1
|
Sun Y, Chen J, Zhu L. Phthalate esters decreased nutritional value of rice grains via redirecting glycolytic carbon flow from grain quality formation toward antioxidative defense. JOURNAL OF HAZARDOUS MATERIALS 2025; 488:137358. [PMID: 39884038 DOI: 10.1016/j.jhazmat.2025.137358] [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: 11/28/2024] [Revised: 01/02/2025] [Accepted: 01/22/2025] [Indexed: 02/01/2025]
Abstract
The prevalence and persistence of phthalate esters (PAEs) in agricultural soils has garnered global attention. Assessing their potential impacts on crop yield and quality necessitates a thorough understanding of their risks. In this study, we elucidated the carbon flow-dependent mechanisms of the decreased grain quality upon exposure to PAEs through a soil-based rice cultivation experiment. Combining metabolomics and transcriptomics methods, our findings revealed that the glycolytic intermediates derived from sucrose breakdown preferentially flowed towards amino acid synthesis, rather than starch and fatty acid synthesis under exposure to dibutyl phthalate (DBP) or di(2-ethylhexyl) phthalate (DEHP). This redirection led to decreased levels of starch (by 14-23 %) and fatty acids (by 10-40 %) in the grains. Notably, the increased amino acids primarily served as antioxidants to mitigate DBP and DEHP stresses, rather than enhancing protein quality. Consequently, a reduction in protein levels by 5.7-38 % was observed. Moreover, our study pinpointed glucose-6-phosphate, a common precursor for amino acids, fatty acids, and starch synthesis, as the crucial branching node in glycolysis that redirected this carbon flow. This study offers a new perspective for evaluating the ecological risks associated with PAEs, paving the way for future research and interventions to mitigate their adverse effects on crops.
Collapse
Affiliation(s)
- Yingying Sun
- College of Environmental and Resource Sciences, Zhejiang University, Hangzhou, Zhejiang 310058, China; Zhejiang Provincial Key Laboratory of Organic Pollution Process and Control, Hangzhou, Zhejiang 310058, China
| | - Jie Chen
- College of Environmental and Resource Sciences, Zhejiang University, Hangzhou, Zhejiang 310058, China; Zhejiang Provincial Key Laboratory of Organic Pollution Process and Control, Hangzhou, Zhejiang 310058, China; Innovation Center of Yangtze River Delta, Zhejiang University, Jiashan, Zhejiang 314100, China; Zhejiang Ecological Civilization Academy, Anji, Anji, Zhejiang 313300, China.
| | - Lizhong Zhu
- College of Environmental and Resource Sciences, Zhejiang University, Hangzhou, Zhejiang 310058, China; Zhejiang Provincial Key Laboratory of Organic Pollution Process and Control, Hangzhou, Zhejiang 310058, China
| |
Collapse
|
2
|
Lau D, Donnellan L, Harris JC, Hayes JE, Croser J, Hoffmann P. Proteomic and lipidomic analyses reveal novel molecular insights into oat (Avena sativa L.) lipid regulation and crosstalk with starch synthesis during grain development. Int J Biol Macromol 2025; 306:141305. [PMID: 39984082 DOI: 10.1016/j.ijbiomac.2025.141305] [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: 12/18/2024] [Revised: 01/28/2025] [Accepted: 02/18/2025] [Indexed: 02/23/2025]
Abstract
Grain development influences the composition of oat (Avena sativa L.), which impacts the nutritional and processing value of the grains. This study explored the molecular mechanisms underlying oat grain development in two oat varieties - Bannister (10.0 % oil) and Bilby (7.5 % oil), with a focus on lipid biosynthesis, which has not been previously studied at protein level. Matrix-assisted laser desorption and ionisation mass spectrometry imaging (MALDI-MSI) of developing grains revealed oil distribution within the developing endosperm, where starch is also expected to accumulate. Shotgun lipidomics and proteomics were performed throughout development (from 4 to 20 days after pollination (DAP) and at maturity) to examine the temporal dynamics of lipid biosynthesis. More than 4500 protein groups were identified. Clustering of proteins based on their temporal expression patterns revealed the upregulation of major synthesis pathways from 8 DAP onwards, marking a critical stage in oat grain development. Triacylglycerol (TG) abundances strongly correlated with the expressions of enzymes involved in fatty acid synthesis (FAS), highlighting a bottleneck pathway in oat oil synthesis. Bannister displayed higher glycerolipid accumulation than Bilby, which was linked to the upregulation of enzymes in FAS and TG assembly pathways. Differences in the levels of lipid and starch synthesis enzymes between the two varieties exemplified a possible divergence in metabolic priorities during seed development. These findings provide insights into the regulation of lipid synthesis pathways in oats and lay a foundation for future studies investigating factors influencing grain composition to meet the future needs of an expanding industry.
Collapse
Affiliation(s)
- Darren Lau
- UniSA Clinical and Health Sciences, Health and Biomedical Innovation, University of South Australia, Adelaide 5000, South Australia, Australia.
| | - Leigh Donnellan
- UniSA Clinical and Health Sciences, Health and Biomedical Innovation, University of South Australia, Adelaide 5000, South Australia, Australia.
| | - John C Harris
- South Australian Research and Development Institute, Department of Primary Industries and Regions, Adelaide 5000, South Australia, Australia.
| | - Julie E Hayes
- Waite Research Institute, School of Agriculture, Food and Wine, The University of Adelaide, Waite Campus, Adelaide, South Australia 5064, Australia.
| | - Janine Croser
- South Australian Research and Development Institute, Department of Primary Industries and Regions, Adelaide 5000, South Australia, Australia; Waite Research Institute, School of Agriculture, Food and Wine, The University of Adelaide, Waite Campus, Adelaide, South Australia 5064, Australia.
| | - Peter Hoffmann
- UniSA Clinical and Health Sciences, Health and Biomedical Innovation, University of South Australia, Adelaide 5000, South Australia, Australia.
| |
Collapse
|
3
|
Ding Z, Fu L, Chen G, Yan Y, Tie W, Meng X, Yang J, Qiu X, Zhang J, Hu W. Coordinated transcriptional regulation of carbohydrate-related pathways contributes to the difference of starch accumulation between starchy cassava and sugary cassava. Carbohydr Polym 2025; 354:123314. [PMID: 39978918 DOI: 10.1016/j.carbpol.2025.123314] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/27/2024] [Revised: 01/22/2025] [Accepted: 01/23/2025] [Indexed: 02/22/2025]
Abstract
Cassava is a significant starchy root crop providing staple foods for millions of people globally. However, the metabolic differences and regulatory mechanisms underlying starch accumulation remain largely elusive in cassava. In this work, scanning electron microscopy, metabolome, and transcriptome were analyzed in parallel between starchy cassava (SC205) and sugary cassava (SM) during storage root (SR) development. Many carbohydrate-related metabolites (including fructose-6-phosphate and glucose-6-phosphate) were differentially accumulated between SC205 and SM. Further analysis unveiled coordinated metabolomic and transcriptomic changes in sucrose and starch metabolism, glycolysis and TCA cycle, lipid metabolism, and lignin and flavonoid biosynthesis during SR development, but with distinct abundance patterns between SC205 and SM. Specifically, bZIP2 could directly bind to the promoters of APL1, ISA1, and GBSS1 and promote their expression levels in SC205, but these interactions were absent in SM. Transient silencing of APL1, ISA1, or GBSS1 resulted in significant decreases in starch contents. Transient silencing of bZIP2 suppressed the expression of APL1, ISA1, and GBSS1, and accordingly, decreased the starch contents. These results suggest a crucial contribution of coordinated regulation of carbohydrate-related pathways/genes to the difference of starch accumulation between starchy cassava and sugary cassava, providing useful information for starch improvement in the future.
