R China
Minist Agr, Key Lab Urban Agr South China, Guangzhou, Guangdong, Peoples R China Guangdong Acad Agr Sci, Sericultural & Agrifood Res Inst, Guangzhou, Guangdong, Peoples R China

Wang, Yi
论文数: 0 引用数: 0
h-index: 0
机构:
Guangdong Acad Agr Sci, Sericultural & Agrifood Res Inst, Guangzhou, Guangdong, Peoples R China Guangdong Acad Agr Sci, Sericultural & Agrifood Res Inst, Guangzhou, Guangdong, Peoples R China

Tang, Cuiming
论文数: 0 引用数: 0
h-index: 0
机构:
Guangdong Acad Agr Sci, Sericultural & Agrifood Res Inst, Guangzhou, Guangdong, Peoples R China
Minist Agr, Key Lab Urban Agr South China, Guangzhou, Guangdong, Peoples R China Guangdong Acad Agr Sci, Sericultural & Agrifood Res Inst, Guangzhou, Guangdong, Peoples R China
[8]
Functional Characterization of Flavanone 3-Hydroxylase (F3H) and Its Role in Anthocyanin and Flavonoid Biosynthesis in Mulberry
[J].
Dai, Mingjie
;
Kang, Xiaoru
;
Wang, Yuqiong
;
Huang, Shuai
;
Guo, Yangyang
;
Wang, Rufeng
;
Chao, Nan
;
Liu, Li
.
MOLECULES,
2022, 27 (10)

Dai, Mingjie
论文数: 0 引用数: 0
h-index: 0
机构:
Jiangsu Univ Sci & Technol, Coll Biotechnol, Zhenjiang 212018, Jiangsu, Peoples R China Jiangsu Univ Sci & Technol, Coll Biotechnol, Zhenjiang 212018, Jiangsu, Peoples R China

Kang, Xiaoru
论文数: 0 引用数: 0
h-index: 0
机构:
Jiangsu Univ Sci & Technol, Coll Biotechnol, Zhenjiang 212018, Jiangsu, Peoples R China Jiangsu Univ Sci & Technol, Coll Biotechnol, Zhenjiang 212018, Jiangsu, Peoples R China

Wang, Yuqiong
论文数: 0 引用数: 0
h-index: 0
机构:
Jiangsu Univ Sci & Technol, Coll Biotechnol, Zhenjiang 212018, Jiangsu, Peoples R China Jiangsu Univ Sci & Technol, Coll Biotechnol, Zhenjiang 212018, Jiangsu, Peoples R China

Huang, Shuai
论文数: 0 引用数: 0
h-index: 0
机构:
Jiangsu Univ Sci & Technol, Coll Biotechnol, Zhenjiang 212018, Jiangsu, Peoples R China Jiangsu Univ Sci & Technol, Coll Biotechnol, Zhenjiang 212018, Jiangsu, Peoples R China

Guo, Yangyang
论文数: 0 引用数: 0
h-index: 0
机构:
Jiangsu Univ Sci & Technol, Coll Biotechnol, Zhenjiang 212018, Jiangsu, Peoples R China Jiangsu Univ Sci & Technol, Coll Biotechnol, Zhenjiang 212018, Jiangsu, Peoples R China

Wang, Rufeng
论文数: 0 引用数: 0
h-index: 0
机构:
Jiangsu Univ Sci & Technol, Coll Biotechnol, Zhenjiang 212018, Jiangsu, Peoples R China Jiangsu Univ Sci & Technol, Coll Biotechnol, Zhenjiang 212018, Jiangsu, Peoples R China

Chao, Nan
论文数: 0 引用数: 0
h-index: 0
机构:
Jiangsu Univ Sci & Technol, Coll Biotechnol, Zhenjiang 212018, Jiangsu, Peoples R China
Chinese Acad Agr Sci, Sericultural Res Inst, Zhenjiang 212018, Jiangsu, Peoples R China Jiangsu Univ Sci & Technol, Coll Biotechnol, Zhenjiang 212018, Jiangsu, Peoples R China

Liu, Li
论文数: 0 引用数: 0
h-index: 0
机构:
Jiangsu Univ Sci & Technol, Coll Biotechnol, Zhenjiang 212018, Jiangsu, Peoples R China
Chinese Acad Agr Sci, Sericultural Res Inst, Zhenjiang 212018, Jiangsu, Peoples R China Jiangsu Univ Sci & Technol, Coll Biotechnol, Zhenjiang 212018, Jiangsu, Peoples R China
[9]
Comparative nutritional and metabolic analysis reveals the taste variations during yellow rambutan fruit maturation
[J].
Deng, Hao
;
Wu, Guang
;
Zhang, Ronghu
;
Yin, Qingchun
;
Xu, Bin
;
Zhou, Liying
;
Chen, Zhe
.
FOOD CHEMISTRY-X,
2023, 17

