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Lyu J, Jin N, Ma X, Yin X, Jin L, Wang S, Xiao X, Yu J. A Comprehensive Evaluation of Nutritional Quality and Antioxidant Capacity of Different Chinese Eggplant Varieties Based on Multivariate Statistical Analysis. Antioxidants (Basel) 2024; 14:10. [PMID: 39857344 PMCID: PMC11761265 DOI: 10.3390/antiox14010010] [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: 11/19/2024] [Revised: 12/16/2024] [Accepted: 12/23/2024] [Indexed: 01/27/2025] Open
Abstract
Free amino acids, polyphenols, and anthocyanins were quantified in 30 Chinese eggplant varieties. Moreover, antioxidant capacity characterizations including 2, 2'-azino-bis(3-ethylbenzothiazoline-6-sulfonic acid) (ABTS), ferric-reducing antioxidant power (FRAP), and 2,2-diphenyl-1-picrylhydrazyl (DPPH) were performed. The total amino acid content of the 30 eggplant varieties ranged from 15,267.19 to 26,827.4 mg kg-1 DW. The most abundant amino acids were glutamic acid, arginine, and aspartic acid. The coefficients of variation (CV) for the 20 amino acids ranged from 5.85 to 106.14%, of which 18 free amino acids had CVs > 20%. Total polyphenol and anthocyanin contents ranged from 17,097.41 to 39,474.98 µg g-1 DW and 5.28 to 978.32 µg g-1 DW, respectively. The variability of both polyphenol and anthocyanin components was >20%, with a range of 21.25-102.89%. Chlorogenic acid was the most abundant polyphenol. The total anthocyanin content of purple eggplant varieties was significantly higher than green varieties. Of the purple eggplant varieties, V28 ('E150725'), V30 ('1952'), and V16 ('Weichangqie101') had significantly higher total anthocyanins than the other eggplant varieties. DPPH, ABTS, and FRAP assays showed peaks at V3 ('Zhengqie924'). Pearson's correlation analysis revealed that polyphenols and anthocyanins were the main contributors to the antioxidant capacity of eggplants. A classification model with principal component analysis classified 30 Chinese eggplant varieties into two categories: high and low antioxidant capacities. The top five Chinese eggplant varieties ranked for amino acids, antioxidants, and antioxidant capacity were V29 ('Zhengqie903'), V24 ('Zhengqie78'), V1 ('1871'), V3 ('Zhengqie924'), and V28 ('E150725'). These findings provide theoretical basis for high-quality breeding and producer/consumer selection of eggplants.
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Affiliation(s)
- Jian Lyu
- College of Horticulture, Gansu Agricultural University, Lanzhou 730070, China; (J.L.); (N.J.); (X.M.); (X.X.)
- State Key Laboratory of Arid land Crop Science, Gansu Agricultural University, Lanzhou 730070, China; (L.J.); (S.W.)
| | - Ning Jin
- College of Horticulture, Gansu Agricultural University, Lanzhou 730070, China; (J.L.); (N.J.); (X.M.); (X.X.)
| | - Xianglan Ma
- College of Horticulture, Gansu Agricultural University, Lanzhou 730070, China; (J.L.); (N.J.); (X.M.); (X.X.)
| | - Xueyun Yin
- Jiuquan City Suzhou District Vegetable Technology Service Center, Jiuquan 735000, China;
| | - Li Jin
- State Key Laboratory of Arid land Crop Science, Gansu Agricultural University, Lanzhou 730070, China; (L.J.); (S.W.)
| | - Shuya Wang
- State Key Laboratory of Arid land Crop Science, Gansu Agricultural University, Lanzhou 730070, China; (L.J.); (S.W.)
| | - Xuemei Xiao
- College of Horticulture, Gansu Agricultural University, Lanzhou 730070, China; (J.L.); (N.J.); (X.M.); (X.X.)
| | - Jihua Yu
- College of Horticulture, Gansu Agricultural University, Lanzhou 730070, China; (J.L.); (N.J.); (X.M.); (X.X.)
- State Key Laboratory of Arid land Crop Science, Gansu Agricultural University, Lanzhou 730070, China; (L.J.); (S.W.)
