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Tang Y, Yang Y, Luo F, Luo J, Hu J, Yu H, Li W, Gao J, Fu F. Identification of novel natural anti-browning agents based on phenotypic and metabolites differences in potato cultivars. Food Chem 2025; 463:141450. [PMID: 39362095 DOI: 10.1016/j.foodchem.2024.141450] [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: 01/03/2024] [Revised: 09/10/2024] [Accepted: 09/25/2024] [Indexed: 10/05/2024]
Abstract
This study aimed to elucidate the changes of browning-related metabolite in fresh-cut potato and to identify anti-browning agents. Metabolomics and weighted correlation network analysis (WGCNA) were used to identify metabolites and correlate them with potato browning traits. A total of 79 browning trait-positive-related metabolites and 19 browning trait-negative-related metabolites were obtained from four key modules via WGCNA. The accumulation of metabolites with rich reducing groups and acidic groups were found to enhance anti-browning activity in potatoes. Among these metabolites, only L-pyroglutamic acid (L-PA) and ascorbic acid had variable importance for the projection (VIP) values greater than 1.5. In addition, it was found that L-PA inhibited polyphenol oxidase (PPO) activity by lowering pH and interacting with amino acid residues of PPO. L-PA also inhibited the growth of microorganisms in fresh-cut potato. Our results show that L-AP is an effective novel anti-browning agent with antibacterial activity.
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Affiliation(s)
- Yueming Tang
- Maize Research Institute, Sichuan Agricultural University, Chengdu 611130, China; Institute of Agro-products Processing Science and Technology (Institute of Food Nutrition and Health), Sichuan Academy of Agricultural Sciences, Chengdu 610066, China.
| | - Yiwen Yang
- Institute of Agro-products Processing Science and Technology (Institute of Food Nutrition and Health), Sichuan Academy of Agricultural Sciences, Chengdu 610066, China
| | - Fangyao Luo
- Institute of Agro-products Processing Science and Technology (Institute of Food Nutrition and Health), Sichuan Academy of Agricultural Sciences, Chengdu 610066, China
| | - Jinghong Luo
- Institute of Agro-products Processing Science and Technology (Institute of Food Nutrition and Health), Sichuan Academy of Agricultural Sciences, Chengdu 610066, China
| | - Jianjun Hu
- Crop Research Institute, Sichuan Academy of Agricultural Sciences, Chengdu, 610066, China
| | - Haoqiang Yu
- Maize Research Institute, Sichuan Agricultural University, Chengdu 611130, China.
| | - Wanchen Li
- Maize Research Institute, Sichuan Agricultural University, Chengdu 611130, China.
| | - Jia Gao
- Institute of Agro-products Processing Science and Technology (Institute of Food Nutrition and Health), Sichuan Academy of Agricultural Sciences, Chengdu 610066, China.
| | - Fengling Fu
- Maize Research Institute, Sichuan Agricultural University, Chengdu 611130, China.
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2
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Chen L, Chen B, Chu L, Chen L, Xie L, Deng Y, Jiang Y. The storage quality and transcriptome analysis of fresh-cut taro by L-ascorbic acid combined with ultrasonic treatment. ULTRASONICS SONOCHEMISTRY 2025; 112:107178. [PMID: 39616720 PMCID: PMC11650271 DOI: 10.1016/j.ultsonch.2024.107178] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 09/10/2024] [Revised: 10/30/2024] [Accepted: 11/25/2024] [Indexed: 01/13/2025]
Abstract
Fresh-cut taro, renowned for its high nutritional value and convenience, is prone to rapid browning post-cutting, which hinders its storage life. This study focused on the effects of L-ascorbic acid (AA) combined with ultrasound (US) treatment (AS) on the storage quality and transcriptome analysis of fresh-cut slices of Yongding June Red Taro. Compared to the control (CK) group, AS treatment effectively reduced the weight loss rate of taro slices, maintained higher hardness, delayed the increase of browning, and inhibited the accumulation of O2- and H2O2. Furthermore, the AS group showed increased glutathione levels and maintained higher activities of ascorbate peroxidase and glutathione reductase, yet decreased the contents of flavonoids and reducing sugars. Simultaneously, in the AS group, the activities of tyrosinase and lipoxygenase were lowered, thereby preserving the high sensory quality of fresh-cut taro slices. Transcriptome analysis revealed that differentially expressed genes (DEGs) between the AS and CK groups were annotated and categorized into 50 and 20 functional groups based on the Gene Ontology (GO) and Kyoto Encyclopedia of Genes and Genomes (KEGG) databases, respectively. Notably, both groups exhibited significant enrichment in processes related to photosynthesis, protein processing in the endoplasmic reticulum, and isoflavone biosynthesis. Therefore, we concluded that AS treatment could alleviate oxidative stress and maintain storage quality by regulating metabolic pathways. These findings provide insights into the physiological changes occurring in taro immediately after cutting and serve as an essential basis for developing effective storage and preservation techniques.
