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Xu Y, Feng J, Hu Y, Chen L, Qin W, Chen C, Yan M, Guo H. Hub Metabolites Promote the Bioflocculant Production in a Biomass-Degrading Bacterium Pseudomonas boreopolis GO2. Microb Physiol 2024; 35:1-12. [PMID: 39616990 DOI: 10.1159/000542892] [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: 07/25/2024] [Accepted: 11/28/2024] [Indexed: 01/11/2025]
Abstract
INTRODUCTION The low yield of bioflocculants has been a bottleneck problem that limits their industrial applications. Understanding the metabolic mechanism of bacteria that produce bioflocculants could provide valuable insights and strategies to directly regulate their yield in future. METHODS To investigate the change of metabolites in the process of bioflocculant production by a biomass-degrading bacterium, Pseudomonas boreopolis GO2, an untargeted metabolome analysis was performed. RESULTS The results showed that metabolites significantly differed during the fermentation process when corn stover was used as the sole carbon source. The differential metabolites were divided into four co-expression modules based on the weighted gene co-expression network analysis. Among them, a module (yellow module) was closely related to the flocculating efficiency, and the metabolites in this module were mainly involved in carbohydrate, lipid, and amino acid metabolism. The top 30 metabolites with the highest degree in the yellow module were identified as hub metabolites for bioflocculant production. Finally, 10 hub metabolites were selected to perform the additional experiments, and the addition of L-rhamnose, tyramine, tryptophan, and glutaric acid alone all could significantly improve the flocculating efficiency of GO2 strain. CONCLUSION These results indicated that the hub metabolites were key for bioflocculant production in GO2 strain, and could help guide the improvement of high-efficiency and low-cost bioflocculant production.
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Affiliation(s)
- Yijie Xu
- State Key Laboratory for Managing Biotic and Chemical Threats to the Quality and Safety of Agro-Products, School of Marine Sciences, Ningbo University, Ningbo, China
| | - Jiayin Feng
- State Key Laboratory for Managing Biotic and Chemical Threats to the Quality and Safety of Agro-Products, School of Marine Sciences, Ningbo University, Ningbo, China
| | - YuXuan Hu
- State Key Laboratory for Managing Biotic and Chemical Threats to the Quality and Safety of Agro-Products, School of Marine Sciences, Ningbo University, Ningbo, China
| | - Li Chen
- State Key Laboratory for Managing Biotic and Chemical Threats to the Quality and Safety of Agro-Products, School of Marine Sciences, Ningbo University, Ningbo, China
| | - Wensheng Qin
- Department of Biology, Lakehead University, Thunder Bay, Ontario, Canada
| | - Chen Chen
- Zhejiang Key Laboratory of Coastal Biological Germplasm Resources Conservation and Utilization, Zhejiang Mariculture Research Institute, Wenzhou, China
- Wenzhou Key Laboratory of Marine Biological Genetics and Breeding, Zhejiang Mariculture Research Institute, Wenzhou, China
| | - Maocang Yan
- Zhejiang Key Laboratory of Coastal Biological Germplasm Resources Conservation and Utilization, Zhejiang Mariculture Research Institute, Wenzhou, China
- Wenzhou Key Laboratory of Marine Biological Genetics and Breeding, Zhejiang Mariculture Research Institute, Wenzhou, China
| | - Haipeng Guo
- State Key Laboratory for Managing Biotic and Chemical Threats to the Quality and Safety of Agro-Products, School of Marine Sciences, Ningbo University, Ningbo, China
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Bukowska B. Current and Potential Use of Biologically Active Compounds Derived from Cannabis sativa L. in the Treatment of Selected Diseases. Int J Mol Sci 2024; 25:12738. [PMID: 39684447 DOI: 10.3390/ijms252312738] [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: 10/23/2024] [Revised: 11/20/2024] [Accepted: 11/25/2024] [Indexed: 12/18/2024] Open
Abstract
