1
|
Drapal M, Ovalle Rivera TM, Luna Meléndez JL, Perez-Fons L, Tran T, Dufour D, Becerra Lopez-Lavalle LA, Fraser PD. Biochemical characterisation of a cassava (Manihot esculenta crantz) diversity panel for post-harvest physiological deterioration; metabolite involvement and environmental influence. JOURNAL OF PLANT PHYSIOLOGY 2024; 301:154303. [PMID: 38959754 DOI: 10.1016/j.jplph.2024.154303] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/02/2024] [Revised: 06/19/2024] [Accepted: 06/25/2024] [Indexed: 07/05/2024]
Abstract
Cassava (Manihot esculenta Crantz) produces edible roots, a major carbohydrate source feeding more than 800 million people in Africa, Latin America, Oceania and Asia. Post-harvest physiological deterioration (PPD) renders harvested cassava roots unpalatable and unmarketable. Decades of research on PPD have elucidated several genetic, enzymatic and metabolic processes involved. Breeding populations were established to enable verification of robust biomarkers for PPD resistance. For comparison, these PPD populations have been cultivated concurrently with diversity population for carotenoid (β-carotene) content. Results highlighted a significant variation of the chemotypes due to environmental factors. Less than 3% of the detected molecular features showed consistent trends between the two harvest years and were putatively identified as phenylpropanoid derived compounds (e.g. caffeoyl rutinoside). The data corroborated that ∼20 μg β-carotene/g DW can reduced the PPD response of the cassava roots to a score of ∼1. Correlation analysis showed a significant correlation of β-carotene content at harvest to PPD response (R2 -0.55). However, the decrease of β-carotene over storage was not significantly correlated to initial content or PPD response. Volatile analysis observed changes of apocarotenoids derived from β-carotene, lipid oxidation products (alkanes, alcohols and carbonyls and esters) and terpenes. The majority of these volatiles (>90%) showed no significant correlation to β-carotene or PPD. Observed data indicated an increase (∼2-fold) of alkanes in varieties with β-carotene >10 μg/g DW and a decrease (∼60%) in varieties with less β-carotene. Fatty acid methyl esters with a chain length > C9 were detected solely after storage and show lower levels in varieties with higher β-carotene content. In combination with correlation values to PPD (R2 ∼0.3; P-value >0.05), the data indicated a more efficient ROS quenching mechanism in PPD resistant varieties.
Collapse
Affiliation(s)
- Margit Drapal
- School of Biological Sciences, Royal Holloway, University of London, Egham Hill, Egham, Surrey, TW20 0EX, UK
| | | | | | - Laura Perez-Fons
- School of Biological Sciences, Royal Holloway, University of London, Egham Hill, Egham, Surrey, TW20 0EX, UK
| | - Thierry Tran
- International Center for Tropical Agriculture (CIAT), Cali, Colombia
| | - Dominique Dufour
- International Center for Tropical Agriculture (CIAT), Cali, Colombia; CIRAD, UMR QualiSud, F-34398, Montpellier, France; Qualisud, Univ Montpellier, Avignon Université, CIRAD, Institut Agro, IRD, Université de La Réunion, Montpellier, France
| | | | - Paul D Fraser
- School of Biological Sciences, Royal Holloway, University of London, Egham Hill, Egham, Surrey, TW20 0EX, UK.
| |
Collapse
|
2
|
Manoilenko S, Dippe M, Fuchs T, Eisenschmidt-Bönn D, Ziegler J, Bauer AK, Wessjohann LA. Enzymatic one-step synthesis of natural 2-pyrones and new-to-nature derivatives from coenzyme A esters. J Biotechnol 2024; 388:72-82. [PMID: 38616039 DOI: 10.1016/j.jbiotec.2024.04.006] [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: 01/13/2024] [Revised: 03/28/2024] [Accepted: 04/11/2024] [Indexed: 04/16/2024]
Abstract
The 2-pyrone moiety is present in a wide range of structurally diverse natural products with various biological activities. The plant biosynthetic routes towards these compounds mainly depend on the activity of either type III polyketide synthase-like 2-pyrone synthases or hydroxylating 2-oxoglutarate dependent dioxygenases. In the present study, the substrate specificity of these enzymes is investigated by a systematic screening using both natural and artificial substrates with the aims of efficiently forming (new) products and understanding the underlying catalytic mechanisms. In this framework, we focused on the in vitro functional characterization of a 2-pyrone synthase Gh2PS2 from Gerbera x hybrida and two dioxygenases AtF6'H1 and AtF6'H2 from Arabidopsis thaliana using a set of twenty aromatic and aliphatic CoA esters as substrates. UHPLC-ESI-HRMSn based analyses of reaction intermediates and products revealed a broad substrate specificity of the enzymes, enabling the facile "green" synthesis of this important class of natural products and derivatives in a one-step/one-pot reaction in aqueous environment without the need for halogenated or metal reagents and protective groups. Using protein modeling and substrate docking we identified amino acid residues that seem to be important for the observed product scope.
Collapse
Affiliation(s)
- Svitlana Manoilenko
- Department of Bioorganic Chemistry, Leibniz Institute of Plant Biochemistry, Weinberg 3, Halle 06120, Germany
| | - Martin Dippe
- Department of Bioorganic Chemistry, Leibniz Institute of Plant Biochemistry, Weinberg 3, Halle 06120, Germany.
| | - Tristan Fuchs
- Department of Bioorganic Chemistry, Leibniz Institute of Plant Biochemistry, Weinberg 3, Halle 06120, Germany
| | - Daniela Eisenschmidt-Bönn
- Department of Bioorganic Chemistry, Leibniz Institute of Plant Biochemistry, Weinberg 3, Halle 06120, Germany
| | - Jörg Ziegler
- Department of Molecular Signal Processing, Leibniz Institute of Plant Biochemistry, Weinberg 3, Halle 06120, Germany
| | - Anne-Katrin Bauer
- Department of Bioorganic Chemistry, Leibniz Institute of Plant Biochemistry, Weinberg 3, Halle 06120, Germany
| | - Ludger A Wessjohann
- Department of Bioorganic Chemistry, Leibniz Institute of Plant Biochemistry, Weinberg 3, Halle 06120, Germany.