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Affiliation(s)
- Lin Chen
- College of Food Science, Fujian Agriculture and Forestry University, Fuzhou 350002, China
| | - Bingzhi Chen
- College of Food Science, Fujian Agriculture and Forestry University, Fuzhou 350002, China; Mycological Research Center, Fujian Agriculture and Forestry University, Fuzhou 350002, China
| | - Lulu Chu
- College of Food Science, Fujian Agriculture and Forestry University, Fuzhou 350002, China
| | - Lili Chen
- College of Food Science, Fujian Agriculture and Forestry University, Fuzhou 350002, China
| | - Luyu Xie
- Institute of Dataspace, Hefei Comprehensive National Science Center, Hefei 230000, China.
| | - Youjin Deng
- Mycological Research Center, Fujian Agriculture and Forestry University, Fuzhou 350002, China; College of Life Science, Fujian Agriculture and Forestry University, Fuzhou 350002, China.
| | - Yuji Jiang
- College of Food Science, Fujian Agriculture and Forestry University, Fuzhou 350002, China; Mycological Research Center, Fujian Agriculture and Forestry University, Fuzhou 350002, China.
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3
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Lu K, Wu X, Yuan R, Yi Y, Wang L, Ai Y, Wang H, Min T. Mechanism of exogenous methyl jasmonate in regulating the quality of fresh-cut Chinese water chestnuts. FRONTIERS IN PLANT SCIENCE 2024; 15:1435066. [PMID: 39220004 PMCID: PMC11362587 DOI: 10.3389/fpls.2024.1435066] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 05/19/2024] [Accepted: 07/30/2024] [Indexed: 09/04/2024]
Abstract
Fresh-cut Chinese water chestnuts (CWCs) are susceptible to yellowing and browning during storage due to mechanical damage and the loss of protective outer skin, adversely affecting their marketability and shelf life. Methyl jasmonate (MeJA) is currently extensively used for food preservation, but it has not been used in Chinese water chestnuts. This study investigated the effect of MeJA treatment on the quality of fresh-cut CWCs. Fresh-cut CWCs immersed in 20 μM MeJA solution for 10 min and stored at 10°C for 5 d effectively delayed the yellowing process, reduced the respiration rate, and minimized the weight and soluble solids loss during storage. In addition, MeJA treatment induced the activities of superoxide dismutase (SOD) and catalase (CAT), which improved the antioxidant capacity of fresh-cut CWCs and inhibited the generation of reactive oxygen species (ROS). Meanwhile, MeJA treatment inhibited the activities of phenylalanine aminotransferase (PAL), polyphenol oxidase (PPO) and peroxidase (POD). The results of quantitative real-time PCR (qRT-PCR) showed that MeJA down-regulated the expression of CwCHS1, CwCHS2, CwCHS3 and CwCHI2 in freshly cut CWCs and inhibited the accumulation of flavonoids, thus delaying the surface discoloration of freshly cut CWCs.
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Affiliation(s)
- Keyan Lu
- College of Food Science and Engineering, Wuhan Polytechnic University, Wuhan, China
| | - Xinping Wu
- College of Food Science and Engineering, Wuhan Polytechnic University, Wuhan, China
| | - Ruimin Yuan
- College of Food Science and Engineering, Wuhan Polytechnic University, Wuhan, China
| | - Yang Yi
- College of Food Science and Engineering, Wuhan Polytechnic University, Wuhan, China
- Hubei Key Laboratory for Processing and Transformation of Agricultural Products (Wuhan Polytechnic University), Wuhan, China
| | - Limei Wang
- School Biology and Pharmaceutical Engineering, Wuhan Polytechnic University, Wuhan, China
| | - Youwei Ai
- College of Food Science and Engineering, Wuhan Polytechnic University, Wuhan, China
| | - Hongxun Wang
- Hubei Key Laboratory for Processing and Transformation of Agricultural Products (Wuhan Polytechnic University), Wuhan, China
- School Biology and Pharmaceutical Engineering, Wuhan Polytechnic University, Wuhan, China
| | - Ting Min
- College of Food Science and Engineering, Wuhan Polytechnic University, Wuhan, China
- Hubei Key Laboratory for Processing and Transformation of Agricultural Products (Wuhan Polytechnic University), Wuhan, China
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4
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Li Y, Brown SE, Li Y, Cheng Q, Wu H, Wei S, Li X, Lin C, Liu Z, Mao Z. Profiles of phenolics and their synthetic pathways in Asparagus officinalis L. FOOD CHEMISTRY. MOLECULAR SCIENCES 2024; 8:100187. [PMID: 38186632 PMCID: PMC10767369 DOI: 10.1016/j.fochms.2023.100187] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 10/08/2023] [Revised: 11/30/2023] [Accepted: 12/09/2023] [Indexed: 01/09/2024]
Abstract
The synthetic pathways of some phenolics compounds in asparagus have been reported, however, the diversified phenolics compounds including their modification and transcription regulation remains unknown. Thus, multi-omics strategies were applied to detect the phenolics profiles, contents, and screen the key genes for phenolics biosynthesis and regulation in asparagus. A total of 437 compounds, among which 204 phenolics including 105 flavonoids and 82 phenolic acids were detected with fluctuated concentrations in roots (Rs), spears (Ss) and flowering twigs (Fs) of the both green and purple cultivars. Based on the detected phenolics profiles and contents correlated to the gene expressions of screened synthetic enzymes and regulatory TFs, a full phenolics synthetic pathway of asparagus was proposed for the first time, essential for future breeding of asparagus and scaled healthy phenolics production using synthetic biological strategies.
