Ginger, the rhizome of Zingiber officinale Roscoe, is a popular spice used in the food, beverage and confectionary industries. In this study, we report an untargeted UPLC-Q/TOF-MS-based metabolomics approach for comprehensively discriminating between ginger from two geographical locations, Ghana in West Africa and China. Forty batches of fresh ginger from both countries were discriminated using principal component analysis and orthogonal partial least squares discrimination analysis. Sixteen differential metabolites were identified between the gingers from the two geographical locations, six of which were identified as the marker compounds responsible for the discrimination. Our study highlights the essence and predictive power of metabolomics in detecting minute differences in same varieties of plants/plant samples based on the levels and composition of their metabolites.
机构:
China Acad Chinese Med Sci, Expt Res Ctr, Beijing, Peoples R ChinaChina Acad Chinese Med Sci, Expt Res Ctr, Beijing, Peoples R China
Yang, Xiao-fang
Miao, Yu
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Lunan Pharmaceut Grp Co Ltd, State Key Lab Gener Manufacture Technol Tradit Chi, Linyi, Shandong, Peoples R ChinaChina Acad Chinese Med Sci, Expt Res Ctr, Beijing, Peoples R China
Miao, Yu
Yang, Da-wei
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Liaocheng Peoples Hosp, Zhong Yuan Acad Biol Med, Liaocheng, Peoples R ChinaChina Acad Chinese Med Sci, Expt Res Ctr, Beijing, Peoples R China
Yang, Da-wei
Kong, Ren
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Jiangsu Univ Technol, Inst Bioinformat & Med Engn, Changzhou, Peoples R ChinaChina Acad Chinese Med Sci, Expt Res Ctr, Beijing, Peoples R China
Kong, Ren
Yuan, Bo
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Jiangsu Normal Univ, Sch Life Sci, Xuzhou, Peoples R ChinaChina Acad Chinese Med Sci, Expt Res Ctr, Beijing, Peoples R China
Yuan, Bo
Quan, Jian-ye
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China Acad Chinese Med Sci, Expt Res Ctr, Beijing, Peoples R ChinaChina Acad Chinese Med Sci, Expt Res Ctr, Beijing, Peoples R China
Quan, Jian-ye
Bu, Wei
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Jiangsu Normal Univ, Sch Life Sci, Xuzhou, Peoples R China
Jiangsu Normal Univ, Inst Sci & Technol, Xuzhou, Peoples R ChinaChina Acad Chinese Med Sci, Expt Res Ctr, Beijing, Peoples R China
机构:
Jiangxi Univ Tradit Chinese Med, Nanchang 330002, Jiangxi, Peoples R ChinaJiangxi Univ Tradit Chinese Med, Nanchang 330002, Jiangxi, Peoples R China
Wang, Dongxu
Wang, Qi
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机构:
State Key Lab Innovat Drug & Efficient Energy Sav, Nanchang 330006, Jiangxi, Peoples R ChinaJiangxi Univ Tradit Chinese Med, Nanchang 330002, Jiangxi, Peoples R China
Wang, Qi
Chen, Renhao
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Jiangxi Univ Tradit Chinese Med, Nanchang 330002, Jiangxi, Peoples R ChinaJiangxi Univ Tradit Chinese Med, Nanchang 330002, Jiangxi, Peoples R China
Chen, Renhao
Yang, Shinlin
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State Key Lab Innovat Drug & Efficient Energy Sav, Nanchang 330006, Jiangxi, Peoples R ChinaJiangxi Univ Tradit Chinese Med, Nanchang 330002, Jiangxi, Peoples R China
Yang, Shinlin
Li, Zhifeng
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Jiangxi Univ Tradit Chinese Med, Nanchang 330002, Jiangxi, Peoples R ChinaJiangxi Univ Tradit Chinese Med, Nanchang 330002, Jiangxi, Peoples R China
Li, Zhifeng
Feng, Yulin
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State Key Lab Innovat Drug & Efficient Energy Sav, Nanchang 330006, Jiangxi, Peoples R ChinaJiangxi Univ Tradit Chinese Med, Nanchang 330002, Jiangxi, Peoples R China
机构:
Nanjing Univ Chinese Med, Natl & Local Collaborat Engn Ctr Chinese Med Resou, Jiangsu Collaborat Innovat Ctr Chinese Med Resourc, Nanjing 210023, Peoples R ChinaNanjing Univ Chinese Med, Natl & Local Collaborat Engn Ctr Chinese Med Resou, Jiangsu Collaborat Innovat Ctr Chinese Med Resourc, Nanjing 210023, Peoples R China