| |
Collapse
|
3
|
Jiang T, Cui A, Cui Y, Cui R, Han M, Zhang Y, Fan Y, Huang H, Feng X, Lei Y, Liu X, Ni K, Zhang H, Xu N, Wang J, Sun L, Rui C, Wang J, Wang S, Chen X, Lu X, Wang D, Guo L, Zhao L, Hao F, Ye W. Systematic analysis and expression of Gossypium 2ODD superfamily highlight the roles of GhLDOXs responding to alkali and other abiotic stress in cotton. BMC PLANT BIOLOGY 2023; 23:124. [PMID: 36869319 PMCID: PMC9985220 DOI: 10.1186/s12870-023-04133-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 08/16/2022] [Accepted: 02/20/2023] [Indexed: 06/18/2023]
Abstract
BACKGROUND 2-oxoglutarate-dependent dioxygenase (2ODD) is the second largest family of oxidases involved in various oxygenation/hydroxylation reactions in plants. Many members in the family regulate gene transcription, nucleic acid modification/repair and secondary metabolic synthesis. The 2ODD family genes also function in the formation of abundant flavonoids during anthocyanin synthesis, thereby modulating plant development and response to diverse stresses. RESULTS Totally, 379, 336, 205, and 204 2ODD genes were identified in G. barbadense (Gb), G. hirsutum (Gh), G. arboreum (Ga), and G. raimondii (Gb), respectively. The 336 2ODDs in G. hirsutum were divided into 15 subfamilies according to their putative functions. The structural features and functions of the 2ODD members in the same subfamily were similar and evolutionarily conserved. Tandem duplications and segmental duplications served essential roles in the large-scale expansion of the cotton 2ODD family. Ka/Ks values for most of the gene pairs were less than 1, indicating that 2ODD genes undergo strong purifying selection during evolution. Gh2ODDs might act in cotton responses to different abiotic stresses. GhLDOX3 and GhLDOX7, two members of the GhLDOX subfamily from Gh2ODDs, were significantly down-regulated in transcription under alkaline stress. Moreover, the expression of GhLDOX3 in leaves was significantly higher than that in other tissues. These results will provide valuable information for further understanding the evolution mechanisms and functions of the cotton 2ODD genes in the future. CONCLUSIONS Genome-wide identification, structure, and evolution and expression analysis of 2ODD genes in Gossypium were carried out. The 2ODDs were highly conserved during evolutionary. Most Gh2ODDs were involved in the regulation of cotton responses to multiple abiotic stresses including salt, drought, hot, cold and alkali.
Collapse
Affiliation(s)
- Tiantian Jiang
- State Key Laboratory of Cotton Biology / School of Life Sciences, Henan University, Kaifeng, 475004, Henan, China
- Research Base, Anyang Institute of Technology, State Key Laboratory of Cotton Biology / Institute of Cotton Research of Chinese Academy of Agricultural Sciences, Anyang, 455000, Henan, China
| | - Aihua Cui
- Cotton Research Institute of Jiangxi Province, Jiujiang, 332105, Jiangxi, China
| | - Yupeng Cui
- Research Base, Anyang Institute of Technology, State Key Laboratory of Cotton Biology / Institute of Cotton Research of Chinese Academy of Agricultural Sciences, Anyang, 455000, Henan, China
| | - Ruifeng Cui
- Research Base, Anyang Institute of Technology, State Key Laboratory of Cotton Biology / Institute of Cotton Research of Chinese Academy of Agricultural Sciences, Anyang, 455000, Henan, China
| | - Mingge Han
- Research Base, Anyang Institute of Technology, State Key Laboratory of Cotton Biology / Institute of Cotton Research of Chinese Academy of Agricultural Sciences, Anyang, 455000, Henan, China
| | - Yuexin Zhang
- Research Base, Anyang Institute of Technology, State Key Laboratory of Cotton Biology / Institute of Cotton Research of Chinese Academy of Agricultural Sciences, Anyang, 455000, Henan, China
| | - Yapeng Fan
- Research Base, Anyang Institute of Technology, State Key Laboratory of Cotton Biology / Institute of Cotton Research of Chinese Academy of Agricultural Sciences, Anyang, 455000, Henan, China
| | - Hui Huang
- Research Base, Anyang Institute of Technology, State Key Laboratory of Cotton Biology / Institute of Cotton Research of Chinese Academy of Agricultural Sciences, Anyang, 455000, Henan, China
| | - Xixian Feng
- Research Base, Anyang Institute of Technology, State Key Laboratory of Cotton Biology / Institute of Cotton Research of Chinese Academy of Agricultural Sciences, Anyang, 455000, Henan, China
| | - Yuqian Lei
- Research Base, Anyang Institute of Technology, State Key Laboratory of Cotton Biology / Institute of Cotton Research of Chinese Academy of Agricultural Sciences, Anyang, 455000, Henan, China
| | - Xiaoyu Liu
- Research Base, Anyang Institute of Technology, State Key Laboratory of Cotton Biology / Institute of Cotton Research of Chinese Academy of Agricultural Sciences, Anyang, 455000, Henan, China
| | - Kesong Ni
- Research Base, Anyang Institute of Technology, State Key Laboratory of Cotton Biology / Institute of Cotton Research of Chinese Academy of Agricultural Sciences, Anyang, 455000, Henan, China
| | - Hong Zhang
- Research Base, Anyang Institute of Technology, State Key Laboratory of Cotton Biology / Institute of Cotton Research of Chinese Academy of Agricultural Sciences, Anyang, 455000, Henan, China
| | - Nan Xu
- Research Base, Anyang Institute of Technology, State Key Laboratory of Cotton Biology / Institute of Cotton Research of Chinese Academy of Agricultural Sciences, Anyang, 455000, Henan, China
| | - Jing Wang
- Research Base, Anyang Institute of Technology, State Key Laboratory of Cotton Biology / Institute of Cotton Research of Chinese Academy of Agricultural Sciences, Anyang, 455000, Henan, China
| | - Liangqing Sun
- Research Base, Anyang Institute of Technology, State Key Laboratory of Cotton Biology / Institute of Cotton Research of Chinese Academy of Agricultural Sciences, Anyang, 455000, Henan, China
| | - Cun Rui
- Research Base, Anyang Institute of Technology, State Key Laboratory of Cotton Biology / Institute of Cotton Research of Chinese Academy of Agricultural Sciences, Anyang, 455000, Henan, China
| | - Junjuan Wang
- Research Base, Anyang Institute of Technology, State Key Laboratory of Cotton Biology / Institute of Cotton Research of Chinese Academy of Agricultural Sciences, Anyang, 455000, Henan, China
| | - Shuai Wang
- Research Base, Anyang Institute of Technology, State Key Laboratory of Cotton Biology / Institute of Cotton Research of Chinese Academy of Agricultural Sciences, Anyang, 455000, Henan, China
| | - Xiugui Chen
- Research Base, Anyang Institute of Technology, State Key Laboratory of Cotton Biology / Institute of Cotton Research of Chinese Academy of Agricultural Sciences, Anyang, 455000, Henan, China
| | - Xuke Lu
- Research Base, Anyang Institute of Technology, State Key Laboratory of Cotton Biology / Institute of Cotton Research of Chinese Academy of Agricultural Sciences, Anyang, 455000, Henan, China
| | - Delong Wang
- Research Base, Anyang Institute of Technology, State Key Laboratory of Cotton Biology / Institute of Cotton Research of Chinese Academy of Agricultural Sciences, Anyang, 455000, Henan, China
| | - Lixue Guo
- Research Base, Anyang Institute of Technology, State Key Laboratory of Cotton Biology / Institute of Cotton Research of Chinese Academy of Agricultural Sciences, Anyang, 455000, Henan, China
| | - Lanjie Zhao
- Research Base, Anyang Institute of Technology, State Key Laboratory of Cotton Biology / Institute of Cotton Research of Chinese Academy of Agricultural Sciences, Anyang, 455000, Henan, China
| | - Fushun Hao
- State Key Laboratory of Cotton Biology / School of Life Sciences, Henan University, Kaifeng, 475004, Henan, China.