Collapse
Affiliation(s)
- Zehong Ding
- National Key Laboratory for Tropical Crop Breeding, Key Laboratory of Biology and Genetic Resources of Tropical Crops, Institute of Tropical Bioscience and Biotechnology, Sanya Research Institute, Coconut Research Institute, Chinese Academy of Tropical Agricultural Sciences, Haikou, China; Hainan Seed Industry Laboratory, SanYa, China; Hainan Key Laboratory for Protection and Utilization of Tropical Bioresources, Hainan Institute for Tropical Agricultural Resources, Chinese Academy of Tropical Agricultural Sciences, Haikou, China.
| | - Lili Fu
- National Key Laboratory for Tropical Crop Breeding, Key Laboratory of Biology and Genetic Resources of Tropical Crops, Institute of Tropical Bioscience and Biotechnology, Sanya Research Institute, Coconut Research Institute, Chinese Academy of Tropical Agricultural Sciences, Haikou, China; Hainan Key Laboratory for Protection and Utilization of Tropical Bioresources, Hainan Institute for Tropical Agricultural Resources, Chinese Academy of Tropical Agricultural Sciences, Haikou, China.
| | - Ganlu Chen
- National Key Laboratory for Tropical Crop Breeding, Key Laboratory of Biology and Genetic Resources of Tropical Crops, Institute of Tropical Bioscience and Biotechnology, Sanya Research Institute, Coconut Research Institute, Chinese Academy of Tropical Agricultural Sciences, Haikou, China; Hainan Key Laboratory for Protection and Utilization of Tropical Bioresources, Hainan Institute for Tropical Agricultural Resources, Chinese Academy of Tropical Agricultural Sciences, Haikou, China; College of Agriculture, Yangtze University, Jingzhou, Hubei, China.
| | - Yan Yan
- National Key Laboratory for Tropical Crop Breeding, Key Laboratory of Biology and Genetic Resources of Tropical Crops, Institute of Tropical Bioscience and Biotechnology, Sanya Research Institute, Coconut Research Institute, Chinese Academy of Tropical Agricultural Sciences, Haikou, China; Hainan Key Laboratory for Protection and Utilization of Tropical Bioresources, Hainan Institute for Tropical Agricultural Resources, Chinese Academy of Tropical Agricultural Sciences, Haikou, China.
| | - Weiwei Tie
- National Key Laboratory for Tropical Crop Breeding, Key Laboratory of Biology and Genetic Resources of Tropical Crops, Institute of Tropical Bioscience and Biotechnology, Sanya Research Institute, Coconut Research Institute, Chinese Academy of Tropical Agricultural Sciences, Haikou, China; Hainan Key Laboratory for Protection and Utilization of Tropical Bioresources, Hainan Institute for Tropical Agricultural Resources, Chinese Academy of Tropical Agricultural Sciences, Haikou, China.
| | - Xianwei Meng
- National Key Laboratory for Tropical Crop Breeding, Key Laboratory of Biology and Genetic Resources of Tropical Crops, Institute of Tropical Bioscience and Biotechnology, Sanya Research Institute, Coconut Research Institute, Chinese Academy of Tropical Agricultural Sciences, Haikou, China.
| | - Jinghao Yang
- National Key Laboratory for Tropical Crop Breeding, Key Laboratory of Biology and Genetic Resources of Tropical Crops, Institute of Tropical Bioscience and Biotechnology, Sanya Research Institute, Coconut Research Institute, Chinese Academy of Tropical Agricultural Sciences, Haikou, China; Hainan Key Laboratory for Protection and Utilization of Tropical Bioresources, Hainan Institute for Tropical Agricultural Resources, Chinese Academy of Tropical Agricultural Sciences, Haikou, China.
| | - Xianjin Qiu
- College of Agriculture, Yangtze University, Jingzhou, Hubei, China.
| | - Jiaming Zhang
- National Key Laboratory for Tropical Crop Breeding, Key Laboratory of Biology and Genetic Resources of Tropical Crops, Institute of Tropical Bioscience and Biotechnology, Sanya Research Institute, Coconut Research Institute, Chinese Academy of Tropical Agricultural Sciences, Haikou, China; Hainan Key Laboratory for Protection and Utilization of Tropical Bioresources, Hainan Institute for Tropical Agricultural Resources, Chinese Academy of Tropical Agricultural Sciences, Haikou, China.
| | - Wei Hu
- National Key Laboratory for Tropical Crop Breeding, Key Laboratory of Biology and Genetic Resources of Tropical Crops, Institute of Tropical Bioscience and Biotechnology, Sanya Research Institute, Coconut Research Institute, Chinese Academy of Tropical Agricultural Sciences, Haikou, China; Hainan Key Laboratory for Protection and Utilization of Tropical Bioresources, Hainan Institute for Tropical Agricultural Resources, Chinese Academy of Tropical Agricultural Sciences, Haikou, China.
| |
Collapse
|
4
|
Saha S, Xaxa DS, Ghosh SK, Maiti MK. Enhanced accumulation of important bioproducts in Chlorella vulgaris through AGPase gene silencing coupled with polyethylene glycol treatment. J Biotechnol 2025; 403:81-92. [PMID: 40222633 DOI: 10.1016/j.jbiotec.2025.04.007] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/18/2024] [Revised: 03/13/2025] [Accepted: 04/09/2025] [Indexed: 04/15/2025]
Abstract
Microalgae with rapid growth rate, ability to be cultivated in non-agricultural land, and producing numerous bioactive compounds have attracted attention for biofuel production and extraction of valuable co-products. This work focuses on the development of an industrially viable Chlorella vulgaris strain more suitable for biorefinery by downregulating the ADP-glucose pyrophosphorylase (AGPase) enzyme involved in starch biosynthesis. Transgenic lines of C. vulgaris generated through RNA interference (RNAi) demonstrated diminished starch content with an average of 6.7 % (dry cell weight, DCW) from 10 % (DCW) in the untransformed control, after 5 days of shake flask culture in tris acetate phosphate medium with 16 h:8 h light:dark cycle. Under the same growth condition, the total carbohydrate content decreased by an average of 23.5 %, while the lipid content and carotenoid level improved by an average of 19.3 % and 23 %, respectively, in the RNAi lines compared to the control. RNAi lines showed a higher yield of other important co-products, like protein and exopolysaccharide by an average of 30.6 % and 19.6 %, respectively, compared to the control. Interestingly, when polyethylene glycol (PEG) 6000 (0.5 % w/v) was supplemented in the culture medium of C. vulgaris grown till mid-log phase, RNAi lines along with the untransformed control exhibited enhanced level of valuable metabolites after 7 days of PEG treatment. The average carotenoid content of 25.5 μg/mg was recorded in PEG-treated RNAi lines compared to 15.34 μg/mg in PEG-untreated untransformed control alga. Under the similar growth condition, the average lipid content increased to 22.5 % (DCW) in PEG-treated RNAi lines compared to 16.28 % (DCW) in PEG-untreated untransformed control. Overall, the study encompasses use of genetic engineering tool in combination with the application of biochemical modulator PEG to divert the carbon flux from starch biosynthesis towards improved production of important metabolites in microalga.