Cannabis sativa L. contains numerous compounds with antioxidant and anti-inflammatory properties, including the flavonoids and the cannabinoids, particularly Δ-9-tetrahydrocannabinol (THC) and cannabidiol (CBD). Cannabinoids have an effect on the endocannabinoid system (ECS), a cellular communication network, and are, hence, widely studied for medical applications. Epidiolex®, a 99% pure oral CBD extract, has been approved by the FDA for the treatment of epilepsy. Nabiximols (Sativex) is an oromucosal spray containing equal volume of THC and CBD, and it is commonly used as an add-on treatment for unresponsive spasticity in multiple sclerosis (MS) patients. Several in vitro and in vivo studies have also shown that cannabinoids can be used to treat various types of cancer, such as melanoma and brain glioblastoma; the first positive clinical trials on the anticancer effect of a THC:CBD blend with temozolomide (TMZ) in the treatment of highly invasive brain cancer are very promising. The cannabinoids exert their anticancer properties in in vitro investigations by the induction of cell death, mainly by apoptosis and cytotoxic autophagy, and the inhibition of cell proliferation. In several studies, cannabinoids have been found to induce tumor regression and inhibit angiogenic mechanisms in vitro and in vivo, as well as in two low-numbered epidemiological studies. They also exhibit antiviral effects by inhibiting ACE2 transcription, blocking viral replication and fusion, and acting as anti-inflammatory agents; indeed, prior CBD consumption (a study of 93,565 persons in Chicago) has also been associated with a much lower incidence of SARS-CoV-2 infections. It is postulated that cannabis extracts can be used in the treatment of many other diseases such as systemic lupus erythematosus, type 1 diabetes, or various types of neurological disorders, e.g., Alzheimer's disease. The aim of this review is to outline the current state of knowledge regarding currently used medicinal preparations derived from C. sativa L. in the treatment of selected cancer and viral diseases, and to present the latest research on the potential applications of its secondary metabolites.
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Affiliation(s)
- Bożena Bukowska
- Department of Biophysics of Environmental Pollution, Faculty of Biology and Environmental Protection, University of Lodz, Pomorska Street141/143, 90-236 Lodz, Poland
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Xiao L, Xu H, Wu T, Xie Q, Wen R, Wang L, Su B, Zhang H. Metabolomic Diversity in Polygonatum kingianum Across Varieties and Growth Years. Molecules 2024; 29:5180. [PMID: 39519821 PMCID: PMC11547710 DOI: 10.3390/molecules29215180] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/07/2024] [Revised: 10/22/2024] [Accepted: 10/29/2024] [Indexed: 11/16/2024] Open
Abstract
Polygonatum rhizome is a traditional Chinese medicine of the same origin as food and medicine, and it has high economic value and social benefits. To screen the excellent germplasm resources of Polygonatum kingianum (P. kingianum) and clarify the nutritional and medicinal value of the rhizome of P. kingianum, we used widely targeted metabolomics to analyze the traits and metabolomics of rhizomes of different germplasms of P. kingianum from different growth years. The results showed that different germplasms and growth years of P. kingianum were rich in different nutritional and medicinal components. Among them, Polygonatum kingianum 'Linyun 1' rhizome (PWR) was richer in amino acids and derivatives, alkaloids, and phenolic acids, while Polygonatum kingianum rhizome (PRR) was richer in flavonoids, organic acids, and phenolic acids. Most of the differential compounds were mainly enriched in PRR when the growth year was one, and PWR had a greater variety and higher content of differential compounds in the third year, which also reflected the advantages of Polygonatum kingianum 'Linyun 1' (P. kingianum 'Linyun 1') as an excellent new variety of P. kingianum. The Kyoto Encyclopedia of Genes and Genomes (KEGG) metabolic pathway analysis showed that in P. kingianum with the same age and different germplasms, the significantly enriched metabolic pathway was more active in biosynthesis in PWR. In the same germplasm of P. kingianum from different years, the metabolites involved in PRR were mainly the highest in one-year-old P. kingianum (PR-1) or three-year-old P. kingianum (PR-3), and the metabolites involved in PWR were mainly the highest in three-year-old P. kingianum 'Linyun 1' (PW-3). The above results showed that the three-year-old PWR had more advantages based on chemical substances. Therefore, this study provided a new theoretical reference for the development of P. kingianum products and the breeding of new varieties.