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Affiliation(s)
- Yuping Li
- College of Agronomy and Biotechnology, Yunnan Agricultural University (YNAU), Kunming, Yunnan 650201, China
| | - Sylvia E. Brown
- College of Agronomy and Biotechnology, Yunnan Agricultural University (YNAU), Kunming, Yunnan 650201, China
| | - Yunbin Li
- College of Agronomy and Biotechnology, Yunnan Agricultural University (YNAU), Kunming, Yunnan 650201, China
| | - Qin Cheng
- College of Agronomy and Biotechnology, Yunnan Agricultural University (YNAU), Kunming, Yunnan 650201, China
| | - He Wu
- College of Agronomy and Biotechnology, Yunnan Agricultural University (YNAU), Kunming, Yunnan 650201, China
| | - Shugu Wei
- Industrial Crop Research Institute, Sichuan Academy of Agricultural Sciences, Chengdu, Sichuan 610023, China
| | - Xingyu Li
- Institute of Improvement and Utilization of Characteristic Resource Plants, YNAU, Kunming, China
- The Laboratory for Crop Production and Intelligent Agriculture of Yunnan Province, Kunming, China
| | - Chun Lin
- College of Agronomy and Biotechnology, Yunnan Agricultural University (YNAU), Kunming, Yunnan 650201, China
- Institute of Improvement and Utilization of Characteristic Resource Plants, YNAU, Kunming, China
| | - Zhengjie Liu
- College of Agronomy and Biotechnology, Yunnan Agricultural University (YNAU), Kunming, Yunnan 650201, China
- Institute of Improvement and Utilization of Characteristic Resource Plants, YNAU, Kunming, China
| | - Zichao Mao
- College of Agronomy and Biotechnology, Yunnan Agricultural University (YNAU), Kunming, Yunnan 650201, China
- Institute of Improvement and Utilization of Characteristic Resource Plants, YNAU, Kunming, China
- The Laboratory for Crop Production and Intelligent Agriculture of Yunnan Province, Kunming, China
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5
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Zhang W, Xu Y, Jing L, Jiang B, Wang Q, Wang Y. Preliminary Study on the Formation Mechanism of Malformed Sweet Cherry ( Prunus avium L.) Fruits in Southern China Using Transcriptome and Metabolome Data. Int J Mol Sci 2023; 25:153. [PMID: 38203324 PMCID: PMC10779264 DOI: 10.3390/ijms25010153] [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: 11/04/2023] [Revised: 12/13/2023] [Accepted: 12/18/2023] [Indexed: 01/12/2024] Open
Abstract
Gibberellin (GA) is an important plant hormone that is involved in various physiological processes during plant development. Sweet cherries planted in southern China have always encountered difficulty in bearing fruit. In recent years, gibberellin has successfully solved this problem, but there has also been an increase in malformed fruits. This study mainly explores the mechanism of malformed fruit formation in sweet cherries. By analyzing the synthesis pathway of gibberellin using metabolomics and transcriptomics, the relationship between gibberellin and the formation mechanism of deformed fruit was preliminarily determined. The results showed that the content of GA3 in malformed fruits was significantly higher than in normal fruits. The differentially expressed genes in the Kyoto Encyclopedia of Genes and Genomes (KEGG) pathway were mainly enriched in pathways such as "plant hormone signal transduction", "diterpenoid biosynthesis", and "carotenoid biosynthesis". Using Quantitative Real-Time Reverse Transcription PCR (qRT-PCR) analysis, the gibberellin hydrolase gene GA2ox and gibberellin synthase genes GA20ox and GA3ox were found to be significantly up-regulated. Therefore, we speculate that the formation of malformed fruits in sweet cherries may be related to the accumulation of GA3. This lays the foundation for further research on the mechanism of malformed sweet cherry fruits.