Collapse
Affiliation(s)
- Sumedha Saha
- Advanced Laboratory for Plant Genetic Engineering, Advanced Technology Development Centre, Indian Institute of Technology Kharagpur, Kharagpur 721302, India
| | - Delrin Shaina Xaxa
- Department of Bioscience and Biotechnology, Indian Institute of Technology Kharagpur, Kharagpur 721302, India
| | - Sudip K Ghosh
- Advanced Laboratory for Plant Genetic Engineering, Advanced Technology Development Centre, Indian Institute of Technology Kharagpur, Kharagpur 721302, India; Department of Bioscience and Biotechnology, Indian Institute of Technology Kharagpur, Kharagpur 721302, India
| | - Mrinal K Maiti
- Advanced Laboratory for Plant Genetic Engineering, Advanced Technology Development Centre, Indian Institute of Technology Kharagpur, Kharagpur 721302, India; Department of Bioscience and Biotechnology, Indian Institute of Technology Kharagpur, Kharagpur 721302, India.
| |
Collapse
|
5
|
Kimberlin AN, Mahmud S, Holtsclaw RE, Walker A, Conrad K, Morley SA, Welti R, Allen DK, Koo AJ. Inducible expression of DEFECTIVE IN ANTHER DEHISCENCE 1 enhances triacylglycerol accumulation and lipid droplet formation in vegetative tissues. THE PLANT JOURNAL : FOR CELL AND MOLECULAR BIOLOGY 2025; 121:e70088. [PMID: 40052427 PMCID: PMC11886949 DOI: 10.1111/tpj.70088] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 09/06/2024] [Revised: 02/13/2025] [Accepted: 02/24/2025] [Indexed: 03/10/2025]
Abstract
Bioengineering efforts to increase oil in non-storage vegetative tissues, which constitute the majority of plant biomass, are promising sustainable sources of renewable fuels and feedstocks. While plants typically do not accumulate significant amounts of triacylglycerol (TAG) in vegetative tissues, we report here that the expression of a plastid-localized phospholipase A1 protein, DEFECTIVE IN ANTHER DEHISCENCE1 (DAD1), led to a substantial increase in leaf TAG in Arabidopsis. Using an inducible system to control DAD1 expression circumvented growth penalties associated with overexpressing DAD1 and resulted in a rapid burst of TAG within several hours. The increase of TAG was accompanied by the formation of oil bodies in the leaves, petioles, and stems, but not in the roots. Lipid analysis indicated that the increase in TAG was negatively correlated with plastidial galactolipid concentration. The fatty acid (FA) composition of TAG predominantly consisted of 18:3. Expression of DAD1 in the fad3fad7fad8 mutant, devoid of 18:3, resulted in comparable TAG accumulation with 18:2 as the major FA constituent, reflecting the flexible in vivo substrate use of DAD1. The transient expression of either Arabidopsis DAD1 or Nicotiana benthamiana DAD1 (NbDAD1) in N. benthamiana leaves stimulated the accumulation of TAG. Similarly, transgenic soybeans expressing Arabidopsis DAD1 exhibited an accumulation of TAG in the leaves, showcasing the biotechnological potential of this technology. In summary, inducible expression of a plastidial lipase resulted in enhanced oil production in vegetative tissues, extending our understanding of lipid remodeling mediated by DAD1 and offering a valuable tool for metabolic engineering.
Collapse
Affiliation(s)
- Athen N. Kimberlin
- Department of BiochemistryUniversity of MissouriColumbiaMissouri65211USA
- Present address:
Aldevron LLCMadisonWisconsin53719USA
| | - Sakil Mahmud
- Department of BiochemistryUniversity of MissouriColumbiaMissouri65211USA
- Present address:
Department of Agriculture and Environmental SciencesLincoln UniversityJefferson CityMissouri65101USA
| | - Rebekah E. Holtsclaw
- Department of BiochemistryUniversity of MissouriColumbiaMissouri65211USA
- Present address:
Rubi LaboratoriesAlamedaCalifornia94502USA
| | - Alexie Walker
- Department of BiochemistryUniversity of MissouriColumbiaMissouri65211USA
| | - Kristyn Conrad
- Department of BiochemistryUniversity of MissouriColumbiaMissouri65211USA
| | | | - Ruth Welti
- Division of BiologyKansas State UniversityManhattanKansas66506USA
| | - Doug K. Allen
- Donald Danforth Plant Science CenterSt. LouisMissouri63132USA
- USDA‐ARSSt. LouisMissouri63132USA
| | - Abraham J. Koo
- Department of BiochemistryUniversity of MissouriColumbiaMissouri65211USA
| |
Collapse
|
6
|
Zhang H, Zhu Z, Di Y, Luo J, Su X, Shen Y, Liu Q, Liu T, Xu X. Understanding the triacylglycerol-based carbon anabolic differentiation in Cyperus esculentus and Cyperus rotundus developing tubers via transcriptomic and metabolomic approaches. BMC PLANT BIOLOGY 2024; 24:1269. [PMID: 39731027 DOI: 10.1186/s12870-024-05999-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/09/2024] [Accepted: 12/18/2024] [Indexed: 12/29/2024]
Abstract
BACKGROUND Yellow nutsedge (Cyperus esculentus, known as 'YouShaDou' in China, YSD) and purple nutsedge (Cyperus rotundus, known as 'XiangFuZi' in China, XFZ), closely related Cyperaceae species, exhibit significant differences in triacylglycerol (TAG) accumulation within their tubers, a key factor in carbon flux repartitioning that highly impact the total lipid, carbohydrate and protein metabolisms. Previous studies have attempted to elucidate the carbon anabolic discrepancies between these two species, however, a lack of comprehensive genome-wide annotation has hindered a detailed understanding of the underlying molecular mechanisms. RESULTS This study utilizes transcriptomic analyses, supported by a comprehensive YSD reference genome, and metabolomic profiling to uncover the mechanisms underlying the major carbon perturbations between the developing tubers of YSD and XFZ germplasms harvested in Yunnan province, China, where the plant biodiveristy is renowned worldwide and may contain more genetic variations relative to their counterparts in other places. Our findings indicate distinct expression patterns of key regulatory genes involved in TAG biosynthesis and lipid droplet formation, including transcriptional factors and structural genes such as ABI3 transcriptional factor, rate-limiting enzymes GPAT3/6/9 and DGAT2/3, and oleosin and caleosin homologs. Furthermore, our omics data suggest that these differences in gene expression are not the sole contributors to the diverse tuber compositions. Instead, complex interactions among highly regulated catalytic reactions, governing carbohydrate, protein, and species-specific metabolite metabolisms, such as starch and sucrose metabolic pathways, flavonoid and amino acids biosynthetic pathways, collectively contribute to the pronounced carbon anabolic differentiation primarily evident in TAG accumulation, as well as the starch properties in mature tubers. CONCLUSION This study offers new metabolic insights into the high-value underground non-photosynthetic tissues of Cyperaceae species, which harbors not only high biomass productivity but also abundant nutrients as favorable food or industrial sources in the modern agriculture. The detailed omics analyses aim to deepen our understanding of the Cyperaceae species, which may potentially broaden their application values and facilitate the molecular breeding of better varieties to ameliorate the food safety problem.