| | - Wuwei Ye
- State Key Laboratory of Cotton Biology / School of Life Sciences, Henan University, Kaifeng, 475004, Henan, China.
- Research Base, Anyang Institute of Technology, State Key Laboratory of Cotton Biology / Institute of Cotton Research of Chinese Academy of Agricultural Sciences, Anyang, 455000, Henan, China.
| |
Collapse
|
4
|
Tao M, Liu S, Li Y, Liu A, Tian J, Liu Y, Fu H, Zhu W. Molecular characterization of a feruloyl-CoA 6'-hydroxylase involved in coumarin biosynthesis in Clematis terniflora DC. PLANT PHYSIOLOGY AND BIOCHEMISTRY : PPB 2023; 196:162-170. [PMID: 36709578 DOI: 10.1016/j.plaphy.2023.01.046] [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: 08/12/2022] [Revised: 01/05/2023] [Accepted: 01/23/2023] [Indexed: 06/18/2023]
Abstract
Coumarin is an important secondary metabolite that affects plant physiology. It is a lactone of cis-o-hydroxycinnamic acid and widely exists in medicinal plants. Clematis terniflora DC. is a plant belonging to Ranunculaceae and is rich in variety of coumarins. Feruloyl-CoA 6'-hydroxylase has been reported as a key enzyme in the formation of coumarin basic skeleton only in some common plants, however, its evidence in other species is still lacking especially for the biosynthesis of coumarins in C. terniflora. In the present study, we identified a feruloyl-CoA 6'-hydroxylase CtF6'H in C. terniflora, and functional characterization indicated that CtF6'H could hydroxylate feruloyl-CoA to 6-hydroxyferuloyl-CoA. Furthermore, the expression level of CtF6'H was differed among different tissues in C. terniflora, while under UV-B radiation, the level of CtF6'H was increased in the leaves. Biochemical characteristics and subcellular location showed that CtF6'H was mainly present in the cytosol. The crystal structure of CtF6'H was simulated by homology modeling to predict the potential residues affecting enzyme activity. This study provides the additional evidence of feruloyl-CoA 6'-hydroxylase in different plant species and enriches our understanding of biosynthetic mechanism of coumarin in C. terniflora.
Collapse
Affiliation(s)
- Minglei Tao
- The Cancer Hospital of the University of Chinese Academy of Sciences (Zhejiang Cancer Hospital), Institute of Basic Medicine and Cancer (IBMC), Chinese Academy of Sciences, Hangzhou, 310022, China; College of Biomedical Engineering & Instrument Science, Zhejiang University, Hangzhou, 310027, China
| | - Shengzhi Liu
- College of Biomedical Engineering & Instrument Science, Zhejiang University, Hangzhou, 310027, China
| | - Yaohan Li
- College of Biomedical Engineering & Instrument Science, Zhejiang University, Hangzhou, 310027, China
| | - Amin Liu
- College of Biomedical Engineering & Instrument Science, Zhejiang University, Hangzhou, 310027, China
| | - Jingkui Tian
- The Cancer Hospital of the University of Chinese Academy of Sciences (Zhejiang Cancer Hospital), Institute of Basic Medicine and Cancer (IBMC), Chinese Academy of Sciences, Hangzhou, 310022, China
| | - Yuchang Liu
- International Center of Zhejiang Fuyang High School, Hangzhou, 311400, China
| | - Hongwei Fu
- College of Life Science, Zhejiang Sci-Tech University, Hangzhou, 310018, China.
| | - Wei Zhu
- The Cancer Hospital of the University of Chinese Academy of Sciences (Zhejiang Cancer Hospital), Institute of Basic Medicine and Cancer (IBMC), Chinese Academy of Sciences, Hangzhou, 310022, China.
| |
Collapse
|
5
|
Wahengbam ED, Devi CP, Sharma SK, Roy SS, Maibam A, Dasgupta M, Luikham S, Chongtham T, Ningombam A, Bhupenchandra I, Singh LK, Devi YP, Thokchom S, Khaba CI, Singh NB, Rajashekar Y, Das S, Mohanty S, Sahoo MR. Reactive oxygen species turnover, phenolics metabolism, and some key gene expressions modulate postharvest physiological deterioration in cassava tubers. Front Microbiol 2023; 14:1148464. [PMID: 36925477 PMCID: PMC10011484 DOI: 10.3389/fmicb.2023.1148464] [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: 01/20/2023] [Accepted: 02/13/2023] [Indexed: 03/08/2023] Open
Abstract
Rapid postharvest physiological deterioration (PPD) in cassava (Manihot esculenta Crantz) tuber is a significant concern during storage. The freshly harvested tubers start spoiling within 24 to 72 h. Accumulation of H2O2 is one of the earliest biochemical events that occurred during PPD, which was detected using the 3,3 diaminobenzidine (DAB) in two contrast cassava genotypes, MNP Local A (29-57 μg g-1) and Sree Prakash (64-141 μg g-1). Accumulating the fluorescence hydroxycoumarin compounds emitted by the cassava tubers observed under an ultraviolet (UV) lamp showed significant variations at 0, 3, 6, 9, 12, and 15 days of storage. The total phenolics and carotenoids significantly and negatively correlated with PPD progression; however, the anthocyanin and flavonoids positively correlated with the PPD-anchored ROS accumulation. The primary compound, Phthalic acid, di(2-propylpentyl) ester, was identified in both the cassava tubers, Sree Prakash (57.21 and 35.21%), and MNP Local A (75.58 and 60.21%) at 0, and 72 h of PPD, respectively. The expression of PPD-associated genes APX-2, APX-3, PAL, and AP was higher at 6-12 days of PPD, which signified the synthesis of ROS turnover and phenylpropanoid biosynthesis. A significant, strong, and positive correlation was established between the secondary metabolites and PPD signaling gene expression, which was inversely correlated with hydroxycoumarin and H2O2 accumulation. MNP Local A tubers exhibited longer storage life of 15 days with a low PPD score, higher metabolites synthesis, and gene expression. The PPD-resistant lines may be used to augment cassava breeding strategies for large-scale commercial and industrial use.