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Bakhtiar Z, Hassandokht M, Naghavi MR, Rezadoost H, Mirjalili MH. Fatty acid and nutrient profiles, diosgenin and trigonelline contents, mineral composition, and antioxidant activity of the seed of some Iranian Trigonella L. species. BMC PLANT BIOLOGY 2024; 24:669. [PMID: 39004716 PMCID: PMC11247732 DOI: 10.1186/s12870-024-05341-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/08/2024] [Accepted: 06/25/2024] [Indexed: 07/16/2024]
Abstract
BACKGROUND Fenugreeks (Trigonella L. spp.), belonging to the legume family (Fabaceae), are well-known multipurpose crops that their materials are currently received much attention in the pharmaceutical and food industries for the production of healthy and functional foods all over the world. Iran is one of the main diversity origins of this valuable plant. Therefore, the aim of the present study was to explore vitamins, minerals, and fatty acids profile, proximate composition, content of diosgenin, trigonelline, phenolic acids, total carotenoids, saponins, phenols, flavonoids, and tannins, mucilage and bitterness value, and antioxidant activity of the seed of thirty populations belonging to the ten different Iranian Trigonella species. RESULTS We accordingly identified notable differences in the nutrient and bioactive compounds of each population. The highest content (mg/100 g DW) of ascorbic acid (18.67 ± 0.85‒22.48 ± 0.60) and α-tocopherol (31.61 ± 0.15‒38.78 ± 0.67) were found in the populations of T. filipes and T. coerulescens, respectively. Maximum content of catechin was found in the populations of T. teheranica (52.67 ± 0.05‒63.50 ± 0.72 mg/l). Linoleic acid (> 39.11% ± 0.61%) and linolenic acid (> 48.78 ± 0.39%) were the main polyunsaturated fatty acids, with the majority in the populations of T. stellata (54.81 ± 1.39‒63.46 ± 1.21%). The populations of T. stellata were also rich in trigonelline (4.95 ± 0.03‒7.66 ± 0.16 mg/g DW) and diosgenin (9.06 ± 0.06‒11.03 ± 0.17 mg/g DW). CONCLUSIONS The obtained data provides baseline information to expand the inventory of wild and cultivated Iranian Trigonella species for further exploitation of rich chemotypes in the new foods and specific applications.
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Affiliation(s)
- Ziba Bakhtiar
- Department of Horticultural Sciences, College of Agriculture and Natural Resources, University of Tehran, Karaj, Iran
| | - Mohammadreza Hassandokht
- Department of Horticultural Sciences, College of Agriculture and Natural Resources, University of Tehran, Karaj, Iran
| | - Mohammad Reza Naghavi
- Division of Biotechnology, Department of Agronomy and Plant Breeding, College of Agriculture and Natural Resources, University of Tehran, Karaj, Iran
| | - Hassan Rezadoost
- Department of Phytochemistry, Medicinal Plants and Drugs Research Institute of Shahid Beheshti University, Tehran, 1983969411, Iran
| | - Mohammad Hossein Mirjalili
- Department of Agriculture, Medicinal Plants and Drugs Research Institute, Shahid Beheshti University, Tehran, 1983969411, Iran.
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3
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Jin N, Zhang D, Jin L, Wang S, Yang X, Lei Y, Meng X, Xu Z, Sun J, Lyu J, Yu J. Controlling water deficiency as an abiotic stress factor to improve tomato nutritional and flavour quality. Food Chem X 2023; 19:100756. [PMID: 37780342 PMCID: PMC10534109 DOI: 10.1016/j.fochx.2023.100756] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/03/2023] [Revised: 06/12/2023] [Accepted: 06/14/2023] [Indexed: 10/03/2023] Open
Abstract
Water deficit (WD) irrigation techniques to improve water use efficiency have been rapidly developed. However, the effect of WD irrigation on tomato quality has not been sufficiently studied. Here, we investigated the effects of varying water irrigation levels [T1-T4: 80%, 65%, 55%, and 45% of maximum field moisture capacity (FMC)] and full irrigation (CK: 90% of maximum FMC) on tomato fruits from the mature-green to red-ripening stages, to compare the nutritional and flavour qualities of the resulting tomatoes. The proline, aspartic, malic, citric, and ascorbic acid contents increased, phenylalanine and glutamic acid contents decreased, and the total amino and organic acid contents increased by 18.91% and 26.12%, respectively, in T2-treated fruits. Furthermore, the T2-treated fruits exhibited higher K and P contents alongside improved characteristic aromas. These findings provide novel insights for further improvements in tomato quality while also developing water-saving irrigation techniques.