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Affiliation(s)
- Wangshu Zhang
- Ningbo Innovation Center, Zhejiang University, Ningbo 315000, China; (Y.X.); (B.J.); (Q.W.); (Y.W.)
- National & Local Joint Engineering Laboratory of Intelligent Food Technology and Equipment, College of Biosystems Engineering and Food Science, Zhejiang University, Hangzhou 310058, China
| | - Yue Xu
- Ningbo Innovation Center, Zhejiang University, Ningbo 315000, China; (Y.X.); (B.J.); (Q.W.); (Y.W.)
| | - Luyang Jing
- Ningbo Innovation Center, Zhejiang University, Ningbo 315000, China; (Y.X.); (B.J.); (Q.W.); (Y.W.)
| | - Baoxin Jiang
- Ningbo Innovation Center, Zhejiang University, Ningbo 315000, China; (Y.X.); (B.J.); (Q.W.); (Y.W.)
| | - Qinghao Wang
- Ningbo Innovation Center, Zhejiang University, Ningbo 315000, China; (Y.X.); (B.J.); (Q.W.); (Y.W.)
| | - Yuxi Wang
- Ningbo Innovation Center, Zhejiang University, Ningbo 315000, China; (Y.X.); (B.J.); (Q.W.); (Y.W.)
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6
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Wang X, Zhang X, Jia P, Luan H, Qi G, Li H, Guo S. Transcriptomics and metabolomics provide insight into the anti-browning mechanism of selenium in freshly cut apples. FRONTIERS IN PLANT SCIENCE 2023; 14:1176936. [PMID: 37223812 PMCID: PMC10200898 DOI: 10.3389/fpls.2023.1176936] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 03/01/2023] [Accepted: 04/07/2023] [Indexed: 05/25/2023]
Abstract
Enzymatic browning has a considerable negative impact on the acceptability and marketability of freshly cut apples. However, the molecular mechanism by which selenium (Se) positively affects freshly cut apples in this regard is not yet clear. In this study, 0.75 kg/plant of Se-enriched organic fertilizer was applied to "Fuji" apple trees during the young fruit stage (M5, May 25), the early fruit enlargement stage (M6, June 25), and the fruit enlargement stage (M7, July 25), respectively. The same amount of Se-free organic fertilizer was applied as a control. Herein, the regulatory mechanism by which exogenous Se exerts its anti-browning effect in freshly cut apples was investigated. The results showed that the M7 treatment applied in Se-reinforced apples could remarkably inhibit their browning at 1 h after being freshly cut. Additionally, the expression of polyphenol oxidase (PPO) and peroxidase (POD) genes treated with exogenous Se was significantly reduced compared to controls. Moreover, the lipoxygenase (LOX) and phospholipase D (PLD) genes, which are involved in membrane lipid oxidation, were expressed at higher levels in the control. The gene expression levels of the antioxidant enzymes catalase (CAT), superoxide dismutase (SOD), glutathione S-transferase (GST), and ascorbate peroxidase (APX) were upregulated in the different exogenous Se treatment groups. Similarly, the main metabolites measured during the browning process were phenols and lipids; thus, it could be speculated that the mechanism by which exogenous Se produces its anti-browning effect may be by reducing phenolase activity, improving the antioxidant capacity of the fruits, and alleviating membrane lipid peroxidation. In summary, this study provides evidence regarding and insight into the response mechanism employed by exogenous Se to inhibit browning in freshly cut apples.
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7
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Nontarget Metabolites of Rhizomes of Edible Sacred Lotus Provide New Insights into Rhizome Browning. J FOOD QUALITY 2022. [DOI: 10.1155/2022/3943052] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022] Open
Abstract
The “edible rhizome” variant of Nelumbo nucifera with various cultivars has a long history of use as a food in East Asia. In this study, 48 target metabolites were untargeted and identified in 212 rhizome cultivars (tropical and temperate types) using ultraperformance liquid chromatography-electrospray ionization quadrupole time-of-flight high-resolution mass spectrometry; among these, 32 compounds were newly reported in the rhizome. Combined with the browning phenotype of 212 lotus rhizomes, (epi) catechin, norarmepavine, and N-feruloyl-3-methoxytyramine were used as predominant chemical markers to separate different degrees of lotus rhizome browning. p-Coumaroyltyramine and N-trans-feruloyltyramine were selected as predominant chemical markers to investigate the differential expression between tropical and temperate lotus using principal component analysis and orthogonal partial least squares discriminant analysis. Shared and unique structure plots were used to compare the outcomes of the ecotype and browning OPLS model, showing that variation in tropical lotus rhizome browning is not obvious; this will be of great importance for genetic improvement by providing a hereditary basis.
