Metabolomic Profiling of Different Maca Color Types Using Nuclear Magnetic Resonance Spectroscopy and Multivariate Data Analysis

被引:0
|
作者
Lv, Jingwei [1 ]
Li, Chunnan [1 ]
Zhang, Nanxi [1 ]
Zhang, Kaiyue [1 ]
Gao, Xiaochen [1 ]
Li, Na [1 ]
Ming, Lingwen [1 ]
Yang, Yinping [1 ]
Zhang, Hui [1 ]
Sun, Jiaming [1 ]
机构
[1] Changchun Univ Chinese Med, Jilin Ginseng Acad, Changchun 130117, Peoples R China
来源
基金
中国国家自然科学基金;
关键词
H-1-NMR spectroscopy; Multivariate data analysis; Maca; Metabolomic; LEPIDIUM-MEYENII MACA; ALZHEIMERS-DISEASE; CEREBRAL-CORTEX; ACETYLCHOLINESTERASE; EXTRACT; ACID; NMR; POLYMORPHISMS; CONSTITUENTS; PLANTS;
D O I
10.52568/001071/JCSP/44.04.2022
中图分类号
O6 [化学];
学科分类号
0703 ;
摘要
This study aimed to explore significant differences in chemical composition among maca (Lepidium meyenii Walp.) types with different colors in Yunnan province, China. H-1-NMR spectroscopy, in combination with principal component analysis and partial least squares discriminant analysis, was used to investigate the compounds responsible for compositional differences. Different maca color types in Yunnan were clearly distinguished by 11 differential metabolites. Furthermore, network pharmacology results showed that 30 active components were related to Alzheimer's disease. Nine intersecting compounds among the 11 differential metabolites and 30 active components, namely, lysine, isoleucine, phenylalanine, beta-hydroxybutyrate, tryptophan, pyroglutamate, proline, glutamine, and fructose, were used as bioactive markers to identify different maca color types. The results showed the bioactive markers among different maca color types holistically, providing a scientific basis for assessing the quality of commercial products derived from different maca color types.
引用
收藏
页码:356 / 365
页数:10
相关论文
共 50 条
  • [1] Metabolomic profiling of the antitussive and expectorant plant Tussilago farfara L. by nuclear magnetic resonance spectroscopy and multivariate data analysis
    Li, Zhen-Yu
    Zhi, Hai-Juan
    Zhang, Fu-Sheng
    Sun, Hai-Feng
    Zhang, Li-Zeng
    Jia, Jin-Ping
    Xing, Jie
    Qin, Xue-Mei
    JOURNAL OF PHARMACEUTICAL AND BIOMEDICAL ANALYSIS, 2013, 75 : 158 - 164
  • [2] Breath metabolomic profiling by nuclear magnetic resonance spectroscopy in asthma
    Ibrahim, B.
    Marsden, P.
    Smith, J. A.
    Custovic, A.
    Nilsson, M.
    Fowler, S. J.
    ALLERGY, 2013, 68 (08) : 1050 - 1056
  • [3] Classification of llex species based on metabolomic fingerprinting using nuclear magnetic resonance and multivariate data analysis
    Choi, YH
    Sertic, S
    Kim, HK
    Wilson, EG
    Michopoulos, F
    Lefeber, AWM
    Erkelens, C
    Kricun, SDP
    Verpoorte, R
    JOURNAL OF AGRICULTURAL AND FOOD CHEMISTRY, 2005, 53 (04) : 1237 - 1245
  • [4] Metabolic profiling of the Mexican anxiolytic and sedative plant Golphimia glauca using nuclear magnetic resonance spectroscopy and multivariate data analysis
    Cardoso-Taketa, Alexandre T.
    Pereda-Miranda, Rogelio
    Hae Choi, Young
    Verpoorte, Robert
    Luisa Villarreal, Maria
    PLANTA MEDICA, 2008, 74 (10) : 1295 - 1301
  • [5] Metabolomic Profiling of Autoimmune Hepatitis: The Diagnostic Utility of Nuclear Magnetic Resonance Spectroscopy
    Wang, Jia-bo
    Pu, Shi-biao
    Sun, Ying
    Li, Zhong-feng
    Niu, Ming
    Yan, Xian-zhong
    Zhao, Yan-ling
    Wang, Li-feng
    Qin, Xue-mei
    Ma, Zhi-jie
    Zhang, Ya-ming
    Li, Bao-sen
    Luo, Sheng-qiang
    Gong, Man
    Sun, Yong-qiang
    Zou, Zheng-sheng
    Ciao, Xiao-he
    JOURNAL OF PROTEOME RESEARCH, 2014, 13 (08) : 3792 - 3801
  • [6] Metabolomic profiling of asthma: Diagnostic utility of urine nuclear magnetic resonance spectroscopy
    Saude, Erik J.
    Skappak, Christopher D.
    Regush, Shana
    Cook, Kim
    Ben-Zvi, Amos
    Becker, Allan
    Moqbel, Redwan
    Sykes, Brian D.
    Rowe, Brian H.
    Adamko, Darryl J.
    JOURNAL OF ALLERGY AND CLINICAL IMMUNOLOGY, 2011, 127 (03) : 757 - U408
  • [7] Quantification of lipoprotein profiles by nuclear magnetic resonance spectroscopy and multivariate data analysis
    Aru, Violetta
    Lam, Chloie
    Khakimov, Bekzod
    Hoefsloot, Huub C. J.
    Zwanenburg, Gooitzen
    Lind, Mads Vendelbo
    Schaefer, Hartmut
    van Duynhoven, John
    Jacobs, Doris M.
    Smilde, Age K.
    Engelsen, Soren B.
    TRAC-TRENDS IN ANALYTICAL CHEMISTRY, 2017, 94 : 210 - 219
  • [8] Analysis of urinary metabolomic profiling for unstable angina pectoris disease based on nuclear magnetic resonance spectroscopy
    Li, Zhongfeng
    Liu, Xinfeng
    Wang, Juan
    Gao, Jian
    Guo, Shuzhen
    Gao, Kuo
    Man, Hongxue
    Wang, Yingfeng
    Chen, Jianxin
    Wang, Wei
    MOLECULAR BIOSYSTEMS, 2015, 11 (12) : 3387 - 3396
  • [9] Metabolomic profiling of bovine oviductal fluid across the oestrous cycle using proton nuclear magnetic resonance spectroscopy
    Lamy, Julie
    Gatien, Julie
    Dubuisson, Florine
    Nadal-Desbarats, Lydie
    Salvetti, Pascal
    Mermillod, Pascal
    Saint-Dizier, Marie
    REPRODUCTION FERTILITY AND DEVELOPMENT, 2018, 30 (07) : 1021 - 1028
  • [10] Metabolomic fingerprint of heart failure in humans: a nuclear magnetic resonance spectroscopy analysis
    Biagioli, M.
    Pantaleo, P.
    Lippi, C.
    Alterini, B.
    Tenori, L.
    Hu, X.
    Biagini, F.
    Castelli, G.
    Gensini, G. F.
    Bertini, I.
    EUROPEAN JOURNAL OF HEART FAILURE, 2013, 12 : S59 - S59