Collapse
Affiliation(s)
| | | | | | - Subhra Saikat Roy
- ICAR Research Complex for North Eastern Hill Region, Imphal, Manipur, India
| | - Albert Maibam
- ICAR Research Complex for North Eastern Hill Region, Imphal, Manipur, India
| | - Madhumita Dasgupta
- ICAR Research Complex for North Eastern Hill Region, Imphal, Manipur, India
| | - Star Luikham
- ICAR Research Complex for North Eastern Hill Region, Imphal, Manipur, India
| | - Tania Chongtham
- ICAR Research Complex for North Eastern Hill Region, Imphal, Manipur, India
| | - Arati Ningombam
- ICAR Research Complex for North Eastern Hill Region, Imphal, Manipur, India
| | - Ingudam Bhupenchandra
- Farm Science Centre, ICAR Research Complex for North Eastern Hill Region, Imphal, Manipur, India
| | - Laishram Kanta Singh
- Farm Science Centre, ICAR Research Complex for North Eastern Hill Region, Imphal, Manipur, India
| | - Yumnam Prabhabati Devi
- Farm Science Centre, ICAR Research Complex for North Eastern Hill Region, Imphal, Manipur, India
| | | | | | | | - Yallappa Rajashekar
- Institute of Bioresources and Sustainable Development, Imphal, Manipur, India
| | - Sudripta Das
- Institute of Bioresources and Sustainable Development, Imphal, Manipur, India
| | - Sansuta Mohanty
- Central Horticultural Experiment Station, ICAR–Indian Institute of Horticultural Research, Bhubaneswar, Odisha, India
| | - Manas Ranjan Sahoo
- ICAR Research Complex for North Eastern Hill Region, Imphal, Manipur, India
- Central Horticultural Experiment Station, ICAR–Indian Institute of Horticultural Research, Bhubaneswar, Odisha, India
| |
Collapse
|
6
|
Ma Q, Xu J, Feng Y, Wu X, Lu X, Zhang P. Knockdown of p-Coumaroyl Shikimate/Quinate 3′-Hydroxylase Delays the Occurrence of Post-Harvest Physiological Deterioration in Cassava Storage Roots. Int J Mol Sci 2022; 23:ijms23169231. [PMID: 36012496 PMCID: PMC9409078 DOI: 10.3390/ijms23169231] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/13/2022] [Revised: 08/03/2022] [Accepted: 08/05/2022] [Indexed: 11/16/2022] Open
Abstract
Cassava storage roots are an important source of food, feed, and material for starch-based industries in many countries. After harvest, rapid post-harvest physiological deterioration (PPD) reduces their palatability and marketability. During the PPD process, vascular streaking occurs through over-accumulation of coumarins, the biosynthesis of which involves the key enzyme p-coumaroyl shikimate/quinate 3′-hydroxylase (C3′H). Repression of MeC3′H expression by RNA interference in transgenic cassava plants caused a significant delay in PPD by decreasing scopoletin and scopolin accumulation in field-harvested storage roots. This study demonstrates that MeC3′H is the key enzyme participating in coumarin biosynthesis during PPD and shows that MeC3′H is a useful target gene for editing to prolong the shelf life of cassava storage roots.
Collapse
Affiliation(s)
- Qiuxiang Ma
- National Key Laboratory of Plant Molecular Genetics, Center for Excellence in Molecular Plant Sciences, Chinese Academy of Sciences, Shanghai 200032, China
| | - Jia Xu
- National Key Laboratory of Plant Molecular Genetics, Center for Excellence in Molecular Plant Sciences, Chinese Academy of Sciences, Shanghai 200032, China
| | - Yancai Feng
- National Key Laboratory of Plant Molecular Genetics, Center for Excellence in Molecular Plant Sciences, Chinese Academy of Sciences, Shanghai 200032, China
- University of Chinese Academy of Sciences, Beijing 100049, China
| | - Xiaoyun Wu
- National Key Laboratory of Plant Molecular Genetics, Center for Excellence in Molecular Plant Sciences, Chinese Academy of Sciences, Shanghai 200032, China
| | - Xinlu Lu
- National Key Laboratory of Plant Molecular Genetics, Center for Excellence in Molecular Plant Sciences, Chinese Academy of Sciences, Shanghai 200032, China
| | - Peng Zhang
- National Key Laboratory of Plant Molecular Genetics, Center for Excellence in Molecular Plant Sciences, Chinese Academy of Sciences, Shanghai 200032, China
- University of Chinese Academy of Sciences, Beijing 100049, China
- Correspondence:
| |
Collapse
|
7
|
He BT, Liu ZH, Li BZ, Yuan YJ. Advances in biosynthesis of scopoletin. Microb Cell Fact 2022; 21:152. [PMID: 35918699 PMCID: PMC9344664 DOI: 10.1186/s12934-022-01865-7] [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: 04/09/2022] [Accepted: 06/28/2022] [Indexed: 11/21/2022] Open
Abstract
Scopoletin is a typical example of coumarins, which can be produced in plants. Scopoletin acts as a precursor for pharmaceutical and health care products, and also possesses promising biological properties, including antibacterial, anti-tubercular, anti-hypertensive, anti-inflammatory, anti-diabetic, and anti-hyperuricemic activity. Despite the potential benefits, the production of scopoletin using traditional extraction processes from plants is unsatisfactory. In recent years, synthetic biology has developed rapidly and enabled the effective construction of microbial cell factories for production of high value-added chemicals. Herein, this review summarizes the progress of scopoletin biosynthesis in artificial microbial cell factories. The two main pathways of scopoletin biosynthesis are summarized firstly. Then, synthetic microbial cell factories are reviewed as an attractive improvement strategy for biosynthesis. Emerging techniques in synthetic biology and metabolic engineering are introduced as innovative tools for the efficient synthesis of scopoletin. This review showcases the potential of biosynthesis of scopoletin in artificial microbial cell factories.
