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Li Y, Shahkoomahally S, Yang T, Chen P, Zhang M, Sun J. Metabolomics and Molecular Networking Approach for Exploring the Effect of Light Intensity and Quality on the Chemical Profile and Accumulation of Glucosinolates in Broccoli Microgreen. JOURNAL OF AGRICULTURAL AND FOOD CHEMISTRY 2025. [PMID: 39998436 DOI: 10.1021/acs.jafc.4c12826] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/26/2025]
Abstract
Light intensity is a crucial factor impacting the cost-efficiency of controlled environment agriculture (CEA). Broccoli microgreens were cultivated under different photosynthetic photon flux densities: 50, 100, and 150 μmol•m-2•s-1 with white light-emitting diodes (LEDs), and an additional far-red (FR) light supplement (20% of total photon flux density) at the 50 μmol•m-2•s-1 intensity. This study examines how low light intensity influences the chemical profile and glucosinolate accumulation in broccoli microgreens through both nontargeted and targeted metabolomics with molecular networking analysis. The analysis identified 28 glucosinolates and 23 phenolic compounds with targeted quantification of 12 glucosinolates. The results showed that FR light supplementation significantly increased the total glucosinolate content compared to white light-only treatments, while similar glucosinolate levels were found across the different white light intensities. These findings provide valuable insights for optimizing LED light intensity to enhance glucosinolate accumulation in broccoli microgreens, thus promoting more efficient energy use in CEA.
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Affiliation(s)
- Yanfang Li
- U.S. Department of Agriculture, Methods and Application of Food Composition Laboratory, Beltsville Human Nutrition Research Center, Agricultural Research Service, Beltsville, Maryland 20705, United States
- Department of Chemistry and Biochemistry, Ohio University, Athens, Ohio 45701, United States
| | - Shirin Shahkoomahally
- Department of Agriculture, Food Quality Laboratory, Beltsville Agricultural Research Center, Agricultural Research Service, Beltsville, Maryland 20705, United States
| | - Tianbao Yang
- Department of Agriculture, Food Quality Laboratory, Beltsville Agricultural Research Center, Agricultural Research Service, Beltsville, Maryland 20705, United States
| | - Pei Chen
- U.S. Department of Agriculture, Methods and Application of Food Composition Laboratory, Beltsville Human Nutrition Research Center, Agricultural Research Service, Beltsville, Maryland 20705, United States
| | - Mengliang Zhang
- Department of Chemistry and Biochemistry, Ohio University, Athens, Ohio 45701, United States
| | - Jianghao Sun
- U.S. Department of Agriculture, Methods and Application of Food Composition Laboratory, Beltsville Human Nutrition Research Center, Agricultural Research Service, Beltsville, Maryland 20705, United States
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Zhou A, Tang J, Li Y, Cheng W, Yao X, Escalona VH, Qian G, Ma J, Yu X, Li H, Huang Z, Tang Y, Zhang F, Chen Z, Sun B. Combination of light quality and melatonin regulates the quality in mustard sprouts. Food Chem X 2024; 23:101560. [PMID: 39007115 PMCID: PMC11239459 DOI: 10.1016/j.fochx.2024.101560] [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: 04/09/2024] [Revised: 06/12/2024] [Accepted: 06/12/2024] [Indexed: 07/16/2024] Open
Abstract
Mustard sprouts is a new form of vegetable product that is gaining attention due to its high content of health-promoting compounds such as glucosinolates. This study investigated the effects of different light qualities (white, red, and blue) alone and in combination with 100 μmol L-1 melatonin on the growth and health-promoting substance content of mustard sprouts. The results showed that white light + melatonin treatment promoted the accumulation of glucosinolates in sprouts (compared with white light increased by 47.89%). The edible fresh weight of sprouts treated with red light + melatonin was the highest, followed by white light + melatonin treatment. In addition, the sprouts treated with blue light + melatonin contained more ascorbic acid, flavonoids, and total phenolics. Therefore, the combined treatment of light quality (especially white light) and melatonin can provide a new strategy to improve the quality of mustard sprouts.