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Affiliation(s)
- Liangjun Xiao
- Yunnan Academy of Forestry and Grassland, Kunming 650201, China: (L.X.); (T.W.)
| | - Huimei Xu
- College of Pharmacy, Dali University, Dali 671000, China; (H.X.); (Q.X.); (R.W.); (L.W.)
| | - Tao Wu
- Yunnan Academy of Forestry and Grassland, Kunming 650201, China: (L.X.); (T.W.)
| | - Qiufeng Xie
- College of Pharmacy, Dali University, Dali 671000, China; (H.X.); (Q.X.); (R.W.); (L.W.)
| | - Rouyuan Wen
- College of Pharmacy, Dali University, Dali 671000, China; (H.X.); (Q.X.); (R.W.); (L.W.)
| | - Le Wang
- College of Pharmacy, Dali University, Dali 671000, China; (H.X.); (Q.X.); (R.W.); (L.W.)
| | - Baoshun Su
- Linyun Biotechnology Development Co., Ltd., Dali 671000, China
| | - Haizhu Zhang
- College of Pharmacy, Dali University, Dali 671000, China; (H.X.); (Q.X.); (R.W.); (L.W.)
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Peng J, Liu S, Wu X, Li S, Xie J, Wang Y, Yao Q, Wu F, Zhang D. Metabolomics combined with network pharmacology reveals the potential development value of Campanumoea javanica Bl. and its metabolite differences with Codonopsis Radix. BMC PLANT BIOLOGY 2024; 24:683. [PMID: 39020306 PMCID: PMC11256632 DOI: 10.1186/s12870-024-05401-0] [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: 02/05/2024] [Accepted: 07/09/2024] [Indexed: 07/19/2024]
Abstract
Campanumoea javanica Bl. (CJ) traditionally used in Southwestern China, is now widely consumed as a health food across the nation. Due to its similar efficacy to Codonopsis Radix (CR) and their shared botanical family, CJ is often used as a substitute for CR. According to the Chinese Pharmacopoeia, Codonopsis pilosula var. modesta (Nannf.) L.T. Shen (CPM), Codonopsis pilosula (Franch.) Nannf. (CP), and Codonopsis tangshen Oliv. (CT) are the primary sources of CR. However, details on the differences in composition, effectiveness, and compositional between CJ and CR are still limited. Besides, there is little evidence to support the application of CJ as a drug. In this study, we employed widely targeted metabolomics, network pharmacology analysis, and molecular docking to explore the disparities in metabolite profiles between CJ and CR and to predict the pharmacological mechanisms of the dominant differential metabolites of CJ and their potential medicinal applications. The widely targeted metabolomics results indicated that 1,076, 1,102, 1,102, and 1,093 compounds, most phenolic acids, lipids, amino acids, and flavonoids, were characterized in CJ, CPM, CP, and CT, respectively. There were an average of 1061 shared compounds in CJ and CRs, with 95.07% similarity in metabolic profiles. Most of the metabolites in CJ were previously unreported. Twelve of the seventeen dominant metabolites found in CJ were directly associated with treating cancer and lactation, similar to the traditional medicinal efficacy. The molecular docking results showed that the dominant metabolites of CJ had good docking activity with the core targets PIK3R1, PIK3CA, ESR1, HSP90AA1, EGFR, and AKT1. This study provides a scientific basis for understanding the similarities and differences between CJ and CR at the metabolome level, offering a theoretical foundation for developing innovative medications from CJ. Additionally, it significantly enhances the metabolite databases for both CJ and CR.
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Affiliation(s)
- Jie Peng
- Clinical Pharmacy, Affiliated Hospital of Zunyi Medical University, Zunyi, 563003, China
- School of Pharmacy, Zunyi Medical University, Zunyi, 563000, China
| | - Sha Liu
- School of Pharmacy, Zunyi Medical University, Zunyi, 563000, China
- Guizhou Medical and Health Industry Research Institute, Zunyi, 563000, China
| | - Xuanlin Wu
- School of Pharmacy, Zunyi Medical University, Zunyi, 563000, China
| | - Shuo Li
- College of Pharmacy, Gansu University of Chinese Medicine, Lanzhou, 730000, China
| | - Jian Xie
- School of Pharmacy, Zunyi Medical University, Zunyi, 563000, China
| | - Yong Wang
- Guizhou Medical and Health Industry Research Institute, Zunyi, 563000, China
| | - Qiuyang Yao
- School of Pharmacy, Zunyi Medical University, Zunyi, 563000, China
| | - Faming Wu
- Clinical Pharmacy, Affiliated Hospital of Zunyi Medical University, Zunyi, 563003, China.
- School of Pharmacy, Zunyi Medical University, Zunyi, 563000, China.
- State Key Laboratory of Functions and Applications of Medicinal Plants, Guizhou Medical University, Guiyang, 550000, China.
| | - Delin Zhang
- Clinical Pharmacy, Affiliated Hospital of Zunyi Medical University, Zunyi, 563003, China.