Collapse
Affiliation(s)
- Honglin Zhang
- College of Agronomy and Biotechnology, Key Laboratory for Crop Production and Smart Agriculture of Yunnan Province, Yunnan Agricultural University, Kunming, 650201, China
| | - Zhitao Zhu
- Department of Laboratory Animal Science, Fudan University, Shanghai, 200433, China
| | - Yining Di
- College of Resources and Environment, Yunnan Agricultural University, Kunming, 650201, China
| | - Jixun Luo
- School of Life Sciences, Huzhou University, Huzhou, 313000, Zhejiang, China
| | - Xianyue Su
- College of Agronomy and Biotechnology, Key Laboratory for Crop Production and Smart Agriculture of Yunnan Province, Yunnan Agricultural University, Kunming, 650201, China
| | - Yong Shen
- College of Agronomy and Biotechnology, Key Laboratory for Crop Production and Smart Agriculture of Yunnan Province, Yunnan Agricultural University, Kunming, 650201, China
| | - Qing Liu
- Jiangsu Academy of Agricultural Science, Nanjing, 210014, China.
| | - Tao Liu
- College of Agronomy and Biotechnology, Key Laboratory for Crop Production and Smart Agriculture of Yunnan Province, Yunnan Agricultural University, Kunming, 650201, China.
| | - Xiaoyu Xu
- College of Agronomy and Biotechnology, Key Laboratory for Crop Production and Smart Agriculture of Yunnan Province, Yunnan Agricultural University, Kunming, 650201, China.
| |
Collapse
|
7
|
Ahmad D, Ying Y, Bao J. Understanding starch biosynthesis in potatoes for metabolic engineering to improve starch quality: A detailed review. Carbohydr Polym 2024; 346:122592. [PMID: 39245484 DOI: 10.1016/j.carbpol.2024.122592] [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: 06/22/2024] [Revised: 07/27/2024] [Accepted: 08/06/2024] [Indexed: 09/10/2024]
Abstract
Potato tubers accumulate substantial quantities of starch, which serves as their primary energy reserve. As the predominant component of potato tubers, starch strongly influences tuber yield, processing quality, and nutritional attributes. Potato starch is distinguished from other food starches by its unique granule morphology and compositional attributes. It possesses large, oval granules with amylose content ranging from 20 to 33 % and high phosphorus levels, which collectively determine the unique physicochemical characteristics. These physicochemical properties direct the utility of potato starch across diverse food and industrial applications. This review synthesizes current knowledge on the molecular factors controlling potato starch biosynthesis and structure-function relationships. Key topics covered are starch granule morphology, the roles and regulation of major biosynthetic enzymes, transcriptional and hormonal control, genetic engineering strategies, and opportunities to tailor starch functionality. Elucidating the contributions of different enzymes in starch biosynthesis has enabled targeted modification of potato starch composition and properties. However, realizing the full potential of this knowledge faces challenges in optimizing starch quality without compromising plant vigor and yield. Overall, integrating multi-omics datasets with advanced genetic and metabolic engineering tools can facilitate the development of elite cultivars with enhanced starch yield and tailored functionalities.
Collapse
Affiliation(s)
- Daraz Ahmad
- Institute of Nuclear Agricultural Sciences, College of Agriculture and Biotechnology, Zhejiang University, Hangzhou 310058, China
| | - Yining Ying
- Institute of Nuclear Agricultural Sciences, College of Agriculture and Biotechnology, Zhejiang University, Hangzhou 310058, China
| | - Jinsong Bao
- Institute of Nuclear Agricultural Sciences, College of Agriculture and Biotechnology, Zhejiang University, Hangzhou 310058, China; Hainan Institute, Zhejiang University, Yazhou Bay Science and Technology City, Yazhou District, Sanya 572025, China.
| |
Collapse
|
8
|
Li L, Zhu T, Wen L, Zhang T, Ren M. Biofortification of potato nutrition. J Adv Res 2024:S2090-1232(24)00487-9. [PMID: 39486784 DOI: 10.1016/j.jare.2024.10.033] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/13/2024] [Accepted: 10/27/2024] [Indexed: 11/04/2024] Open
Abstract
BACKGROUND Potato (Solanum tuberosum L.) is the fourth most important food crop after rice, wheat and maize in the world with the potential to feed the world's population, and potato is a major staple food in many countries. Currently, potato is grown in more than 100 countries and is consumed by more than 1 billion people worldwide, and the global annual output exceeds 300 million tons. With the rapid increase in the global population, potato will play a key role in food supply. These aspects have driven scientists to genetically engineer potato for yield and nutrition improvement. AIM OF REVIEW Potato is an excellent source of carbohydrates, rich in vitamins, phenols and minerals. At present, the nutritional fortification of potato has made remarkable progress, and the biomass and nutrient compositions of potato have been significantly improved through agronomic operation and genetic improvement. This review aims to summarize recent advances in the nutritional fortification of potato protein, lipid and vitamin, and provides new insights for future potato research. KEY SCIENTIFIC CONCEPTS OF REVIEW This review comprehensively summarizes the biofortification of potato five nutrients from protein, lipid, starch, vitamin to mineral. Meanwhile, we also discuss the multilayered insights in the prospects of edible potato fruit, vaccines and high-value products synthesis, and diploid potato seeds reproduction.
Collapse
Affiliation(s)
- Linxuan Li
- Institute of Urban Agriculture, Chinese Academy of Agricultural Sciences, Chengdu National Agricultural Science and Technology Center, Chengdu 610213, China
| | - Tingting Zhu
- Institute of Urban Agriculture, Chinese Academy of Agricultural Sciences, Chengdu National Agricultural Science and Technology Center, Chengdu 610213, China
| | - Lina Wen
- School of Agricultural Science, Zhengzhou University, Zhengzhou 450001, China
| | - Tanran Zhang
- Institute of Urban Agriculture, Chinese Academy of Agricultural Sciences, Chengdu National Agricultural Science and Technology Center, Chengdu 610213, China
| | - Maozhi Ren
- Institute of Urban Agriculture, Chinese Academy of Agricultural Sciences, Chengdu National Agricultural Science and Technology Center, Chengdu 610213, China; School of Agricultural Science, Zhengzhou University, Zhengzhou 450001, China.
| |
Collapse
|
9
|
Liu G, Liu F, Pan L, Wang H, Lu Y, Liu C, Yu S, Hu X. Agronomic, physiological and transcriptional characteristics provide insights into fatty acid biosynthesis in yellowhorn ( Xanthoceras sorbifolium Bunge) during fruit ripening. Front Genet 2024; 15:1325484. [PMID: 38356698 PMCID: PMC10864670 DOI: 10.3389/fgene.2024.1325484] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/21/2023] [Accepted: 01/19/2024] [Indexed: 02/16/2024] Open
Abstract
Yellowhorn (Xanthoceras sorbifolium Bunge) is an oil-bearing tree species in northern China. In this study, we used yellowhorn from Heilongjiang to analyze the morphological and physiological changes of fruit development and conducted transcriptome sequencing. The results showed that the fruit experienced relatively slow growth from fertilization to DAF20 (20 days after flowering). From DAF40 to DAF60, the fruit entered an accelerated development stage, with a rapid increase in both transverse and longitudinal diameters, and the kernel contour developed completely at DAF40. From DAF60 to DAF80, the transverse and vertical diameters of the fruit developed slowly, and the overall measures remained stable until maturity. The soluble sugar, starch, and anthocyanin content gradually accumulated until reaching a peak at DAF80 and then rapidly decreased. RNA-seq analysis revealed differentially expressed genes (DEGs) in the seed coat and kernel, implying that seed components have different metabolite accumulation mechanisms. During the stages of seed kernel development, k-means clustering separated the DEGs into eight sub-classes, indicating gene expression shifts during the fruit ripening process. In subclass 8, the fatty acid biosynthesis pathway was enriched, suggesting that this class was responsible for lipid accumulation in the kernel. WGCNA revealed ten tissue-specific modules for the 12 samples among 20 modules. We identified 54 fatty acid biosynthesis pathway genes across the genome, of which 14 was quantified and confirmed by RT-qPCR. Most genes in the plastid synthesis stage showed high expression during the DAF40-DAF60 period, while genes in the endoplasmic reticulum synthesis stage showed diverse expression patterns. EVM0012847 (KCS) and EVM0002968 (HCD) showed similar high expression in the early stages and low expression in the late stages. EVM0022385 (HCD) exhibited decreased expression from DAF40 to DAF60 and then increased from DAF60 to DAF100. EVM0000575 (KCS) was increasingly expressed from DAF40 to DAF60 and then decreased from DAF60 to DAF100. Finally, we identified transcription factors (TFs) (HB-other, bHLH and ARF) that were predicted to bind to fatty acid biosynthesis pathway genes with significant correlations. These results are conducive to promoting the transcriptional regulation of lipid metabolism and the genetic improvement in terms of high lipid content of yellowhorn.