Collapse
Affiliation(s)
- Bo-Tao He
- Frontiers Science Center for Synthetic Biology and Key Laboratory of Systems Bioengineering (Ministry of Education), School of Chemical Engineering and Technology, Tianjin University, Tianjin, 300072, People's Republic of China
| | - Zhi-Hua Liu
- Frontiers Science Center for Synthetic Biology and Key Laboratory of Systems Bioengineering (Ministry of Education), School of Chemical Engineering and Technology, Tianjin University, Tianjin, 300072, People's Republic of China
| | - Bing-Zhi Li
- Frontiers Science Center for Synthetic Biology and Key Laboratory of Systems Bioengineering (Ministry of Education), School of Chemical Engineering and Technology, Tianjin University, Tianjin, 300072, People's Republic of China.
| | - Ying-Jin Yuan
- Frontiers Science Center for Synthetic Biology and Key Laboratory of Systems Bioengineering (Ministry of Education), School of Chemical Engineering and Technology, Tianjin University, Tianjin, 300072, People's Republic of China
| |
Collapse
|
8
|
McMahon J, Sayre R, Zidenga T. Cyanogenesis in cassava and its molecular manipulation for crop improvement. JOURNAL OF EXPERIMENTAL BOTANY 2022; 73:1853-1867. [PMID: 34905020 DOI: 10.1093/jxb/erab545] [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: 07/22/2021] [Accepted: 12/10/2021] [Indexed: 06/14/2023]
Abstract
While cassava is one of the most important staple crops worldwide, it has received the least investment per capita consumption of any of the major global crops. This is in part due to cassava being a crop of subsistence farmers that is grown in countries with limited resources for crop improvement. While its starchy roots are rich in calories, they are poor in protein and other essential nutrients. In addition, they contain potentially toxic levels of cyanogenic glycosides which must be reduced to safe levels before consumption. Furthermore, cyanogens compromise the shelf life of harvested roots due to cyanide-induced inhibition of mitochondrial respiration, and associated production of reactive oxygen species that accelerate root deterioration. Over the past two decades, the genetic, biochemical, and developmental factors that control cyanogen synthesis, transport, storage, and turnover have largely been elucidated. It is now apparent that cyanogens contribute substantially to whole-plant nitrogen metabolism and protein synthesis in roots. The essential role of cyanogens in root nitrogen metabolism, however, has confounded efforts to create acyanogenic varieties. This review proposes alternative molecular approaches that integrate accelerated cyanogen turnover with nitrogen reassimilation into root protein that may offer a solution to creating a safer, more nutritious cassava crop.
Collapse
|
9
|
Fathima AA, Sanitha M, Tripathi L, Muiruri S. Cassava (
Manihot esculenta
) dual use for food and bioenergy: A review. Food Energy Secur 2022. [DOI: 10.1002/fes3.380] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/04/2023] Open
Affiliation(s)
- Anwar Aliya Fathima
- Department of Bioinformatics Saveetha School of Engineering Saveetha Institute of Medical and Technical Sciences Chennai India
| | - Mary Sanitha
- Department of Bioinformatics Saveetha School of Engineering Saveetha Institute of Medical and Technical Sciences Chennai India
| | - Leena Tripathi
- International Institute of Tropical Agriculture (IITA) Nairobi Kenya
| | - Samwel Muiruri
- International Institute of Tropical Agriculture (IITA) Nairobi Kenya
- Department of Plant Sciences Kenyatta University Nairobi Kenya
| |
Collapse
|
10
|
Juma BS, Mukami A, Mweu C, Ngugi MP, Mbinda W. Targeted mutagenesis of the CYP79D1 gene via CRISPR/Cas9-mediated genome editing results in lower levels of cyanide in cassava. FRONTIERS IN PLANT SCIENCE 2022; 13:1009860. [PMID: 36388608 PMCID: PMC9644188 DOI: 10.3389/fpls.2022.1009860] [Citation(s) in RCA: 11] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/02/2022] [Accepted: 10/05/2022] [Indexed: 05/13/2023]
Abstract
Cassava is the world's most essential food root crop, generating calories to millions of Sub-Saharan African subsistence farmers. Cassava leaves and roots contain toxic quantities of the cyanogenic glycoside linamarin. Consumption of residual cyanogens results in cyanide poisoning due to conversion of the cyanogens to cyanide in the body. There is a need for acyanogenic cassava cultivars in order for it to become a consistently safe and acceptable food, and commercial crop. In recent years, the CRISPR/Cas system, has proven to be the most effective and successful genome editing tool for gene function studies and crop improvement. In this study, we performed targeted mutagenesis of the MeCYP79D1 gene in exon 3, using CRISPR/Cas9, via Agrobacterium-mediated transformation. The vector design resulted in knockout in cotyledon-stage somatic embryos regenerated under hygromycin selection. Eight plants were recovered and genotyped. DNA sequencing analysis revealed that the tested putative transgenic plants carried mutations within the MeCYP79D1 locus, with deletions and substitutions being reported upstream and downstream of the PAM sequence, respectively. The levels of linamarin and evolved cyanide present in the leaves of mecyp79d1 lines were reduced up to seven-fold. Nevertheless, the cassava linamarin and cyanide were not completely eliminated by the MeCYP79D1 knockout. Our results indicate that CRISPR/Cas9-mediated mutagenesis is as an alternative approach for development of cassava plants with lowered cyanide content.