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Liu X, Xiao K, Zhang A, Zhu W, Zhang H, Tan F, Huang Q, Wu X, Zha D. Metabolomic Analysis, Combined with Enzymatic and Transcriptome Assays, to Reveal the Browning Resistance Mechanism of Fresh-Cut Eggplant. Foods 2022; 11:foods11081174. [PMID: 35454761 PMCID: PMC9031582 DOI: 10.3390/foods11081174] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/22/2022] [Revised: 04/09/2022] [Accepted: 04/12/2022] [Indexed: 11/16/2022] Open
Abstract
Browning has been the primary limitation in eggplant processing. This study investigates the molecular mechanism underlying fresh-cut eggplant fruit browning by observing the physicochemical characteristics of browning-resistant (‘F’) and browning-sensitive (‘36′) eggplant cultivars. Browning-related enzyme activity and gene expression (PPO, LOX, and PLD) were significantly higher in the ‘36′ eggplant, thereby enhancing the degree of browning, compared to the ‘F’ eggplant. The MDA content and O2− production rate progressively increased as browning increased, while the antioxidant capacity of the fruit decreased. The cutting injury significantly activated the expression of PAL, thereby inducing the accumulation of phenolic acids, while the PPO gene was significantly upregulated, which activated the activity of polyphenol oxidase. Our results showed that the oxidation of chlorogenic acids to chlorogenic quinones resulted in the occurrence of browning, which suggests chlorogenic acid as the main browning substrate in fresh-cut eggplant.
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Affiliation(s)
- Xiaohui Liu
- Shanghai Key Laboratory of Protected Horticultural Technology, Horticultural Research Institute, Shanghai Academy of Agricultural Sciences, Shanghai 201403, China; (X.L.); (K.X.); (A.Z.); (W.Z.); (H.Z.); (F.T.); (Q.H.); (D.Z.)
- College of Food Science, Shanghai Ocean University, Shanghai 201306, China
| | - Kai Xiao
- Shanghai Key Laboratory of Protected Horticultural Technology, Horticultural Research Institute, Shanghai Academy of Agricultural Sciences, Shanghai 201403, China; (X.L.); (K.X.); (A.Z.); (W.Z.); (H.Z.); (F.T.); (Q.H.); (D.Z.)
| | - Aidong Zhang
- Shanghai Key Laboratory of Protected Horticultural Technology, Horticultural Research Institute, Shanghai Academy of Agricultural Sciences, Shanghai 201403, China; (X.L.); (K.X.); (A.Z.); (W.Z.); (H.Z.); (F.T.); (Q.H.); (D.Z.)
| | - Weimin Zhu
- Shanghai Key Laboratory of Protected Horticultural Technology, Horticultural Research Institute, Shanghai Academy of Agricultural Sciences, Shanghai 201403, China; (X.L.); (K.X.); (A.Z.); (W.Z.); (H.Z.); (F.T.); (Q.H.); (D.Z.)
| | - Hui Zhang
- Shanghai Key Laboratory of Protected Horticultural Technology, Horticultural Research Institute, Shanghai Academy of Agricultural Sciences, Shanghai 201403, China; (X.L.); (K.X.); (A.Z.); (W.Z.); (H.Z.); (F.T.); (Q.H.); (D.Z.)
| | - Feng Tan
- Shanghai Key Laboratory of Protected Horticultural Technology, Horticultural Research Institute, Shanghai Academy of Agricultural Sciences, Shanghai 201403, China; (X.L.); (K.X.); (A.Z.); (W.Z.); (H.Z.); (F.T.); (Q.H.); (D.Z.)
| | - Qianru Huang
- Shanghai Key Laboratory of Protected Horticultural Technology, Horticultural Research Institute, Shanghai Academy of Agricultural Sciences, Shanghai 201403, China; (X.L.); (K.X.); (A.Z.); (W.Z.); (H.Z.); (F.T.); (Q.H.); (D.Z.)
| | - Xuexia Wu
- Shanghai Key Laboratory of Protected Horticultural Technology, Horticultural Research Institute, Shanghai Academy of Agricultural Sciences, Shanghai 201403, China; (X.L.); (K.X.); (A.Z.); (W.Z.); (H.Z.); (F.T.); (Q.H.); (D.Z.)
- Correspondence: ; Tel.: +86-21-37195817
| | - Dingshi Zha
- Shanghai Key Laboratory of Protected Horticultural Technology, Horticultural Research Institute, Shanghai Academy of Agricultural Sciences, Shanghai 201403, China; (X.L.); (K.X.); (A.Z.); (W.Z.); (H.Z.); (F.T.); (Q.H.); (D.Z.)