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Affiliation(s)
- Aolian Zhou
- College of Horticulture, Sichuan Agricultural University, Chengdu 611130, China
| | - Jiayi Tang
- College of Horticulture, Sichuan Agricultural University, Chengdu 611130, China
| | - Ying Li
- College of Horticulture, Sichuan Agricultural University, Chengdu 611130, China
| | - Wenjuan Cheng
- State Key Laboratory of Vegetable Biobreeding, Tianjin Academy of Agricultural Sciences, Tianjin 300192, China
| | - Xingwei Yao
- State Key Laboratory of Vegetable Biobreeding, Tianjin Academy of Agricultural Sciences, Tianjin 300192, China
| | - Victor Hugo Escalona
- Faculty of Agricultural Sciences, University of Chile, Santa Rosa 11315, Santiago 8820808, Metropolitan Region, Chile
| | - Guiping Qian
- Chengdu Jinniu District Center for Disease Control and Prevention, Chengdu 610037, China
| | - Jie Ma
- Bijie lnstitute of Agricultural Science, Bijie 551700, China
| | - Xuena Yu
- College of Horticulture, Sichuan Agricultural University, Chengdu 611130, China
| | - Huanxiu Li
- College of Horticulture, Sichuan Agricultural University, Chengdu 611130, China
| | - Zhi Huang
- College of Horticulture, Sichuan Agricultural University, Chengdu 611130, China
| | - Yi Tang
- College of Horticulture, Sichuan Agricultural University, Chengdu 611130, China
| | - Fen Zhang
- College of Horticulture, Sichuan Agricultural University, Chengdu 611130, China
| | - Zhifeng Chen
- College of Biology and Agriculture Technology, Zunyi Normal University, Zunyi 563000, China
| | - Bo Sun
- College of Horticulture, Sichuan Agricultural University, Chengdu 611130, China
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Nájera C, Ros M, Moreno DA, Hernández-Lara A, Pascual JA. Combined effect of an agro-industrial compost and light spectra composition on yield and phytochemical profile in mizuna and pak choi microgreens. Heliyon 2024; 10:e26390. [PMID: 38420396 PMCID: PMC10901005 DOI: 10.1016/j.heliyon.2024.e26390] [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: 12/20/2023] [Revised: 02/01/2024] [Accepted: 02/12/2024] [Indexed: 03/02/2024] Open
Abstract
This work aimed to evaluate the growth of two species of microgreens (mizuna and pak choi), using agro-industrial compost as growing media in two different mixes versus one hundred percent peat, under two different LED illumination spectra (LED 1 and LED 2) in a 14 h photoperiod. The experiment was carried-out for two times. Biomass yield, glucosinolates, and phenolic compounds, and nitrate (NO3-) content were analysed in leaf tissues. In both species, the highest fresh and dry biomass production was in compost:peat (50:50%) and LED 2 (Blue/Red/Far Red). In general, compost had a greater influence on nitrate content than light, but in the microgreen pak choi, the anthocyanin content was inhibited by the compost treatment. In the other hand both LED illumination had a positive effect on mizuna for glucosinolates and anthocyanins, and LED 2 also showed a positive effect on pak choi for anthocyanin. Therefore, the use of agri-food compost: peat (50:50%) with LED 2 (blue/red) lighting treatment to obtain microgreens in indoor crops is a plausible technology that provides nutritionally and phytochemically rich crops.
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Affiliation(s)
- Cinthia Nájera
- Department of Agronomy, University of Almeria, 04120 Almeria, Spain
- Department of Soil and Water Conservation and Organic Wastes Management, CEBAS-CSIC, Campus Universitario de Espinardo – 25, E-30100 Murcia, Spain
| | - Margarita Ros
- Department of Soil and Water Conservation and Organic Wastes Management, CEBAS-CSIC, Campus Universitario de Espinardo – 25, E-30100 Murcia, Spain
| | - Diego A. Moreno
- Phytochemistry and Healthy Food Lab (LabFAS), Food Science and Technology Department, CEBAS-CSIC, Campus Universitario de Espinardo – 25, E-30100 Murcia, Spain
| | - Alicia Hernández-Lara
- Department of Soil and Water Conservation and Organic Wastes Management, CEBAS-CSIC, Campus Universitario de Espinardo – 25, E-30100 Murcia, Spain
| | - José Antonio Pascual
- Department of Soil and Water Conservation and Organic Wastes Management, CEBAS-CSIC, Campus Universitario de Espinardo – 25, E-30100 Murcia, Spain
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Lyu X, Chen Y, Gao S, Cao W, Fan D, Duan Z, Xia Z. Metabolomic and transcriptomic analysis of cold plasma promoting biosynthesis of active substances in broccoli sprouts. PHYTOCHEMICAL ANALYSIS : PCA 2023; 34:925-937. [PMID: 37443417 DOI: 10.1002/pca.3256] [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: 03/16/2023] [Revised: 06/07/2023] [Accepted: 06/08/2023] [Indexed: 07/15/2023]
Abstract
INTRODUCTION Broccoli sprouts have great health and commercial value because they are rich in sulforaphane, a special bioactive compound that helps to prevent chronic diseases, such as cancer and cardiovascular disease. OBJECTIVE The aim of this study was to increase the levels of active substances in broccoli sprouts and understand their metabolic mechanisms. METHODOLOGY Metabolomics based on liquid chromatography-tandem mass spectrometry and transcriptome analysis were combined to analyse the enrichment of metabolites in broccoli sprouts treated with cold plasma. RESULTS After 2 min of cold plasma treatment, the contents of sulforaphane, glucosinolates, total phenols, and flavonoids, as well as myrosinase activity, were greatly improved. Transcriptomics revealed 7460 differentially expressed genes in the untreated and treated sprouts. Metabolomics detected 6739 differential metabolites, including most amino acids, their derivatives, and organic acids. Enrichment analyses of metabolomics and transcriptomics identified the 20 most significantly differentially expressed metabolic pathways. CONCLUSIONS Overall, cold plasma treatment can induce changes in the expression and regulation of certain metabolites and genes encoding active substances in broccoli sprouts.