- School of Pharmacy, Zunyi Medical University, Zunyi, 563000, China.
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Fei S, Fu M, Kang J, Luo J, Wang Y, Jia J, Liu S, Li C. Enhancing bacterial cellulose production of Komagataeibacter nataicola through fermented coconut water by Saccharomyces cerevisiae: A metabonomics approach. Curr Res Food Sci 2024; 8:100761. [PMID: 38774267 PMCID: PMC11107218 DOI: 10.1016/j.crfs.2024.100761] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/11/2024] [Revised: 04/18/2024] [Accepted: 05/03/2024] [Indexed: 05/24/2024] Open
Abstract
Nata de coco, an edible bacterial cellulose (BC) product, is a traditional dessert fermented in coconut water. Production of Nata de coco by Komagataeibacter nataicola is enhanced by pre-fermented coconut water, but its instability is a challenge. Here, BC production by K. nataicola Y19 was significantly improved by Saccharomyces cerevisiae 84-3 through shaping the metabolite profile of the coconut water. Different fermentation time with S. cerevisiae 84-3 resulted in distinct metabolite profiles and different promoting effect on BC yield. Compared to unfermented coconut water, coconut water fermented by S. cerevisiae 84-3 for 1d and 7d enhanced BC yield by 14.1-fold and 5.63-fold, respectively. Analysis between unfermented coconut water and 1d-fermented coconut water showed 129 significantly different metabolites, including organic acids, amino acids, nucleotides, and their derivatives. Prolonged fermentation for 7d changed levels of 155 metabolites belongs to organic acids, amino acids, nucleotides and their derivatives. Spearman correlation analysis further revealed that 17 metabolites were positively correlated with BC yield and 21 metabolites were negatively correlated with BC yield. These metabolites may affect energy metabolism, cell signaling, membrane integrity, and BC production by K. nataicola Y19. The further verification experiment gave the view that BC yield was not only closely related to the types of metabolites but also the concentration of metabolites. This study provides a novel theoretical framework for a highly efficient BC fermentation system utilizing stable fermented coconut water mediums.
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Affiliation(s)
- Shuangwen Fei
- School of Food Science and Engineering, Hainan University, Haikou, 570228, China
| | - Meijuan Fu
- School of Food Science and Engineering, Hainan University, Haikou, 570228, China
| | - Jiamu Kang
- School of Food Science and Engineering, Hainan University, Haikou, 570228, China
| | - Jiaxi Luo
- School of Food Science and Engineering, Hainan University, Haikou, 570228, China
| | - Yanmei Wang
- School of Food Science and Engineering, Hainan University, Haikou, 570228, China
| | - Jia Jia
- School of Food Science and Engineering, Hainan University, Haikou, 570228, China
| | - Sixin Liu
- School of Food Science and Engineering, Hainan University, Haikou, 570228, China
- Key Laboratory of Food Nutrition and Functional Food of Hainan Province, Haikou, 570228, China
- Key Laboratory of Tropical Agricultural Products Processing Technology of Haikou, Haikou, 570228, China
| | - Congfa Li
- School of Food Science and Engineering, Hainan University, Haikou, 570228, China
- Key Laboratory of Food Nutrition and Functional Food of Hainan Province, Haikou, 570228, China
- Key Laboratory of Tropical Agricultural Products Processing Technology of Haikou, Haikou, 570228, China
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6
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Ran Z, Li Z, Xiao X, Yan C, An M, Chen J, Tang M. Extensive targeted metabolomics analysis reveals the identification of major metabolites, antioxidants, and disease-resistant active pharmaceutical components in Camellia tuberculata (Camellia L.) seeds. Sci Rep 2024; 14:8709. [PMID: 38622262 PMCID: PMC11018803 DOI: 10.1038/s41598-024-58725-0] [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: 10/19/2023] [Accepted: 04/02/2024] [Indexed: 04/17/2024] Open
Abstract
Sect. tuberculata plant belongs to the Camellia genus and is named for the "tuberculiform protuberance on the surface of the ovary and fruit". It is a species of great ornamental value and potential medicinal value. However, little has been reported on the metabolites of C. tuberculata seeds. Therefore, this study was conducted to investigate the metabolites of C. tuberculata seeds based on UPLC/ESI-Q TRAP-MS/MS with extensively targeted metabolomics. A total of 1611 metabolites were identified, including 107 alkaloids, 276 amino acids and derivatives, 283 flavonoids, 86 lignans and coumarins, 181 lipids, 68 nucleotides and derivatives, 101 organic acids, 190 phenolic acids, 10 quinones, 4 steroids, 17 tannins, 111 terpenoids, and 177 other metabolites. We compared the different metabolites in seeds between HKH, ZM, ZY, and LY. The 1311 identified different metabolites were classified into three categories. Sixty-three overlapping significant different metabolites were found, of which lignans and coumarins accounted for the largest proportion. The differentially accumulated metabolites were enriched in different metabolic pathways between HKH vs. LY, HKH vs. ZM, HKH vs. ZY, LY vs. ZY, ZM vs. LY and ZM vs. ZY, with the most abundant metabolic pathways being 4, 2, 4, 7, 7 and 5, respectively (p < 0.05). Moreover, among the top 20 metabolites in each subgroup comparison in terms of difference multiplicity 7, 8 and 13. ZM and ZY had the highest phenolic acid content. Ninety-six disease-resistant metabolites and 48 major traditional Chinese medicine agents were identified based on seven diseases. The results of this study will not only lead to a more comprehensive and in-depth understanding of the metabolic properties of C. tuberculata seeds, but also provide a scientific basis for the excavation and further development of its medicinal value.