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9
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Liu X, Zhang A, Zhao J, Shang J, Zhu Z, Wu X, Zha D. Transcriptome profiling reveals potential genes involved in browning of fresh-cut eggplant (Solanum melongena L.). Sci Rep 2021; 11:16081. [PMID: 34373468 PMCID: PMC8352891 DOI: 10.1038/s41598-021-94831-z] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/15/2021] [Accepted: 07/16/2021] [Indexed: 11/25/2022] Open
Abstract
Fresh-cut processing promotes enzymatic browning of fresh fruits and vegetables, which negatively affects the product appearance and impacts their nutrition. We used RNA-sequencing to analyze the transcriptomic changes occurring during the browning of fresh-cut eggplant fruit samples from both browning-sensitive and browning-resistant cultivars to investigate the molecular mechanisms involved in browning. A total of 8347 differentially expressed genes were identified, of which 62 genes were from six gene families (i.e., PPO, PAL, POD, CAT, APX, and GST) potentially associated with enzymatic browning. Furthermore, using qRT-PCR, we verified 231 differentially regulated transcription factors in fresh-cut eggplant fruits. The enzyme activities of PPO, POD, PAL, and CAT in '36' were significantly higher than those of 'F' fresh-cut for 15 min. Both PPO and POD play a major role in the browning of eggplant pulp and might therefore act synergistically in the browning process. Meanwhile, qPCR results of 18 browning related genes randomly screened in 15 eggplant materials with different browning tolerance showed variant-specific expression of genes. Lastly, gene regulatory networks were constructed to identify the browning-related genes. This work provides a basis for future molecular studies of eggplants, and lays a theoretical foundation for the development of browning-resistant fresh-cut fruits and vegetables.
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Affiliation(s)
- Xiaohui Liu
- Horticultural Research Institute, Shanghai Academy of Agricultural Sciences, Shanghai, 201403, China
- Shanghai Key Laboratory of Protected Horticultural Technology, Shanghai, 201403, China
- College of Food Science, Shanghai Ocean University, Shanghai, 201306, China
| | - Aidong Zhang
- Horticultural Research Institute, Shanghai Academy of Agricultural Sciences, Shanghai, 201403, China
- Shanghai Key Laboratory of Protected Horticultural Technology, Shanghai, 201403, China
| | - Jie Zhao
- Pudong New District Agro-Technology Extension Center, Shanghai, 201201, China
| | - Jing Shang
- Horticultural Research Institute, Shanghai Academy of Agricultural Sciences, Shanghai, 201403, China
- Shanghai Key Laboratory of Protected Horticultural Technology, Shanghai, 201403, China
- College of Food Science, Shanghai Ocean University, Shanghai, 201306, China
| | - Zongwen Zhu
- Horticultural Research Institute, Shanghai Academy of Agricultural Sciences, Shanghai, 201403, China
- Shanghai Key Laboratory of Protected Horticultural Technology, Shanghai, 201403, China
| | - Xuexia Wu
- Horticultural Research Institute, Shanghai Academy of Agricultural Sciences, Shanghai, 201403, China.
- Shanghai Key Laboratory of Protected Horticultural Technology, Shanghai, 201403, China.
| | - Dingshi Zha
- Horticultural Research Institute, Shanghai Academy of Agricultural Sciences, Shanghai, 201403, China.
- Shanghai Key Laboratory of Protected Horticultural Technology, Shanghai, 201403, China.
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10
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Li H, Yang X, Wang Q, Chen J, Shi T. Distinct methylome patterns contribute to ecotypic differentiation in the growth of the storage organ of a flowering plant (sacred lotus). Mol Ecol 2021; 30:2831-2845. [PMID: 33899994 DOI: 10.1111/mec.15933] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/03/2020] [Revised: 04/17/2021] [Accepted: 04/19/2021] [Indexed: 12/27/2022]
Abstract
DNA methylation is an epigenetic modification involved in phenotypic diversity, plant development, and environmental responses. However, the mechanisms of DNA methylation underpinning the adaption of lotus (Nelumbo nucifera) ecotypes to high and low latitudes remain unsolved, especially adaptive evolution of their storage organs. Tropical and temperate lotus ecotypes have thin and enlarged rhizomes which are adapted to low and high latitudes, respectively. Here, we investigated the DNA methylomes and transcriptomes of rhizomes of the temperate and tropical lotus to address this issue. Compared with that of the tropical lotus, the DNA of the temperate lotus was significantly more hypermethylated, indicating an increase in global DNA methylation in the lotus, with rhizome enlargement. Meanwhile, genes associated with differentially methylated regions in their promoters tended to be differentially expressed between the two ecotypes. Interestingly, the genes with their expression negatively correlated with methylation levels in their promoters and genomic regions displayed significantly higher transposon coverage, while the genes showing a significant positive correlation between expression and methylation showed lesser transposon coverage. Further, we identified that DNA methylation, especially in the promoter region, was significantly correlated with the expression of many starch-biosynthetic, gibberellin-, and brassinosteroid-signalling genes associated with rhizome differentiation. Overall, our study unveiled that distinct global and local methylation patterns between the two lotus ecotypes contribute to their expression differences and adaptive phenotypic divergence of their storage organs, highlighting the role of DNA methylation in shaping the ecotypic differentiation of lotus.