Collapse
Affiliation(s)
- Bicko Steve Juma
- Institute for Biotechnology Research, Jomo Kenyatta University of Agriculture and Technology, Nairobi, Kenya
- Pwani University Bioscience Research Centre, Pwani University, Kilifi, Kenya
| | - Asunta Mukami
- Department of Biochemistry, Microbiology and Biotechnology, Kenyatta University, Nairobi, Kenya
- Department of Life Sciences, South Eastern Kenya University, Kitui, Kenya
| | - Cecilia Mweu
- Institute for Biotechnology Research, Jomo Kenyatta University of Agriculture and Technology, Nairobi, Kenya
| | - Mathew Piero Ngugi
- Department of Biochemistry, Microbiology and Biotechnology, Kenyatta University, Nairobi, Kenya
| | - Wilton Mbinda
- Pwani University Bioscience Research Centre, Pwani University, Kilifi, Kenya
- Department of Department of Biochemistry and Biotechnology, Pwani University, Kilifi, Kenya
- *Correspondence: Wilton Mbinda,
| |
Collapse
|
11
|
Deng H, Yin Q, Lin Y, Feng J, Chen Z, Zhang R. Analysis on quality differences associated with metabolomics of rambutan during different temperature storage. FOOD CHEMISTRY. MOLECULAR SCIENCES 2021; 3:100036. [PMID: 35415667 PMCID: PMC8991860 DOI: 10.1016/j.fochms.2021.100036] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 05/07/2021] [Revised: 07/14/2021] [Accepted: 07/31/2021] [Indexed: 11/30/2022]
Abstract
Temperature had different effects on the six quality indexes selected for “Baoyan-7” rambutan during storage. 276 differentially expressed metabolites (DEMs) were screened by UPLC-MS/MS, which enriched in 18 KEGG pathways. Increased scopoline was associated with additional browning of rambutan pericarp during storage at room temperature. Glutathione and ascorbate were indicators of browning risk in rambutan during storage.
This study aimed to understand how temperatures differentially impact the crucial quality indices and metabolites in rambutan during storage. Rambutan browned quickly at room temperature from 0 d (control). After ten days at 5 ℃, browning index and lightness were 4.2% and 147.5%, compared with rambutan stored at 1 ℃, which was the best quality achieved. An UPLC-MS/MS was performed to uncover the metabolism underlying those quality differences, followed by the analysis of KEGG pathways. Results showed that 276 differentially expressed metabolites (DEMs) screened were enriched in 18 KEGG pathways. The pathways related to carbohydrates, aliphatic metabolites, and organic acids were highly active in rambutan stored at room temperature, whereas the pathways related to amino acids biosynthesis and nucleotides were highly active in rambutan stored at 1 ℃, 5 ℃. These findings indicated that increased scopoline was associated with serious browning at room temperature. L-leucine and L-isoleucine both increased in response to low temperature and reduced browning. Glutathione and ascorbate decreased to 4.89% and 4.36%, compared with 0 d (CK) in rambutan with severe browning stored at 1 ℃ for ten days. However, no significant changes in those two metabolites were observed in rambutan stored at optimal 5 °C for ten days. Thus glutathione and ascorbate could be used as potential indicators of browning degree. Our study provided a metabolic insight into the role of temperature on rambutan quality and browning.
Collapse
Affiliation(s)
- Hao Deng
- Key Laboratory of Tropical Fruit and Vegetable Cold-chain of Hainan Province / Institute of Processing & Design of Agriproducts, Hainan Academy of Agricultural Sciences, Haikou 570100, Hainan, China
| | - Qingchun Yin
- Hainan Institute for Food Control, Haikou 570100, Hainan, China
| | - Yuqin Lin
- College of Science, Hainan University, Haikou 570100, Hainan, China
| | - Jiancheng Feng
- College of Science, Hainan University, Haikou 570100, Hainan, China
| | - Zhe Chen
- Key Laboratory of Tropical Fruit Tree Biology of Hainan Province / Institute of Tropical Fruit Trees, Hainan Academy of Agricultural Sciences, Haikou, China
| | - Ronghu Zhang
- Key Laboratory of Tropical Fruit and Vegetable Cold-chain of Hainan Province / Institute of Processing & Design of Agriproducts, Hainan Academy of Agricultural Sciences, Haikou 570100, Hainan, China
| |
Collapse
|
12
|
Luna J, Dufour D, Tran T, Pizarro M, Calle F, García Domínguez M, Hurtado IM, Sánchez T, Ceballos H. Post‐harvest physiological deterioration in several cassava genotypes over sequential harvests and effect of pruning prior to harvest. Int J Food Sci Technol 2020. [DOI: 10.1111/ijfs.14711] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Affiliation(s)
- Jorge Luna
- CGIAR Research Program on Roots Tubers and Bananas (RTB). The Alliance of Bioversity International and the International Center for Tropical Agriculture (CIAT) Apartado Aéreo 6713 Cali Colombia
| | - Dominique Dufour
- CGIAR Research Program on Roots Tubers and Bananas (RTB). The Alliance of Bioversity International and the International Center for Tropical Agriculture (CIAT) Apartado Aéreo 6713 Cali Colombia
- CIRAD UMR QUALISUD 73 rue JF Breton MontpellierF‐34398France
- Qualisud Univ Montpellier CIRAD Montpellier SupAgro Univ d'Avignon Univ de La Réunion Montpellier France
- CIRAD UMR QUALISUD AA6713 Cali Colombia
| | - Thierry Tran
- CGIAR Research Program on Roots Tubers and Bananas (RTB). The Alliance of Bioversity International and the International Center for Tropical Agriculture (CIAT) Apartado Aéreo 6713 Cali Colombia
- Qualisud Univ Montpellier CIRAD Montpellier SupAgro Univ d'Avignon Univ de La Réunion Montpellier France
- CIRAD UMR QUALISUD AA6713 Cali Colombia
| | - Mónica Pizarro
- CGIAR Research Program on Roots Tubers and Bananas (RTB). The Alliance of Bioversity International and the International Center for Tropical Agriculture (CIAT) Apartado Aéreo 6713 Cali Colombia
| | - Fernando Calle
- CGIAR Research Program on Roots Tubers and Bananas (RTB). The Alliance of Bioversity International and the International Center for Tropical Agriculture (CIAT) Apartado Aéreo 6713 Cali Colombia
| | - Moralba García Domínguez
- CGIAR Research Program on Roots Tubers and Bananas (RTB). The Alliance of Bioversity International and the International Center for Tropical Agriculture (CIAT) Apartado Aéreo 6713 Cali Colombia