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Affiliation(s)
- Xingang Lyu
- College of Food Science and Technology, Northwest University, Xi'an, China
| | - Yi Chen
- College of Food Science and Technology, Northwest University, Xi'an, China
| | - Shiwei Gao
- College of Food Science and Technology, Northwest University, Xi'an, China
| | - Wei Cao
- College of Food Science and Technology, Northwest University, Xi'an, China
| | - Daidi Fan
- Shaanxi Key Laboratory of Degradable Biomedical Materials, School of Chemical Engineering, Northwest University, Xi'an, Shaanxi, China
| | - Zhiguang Duan
- Shaanxi Key Laboratory of Degradable Biomedical Materials, School of Chemical Engineering, Northwest University, Xi'an, Shaanxi, China
| | - Zengrun Xia
- Ankang R&D Center for Se-enriched Products, Key Laboratory of Se-enriched Products Development and Quality Control, Ministry of Agriculture and Rural Affairs, Ankang, Shaanxi, China
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Li L, Ma P, Nirasawa S, Liu H. Formation, immunomodulatory activities, and enhancement of glucosinolates and sulforaphane in broccoli sprouts: a review for maximizing the health benefits to human. Crit Rev Food Sci Nutr 2023; 64:7118-7148. [PMID: 36847125 DOI: 10.1080/10408398.2023.2181311] [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] [Indexed: 03/01/2023]
Abstract
Broccoli sprouts have been considered as functional foods which have received increasing attention because they have been highly prized for glucosinolates, phenolics, and vitamins in particular glucosinolates. One of hydrolysates-sulforaphane from glucoraphanin is positively associated with the attenuation of inflammatory, which could reduce diabetes, cardiovascular and cancer risk. In recent decades, the great interest in natural bioactive components especially for sulforaphane promotes numerous researchers to investigate the methods to enhance glucoraphanin levels in broccoli sprouts and evaluate the immunomodulatory activities of sulforaphane. Therefore, glucosinolates profiles are different in broccoli sprouts varied with genotypes and inducers. Physicochemical, biological elicitors, and storage conditions were widely studied to promote the accumulation of glucosinolates and sulforaphane in broccoli sprouts. These inducers would stimulate the biosynthesis pathway gene expression and enzyme activities of glucosinolates and sulforaphane to increase the concentration in broccoli sprouts. The immunomodulatory activity of sulforaphane was summarized to be a new therapy for diseases with immune dysregulation. The perspective of this review served as a potential reference for customers and industries by application of broccoli sprouts as a functional food and clinical medicine.