Yu, Dai-xin
Guo, Sheng
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Nanjing Univ Chinese Med, Natl & Local Collaborat Engn Ctr Chinese Med Resou, Jiangsu Collaborat Innovat Ctr Chinese Med Resourc, Nanjing 210023, Peoples R ChinaNanjing Univ Chinese Med, Natl & Local Collaborat Engn Ctr Chinese Med Resou, Jiangsu Collaborat Innovat Ctr Chinese Med Resourc, Nanjing 210023, Peoples R China
Guo, Sheng
Zhang, Xia
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Nanjing Univ Chinese Med, Coll Artificial Intelligence & Informat Technol, Nanjing 210023, Peoples R ChinaNanjing Univ Chinese Med, Natl & Local Collaborat Engn Ctr Chinese Med Resou, Jiangsu Collaborat Innovat Ctr Chinese Med Resourc, Nanjing 210023, Peoples R China
Zhang, Xia
Yan, Hui
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Nanjing Univ Chinese Med, Natl & Local Collaborat Engn Ctr Chinese Med Resou, Jiangsu Collaborat Innovat Ctr Chinese Med Resourc, Nanjing 210023, Peoples R ChinaNanjing Univ Chinese Med, Natl & Local Collaborat Engn Ctr Chinese Med Resou, Jiangsu Collaborat Innovat Ctr Chinese Med Resourc, Nanjing 210023, Peoples R China
Yan, Hui
Mao, Su-wan
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Nanjing Univ Chinese Med, Coll Artificial Intelligence & Informat Technol, Nanjing 210023, Peoples R ChinaNanjing Univ Chinese Med, Natl & Local Collaborat Engn Ctr Chinese Med Resou, Jiangsu Collaborat Innovat Ctr Chinese Med Resourc, Nanjing 210023, Peoples R China
Mao, Su-wan
Wang, Jie-mei
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Nanjing Univ Chinese Med, Natl & Local Collaborat Engn Ctr Chinese Med Resou, Jiangsu Collaborat Innovat Ctr Chinese Med Resourc, Nanjing 210023, Peoples R ChinaNanjing Univ Chinese Med, Natl & Local Collaborat Engn Ctr Chinese Med Resou, Jiangsu Collaborat Innovat Ctr Chinese Med Resourc, Nanjing 210023, Peoples R China
Wang, Jie-mei
Zhou, Jia-qi
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Nanjing Univ Chinese Med, Natl & Local Collaborat Engn Ctr Chinese Med Resou, Jiangsu Collaborat Innovat Ctr Chinese Med Resourc, Nanjing 210023, Peoples R ChinaNanjing Univ Chinese Med, Natl & Local Collaborat Engn Ctr Chinese Med Resou, Jiangsu Collaborat Innovat Ctr Chinese Med Resourc, Nanjing 210023, Peoples R China
Zhou, Jia-qi
Yang, Jian
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China Acad Chinese Med Sci, Natl Resource Ctr Chinese Mat Med, State Key Lab Dao Di Herbs Breeding Base, Beijing 100700, Peoples R ChinaNanjing Univ Chinese Med, Natl & Local Collaborat Engn Ctr Chinese Med Resou, Jiangsu Collaborat Innovat Ctr Chinese Med Resourc, Nanjing 210023, Peoples R China
Yang, Jian
Yuan, Yu-wei
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Zhejiang Acad Agr Sci, Inst Agroprod Safety & Nutr, Key Lab Informat Traceabil Agr Prod, Minist Agr & Rural Affairs China, Hangzhou 310021, Peoples R ChinaNanjing Univ Chinese Med, Natl & Local Collaborat Engn Ctr Chinese Med Resou, Jiangsu Collaborat Innovat Ctr Chinese Med Resourc, Nanjing 210023, Peoples R China
Yuan, Yu-wei
Duan, Jin-ao
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Nanjing Univ Chinese Med, Natl & Local Collaborat Engn Ctr Chinese Med Resou, Jiangsu Collaborat Innovat Ctr Chinese Med Resourc, Nanjing 210023, Peoples R ChinaNanjing Univ Chinese Med, Natl & Local Collaborat Engn Ctr Chinese Med Resou, Jiangsu Collaborat Innovat Ctr Chinese Med Resourc, Nanjing 210023, Peoples R China
机构:
China Acad Chinese Med Sci, Natl Resource Ctr Chinese Mat Med, State Key Lab Breeding Base Dao Herbs, Beijing 100700, Peoples R ChinaZhejiang A&F Univ, Zhejiang Prov Collaborat Innovat Ctr Bamboo Resou, Zhejiang Prov Key Lab Chem Utilizat Forestry Biom, Linan 311300, Zhejiang, Peoples R China
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Jilin Univ, Dept Neurosurg, China Japan Union Hosp, 126 Xiantai St, Changchun 130033, Jilin, Peoples R ChinaJilin Univ, Dept Neurosurg, China Japan Union Hosp, 126 Xiantai St, Changchun 130033, Jilin, Peoples R China
Du, Chao
Huang, Zhehao