Collapse
Affiliation(s)
- Guan Liu
- State Key Laboratory of Tree Genetics and Breeding, College of Forestry, Northeast Forestry University, Harbin, China
- College of Advanced Agriculture and Ecological Environment, Heilongjiang University, Harbin, China
| | - Fengjiao Liu
- College of Advanced Agriculture and Ecological Environment, Heilongjiang University, Harbin, China
| | - Lin Pan
- College of Advanced Agriculture and Ecological Environment, Heilongjiang University, Harbin, China
| | - Hanhui Wang
- State Key Laboratory of Tree Genetics and Breeding, College of Forestry, Northeast Forestry University, Harbin, China
| | - Yanan Lu
- State Key Laboratory of Tree Genetics and Breeding, College of Forestry, Northeast Forestry University, Harbin, China
| | - Changhua Liu
- College of Advanced Agriculture and Ecological Environment, Heilongjiang University, Harbin, China
| | - Song Yu
- State Key Laboratory of Tree Genetics and Breeding, College of Forestry, Northeast Forestry University, Harbin, China
- Key Laboratory of Saline-alkali Vegetation Ecology Restoration, Ministry of Education, College of Life Science, Northeast Forestry University, Harbin, China
| | - Xiaohang Hu
- College of Advanced Agriculture and Ecological Environment, Heilongjiang University, Harbin, China
| |
Collapse
|
10
|
Nicolas P, Pattison RJ, Zheng Y, Lapidot-Cohen T, Brotman Y, Osorio S, Fernie AR, Fei Z, Catalá C. Starch deficiency in tomato causes transcriptional reprogramming that modulates fruit development, metabolism, and stress responses. JOURNAL OF EXPERIMENTAL BOTANY 2023; 74:6331-6348. [PMID: 37279327 DOI: 10.1093/jxb/erad212] [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: 02/23/2023] [Accepted: 06/02/2023] [Indexed: 06/08/2023]
Abstract
Tomato (Solanum lycopersicum) fruit store carbon as starch during early development and mobilize it at the onset of ripening. Starch accumulation has been suggested to buffer fluctuations in carbon supply to the fruit under abiotic stress, and contribute to sugar levels in ripe fruit. However, the role of starch accumulation and metabolism during fruit development is still unclear. Here we show that the tomato mutant adpressa (adp) harbors a mutation in a gene encoding the small subunit of ADP-glucose pyrophosphorylase that abolishes starch synthesis. The disruption of starch biosynthesis causes major transcriptional and metabolic remodeling in adp fruit but only minor effects on fruit size and ripening. Changes in gene expression and metabolite profiles indicate that the lack of carbon flow into starch increases levels of soluble sugars during fruit growth, triggers a readjustment of central carbohydrate and lipid metabolism, and activates growth and stress protection pathways. Accordingly, adp fruits are remarkably resistant to blossom-end rot, a common physiological disorder induced by environmental stress. Our results provide insights into the effects of perturbations of carbohydrate metabolism on tomato fruit development, with potential implications for the enhancement of protective mechanisms against abiotic stress in fleshy fruit.
Collapse
Affiliation(s)
| | | | - Yi Zheng
- Boyce Thompson Institute, Ithaca, NY, 14853, USA
| | - Taly Lapidot-Cohen
- Department of Life Sciences, Ben-Gurion University of the Negev, Beersheba, Israel
- Max-Planck-Institut für Molekulare Pflanzenphysiologie, Potsdam-Golm 14476, Germany
| | - Yariv Brotman
- Department of Life Sciences, Ben-Gurion University of the Negev, Beersheba, Israel
- Max-Planck-Institut für Molekulare Pflanzenphysiologie, Potsdam-Golm 14476, Germany
| | - Sonia Osorio
- Instituto de Hortofruticultura Subtropical y Mediterránea 'La Mayora', Universidad de Málaga-Consejo Superior de Investigaciones Científicas, Departamento de Biología Molecular y Bioquímica, Campus de Teatinos, 29071 Málaga, Spain
| | - Alisdair R Fernie
- Max-Planck-Institut für Molekulare Pflanzenphysiologie, Potsdam-Golm 14476, Germany
| | - Zhangjun Fei
- Boyce Thompson Institute, Ithaca, NY, 14853, USA
- U.S. Department of Agriculture-Agricultural Research Service, Robert W. Holley Center for Agriculture and Health, Ithaca, NY 14853, USA
| | - Carmen Catalá
- Boyce Thompson Institute, Ithaca, NY, 14853, USA
- Plant Biology Section, School of Integrative Plant Science, Cornell University, Ithaca, NY 14853, USA
| |
Collapse
|
11
|
Sahoo S, Khuswaha GS, Misra N, Suar M. Exploiting AGPase genes and encoded proteins to prioritize development of optimum engineered strains in microalgae towards sustainable biofuel production. World J Microbiol Biotechnol 2023; 39:209. [PMID: 37237168 DOI: 10.1007/s11274-023-03654-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/21/2022] [Accepted: 05/18/2023] [Indexed: 05/28/2023]
Abstract
Although ADP glucose pyrophosphorylase (AGPase), with two large subunits (ls) and two small subunits (ss), is a promising knockout target for increasing the neutral lipid content, the details regarding the sequence-structure features and their distribution within metabolic system in microalgae is rather limited. Against this backdrop, a comprehensive genome-wide comparative analysis on 14 sequenced microalgal genomes was performed. For the first time the heterotetrameric structure of the enzyme and the interaction of the catalytic unit with the substrate was also studied. Novel findings of the present study includes: (i) at the DNA level, the genes controlling the ss are more conserved than those controlling the ls; the variation in both the gene groups is mainly due to exon number, exon length and exon phase distribution; (ii) at protein level, the ss genes are more conserved relative to those for ls; (III) three putative key consensus sequences 'LGGGAGTRLYPLTKNRAKPAV', 'WFQGTADAV' and 'ASMGIYVFRKD' were ubiquitously conserved in all the AGPases; (iv) molecular dynamics investigations revealed that the modeled AGPase heterotetrameric structure, from oleaginous algae Chlamydomonas reinharditii, was completely stable in real time environment; (v) The binding interfaces of catalytic unit, ssAGPase, from C. reinharditii with α-D-glucose 1-phosphate (αGP) was also analyzed. The results of the present study have provided system-based insights into the structure-function of the genes and encoded proteins, which provided clues for exploitation of variability in these genes that, could be further utilized to design site-specific mutagenic experiments for engineering of microalgal strains towards sustainable development of biofuel.