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Affiliation(s)
- Ning Jin
- College of Horticulture, Gansu Agricultural University, Lanzhou 730070, China
| | - Dan Zhang
- State Key Laboratory of Aridland Crop Science, Gansu Agricultural University, Lanzhou 730070, China
| | - Li Jin
- College of Horticulture, Gansu Agricultural University, Lanzhou 730070, China
| | - Shuya Wang
- State Key Laboratory of Aridland Crop Science, Gansu Agricultural University, Lanzhou 730070, China
| | - Xiting Yang
- College of Horticulture, Gansu Agricultural University, Lanzhou 730070, China
| | - Yongzhong Lei
- College of Horticulture, Gansu Agricultural University, Lanzhou 730070, China
| | - Xin Meng
- College of Horticulture, Gansu Agricultural University, Lanzhou 730070, China
| | - Zhiqi Xu
- College of Horticulture, Gansu Agricultural University, Lanzhou 730070, China
| | - Jianhong Sun
- College of Horticulture, Gansu Agricultural University, Lanzhou 730070, China
| | - Jian Lyu
- State Key Laboratory of Aridland Crop Science, Gansu Agricultural University, Lanzhou 730070, China
- College of Horticulture, Gansu Agricultural University, Lanzhou 730070, China
| | - Jihua Yu
- State Key Laboratory of Aridland Crop Science, Gansu Agricultural University, Lanzhou 730070, China
- College of Horticulture, Gansu Agricultural University, Lanzhou 730070, China
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Singh N, Sharma R, Dubey A, Awasthi O, Saha S, Bharadwaj C, Sharma V, Sevanthi AM, Kumar A, Deepak. Citrus improvement for enhancedmineral nutrients in fruit juice through interspecific hybridization. J Food Compost Anal 2023. [DOI: 10.1016/j.jfca.2023.105259] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/07/2023]
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Sharma P, Goudar G, Kumar A, Ananthan R, Subhash K, Chauhan A, Longvah T, Singh M, Bhardwaj R, Kumar Parida S, Kumar Singh A, Gayacharan, Chattopadhyay D. Assessment of diversity in anti-nutrient profile, resistant starch, minerals and carbohydrate components in different ricebean (Vigna umbellata) accessions. Food Chem 2022; 405:134835. [DOI: 10.1016/j.foodchem.2022.134835] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/21/2022] [Revised: 10/29/2022] [Accepted: 10/31/2022] [Indexed: 11/06/2022]
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Chaudhary R, Singh S, Kaur K, Tiwari S. Genome-wide identification and expression profiling of WUSCHEL-related homeobox ( WOX) genes confer their roles in somatic embryogenesis, growth and abiotic stresses in banana. 3 Biotech 2022; 12:321. [PMID: 36276441 PMCID: PMC9556689 DOI: 10.1007/s13205-022-03387-w] [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: 02/15/2022] [Accepted: 09/30/2022] [Indexed: 11/30/2022] Open
Abstract
Plant-specific WUSCHEL-related homeobox (WOX) transcription factors are known to be involved in plant developmental processes, especially in embryogenesis. In this study, a total of thirteen WOX members were identified in the banana (Musa acuminata) genome (MaWOX) and characterized for in-silico analysis. Phylogenetic analysis revealed that these genes were divided into three clades (ancient, intermediate and modern) which reflected the evolutionary history of WOX families. Furthermore, modern clade members have shown higher variations in gene structural features and carried unique conserved motifs (motif 3 and motif 4) when compared to the members of other clades. The differential expression of all 13 MaWOX was observed in early (embryogenic cell suspension (ECS), multiplying ECS, germinating embryos, young leaflet and node of germinated plantlets) and late (unripe fruit peel and pulp, ripe fruit peel and pulp) developmental stages of banana cultivar Grand Naine. The maximum expression of MaWOX6 (18 fold) and MaWOX13 (120 fold) was found during somatic embryogenesis and in unripe fruit pulp, respectively. Moreover, numerous cis-elements responsive to drought, cold, ethylene, methyl jasmonate (MeJA), abscisic acid (ABA) and gibberellic acid (GA) were observed in all MaWOX promoter regions. The subsequent expression analysis under various abiotic stresses (cold, drought and salt) revealed maximum expression of the MaWOX3 (830 fold), MaWOX8a (30 fold) and MaWOX11b (105 fold) in salt stress. It gives evidence about their possible role in salt stress tolerance in banana. Hence, the present study provides precise information on the MaWOX gene family and their expression in various tissues and stressful environmental conditions that may help to develop climate-resilient banana plants. Supplementary Information The online version contains supplementary material available at 10.1007/s13205-022-03387-w.