Deng, Hao
论文数: 0 引用数: 0
h-index: 0
机构:
Hainan Acad Agr Sci, Inst Agroprod Proc & Design, Key Lab Trop Fruit & Vegetable Cold Chain Hainan P, Haikou 571100, Peoples R China
Hainan Acad Agr Sci, Sanya Inst, Sanya 572025, Peoples R China
Minist Agr & Rural Affairs, Coconstruct Minist Prov, Key Lab Genet Resources Evaluat & Utilizat Trop Fr, Haikou 571100, Peoples R China Hainan Acad Agr Sci, Inst Agroprod Proc & Design, Key Lab Trop Fruit & Vegetable Cold Chain Hainan P, Haikou 571100, Peoples R China

Wu, Guang
论文数: 0 引用数: 0
h-index: 0
机构:
Hainan Acad Agr Sci, Inst Agroprod Proc & Design, Key Lab Trop Fruit & Vegetable Cold Chain Hainan P, Haikou 571100, Peoples R China
Hainan Acad Agr Sci, Sanya Inst, Sanya 572025, Peoples R China
Minist Agr & Rural Affairs, Coconstruct Minist Prov, Key Lab Genet Resources Evaluat & Utilizat Trop Fr, Haikou 571100, Peoples R China Hainan Acad Agr Sci, Inst Agroprod Proc & Design, Key Lab Trop Fruit & Vegetable Cold Chain Hainan P, Haikou 571100, Peoples R China

Zhang, Ronghu
论文数: 0 引用数: 0
h-index: 0
机构:
Hainan Acad Agr Sci, Inst Agroprod Proc & Design, Key Lab Trop Fruit & Vegetable Cold Chain Hainan P, Haikou 571100, Peoples R China
Hainan Acad Agr Sci, Sanya Inst, Sanya 572025, Peoples R China
Minist Agr & Rural Affairs, Coconstruct Minist Prov, Key Lab Genet Resources Evaluat & Utilizat Trop Fr, Haikou 571100, Peoples R China Hainan Acad Agr Sci, Inst Agroprod Proc & Design, Key Lab Trop Fruit & Vegetable Cold Chain Hainan P, Haikou 571100, Peoples R China

Yin, Qingchun
论文数: 0 引用数: 0
h-index: 0
机构:
Hainan Inst Food Control, Key Lab Trop Fruits & Vegetables Qual Safety State, Haikou 570311, Peoples R China Hainan Acad Agr Sci, Inst Agroprod Proc & Design, Key Lab Trop Fruit & Vegetable Cold Chain Hainan P, Haikou 571100, Peoples R China

Xu, Bin
论文数: 0 引用数: 0
h-index: 0
机构:
Hainan Acad Agr Sci, Inst Agroprod Proc & Design, Key Lab Trop Fruit & Vegetable Cold Chain Hainan P, Haikou 571100, Peoples R China Hainan Acad Agr Sci, Inst Agroprod Proc & Design, Key Lab Trop Fruit & Vegetable Cold Chain Hainan P, Haikou 571100, Peoples R China

Zhou, Liying
论文数: 0 引用数: 0
h-index: 0
机构:
Hainan Acad Agr Sci, Inst Agroprod Proc & Design, Key Lab Trop Fruit & Vegetable Cold Chain Hainan P, Haikou 571100, Peoples R China Hainan Acad Agr Sci, Inst Agroprod Proc & Design, Key Lab Trop Fruit & Vegetable Cold Chain Hainan P, Haikou 571100, Peoples R China

Chen, Zhe
论文数: 0 引用数: 0
h-index: 0
机构:
Minist Agr & Rural Affairs, Coconstruct Minist Prov, Key Lab Genet Resources Evaluat & Utilizat Trop Fr, Haikou 571100, Peoples R China
Hainan Acad Agr Sci, Inst Trop Fruit Trees, Key Lab Trop Fruit Tree Biol Hainan Prov, Haikou 571100, Peoples R China
Hainan Acad Agr Sci, Haikou, Hainan, Peoples R China Hainan Acad Agr Sci, Inst Agroprod Proc & Design, Key Lab Trop Fruit & Vegetable Cold Chain Hainan P, Haikou 571100, Peoples R China
[10]
MicroRNA Profiling During Mulberry (Morus atropurpurea Roxb) Fruit Development and Regulatory Pathway of miR477 for Anthocyanin Accumulation
[J].
Dong, Xiaonan
;
Liu, Chaorui
;
Wang, Yuqi
;
Dong, Qing
;
Gai, Yingping
;
Ji, Xianling
.
FRONTIERS IN PLANT SCIENCE,
2021, 12

Dong, Xiaonan
论文数: 0 引用数: 0
h-index: 0
机构:
Shandong Agr Univ, Coll Forestry, Tai An, Shandong, Peoples R China Shandong Agr Univ, Coll Forestry, Tai An, Shandong, Peoples R China

Liu, Chaorui
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Wang, Yuqi
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Dong, Qing
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Gai, Yingping
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Ji, Xianling
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