Collapse
Affiliation(s)
- Susrita Sahoo
- School of Biotechnology, Kalinga Institute of Industrial Technology (KIIT), Deemed to Be University, Bhubaneswar, 751024, India
| | - Gajraj Singh Khuswaha
- KIIT-Technology Business Incubator (KIIT-TBI), Kalinga Institute of Industrial Technology (KIIT), Deemed to be University, Bhubaneswar, Odisha, 751024, India
- Transcription Regulation Group, International Centre for Genetic Engineering and Biotechnology (ICGEB), New Delhi, 110067, India
| | - Namrata Misra
- School of Biotechnology, Kalinga Institute of Industrial Technology (KIIT), Deemed to Be University, Bhubaneswar, 751024, India.
- KIIT-Technology Business Incubator (KIIT-TBI), Kalinga Institute of Industrial Technology (KIIT), Deemed to be University, Bhubaneswar, Odisha, 751024, India.
| | - Mrutyunjay Suar
- School of Biotechnology, Kalinga Institute of Industrial Technology (KIIT), Deemed to Be University, Bhubaneswar, 751024, India.
- KIIT-Technology Business Incubator (KIIT-TBI), Kalinga Institute of Industrial Technology (KIIT), Deemed to be University, Bhubaneswar, Odisha, 751024, India.
| |
Collapse
|
12
|
Ab'lah N, Yusuf CYL, Rojsitthisak P, Wong TW. Reinvention of starch for oral drug delivery system design. Int J Biol Macromol 2023; 241:124506. [PMID: 37085071 DOI: 10.1016/j.ijbiomac.2023.124506] [Citation(s) in RCA: 9] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/22/2023] [Revised: 04/01/2023] [Accepted: 04/14/2023] [Indexed: 04/23/2023]
Abstract
Starch is a polysaccharide with varying amylose-to-amylopectin ratios as a function of its biological sources. It is characterized by low shear stress resistance, poor aqueous/organic solubility and gastrointestinal digestibility which limit its ease of processing and functionality display as an oral drug delivery vehicle. Modulation of starch composition through genetic engineering primarily alters amylose-to-amylopectin ratio. Greater molecular properties changes require chemical and enzymatic modifications of starch. Acetylation reduces water solubility and enzymatic digestibility of starch. Carboxymethylation turns starch acid-insoluble and aggregative at low pHs. The summative effects are sustaining drug release in the upper gut. Acid-insoluble carboxymethylated starch can be aminated to provide an ionic character essential for hydrogel formation which further reduces its drug release. Ionic starch can coacervate with oppositely charged starch, non-starch polyelectrolyte or drug into insoluble, controlled-release complexes. Enzymatically debranched and resistant starch has a small molecular size which confers chain aggregation into a helical hydrogel network that traps the drug molecules, protecting them from biodegradation. The modified starch has been used to modulate the intestinal/colon-specific or controlled systemic delivery of oral small molecule drugs and macromolecular therapeutics. This review highlights synthesis aspects of starch and starch derivatives, and their outcomes and challenges of applications in oral drug delivery.
Collapse
Affiliation(s)
- NorulNazilah Ab'lah
- Non-Destructive Biomedical and Pharmaceutical Research Centre, Smart Manufacturing Research Institute, Universiti Teknologi MARA Selangor, Puncak Alam 42300, Selangor, Malaysia; Particle Design Research Group, Faculty of Pharmacy, Universiti Teknologi MARA Selangor, Puncak Alam 42300, Selangor, Malaysia; Centre of Foundation Studies, Universiti Teknologi MARA Selangor, Dengkil 43800, Dengkil, Malaysia
| | - Chong Yu Lok Yusuf
- Faculty of Plantation and Agrotechnology, Universiti Teknologi MARA, Jasin, 77300, Merlimau, Melaka, Malaysia
| | - Pornchai Rojsitthisak
- Center of Excellence in Natural Products for Ageing and Chronic Diseases, Chulalongkorn University, 10330 Bangkok, Thailand; Department of Food and Pharmaceutical Chemistry, Faculty of Pharmaceutical Sciences, Chulalongkorn University, 10330 Bangkok, Thailand
| | - Tin Wui Wong
- Non-Destructive Biomedical and Pharmaceutical Research Centre, Smart Manufacturing Research Institute, Universiti Teknologi MARA Selangor, Puncak Alam 42300, Selangor, Malaysia; Particle Design Research Group, Faculty of Pharmacy, Universiti Teknologi MARA Selangor, Puncak Alam 42300, Selangor, Malaysia; Faculty of Pharmacy, Universiti Malaya, 50603 Kuala Lumpur, Malaysia.
| |
Collapse
|
13
|
Chincinska IA, Miklaszewska M, Sołtys-Kalina D. Recent advances and challenges in potato improvement using CRISPR/Cas genome editing. PLANTA 2022; 257:25. [PMID: 36562862 PMCID: PMC9789015 DOI: 10.1007/s00425-022-04054-3] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 07/10/2022] [Accepted: 12/11/2022] [Indexed: 06/17/2023]
Abstract
MAIN CONCLUSION Genome editing using CRISPR/Cas technology improves the quality of potato as a food crop and enables its use as both a model plant in fundamental research and as a potential biofactory for producing valuable compounds for industrial applications. Potato (Solanum tuberosum L.) plays a significant role in ensuring global food and nutritional security. Tuber yield is negatively affected by biotic and abiotic stresses, and enzymatic browning and cold-induced sweetening significantly contribute to post-harvest quality losses. With the dual challenges of a growing population and a changing climate, potato enhancement is essential for its sustainable production. However, due to several characteristics of potato, including high levels of heterozygosity, tetrasomic inheritance, inbreeding depression, and self-incompatibility of diploid potato, conventional breeding practices are insufficient to achieve substantial trait improvement in tetraploid potato cultivars within a relatively short time. CRISPR/Cas-mediated genome editing has opened new possibilities to develop novel potato varieties with high commercialization potential. In this review, we summarize recent developments in optimizing CRISPR/Cas-based methods for potato genome editing, focusing on approaches addressing the challenging biology of this species. We also discuss the feasibility of obtaining transgene-free genome-edited potato varieties and explore different strategies to improve potato stress resistance, nutritional value, starch composition, and storage and processing characteristics. Altogether, this review provides insight into recent advances, possible bottlenecks, and future research directions in potato genome editing using CRISPR/Cas technology.
Collapse
Affiliation(s)
- Izabela Anna Chincinska
- Department of Plant Physiology and Biotechnology, University of Gdańsk, Wita Stwosza 59, 80-308, Gdańsk, Poland.
| | - Magdalena Miklaszewska
- Department of Functional and Evolutionary Ecology, Division of Molecular Systems Biology (MOSYS), Faculty of Life Sciences, University of Vienna, Djerassiplatz 1, 1030, Vienna, Austria
| | - Dorota Sołtys-Kalina
- Plant Breeding and Acclimatization Institute-National Research Institute, Platanowa 19, 05-831, Młochów, Poland
| |
Collapse
|
14
|
Zhao G, Xie S, Zong S, Wang T, Mao C, Shi J, Li J. Mutation of TL1, encoding a novel C 2H 2 zinc finger protein, improves grains eating and cooking quality in rice. TAG. THEORETICAL AND APPLIED GENETICS. THEORETISCHE UND ANGEWANDTE GENETIK 2022; 135:3531-3543. [PMID: 35994056 DOI: 10.1007/s00122-022-04198-6] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/24/2022] [Accepted: 08/09/2022] [Indexed: 05/02/2023]
Abstract
The cloning and characterization of a novel C2H2 zinc finger protein that affects rice eating and cooking quality by regulating amylose content and amylopectin chain-length distribution in rice. One of the major objectives in rice breeding aims to increase simultaneously yield and grain quality especially eating and cooking quality (ECQ). Controlling amylose content (AC) and amylopectin chain-length distribution (ACLD) in rice is a major strategy for improving rice ECQ. Previous studies show that some starch synthesis-related genes (SSRGs) are required for normal AC and ACLD, but its underlying regulating network is still unclear. Here, we report the cloning and characterization of a novel C2H2 zinc finger protein TL1 (Translucent endosperm 1) that positively regulates amylose synthesis in rice grains. Loss of TL1 function reduced apparent amylose content (AAC), total starch, gel consistency, and gelatinisation temperature, whereas increased viscosity, total lipid, and ratio of amylopectin A chains with degree of polymerization (DP) 6-12 to B1 chains with DP 13-24, resulting in an enhanced grain ECQ. The improved ECQ was accompanied by altered expression patterns of several tested SSRGs in tl1 mutant grains. Furthermore, knockout of TL1 in the high-yielding rice variety JiaHua NO.1 reduced AAC without obvious side effects on major agronomic traits. These findings expand our understanding of the regulating networks of grain starch metabolism and provide new insights into how rice ECQ quality can be improved via genetic approach.