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Affiliation(s)
- Roni Chaudhary
- Plant Tissue Culture and Genetic Engineering Lab, National Agri-Food Biotechnology Institute (NABI), Department of Biotechnology, Ministry of Science and Technology (Government of India), Sector 81, Knowledge City, S.A.S. Nagar, Mohali, Punjab 140306 India
- Regional Centre for Biotechnology (RCB), Faridabad, Haryana 121001 India
| | - Surender Singh
- Plant Tissue Culture and Genetic Engineering Lab, National Agri-Food Biotechnology Institute (NABI), Department of Biotechnology, Ministry of Science and Technology (Government of India), Sector 81, Knowledge City, S.A.S. Nagar, Mohali, Punjab 140306 India
- Regional Centre for Biotechnology (RCB), Faridabad, Haryana 121001 India
| | - Karambir Kaur
- Plant Tissue Culture and Genetic Engineering Lab, National Agri-Food Biotechnology Institute (NABI), Department of Biotechnology, Ministry of Science and Technology (Government of India), Sector 81, Knowledge City, S.A.S. Nagar, Mohali, Punjab 140306 India
| | - Siddharth Tiwari
- Plant Tissue Culture and Genetic Engineering Lab, National Agri-Food Biotechnology Institute (NABI), Department of Biotechnology, Ministry of Science and Technology (Government of India), Sector 81, Knowledge City, S.A.S. Nagar, Mohali, Punjab 140306 India
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A Comprehensive Evaluation of Effects on Water-Level Deficits on Tomato Polyphenol Composition, Nutritional Quality and Antioxidant Capacity. Antioxidants (Basel) 2022; 11:antiox11081585. [PMID: 36009305 PMCID: PMC9405155 DOI: 10.3390/antiox11081585] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/26/2022] [Revised: 08/14/2022] [Accepted: 08/14/2022] [Indexed: 11/17/2022] Open
Abstract
Tomatoes have high nutritional value and abundant bioactive compounds. Moderate water deficit irrigation alters metabolic levels of fruits, improving composition and quality. We investigated the effects of water deficit (T1, T2, T3, and T4) treatments and adequate irrigation (CK) on tomato polyphenol composition, antioxidant capacity, and nutritional quality. Compared with CK, the total flavonoid content increased by 33.66% and 44.73% in T1 and T2, and total phenols increased by 57.64%, 72.22%, and 55.78% in T1, T2, and T3, respectively. The T2 treatment significantly enhanced antioxidant’ capacities (ABTS, HSRA, FRAP, and DPPH). There were multiple groups of significant or extremely significant positive correlations between polyphenol components and antioxidant activity. For polyphenols and antioxidant capacity, the classification models divided the treatments: CK and T4 and T1−T3. The contents of soluble solids, soluble protein, vitamin C, and soluble sugar of the treatment groups were higher than those of CK. The soluble sugar positively correlated with sugar−acid ratios. In the PCA-based model, T3 in the first quadrant indicated the best treatment in terms of nutritional quality. Overall, comprehensive rankings using principal component analysis (PCA) revealed T2 > T1 > T3 > T4 > CK. Therefore, the T2 treatment is a suitable for improving quality and antioxidant capacity. This study provides novel insights into improving water-use efficiency and quality in the context of water scarcity worldwide.