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Affiliation(s)
- Zhaohui Ran
- College of Forestry, Guizhou University, Guiyang, China
| | - Zhi Li
- College of Forestry, Guizhou University, Guiyang, China.
- Biodiversity and Nature Conservation Research Center, Guizhou University, Guiyang, China.
| | - Xu Xiao
- College of Forestry, Guizhou University, Guiyang, China
| | - Chao Yan
- College of Forestry, Guizhou University, Guiyang, China
| | - Mingtai An
- College of Forestry, Guizhou University, Guiyang, China
- Biodiversity and Nature Conservation Research Center, Guizhou University, Guiyang, China
| | - Juyan Chen
- Guizhou Academy of Forestry Sciences, Guiyang, China
| | - Ming Tang
- College of Forestry, Jiangxi Agricultural University, Nanchang, China.
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7
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Yu X, Wang Y, Yan X, Leng T, Xie J, Yu Q, Chen Y. Metabolomics Combined with Correlation Analysis Revealed the Differences in Antioxidant Activities of Lotus Seeds with Varied Cultivars. Foods 2024; 13:1084. [PMID: 38611388 PMCID: PMC11011491 DOI: 10.3390/foods13071084] [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: 03/12/2024] [Revised: 03/26/2024] [Accepted: 03/27/2024] [Indexed: 04/14/2024] Open
Abstract
Functional foods have potential health benefits for humans. Lotus seeds (LS) as functional foods have excellent antioxidant activities. However, the differences in chemical composition of different LS cultivars may affect their antioxidant activities. This study comprehensively analyzed the differences among five LS cultivars based on metabolomics and further revealed the effects of metabolites on antioxidant activities by correlation analysis. A total of 125 metabolites were identified in LS using UPLC-Q/TOF-MS. Then, 15 metabolites were screened as differential metabolites of different LS cultivars by chemometrics. The antioxidant activities of LS were evaluated by DPPH•, FRAP, and ABTS•+ assays. The antioxidant activities varied among different LS cultivars, with the cultivar Taikong 66 showing the highest antioxidant activities. The correlation analysis among metabolites and antioxidant activities highlighted the important contribution of phenolics and alkaloids to the antioxidant activities of LS. Particularly, 11 metabolites such as p-coumaric acid showed significant positive correlation with antioxidant activities. Notably, 6 differential metabolites screened in different LS cultivars showed significant effects on antioxidant activities. These results revealed the important effects of phytochemicals on the antioxidant activities of different LS cultivars. This study provided evidence for the health benefits of different LS cultivars.