Collapse
Affiliation(s)
- Guochao Zhao
- Shanghai Key Laboratory of Plant Molecular Sciences, College of Life Sciences, Shanghai Normal University, Shanghai, 200234, China.
- Development Center of Plant Germplasm Resources, College of Life Sciences, Shanghai Normal University, Shanghai, 200234, China.
| | - Shuifeng Xie
- Shanghai Key Laboratory of Plant Molecular Sciences, College of Life Sciences, Shanghai Normal University, Shanghai, 200234, China
- Development Center of Plant Germplasm Resources, College of Life Sciences, Shanghai Normal University, Shanghai, 200234, China
| | - Shipeng Zong
- Shanghai Key Laboratory of Plant Molecular Sciences, College of Life Sciences, Shanghai Normal University, Shanghai, 200234, China
- Development Center of Plant Germplasm Resources, College of Life Sciences, Shanghai Normal University, Shanghai, 200234, China
| | - Tong Wang
- Shanghai Key Laboratory of Plant Molecular Sciences, College of Life Sciences, Shanghai Normal University, Shanghai, 200234, China
- Development Center of Plant Germplasm Resources, College of Life Sciences, Shanghai Normal University, Shanghai, 200234, China
| | - Chanjuan Mao
- Shanghai Key Laboratory of Plant Molecular Sciences, College of Life Sciences, Shanghai Normal University, Shanghai, 200234, China
- Development Center of Plant Germplasm Resources, College of Life Sciences, Shanghai Normal University, Shanghai, 200234, China
| | - Jianxin Shi
- Joint International Research Laboratory of Metabolic and Developmental Sciences, School of Life Sciences and Biotechnology, Shanghai Jiao Tong University, Shanghai, 200240, China
| | - Jianyue Li
- Shanghai Key Laboratory of Plant Molecular Sciences, College of Life Sciences, Shanghai Normal University, Shanghai, 200234, China.
- Development Center of Plant Germplasm Resources, College of Life Sciences, Shanghai Normal University, Shanghai, 200234, China.
| |
Collapse
|
15
|
Park ME, Kim HU. Applications and prospects of genome editing in plant fatty acid and triacylglycerol biosynthesis. FRONTIERS IN PLANT SCIENCE 2022; 13:969844. [PMID: 36119569 PMCID: PMC9471015 DOI: 10.3389/fpls.2022.969844] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/15/2022] [Accepted: 08/08/2022] [Indexed: 05/29/2023]
Abstract
Triacylglycerol (TAG), which is a neutral lipid, has a structure in which three molecules of fatty acid (FA) are ester-bonded to one molecule of glycerol. TAG is important energy source for seed germination and seedling development in plants. Depending on the FA composition of the TAG, it is used as an edible oil or industrial material for cosmetics, soap, and lubricant. As the demand for plant oil is rising worldwide, either the type of FA must be changed or the total oil content of various plants must be increased. In this review, we discuss the regulation of FA metabolism by Clustered regularly interspaced short palindromic repeats (CRISPR)/Cas9, a recent genome-editing technology applicable to various plants. The development of plants with higher levels of oleic acid or lower levels of very long-chain fatty acids (VLCFAs) in seeds are discussed. In addition, the current status of research on acyltransferases, phospholipases, TAG lipases, and TAG synthesis in vegetative tissues is described. Finally, strategies for the application of CRISPR/Cas9 in lipid metabolism studies are mentioned.
Collapse
Affiliation(s)
- Mid-Eum Park
- Department of Molecular Biology, Sejong University, Seoul, South Korea
| | - Hyun Uk Kim
- Department of Molecular Biology, Sejong University, Seoul, South Korea
- Department of Bioindustry and Bioresource Engineering, Plant Engineering Research Institute, Sejong University, Seoul, South Korea
| |
Collapse
|
16
|
Chen Y, Luo L, Xu F, Xu X, Bao J. Carbohydrate Repartitioning in the Rice Starch Branching Enzyme IIb Mutant Stimulates Higher Resistant Starch Content and Lower Seed Weight Revealed by Multiomics Analysis. JOURNAL OF AGRICULTURAL AND FOOD CHEMISTRY 2022; 70:9802-9816. [PMID: 35903884 DOI: 10.1021/acs.jafc.2c03737] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/15/2023]
Abstract
The starch branching enzyme IIb mutant (be2b) in rice significantly increases the resistant starch (RS) content and leads to reduced seed weight. However, the underlying metabolic mechanisms remain unclear. Proteomic analysis indicated that upregulation of starch synthase IIa (SSIIa) and SSIIIa and downregulation of BEI and SSI were possibly responsible for the decreased short amylopectin chains (DP 6-15) and increased longer chains (DP > 16) of be2b starch. The upregulation of granule-bound starch synthase led to increased amylose content (AC). These changes in the amylopectin structure and AC accounted for the increased RS content. α-Amylase 2A showed the strongest upregulation (up to 8.45-fold), indicating that the loss of BEIIb activity enhanced starch degradation. Upregulation of glycolysis-related proteins stimulated carbohydrate repartitioning through glycerate-3-phosphate and promoted the accumulation of tricarboxylic acid cycle intermediates, amino acids, and fatty acids. The unexpected carbohydrate partitioning and enhanced starch degradation resulted in the reduced seed weight in the be2b mutant.