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8
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Kumar Paramasivam S, Subramaniyan P, Keran David A, Shuprajhaa T, Chinnathambi S, Rajendran R, Kandallu Jayaraman J, Balakrishnan P, Subbaraya U. Deciphering functional characteristics and in-vitro bio-active properties of banana central core stem powder. Food Chem 2022; 397:133828. [DOI: 10.1016/j.foodchem.2022.133828] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/13/2021] [Revised: 07/27/2022] [Accepted: 07/28/2022] [Indexed: 11/04/2022]
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9
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Keran DA, Kumar PS, Pushpavalli S, Uma S. In‐vitro
digestibility, textural and quality characteristics of ditalini pasta fortified with green banana flour and its type ‐IV modified starch. Int J Food Sci Technol 2022. [DOI: 10.1111/ijfs.15806] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/08/2023]
Affiliation(s)
- David Amelia Keran
- ICAR‐National Research Centre for Banana Tiruchirappalli Tamil Nadu India
| | | | | | - Subbaraya Uma
- ICAR‐National Research Centre for Banana Tiruchirappalli Tamil Nadu India
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10
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Maseko KH, Regnier T, Anyasi TA, Du Plessis B, Da Silva LS, Kutu FR, Wokadala OC. Discrimination of Musa banana genomic and sub-genomic groups based on multi-elemental fingerprints and chemometrics. J Food Compost Anal 2022. [DOI: 10.1016/j.jfca.2021.104334] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/19/2022]
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11
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Mathiazhagan M, Chidambara B, Hunashikatti LR, Ravishankar KV. Genomic Approaches for Improvement of Tropical Fruits: Fruit Quality, Shelf Life and Nutrient Content. Genes (Basel) 2021; 12:1881. [PMID: 34946829 PMCID: PMC8701245 DOI: 10.3390/genes12121881] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/14/2021] [Revised: 10/23/2021] [Accepted: 11/16/2021] [Indexed: 12/17/2022] Open
Abstract
The breeding of tropical fruit trees for improving fruit traits is complicated, due to the long juvenile phase, generation cycle, parthenocarpy, polyploidy, polyembryony, heterozygosity and biotic and abiotic factors, as well as a lack of good genomic resources. Many molecular techniques have recently evolved to assist and hasten conventional breeding efforts. Molecular markers linked to fruit development and fruit quality traits such as fruit shape, size, texture, aroma, peel and pulp colour were identified in tropical fruit crops, facilitating Marker-assisted breeding (MAB). An increase in the availability of genome sequences of tropical fruits further aided in the discovery of SNP variants/Indels, QTLs and genes that can ascertain the genetic determinants of fruit characters. Through multi-omics approaches such as genomics, transcriptomics, metabolomics and proteomics, the identification and quantification of transcripts, including non-coding RNAs, involved in sugar metabolism, fruit development and ripening, shelf life, and the biotic and abiotic stress that impacts fruit quality were made possible. Utilizing genomic assisted breeding methods such as genome wide association (GWAS), genomic selection (GS) and genetic modifications using CRISPR/Cas9 and transgenics has paved the way to studying gene function and developing cultivars with desirable fruit traits by overcoming long breeding cycles. Such comprehensive multi-omics approaches related to fruit characters in tropical fruits and their applications in breeding strategies and crop improvement are reviewed, discussed and presented here.
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Affiliation(s)
| | | | | | - Kundapura V. Ravishankar
- Division of Basic Sciences, ICAR Indian Institute of Horticultural Research, Hessaraghatta Lake Post, Bengaluru 560089, India; (M.M.); (B.C.); (L.R.H.)