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Affiliation(s)
| | | | | | | | | | | | - Yi Chen
- State Key Laboratory of Food Science and Resources, Nanchang University, Nanchang 330047, China
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Zhou X, Obel HO, Liu S, Yang Y, Liu J, Zhuang Y. Comparative Analysis of Metabolic Variation in Eggplant Fruit of Different Varieties Reveals Metabolites Important for Quality Traits. Foods 2023; 12:4383. [PMID: 38137187 PMCID: PMC10742729 DOI: 10.3390/foods12244383] [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: 11/05/2023] [Revised: 12/02/2023] [Accepted: 12/04/2023] [Indexed: 12/24/2023] Open
Abstract
Eggplant is one of the most important vegetable crops worldwide and has been considered to have great antioxidant activity. However, little information is available about the primary metabolic composition of the nutritional values of eggplant. Using a widely targeted metabolome approach, the current study investigated primary metabolic variation in 13 eggplant varieties with different morphologies. A total of 503 primary metabolites (amino acids, lipids, nucleotides, organic acids, vitamin, saccharides, and alcohols) and 170 phenolic acids were detected, among which 211 metabolites were differently accumulated. Metabolic pathway analysis of the differential metabolites revealed the significant enrichment of phenylpropanoid biosynthesis, arginine biosynthesis, alpha-linolenic acid metabolism, and linoleic acid metabolism. The higher levels of amino acids and lipids were related to the umami, soft, and waxy taste of eggplant fruit. The present work substantially contributes to the knowledge of primary metabolite compositions regarding fruit-eating quality and provides useful information for the future breeding of eggplant.
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Affiliation(s)
- Xiaohui Zhou
- Institute of Vegetable Crops, Jiangsu Academy of Agricultural Sciences, Nanjing 210014, China; (X.Z.); (H.O.O.); (S.L.); (Y.Y.); (J.L.)
- Laboratory for Horticultural Crop Genetic Improvement, Nanjing 210014, China
| | - Hesbon Ochieng Obel
- Institute of Vegetable Crops, Jiangsu Academy of Agricultural Sciences, Nanjing 210014, China; (X.Z.); (H.O.O.); (S.L.); (Y.Y.); (J.L.)
- Laboratory for Horticultural Crop Genetic Improvement, Nanjing 210014, China
| | - Songyu Liu
- Institute of Vegetable Crops, Jiangsu Academy of Agricultural Sciences, Nanjing 210014, China; (X.Z.); (H.O.O.); (S.L.); (Y.Y.); (J.L.)
- Laboratory for Horticultural Crop Genetic Improvement, Nanjing 210014, China
| | - Yan Yang
- Institute of Vegetable Crops, Jiangsu Academy of Agricultural Sciences, Nanjing 210014, China; (X.Z.); (H.O.O.); (S.L.); (Y.Y.); (J.L.)
- Laboratory for Horticultural Crop Genetic Improvement, Nanjing 210014, China
| | - Jun Liu
- Institute of Vegetable Crops, Jiangsu Academy of Agricultural Sciences, Nanjing 210014, China; (X.Z.); (H.O.O.); (S.L.); (Y.Y.); (J.L.)
- Laboratory for Horticultural Crop Genetic Improvement, Nanjing 210014, China
| | - Yong Zhuang
- Institute of Vegetable Crops, Jiangsu Academy of Agricultural Sciences, Nanjing 210014, China; (X.Z.); (H.O.O.); (S.L.); (Y.Y.); (J.L.)
- Laboratory for Horticultural Crop Genetic Improvement, Nanjing 210014, China
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9
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Wei R, Qin X, Li Z. Comparison of the inedible parts of white and green asparagus based on metabolomics and network pharmacology. Food Funct 2023; 14:7478-7488. [PMID: 37497633 DOI: 10.1039/d3fo01797d] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 07/28/2023]
Abstract
Asparagus is a perennial herb and is widely used as food and medicine in China. In this study, untargeted metabolomics analysis was applied to compare the chemical differences between the edible and inedible parts of asparagus, as well as the inedible parts of white and green asparagus. A total of 342 compounds were identified in the asparagus extracts, and 24 steroid saponins, 31 oxylipins and 36 LysoGPLs were identified for the first time in asparagus. Metabolomics analysis showed that the inedible part of white asparagus is rich in steroidal saponins, oxylipins and alkaloids, while the inedible part of green asparagus is rich in flavonoids, phenolic acids, LysoGPLs and amino acids. The inedible part of white asparagus showed significantly higher inhibitory effects on breast cancer 4T-1 cells than that of green asparagus. Network pharmacology analysis and molecular docking showed that the biological difference is related to higher levels of steroidal saponins and oxylipins in the inedible part of white asparagus. This study is useful for the wasted resource utilization of inedible parts of asparagus.