| | - Iván M. Hurtado
- CGIAR Research Program on Roots Tubers and Bananas (RTB). The Alliance of Bioversity International and the International Center for Tropical Agriculture (CIAT) Apartado Aéreo 6713 Cali Colombia
| | - Teresa Sánchez
- CGIAR Research Program on Roots Tubers and Bananas (RTB). The Alliance of Bioversity International and the International Center for Tropical Agriculture (CIAT) Apartado Aéreo 6713 Cali Colombia
| | - Hernán Ceballos
- CGIAR Research Program on Roots Tubers and Bananas (RTB). The Alliance of Bioversity International and the International Center for Tropical Agriculture (CIAT) Apartado Aéreo 6713 Cali Colombia
| |
Collapse
|
13
|
Zhao H, Zhong S, Sang L, Zhang X, Chen Z, Wei Q, Chen G, Liu J, Yu Y. PaACL silencing accelerates flower senescence and changes the proteome to maintain metabolic homeostasis in Petunia hybrida. JOURNAL OF EXPERIMENTAL BOTANY 2020; 71:4858-4876. [PMID: 32364241 PMCID: PMC7475263 DOI: 10.1093/jxb/eraa208] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/16/2020] [Accepted: 04/25/2020] [Indexed: 06/07/2023]
Abstract
Cytosolic acetyl-CoA is an intermediate of the synthesis of most secondary metabolites and the source of acetyl for protein acetylation. The formation of cytosolic acetyl-CoA from citrate is catalysed by ATP-citrate lyase (ACL). However, the function of ACL in global metabolite synthesis and global protein acetylation is not well known. Here, four genes, PaACLA1, PaACLA2, PaACLB1, and PaACLB2, which encode the ACLA and ACLB subunits of ACL in Petunia axillaris, were identified as the same sequences in Petunia hybrida 'Ultra'. Silencing of PaACLA1-A2 and PaACLB1-B2 led to abnormal leaf and flower development, reduced total anthocyanin content, and accelerated flower senescence in petunia 'Ultra'. Metabolome and acetylome analysis revealed that PaACLB1-B2 silencing increased the content of many downstream metabolites of acetyl-CoA metabolism and the levels of acetylation of many proteins in petunia corollas. Mechanistically, the metabolic stress induced by reduction of acetyl-CoA in PaACL-silenced petunia corollas caused global and specific changes in the transcriptome, the proteome, and the acetylome, with the effect of maintaining metabolic homeostasis. In addition, the global proteome and acetylome were negatively correlated under acetyl-CoA deficiency. Together, our results suggest that ACL acts as an important metabolic regulator that maintains metabolic homeostasis by promoting changes in the transcriptome, proteome. and acetylome.
Collapse
Affiliation(s)
- Huina Zhao
- College of Horticulture, South China Agricultural University, Guangzhou, China
- Guangdong Key Laboratory for Innovative Development and Utilization of Forest Plant Germplasm, College of Forestry and Landscape Architecture, South China Agricultural University, Guangzhou, China
- Lingnan Guangdong Laboratory of Modern Agriculture, Guangzhou, China
| | - Shiwei Zhong
- Guangdong Key Laboratory for Innovative Development and Utilization of Forest Plant Germplasm, College of Forestry and Landscape Architecture, South China Agricultural University, Guangzhou, China
| | - Lina Sang
- College of Horticulture, South China Agricultural University, Guangzhou, China
| | - Xinyou Zhang
- Guangdong Key Laboratory for Innovative Development and Utilization of Forest Plant Germplasm, College of Forestry and Landscape Architecture, South China Agricultural University, Guangzhou, China
| | - Zeyu Chen
- Guangdong Key Laboratory for Innovative Development and Utilization of Forest Plant Germplasm, College of Forestry and Landscape Architecture, South China Agricultural University, Guangzhou, China
| | - Qian Wei
- Guangdong Key Laboratory for Innovative Development and Utilization of Forest Plant Germplasm, College of Forestry and Landscape Architecture, South China Agricultural University, Guangzhou, China
| | - Guoju Chen
- College of Horticulture, South China Agricultural University, Guangzhou, China
| | - Juanxu Liu
- Guangdong Key Laboratory for Innovative Development and Utilization of Forest Plant Germplasm, College of Forestry and Landscape Architecture, South China Agricultural University, Guangzhou, China
| | - Yixun Yu
- Guangdong Key Laboratory for Innovative Development and Utilization of Forest Plant Germplasm, College of Forestry and Landscape Architecture, South China Agricultural University, Guangzhou, China
- Lingnan Guangdong Laboratory of Modern Agriculture, Guangzhou, China
| |
Collapse
|
14
|
Suppression of chorismate synthase, which is localized in chloroplasts and peroxisomes, results in abnormal flower development and anthocyanin reduction in petunia. Sci Rep 2020; 10:10846. [PMID: 32616740 PMCID: PMC7331636 DOI: 10.1038/s41598-020-67671-6] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/20/2020] [Accepted: 06/12/2020] [Indexed: 12/18/2022] Open
Abstract
In plants, the shikimate pathway generally occurs in plastids and leads to the biosynthesis of aromatic amino acids. Chorismate synthase (CS) catalyses the last step of the conversion of 5-enolpyruvylshikimate 3-phosphate (EPSP) to chorismate, but the role of CS in the metabolism of higher plants has not been reported. In this study, we found that PhCS, which is encoded by a single-copy gene in petunia (Petunia hybrida), contains N-terminal plastidic transit peptides and peroxisomal targeting signals. Green fluorescent protein (GFP) fusion protein assays revealed that PhCS was localized in chloroplasts and, unexpectedly, in peroxisomes. Petunia plants with reduced PhCS activity were generated through virus-induced gene silencing and further characterized. PhCS silencing resulted in reduced CS activity, severe growth retardation, abnormal flower and leaf development and reduced levels of folate and pigments, including chlorophylls, carotenoids and anthocyanins. A widely targeted metabolomics analysis showed that most primary and secondary metabolites were significantly changed in pTRV2-PhCS-treated corollas. Overall, the results revealed a clear connection between primary and specialized metabolism related to the shikimate pathway in petunia.