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Affiliation(s)
- Hui Li
- CAS Key Laboratory of Aquatic Botany and Watershed Ecology, Wuhan Botanical Garden, Chinese Academy of Sciences, Wuhan, China.,Center of Conservation Biology, Core Botanical Gardens, Chinese Academy of Sciences, Wuhan, China.,University of Chinese Academy of Sciences, Beijing, China
| | - Xingyu Yang
- Wuhan Institute of Landscape Architecture, Wuhan, China
| | - Qingfeng Wang
- CAS Key Laboratory of Aquatic Botany and Watershed Ecology, Wuhan Botanical Garden, Chinese Academy of Sciences, Wuhan, China.,Center of Conservation Biology, Core Botanical Gardens, Chinese Academy of Sciences, Wuhan, China.,Sino-African Joint Research Center, Chinese Academy of Sciences, Wuhan, China
| | - Jinming Chen
- CAS Key Laboratory of Aquatic Botany and Watershed Ecology, Wuhan Botanical Garden, Chinese Academy of Sciences, Wuhan, China.,Center of Conservation Biology, Core Botanical Gardens, Chinese Academy of Sciences, Wuhan, China
| | - Tao Shi
- CAS Key Laboratory of Aquatic Botany and Watershed Ecology, Wuhan Botanical Garden, Chinese Academy of Sciences, Wuhan, China.,Center of Conservation Biology, Core Botanical Gardens, Chinese Academy of Sciences, Wuhan, China
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Li M, Zhao J, Su YL. Transcriptome Analysis of Gene Expression Profiles of Tomato Yellow Leaf Curl Virus-Infected Whiteflies over Different Viral Acquisition Access Periods. INSECTS 2020; 11:insects11050297. [PMID: 32403443 PMCID: PMC7290374 DOI: 10.3390/insects11050297] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 03/09/2020] [Revised: 05/03/2020] [Accepted: 05/07/2020] [Indexed: 12/25/2022]
Abstract
Tomato yellow leaf curl virus (TYLCV), which is transmitted by Bemisia tabaci in a persistent-circulative manner, threatens tomato production worldwide. Little is known about the complicated interaction during this process at the molecular level. In this study, viral AAPs at 0 h, 2 h, 6 h, 12 h and 48 h were investigated using a comparative transcriptome analysis to uncover the transcriptional responses of whiteflies to virus infection. Our results have shown that 755, 587, 1140 and 1347 differentially expressed genes (DEGs) were identified in the comparisons of the data of 0 h vs. 2 h, 0 h vs. 6 h, 0 h vs. 12 h and 0 h vs. 48 h, respectively. KEGG analysis showed that DEGs associated with metabolisms and signal transduction were down-regulated in virus-infected whiteflies. Additionally, 16 up-regulated putative transporter genes and 10 down-regulated genes associated with IL-17 signaling pathway were identified by time-associated gene cluster analysis. These data boost our comprehensions on whitefly-TYLCV interactions associated with different viral AAPs.