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Affiliation(s)
- Rui Wei
- Modern Research Center for Traditional Chinese Medicine, the Key Laboratory of Chemical Biology and Molecular Engineering of Ministry of Education, Shanxi University, No. 92, Wucheng Road, Taiyuan 030006, Shanxi, P. R. China.
| | - Xuemei Qin
- Modern Research Center for Traditional Chinese Medicine, the Key Laboratory of Chemical Biology and Molecular Engineering of Ministry of Education, Shanxi University, No. 92, Wucheng Road, Taiyuan 030006, Shanxi, P. R. China.
| | - Zhenyu Li
- Modern Research Center for Traditional Chinese Medicine, the Key Laboratory of Chemical Biology and Molecular Engineering of Ministry of Education, Shanxi University, No. 92, Wucheng Road, Taiyuan 030006, Shanxi, P. R. China.
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10
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Xiong Q, Zhang J, Sun C, Wang R, Wei H, He H, Zhou D, Zhang H, Zhu J. Metabolomics revealed metabolite biomarkers of antioxidant properties and flavonoid metabolite accumulation in purple rice after grain filling. Food Chem X 2023; 18:100720. [PMID: 37397194 PMCID: PMC10314141 DOI: 10.1016/j.fochx.2023.100720] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/16/2023] [Revised: 05/18/2023] [Accepted: 05/19/2023] [Indexed: 07/04/2023] Open
Abstract
The correlation between flavonoids, phenolic metabolites and the total antioxidant capacity is well established. However, specific biomarkers of metabolites with antioxidant properties in purple rice grains remain unidentified. This study integrated nontargeted metabolomics, quantitative detection of flavonoids and phenolic compounds, and physiological and biochemical data to identify metabolite biomarkers of the antioxidant properties of purple rice grains after filling. The findings demonstrated a significant enhancement in the biosynthesis of flavonoids during the middle and late filling stages in purple rice grains. Additionally, the pathways involved in anthocyanin and flavonoid biosynthesis were significantly enriched. Catalase (CAT), phenylalanine ammonia-lyase (PAL), total phenols (TP), flavonoids (FD), and oligomeric proanthocyanidin (OPC) were significantly correlated with philorizin, myricetin 3-galactoside, and trilobatin. Phlorizin, myricetin 3-galactoside, and trilobatin were metabolite biomarkers of antioxidant properties in purple rice grains. This study provides new ideas for the cultivation of high-quality coloured rice varieties with high antioxidant activity.
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Affiliation(s)
- Qiangqiang Xiong
- Jiangsu Key Laboratory of Crop Genetics and Physiology/Jiangsu Key Laboratory of Crop Cultivation and Physiology, Agricultural College of Yangzhou University, Yangzhou 225009, China
- Jiangsu Co-Innovation Center for Modern Production Technology of Grain Crops, Yangzhou University, Yangzhou 225009, China
| | - Jiao Zhang
- Jiangsu Key Laboratory of Crop Genetics and Physiology/Jiangsu Key Laboratory of Crop Cultivation and Physiology, Agricultural College of Yangzhou University, Yangzhou 225009, China
| | - Changhui Sun
- Jiangsu Key Laboratory of Crop Genetics and Physiology/Jiangsu Key Laboratory of Crop Cultivation and Physiology, Agricultural College of Yangzhou University, Yangzhou 225009, China
| | - Runnan Wang
- Jiangsu Key Laboratory of Crop Genetics and Physiology/Jiangsu Key Laboratory of Crop Cultivation and Physiology, Agricultural College of Yangzhou University, Yangzhou 225009, China
| | - Haiyan Wei
- Jiangsu Key Laboratory of Crop Genetics and Physiology/Jiangsu Key Laboratory of Crop Cultivation and Physiology, Agricultural College of Yangzhou University, Yangzhou 225009, China
- Jiangsu Co-Innovation Center for Modern Production Technology of Grain Crops, Yangzhou University, Yangzhou 225009, China
| | - Haohua He
- Key Laboratory of Crop Physiology, Ecology and Genetic Breeding, Ministry of Education, College of Agronomy, Jiangxi Agricultural University, Nanchang 330045, China
| | - Dahu Zhou
- Key Laboratory of Crop Physiology, Ecology and Genetic Breeding, Ministry of Education, College of Agronomy, Jiangxi Agricultural University, Nanchang 330045, China
| | - Hongcheng Zhang
- Jiangsu Key Laboratory of Crop Genetics and Physiology/Jiangsu Key Laboratory of Crop Cultivation and Physiology, Agricultural College of Yangzhou University, Yangzhou 225009, China