Collapse
|
15
|
Gupta S, Rosenthal DM, Stinchcombe JR, Baucom RS. The remarkable morphological diversity of leaf shape in sweet potato (Ipomoea batatas): the influence of genetics, environment, and G×E. THE NEW PHYTOLOGIST 2020; 225:2183-2195. [PMID: 31652341 DOI: 10.1111/nph.16286] [Citation(s) in RCA: 16] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/29/2019] [Accepted: 10/19/2019] [Indexed: 06/10/2023]
Abstract
Leaf shape, a spectacularly diverse plant trait, varies across taxonomic levels, geography and in response to environmental differences. However, comprehensive intraspecific analyses of leaf shape variation across variable environments is surprisingly absent. Here, we performed a multilevel analysis of leaf shape using diverse accessions of sweet potato (Ipomoea batatas), and uncovered the role of genetics, environment, and G×E on this important trait. We examined leaf shape using a variety of morphometric analyses, and complement this with a transcriptomic survey to identify gene expression changes associated with shape variation. Additionally, we examined the role of genetics and environment on leaf shape by performing field studies in two geographically separate common gardens. We showed that extensive leaf shape variation exists within I. batatas, and identified promising candidate genes associated with this variation. Interestingly, when considering traditional measures, we found that genetic factors are largely responsible for most of leaf shape variation, but that the environment is highly influential when using more quantitative measures via leaf outlines. This extensive and multilevel examination of leaf shape shows an important role of genetics underlying a potentially important agronomic trait, and highlights that the environment can be a strong influence when using more quantitative measures of leaf shape.
Collapse
Affiliation(s)
- Sonal Gupta
- Department of Ecology and Evolutionary Biology, University of Michigan, Ann Arbor, MI, 48105, USA
| | - David M Rosenthal
- Department of Environmental and Plant Biology, Ohio University, Athens, OH, 45701, USA
| | - John R Stinchcombe
- Department of Ecology and Evolutionary Biology, University of Toronto, Toronto, ON, M5S 3B2, Canada
| | - Regina S Baucom
- Department of Ecology and Evolutionary Biology, University of Michigan, Ann Arbor, MI, 48105, USA
| |
Collapse
|
16
|
Duan C, Mao T, Sun S, Guo X, Guo L, Huang L, Wang Z, Zhang Y, Li M, Sheng Y, Yi Y, Liu J, Zhang H, Zhang J. Constitutive expression of GmF6'H1 from soybean improves salt tolerance in transgenic Arabidopsis. PLANT PHYSIOLOGY AND BIOCHEMISTRY : PPB 2019; 141:446-455. [PMID: 31247427 DOI: 10.1016/j.plaphy.2019.06.027] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/08/2019] [Revised: 05/31/2019] [Accepted: 06/19/2019] [Indexed: 06/09/2023]
Abstract
Coumarin plays a pivotal role in plant response to biotic stress, as well as in the mediation of nutrient acquisition. However, its functions in response to abiotic stresses are largely unknown. In this work, a homologous gene, GmF6'H1, of AtF6'H1, which encodes the enzyme catalyzing the final rate-limiting step in the biosynthesis pathway of coumarin, was isolated from soybean. GmF6'H1 protein shares very high amino acid identity with AtF6'H1, and expression of GmF6'H1 in atf6'h1 can successfully restore the decreased coumarin production in the T-DNA insertion mutant. Further study revealed that the expression of GmF6'H1 in soybean was remarkably induced by salt stress. Constitutive expression of GmF6'H1 in Arabidopsis, driven by 35S promoter, significantly enhanced the resistance to salt of transgenic Arabidopsis. All these results suggest that GmF6'H1 can be used as a potential candidate gene for the engineering of plants with improved resistance to both biotic and abiotic stresses.
Collapse
Affiliation(s)
- Chunli Duan
- College of Agriculture, Ludong University, Yantai, China; College of Life Sciences, Qingdao Agricultural University, Qingdao, China
| | - Tingting Mao
- College of Agriculture, Ludong University, Yantai, China
| | - Shenqing Sun
- College of Agriculture, Ludong University, Yantai, China
| | - Xianjun Guo
- College of Environment and Materials Engineering, Yantai University, Yantai, China
| | - Laixian Guo
- College of Agriculture, Ludong University, Yantai, China
| | - Lilong Huang
- College of Agriculture, Ludong University, Yantai, China
| | - Zixuan Wang
- College of Agriculture, Ludong University, Yantai, China
| | - Yan Zhang
- College of Agriculture, Ludong University, Yantai, China
| | - Miao Li
- College of Agriculture, Ludong University, Yantai, China
| | - Yuting Sheng
- College of Agriculture, Ludong University, Yantai, China
| | - Yanjun Yi
- College of Life Sciences, Qingdao Agricultural University, Qingdao, China
| | - Jiayao Liu
- College of Life Sciences, Qingdao Agricultural University, Qingdao, China
| | - Hongxia Zhang
- College of Agriculture, Ludong University, Yantai, China
| | - Juan Zhang
- College of Agriculture, Ludong University, Yantai, China.
| |
Collapse
|
17
|
Su WH, Sun DW. Advanced Analysis of Roots and Tubers by Hyperspectral Techniques. ADVANCES IN FOOD AND NUTRITION RESEARCH 2018; 87:255-303. [PMID: 30678816 DOI: 10.1016/bs.afnr.2018.07.003] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/26/2023]
Abstract
Hyperspectral techniques in terms of spectroscopy and hyperspectral imaging have become reliable analytical tools to effectively describe quality attributes of roots and tubers (such as potato, sweet potato, cassava, yam, taro, and sugar beet). In addition to the ability for obtaining rapid information about food external or internal defects including sprout, bruise, and hollow heart, and identifying different grades of food quality, such techniques have also been implemented to determine physical properties (such as color, texture, and specific gravity) and chemical constituents (such as protein, vitamins, and carotenoids) in root and tuber products with avoidance of extensive sample preparation. Developments of related quality evaluation systems based on hyperspectral data that determine food quality parameters would bring about economic and technical values to the food industry. Consequently, a comprehensive review of hyperspectral literature is carried out in this chapter. The spectral data acquired, the multivariate statistical methods used, and the main breakthroughs of recent studies on quality determinations of root and tuber products are discussed and summarized. The conclusion elaborates the promise of how hyperspectral techniques can be applied for non-invasive and rapid evaluations of tuber quality properties.
Collapse
Affiliation(s)
- Wen-Hao Su
- Food Refrigeration and Computerised Food Technology (FRCFT), School of Biosystems and Food Engineering, Agriculture & Food Science Centre, University College Dublin (UCD), National University of Ireland, Dublin, Ireland
| | - Da-Wen Sun
- Food Refrigeration and Computerised Food Technology (FRCFT), School of Biosystems and Food Engineering, Agriculture & Food Science Centre, University College Dublin (UCD), National University of Ireland, Dublin, Ireland.
| |
Collapse
|