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Affiliation(s)
- Meng Li
- School of Food and Bioengineering, Zhengzhou University of Light Industry, Zhengzhou 450000, China
- Correspondence: ; Tel.: +86-0371-86608672
| | - Jing Zhao
- Institute of Insect Sciences, Zhejiang University, Hangzhou 310058, China;
| | - Yun-Lin Su
- Key Laboratory of South China Agricultural Plant Molecular Analysis and Genetic Improvement, South China Botanical Garden, Chinese Academy of Science, Guangzhou 510650, China;
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Maghuly F, Deák T, Vierlinger K, Pabinger S, Tafer H, Laimer M. Gene expression profiling identifies pathways involved in seed maturation of Jatropha curcas. BMC Genomics 2020; 21:290. [PMID: 32272887 PMCID: PMC7146973 DOI: 10.1186/s12864-020-6666-1] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/01/2019] [Accepted: 03/11/2020] [Indexed: 11/10/2022] Open
Abstract
Background Jatropha curcas, a tropical shrub, is a promising biofuel crop, which produces seeds with high content of oil and protein. To better understand the maturation process of J. curcas seeds and to improve its agronomic performance, a two-step approach was performed in six different maturation stages of seeds: 1) generation of the entire transcriptome of J. curcas seeds using 454-Roche sequencing of a cDNA library, 2) comparison of transcriptional expression levels using a custom Agilent 8x60K oligonucleotide microarray. Results A total of 793,875 high-quality reads were assembled into 19,382 unique full-length contigs, of which 13,507 could be annotated with Gene Ontology (GO) terms. Microarray data analysis identified 9111 probes (out of 57,842 probes), which were differentially expressed between the six maturation stages. The expression results were validated for 75 selected transcripts based on expression levels, predicted function, pathway, and length. Result from cluster analyses showed that transcripts associated with fatty acid, flavonoid, and phenylpropanoid biosynthesis were over-represented in the early stages, while those of lipid storage were over-represented in the late stages. Expression analyses of different maturation stages of J. curcas seed showed that most changes in transcript abundance occurred between the two last stages, suggesting that the timing of metabolic pathways during seed maturation in J. curcas occurs in late stages. The co-expression results showed that the hubs (CB5-D, CDR1, TT8, DFR, HVA22) with the highest number of edges, associated with fatty acid and flavonoid biosynthesis, are showing a decrease in their expression during seed maturation. Furthermore, seed development and hormone pathways are significantly well connected. Conclusion The obtained results revealed differentially expressed sequences (DESs) regulating important pathways related to seed maturation, which could contribute to the understanding of the complex regulatory network during seed maturation with the focus on lipid, flavonoid and phenylpropanoid biosynthesis. This study provides detailed information on transcriptional changes during J. curcas seed maturation and provides a starting point for a genomic survey of seed quality traits. The results highlighted specific genes and processes relevant to the molecular mechanisms involved in Jatropha seed maturation. These data can also be utilized regarding other Euphorbiaceae species.
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Affiliation(s)
- Fatemeh Maghuly
- Plant Functional Genomics, Department of Biotechnology, BOKU-VIBT, University of Natural Resources and Life Sciences, Muthgasse 18, 1190, Vienna, Austria.
| | - Tamás Deák
- Department of Viticulture, Szent István University, Villányi út 29-43, 1118 Budapest, Hungary
| | - Klemens Vierlinger
- Center for Health and Bioresources, Molecular Diagnostics, Austrian Institute of Technology (AIT), Giefinggasse 4, 1210, Vienna, Austria
| | - Stephan Pabinger
- Center for Health and Bioresources, Molecular Diagnostics, Austrian Institute of Technology (AIT), Giefinggasse 4, 1210, Vienna, Austria
| | - Hakim Tafer
- Austrian Center of Biological Resources (ACBR), Department of Biotechnology, BOKU-VIBT, University of Natural Resources and Life Sciences, Muthgasse 18, 1190, Vienna, Austria
| | - Margit Laimer
- Plant Biotechnology Unit, Department of Biotechnology, BOKU-VIBT, University of Natural Resources and Life Sciences, Muthgasse 18, 1190, Vienna, Austria
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An Integrated Transcriptome and Proteome Analysis Reveals New Insights into Russeting of Bagging and Non-Bagging "Golden Delicious" Apple. Int J Mol Sci 2019; 20:ijms20184462. [PMID: 31510041 PMCID: PMC6769969 DOI: 10.3390/ijms20184462] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/22/2019] [Revised: 09/06/2019] [Accepted: 09/06/2019] [Indexed: 12/12/2022] Open
Abstract
Apple skin russeting naturally occurs in many varieties, particularly in “Golden Delicious” and its pedigree, and is regarded as a non-invasive physiological disorder partly caused by excessive deposition of lignin. However, the understanding of its molecular mechanism is still limited. In this study, we used iTRAQ (isobaric tags for relative and absolute quantitation) and RNA-seq to detect the changes in the expression levels of genes and proteins in three developmental stages of russeting formation, in russeted (non-bagging) and non-russeted (bagging) skin of “Golden Delicious” apple. 2856 differentially expressed genes and 942 differentially expressed proteins in the comparison groups were detected at the transcript level and protein level, respectively. A correlation analysis of the transcriptomics and proteomics data revealed that four genes (MD03G1059200, MD08G1009200, MD17G1092400, and MD17G1225100) involved in lignin biosynthesis are significant changed during apple russeting formation. Additionally, 92 transcription factors, including 4 LIM transcription factors, may be involved in apple russeting formation. Among them, one LIM transcription factor (MD15G1068200) was capable of binding to the PAL-box like (CCACTTGAGTAC) element, which indicated it was potentially involved in lignin biosynthesis. This study will provide further views on the molecular mechanisms controlling apple russeting formation.
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