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Affiliation(s)
- Lizhen Li
- College of Food Science and Nutritional Engineering, China Agricultural University, Beijing, China
| | - Peihua Ma
- Department of Nutrition and Food Science, College of Agriculture and Natural Resources, University of Maryland, College Park, MD, USA
| | - Satoru Nirasawa
- Biological Resources and Post-harvest Division, Japan International Research Center for Agricultural Science, Tsukuba, Ibaraki Japan
| | - Haijie Liu
- College of Food Science and Nutritional Engineering, China Agricultural University, Beijing, China
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Demir K, Sarıkamış G, Çakırer Seyrek G. Effect of LED lights on the growth, nutritional quality and glucosinolate content of broccoli, cabbage and radish microgreens. Food Chem 2023; 401:134088. [DOI: 10.1016/j.foodchem.2022.134088] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/24/2022] [Revised: 07/07/2022] [Accepted: 08/29/2022] [Indexed: 10/14/2022]
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Jiang H, Li Y, He R, Tan J, Liu K, Chen Y, Liu H. Effect of Supplemental UV-A Intensity on Growth and Quality of Kale under Red and Blue Light. Int J Mol Sci 2022; 23:ijms23126819. [PMID: 35743261 PMCID: PMC9223683 DOI: 10.3390/ijms23126819] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/11/2022] [Revised: 06/10/2022] [Accepted: 06/17/2022] [Indexed: 02/06/2023] Open
Abstract
Different intensities of UV-A (6, 12, 18 μmol·m-2s-1) were applied in a plant factory to evaluate the combined influences of supplemental UV-A and red and blue light (Red:Blue = 1:1 at PPFD of 250 μmol·m-2 s-1) on the biomass, antioxidant activity and phytochemical accumulation of kale. Supplemental UV-A treatments (T1: 6 μmol·m-2 s-1, T2: 12 μmol·m-2 s-1 and T3: 18 μmol·m-2 s-1) resulted in higher moisture content, higher pigment content, and greater leaf area of kale while T2 reached its highest point. T2 treatment positively enhanced the antioxidant capacity, increased the contents of soluble protein, soluble sugar and reduced the nitrate content. T1 treatment markedly increased the content of aliphatic glucosinolate (GSL), whereas T2 treatment highly increased the contents of indolic GSL and total GSL. Genes related to GSL biosynthesis were down-regulated in CK and T3 treatments, while a majority of them were greatly up-regulated by T1 and T2. Hence, supplemental 12 μmol·m-2 s-1 UV-A might be a promising strategy to enhance the growth and quality of kale in a plant factory.
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Application of metabolomics to decipher the role of bioactive compounds in plant and animal foods. Curr Opin Food Sci 2022. [DOI: 10.1016/j.cofs.2022.100851] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
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Wang T, Zhang D, Yang B, Su N, Cui J. Salicylic Acid Regulates Indole-3-Carbinol Biosynthesis Under Blue Light in Broccoli Sprouts ( Brassica oleracea L.). FRONTIERS IN PLANT SCIENCE 2022; 13:848454. [PMID: 35449891 PMCID: PMC9016176 DOI: 10.3389/fpls.2022.848454] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 01/04/2022] [Accepted: 03/14/2022] [Indexed: 06/14/2023]
Abstract
Indole-3-carbinol (I3C), an important secondary metabolite with strong anti-cancer ability, is widely found in cruciferous plants. Light and phytohormones are one of the most important external and internal signals, respectively, that control the growth, development, and secondary metabolism of the plant life cycle. However, there are few studies about the influence of the blue light and salicylic acid (SA) on the regulation of I3C accumulation. In this study, a negative correlation was found between the content of I3C and SA in different species. Among this, broccoli and Arabidopsis thaliana were chosen for further studies. We observed that blue light treatment increased the accumulation of I3C, and exogenous SA treatment significantly inhibited the accumulation of I3C in broccoli sprouts. Based on the RNA sequence, the Kyoto Encyclopedia of Genes and Genomes (KEGG) pathway analysis indicated that blue light promoted the enrichment of differentially expressed genes (DEGs) in plant hormone signal transduction pathways. More specifically, downregulated expression of genes related to SA biosynthesis and upregulated expression of I3C genes related to metabolic pathway were observed under blue light. Taken together, these results suggested that SA negatively regulates blue light-induced I3C accumulation in broccoli sprouts.
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Affiliation(s)
- Tao Wang
- College of Life Sciences, Nanjing Agricultural University, Nanjing, China
| | - Derui Zhang
- College of Life Sciences, Nanjing Agricultural University, Nanjing, China
| | - Boming Yang
- College of Agriculture, Nanjing Agricultural University, Nanjing, China
| | - Nana Su
- College of Life Sciences, Nanjing Agricultural University, Nanjing, China
| | - Jin Cui
- College of Life Sciences, Nanjing Agricultural University, Nanjing, China
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Zhuang L, Huang G, Li X, Xiao J, Guo L. Effect of different LED lights on aliphatic glucosinolates metabolism and biochemical characteristics in broccoli sprouts. Food Res Int 2022; 154:111015. [DOI: 10.1016/j.foodres.2022.111015] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/29/2021] [Revised: 02/11/2022] [Accepted: 02/12/2022] [Indexed: 12/22/2022]
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