- Jiangsu Co-Innovation Center for Modern Production Technology of Grain Crops, Yangzhou University, Yangzhou 225009, China
| | - Jinyan Zhu
- Jiangsu Key Laboratory of Crop Genetics and Physiology/Jiangsu Key Laboratory of Crop Cultivation and Physiology, Agricultural College of Yangzhou University, Yangzhou 225009, China
- Jiangsu Co-Innovation Center for Modern Production Technology of Grain Crops, Yangzhou University, Yangzhou 225009, China
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Wu Y, Zhao C, Zhao X, Yang L, Liu C, Jiang L, Liu G, Liu P, Luo L. Multi-omics-based identification of purple acid phosphatases and metabolites involved in phosphorus recycling in stylo root exudates. Int J Biol Macromol 2023; 241:124569. [PMID: 37100319 DOI: 10.1016/j.ijbiomac.2023.124569] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/22/2022] [Revised: 04/01/2023] [Accepted: 04/12/2023] [Indexed: 04/28/2023]
Abstract
Stylo (Stylosanthes guianensis) is a tropical forage and cover crop that possesses low phosphate (Pi) tolerance traits. However, the mechanisms underlying its tolerance to low-Pi stress, particularly the role of root exudates, remain unclear. This study employed an integrated approach using physiological, biochemical, multi-omics, and gene function analyses to investigate the role of stylo root exudates in response to low-Pi stress. Widely targeted metabolomic analysis revealed that eight organic acids and one amino acid (L-cysteine) were significantly increased in the root exudates of Pi-deficient seedlings, among which tartaric acid and L-cysteine had strong abilities to dissolve insoluble-P. Furthermore, flavonoid-targeted metabolomic analysis identified 18 flavonoids that were significantly increased in root exudates under low-Pi conditions, mainly belonging to the isoflavonoid and flavanone subclasses. Additionally, transcriptomic analysis revealed that 15 genes encoding purple acid phosphatases (PAPs) had upregulated expression in roots under low-Pi conditions. Among them, SgPAP10 was characterized as a root-secreted phosphatase, and overexpression of SgPAP10 enhanced organic-P utilization by transgenic Arabidopsis. Overall, these findings provide detailed information regarding the importance of stylo root exudates in adaptation to low-Pi stress, highlighting the plant's ability to release Pi from organic-P and insoluble-P sources through root-secreted organic acids, amino acids, flavonoids, and PAPs.
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Affiliation(s)
- Yuanhang Wu
- College of Tropical Crops, Hainan University, Haikou 570228, China; Tropical Crops Genetic Resources Institute, Chinese Academy of Tropical Agricultural Sciences, Haikou 571101, China; Sanya Nanfan Research Institute of Hainan University, Sanya 572025, China
| | - Cang Zhao
- College of Tropical Crops, Hainan University, Haikou 570228, China; Tropical Crops Genetic Resources Institute, Chinese Academy of Tropical Agricultural Sciences, Haikou 571101, China; Sanya Nanfan Research Institute of Hainan University, Sanya 572025, China
| | - Xingkun Zhao
- College of Tropical Crops, Hainan University, Haikou 570228, China; Sanya Nanfan Research Institute of Hainan University, Sanya 572025, China
| | - Liyun Yang
- College of Tropical Crops, Hainan University, Haikou 570228, China; Sanya Nanfan Research Institute of Hainan University, Sanya 572025, China
| | - Chun Liu
- College of Tropical Crops, Hainan University, Haikou 570228, China; Sanya Nanfan Research Institute of Hainan University, Sanya 572025, China
| | - Lingyan Jiang
- College of Tropical Crops, Hainan University, Haikou 570228, China; Sanya Nanfan Research Institute of Hainan University, Sanya 572025, China
| | - Guodao Liu
- Tropical Crops Genetic Resources Institute, Chinese Academy of Tropical Agricultural Sciences, Haikou 571101, China
| | - Pandao Liu
- Tropical Crops Genetic Resources Institute, Chinese Academy of Tropical Agricultural Sciences, Haikou 571101, China.
| | - Lijuan Luo
- College of Tropical Crops, Hainan University, Haikou 570228, China; Sanya Nanfan Research Institute of Hainan University, Sanya 572025, China.
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Identification of possible bioactive compounds and a comparative study on in vitro biological properties of whole hemp seed and stem. FOOD BIOSCI 2022. [DOI: 10.1016/j.fbio.2022.102329] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/24/2022]
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