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Jilin Univ, Dept Neurosurg, China Japan Union Hosp, 126 Xiantai St, Changchun 130033, Jilin, Peoples R ChinaJilin Univ, Dept Neurosurg, China Japan Union Hosp, 126 Xiantai St, Changchun 130033, Jilin, Peoples R China
Huang, Zhehao
Wei, Bo
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Jilin Univ, Dept Neurosurg, China Japan Union Hosp, 126 Xiantai St, Changchun 130033, Jilin, Peoples R ChinaJilin Univ, Dept Neurosurg, China Japan Union Hosp, 126 Xiantai St, Changchun 130033, Jilin, Peoples R China
Wei, Bo
Li, Miao
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Jilin Univ, Dept Neurosurg, China Japan Union Hosp, 126 Xiantai St, Changchun 130033, Jilin, Peoples R ChinaJilin Univ, Dept Neurosurg, China Japan Union Hosp, 126 Xiantai St, Changchun 130033, Jilin, Peoples R China
机构:
Nanjing Univ Chinese Med, Sch Pharm, Nanjing 210023, Jiangsu, Peoples R ChinaNanjing Univ Chinese Med, Sch Pharm, Nanjing 210023, Jiangsu, Peoples R China
Hao, Min
Ji, De
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Nanjing Univ Chinese Med, Sch Pharm, Nanjing 210023, Jiangsu, Peoples R ChinaNanjing Univ Chinese Med, Sch Pharm, Nanjing 210023, Jiangsu, Peoples R China
Ji, De
Li, Lin
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Nanjing Univ Chinese Med, Sch Pharm, Nanjing 210023, Jiangsu, Peoples R ChinaNanjing Univ Chinese Med, Sch Pharm, Nanjing 210023, Jiangsu, Peoples R China
Li, Lin
Su, Lianlin
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Nanjing Univ Chinese Med, Sch Pharm, Nanjing 210023, Jiangsu, Peoples R ChinaNanjing Univ Chinese Med, Sch Pharm, Nanjing 210023, Jiangsu, Peoples R China
Su, Lianlin
Gu, Wei
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Nanjing Univ Chinese Med, Sch Pharm, Nanjing 210023, Jiangsu, Peoples R ChinaNanjing Univ Chinese Med, Sch Pharm, Nanjing 210023, Jiangsu, Peoples R China
Gu, Wei
Gu, Liya
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Nanjing Univ Chinese Med, Sch Pharm, Nanjing 210023, Jiangsu, Peoples R ChinaNanjing Univ Chinese Med, Sch Pharm, Nanjing 210023, Jiangsu, Peoples R China
Gu, Liya
Wang, Qiaohan
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Nanjing Univ Chinese Med, Sch Pharm, Nanjing 210023, Jiangsu, Peoples R ChinaNanjing Univ Chinese Med, Sch Pharm, Nanjing 210023, Jiangsu, Peoples R China
Wang, Qiaohan
Lu, Tulin
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Nanjing Univ Chinese Med, Sch Pharm, Nanjing 210023, Jiangsu, Peoples R ChinaNanjing Univ Chinese Med, Sch Pharm, Nanjing 210023, Jiangsu, Peoples R China
Lu, Tulin
Mao, Chunqin
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Nanjing Univ Chinese Med, Sch Pharm, Nanjing 210023, Jiangsu, Peoples R ChinaNanjing Univ Chinese Med, Sch Pharm, Nanjing 210023, Jiangsu, Peoples R China
机构:
College of Fisheries and Life Science, Dalian Ocean University, Dalian,116023, China
School of Food Science and Technology, Dalian Polytechnic University, Dalian,116034, ChinaCollege of Fisheries and Life Science, Dalian Ocean University, Dalian,116023, China
Zhao, Guanhua
Zhao, Wenfei
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College of Fisheries and Life Science, Dalian Ocean University, Dalian,116023, ChinaCollege of Fisheries and Life Science, Dalian Ocean University, Dalian,116023, China
Zhao, Wenfei
Han, Lingshu
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College of Fisheries and Life Science, Dalian Ocean University, Dalian,116023, ChinaCollege of Fisheries and Life Science, Dalian Ocean University, Dalian,116023, China
Han, Lingshu
Ding, Jun
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College of Fisheries and Life Science, Dalian Ocean University, Dalian,116023, ChinaCollege of Fisheries and Life Science, Dalian Ocean University, Dalian,116023, China
Ding, Jun
Chang, Yaqing
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College of Fisheries and Life Science, Dalian Ocean University, Dalian,116023, ChinaCollege of Fisheries and Life Science, Dalian Ocean University, Dalian,116023, China