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12
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Jin N, Jin L, Luo S, Tang Z, Liu Z, Wei S, Liu F, Zhao X, Yu J, Zhong Y. Comprehensive Evaluation of Amino Acids and Polyphenols in 69 Varieties of Green Cabbage ( Brassica oleracea L. var. capitata L.) Based on Multivariate Statistical Analysis. Molecules 2021; 26:molecules26175355. [PMID: 34500788 PMCID: PMC8434452 DOI: 10.3390/molecules26175355] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/11/2021] [Revised: 08/27/2021] [Accepted: 08/31/2021] [Indexed: 01/06/2023] Open
Abstract
The biological activities of the primary metabolites and secondary metabolites of 69 green cabbage varieties were tested. The LC-MS detection method was used to determine the content of 19 free amino acids (lysine, tryptophan, phenylalanine, methionine, threonine, isoleucine, leucine, valine, arginine, asparagine, glycine, proline, tyrosine, glutamine, alanine, aspartic acid, serine, and glutamate). The content of 10 polyphenols (chlorogenic acid, gallic acid, 4-coumaric acid, ferulic acid, gentisic acid, cymarin, erucic acid, benzoic acid, rutin, and kaempferol) was determined by the HPLC detection method. Considering the complexity of the data obtained, variance analysis, diversity analysis, correlation analysis, hierarchical cluster analysis (HCA), and principal component analysis (PCA) were used to process and correlate amino acid or polyphenol data, respectively. The results showed that there were significant differences between the different amino acids and polyphenols of the 69 cabbage varieties. The most abundant amino acids and polyphenols were Glu and rutin, respectively. Both amino acids and polyphenols had a high genetic diversity, and multiple groups of significant or extremely significant correlations. The 69 cabbage varieties were divided into two groups, according to 19 amino acid indexes, by PCA. Among them, seven varieties with high amino acid content all fell into the fourth quadrant. The HCA of amino acids also supports this view. Based on 10 polyphenols, the 69 cabbage varieties were divided into two groups by HCA. Based on 29 indexes of amino acids and polyphenols, 69 cabbage varieties were evaluated and ranked by PCA. Therefore, in this study, cabbage varieties were classified in accordance with the level of amino acids and polyphenols, which provided a theoretical basis for the genetic improvement of nutritional quality in cabbage.
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Affiliation(s)
- Ning Jin
- College of Horticulture, Gansu Agricultural University, Lanzhou 730070, China; (N.J.); (L.J.); (S.L.); (Z.T.); (Z.L.); (S.W.); (F.L.)
| | - Li Jin
- College of Horticulture, Gansu Agricultural University, Lanzhou 730070, China; (N.J.); (L.J.); (S.L.); (Z.T.); (Z.L.); (S.W.); (F.L.)
| | - Shilei Luo
- College of Horticulture, Gansu Agricultural University, Lanzhou 730070, China; (N.J.); (L.J.); (S.L.); (Z.T.); (Z.L.); (S.W.); (F.L.)
| | - Zhongqi Tang
- College of Horticulture, Gansu Agricultural University, Lanzhou 730070, China; (N.J.); (L.J.); (S.L.); (Z.T.); (Z.L.); (S.W.); (F.L.)
| | - Zeci Liu
- College of Horticulture, Gansu Agricultural University, Lanzhou 730070, China; (N.J.); (L.J.); (S.L.); (Z.T.); (Z.L.); (S.W.); (F.L.)
| | - Shouhui Wei
- College of Horticulture, Gansu Agricultural University, Lanzhou 730070, China; (N.J.); (L.J.); (S.L.); (Z.T.); (Z.L.); (S.W.); (F.L.)
| | - Fanhong Liu
- College of Horticulture, Gansu Agricultural University, Lanzhou 730070, China; (N.J.); (L.J.); (S.L.); (Z.T.); (Z.L.); (S.W.); (F.L.)
| | - Xiaoqiang Zhao
- Gansu Provincial Key Laboratory of Aridland Crop Science, Gansu Agricultural University, Lanzhou 730070, China;
| | - Jihua Yu
- College of Horticulture, Gansu Agricultural University, Lanzhou 730070, China; (N.J.); (L.J.); (S.L.); (Z.T.); (Z.L.); (S.W.); (F.L.)
- Gansu Provincial Key Laboratory of Aridland Crop Science, Gansu Agricultural University, Lanzhou 730070, China;
- Correspondence: (J.Y.); (Y.Z.)
| | - Yuan Zhong
- Gansu Provincial Key Laboratory of Aridland Crop Science, Gansu Agricultural University, Lanzhou 730070, China;
- Correspondence: (J.Y.); (Y.Z.)
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