Collapse
Affiliation(s)
- Yaling Chen
- Laboratory of Plant Genetic Improvement and Biotechnology, College of Life Science, Jiangxi Normal University, Nanchang 330000, China
| | - Lili Luo
- Laboratory of Plant Genetic Improvement and Biotechnology, College of Life Science, Jiangxi Normal University, Nanchang 330000, China
| | - Feifei Xu
- Institute of Nuclear Agricultural Sciences, Key Laboratory of Nuclear Agricultural Sciences of Ministry of Agriculture and Zhejiang Province, College of Agriculture and Biotechnology, Zhejiang University, Zijingang Campus, Hangzhou 310058, China
| | - Xiaoyong Xu
- Yazhou Bay Laboratory, Yazhou Bay Science and Technology City, Yazhou District, Sanya 572025, China
| | - Jinsong Bao
- Institute of Nuclear Agricultural Sciences, Key Laboratory of Nuclear Agricultural Sciences of Ministry of Agriculture and Zhejiang Province, College of Agriculture and Biotechnology, Zhejiang University, Zijingang Campus, Hangzhou 310058, China
- Yazhou Bay Laboratory, Yazhou Bay Science and Technology City, Yazhou District, Sanya 572025, China
- Hainan Institute of Zhejiang University, Yazhou Bay Science and Technology City, Yazhou District, Sanya 572025, China
| |
Collapse
|
17
|
Beyene G, Chauhan RD, Gehan J, Siritunga D, Taylor N. Cassava shrunken-2 homolog MeAPL3 determines storage root starch and dry matter content and modulates storage root postharvest physiological deterioration. PLANT MOLECULAR BIOLOGY 2022; 109:283-299. [PMID: 32270429 PMCID: PMC9163024 DOI: 10.1007/s11103-020-00995-z] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/19/2019] [Accepted: 03/05/2020] [Indexed: 05/05/2023]
Abstract
Among the five cassava isoforms (MeAPL1-MeAPL5), MeAPL3 is responsible for determining storage root starch content. Degree of storage root postharvest physiological deterioration (PPD) is directly correlated with starch content. AGPase is heterotetramer composed of two small and two large subunits each coded by small gene families in higher plants. Studies in cassava (Manihot esculenta) identified and characterized five isoforms of Manihot esculenta ADP-glucose pyrophosphorylase large subunit (MeAPL1-MeAPL5) and employed virus induced gene silencing (VIGS) to show that MeAPL3 is the key isoform responsible for starch and dry matter accumulation in cassava storage roots. Silencing of MeAPL3 in cassava through stable transgenic lines resulted in plants displaying significant reduction in storage root starch and dry matter content (DMC) and induced a distinct phenotype associated with increased petiole/stem angle, resulting in a droopy leaf phenotype. Plants with reduced starch and DMC also displayed significantly reduced or no postharvest physiological deterioration (PPD) compared to controls and lines with high DMC and starch content. This provides strong evidence for direct relationships between starch/dry matter content and its role in PPD and canopy architecture traits in cassava.
Collapse
Affiliation(s)
- Getu Beyene
- Donald Danforth Plant Science Center, St. Louis, MO, USA.
| | | | - Jackson Gehan
- Donald Danforth Plant Science Center, St. Louis, MO, USA
| | - Dimuth Siritunga
- Department of Biology, University of Puerto Rico, Mayaguez, Puerto Rico
| | - Nigel Taylor
- Donald Danforth Plant Science Center, St. Louis, MO, USA
| |
Collapse
|
18
|
Yang Z, Bai C, Wang P, Fu W, Wang L, Song Z, Xi X, Wu H, Zhang G, Wu J. Sandbur Drought Tolerance Reflects Phenotypic Plasticity Based on the Accumulation of Sugars, Lipids, and Flavonoid Intermediates and the Scavenging of Reactive Oxygen Species in the Root. Int J Mol Sci 2021; 22:ijms222312615. [PMID: 34884421 PMCID: PMC8657935 DOI: 10.3390/ijms222312615] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/28/2021] [Revised: 11/16/2021] [Accepted: 11/18/2021] [Indexed: 12/26/2022] Open
Abstract
The perennial grass Cenchrus spinifex (common sandbur) is an invasive species that grows in arid and semi-arid regions due to its remarkable phenotypic plasticity, which confers the ability to withstand drought and other forms of abiotic stress. Exploring the molecular mechanisms of drought tolerance in common sandbur could lead to the development of new strategies for the protection of natural and agricultural environments from this weed. To determine the molecular basis of drought tolerance in C. spinifex, we used isobaric tags for relative and absolute quantitation (iTRAQ) to identify proteins differing in abundance between roots growing in normal soil and roots subjected to moderate or severe drought stress. The analysis of these proteins revealed that drought tolerance in C. spinifex primarily reflects the modulation of core physiological activities such as protein synthesis, transport and energy utilization as well as the accumulation of flavonoid intermediates and the scavenging of reactive oxygen species. Accordingly, plants subjected to drought stress accumulated sucrose, fatty acids, and ascorbate, shifted their redox potential (as determined by the NADH/NAD ratio), accumulated flavonoid intermediates at the expense of anthocyanins and lignin, and produced less actin, indicating fundamental reorganization of the cytoskeleton. Our results show that C. spinifex responds to drought stress by coordinating multiple metabolic pathways along with other adaptations. It is likely that the underlying metabolic plasticity of this species plays a key role in its invasive success, particularly in semi-arid and arid environments.
Collapse
Affiliation(s)
- Zhiyuan Yang
- Institute of Environment and Sustainable Development in Agriculture, Chinese Academy of Agricultural Sciences, Beijing 100081, China; (Z.Y.); (C.B.); (W.F.); (Z.S.)
- The State Key Laboratory of Plant Genomics, Institute of Microbiology, Chinese Academy of Sciences, Beijing 100101, China; (P.W.); (L.W.)
| | - Chao Bai
- Institute of Environment and Sustainable Development in Agriculture, Chinese Academy of Agricultural Sciences, Beijing 100081, China; (Z.Y.); (C.B.); (W.F.); (Z.S.)
- Beijing Key Laboratory of Captive Wildlife Technologies, Beijing Zoo, Beijing 100044, China
| | - Peng Wang
- The State Key Laboratory of Plant Genomics, Institute of Microbiology, Chinese Academy of Sciences, Beijing 100101, China; (P.W.); (L.W.)
- The State Key Laboratory of Cotton Biology, Institute of Cotton Research, Chinese Academy of Agricultural Sciences, Anyang 455000, China
| | - Weidong Fu
- Institute of Environment and Sustainable Development in Agriculture, Chinese Academy of Agricultural Sciences, Beijing 100081, China; (Z.Y.); (C.B.); (W.F.); (Z.S.)
| | - Le Wang
- The State Key Laboratory of Plant Genomics, Institute of Microbiology, Chinese Academy of Sciences, Beijing 100101, China; (P.W.); (L.W.)
| | - Zhen Song
- Institute of Environment and Sustainable Development in Agriculture, Chinese Academy of Agricultural Sciences, Beijing 100081, China; (Z.Y.); (C.B.); (W.F.); (Z.S.)
| | - Xin Xi
- Beijing Plant Protection Station, Beijing 100029, China;
| | - Hanwen Wu
- E.H. Graham Centre for Agricultural Innovation (A Collaborative Alliance between Charles Sturt University and the NSW Department of Primary Industries), Wagga Wagga Agricultural Institute, Wagga Wagga, NSW 2650, Australia;
| | - Guoliang Zhang
- Institute of Environment and Sustainable Development in Agriculture, Chinese Academy of Agricultural Sciences, Beijing 100081, China; (Z.Y.); (C.B.); (W.F.); (Z.S.)
- Correspondence: (G.Z.); (J.W.); Tel.: +86-82109570 (G.Z.); +86-64807375 (J.W.)
| | - Jiahe Wu
- The State Key Laboratory of Plant Genomics, Institute of Microbiology, Chinese Academy of Sciences, Beijing 100101, China; (P.W.); (L.W.)
- Correspondence: (G.Z.); (J.W.); Tel.: +86-82109570 (G.Z.); +86-64807375 (J.W.)
| |
Collapse
|
19
|
Kordyum E, Hasenstein KH. Plant biology for space exploration - Building on the past, preparing for the future. LIFE SCIENCES IN SPACE RESEARCH 2021; 29:1-7. [PMID: 33888282 DOI: 10.1016/j.lssr.2021.01.003] [Citation(s) in RCA: 13] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/01/2020] [Revised: 01/05/2021] [Accepted: 01/16/2021] [Indexed: 06/12/2023]
Abstract
A review of past insights of space experiments with plants outlines basic space and gravity effects as well as gene expression. Efforts to grow plants in space gradually incorporated basic question on plant productivity, stress response and cultivation. The prospect of extended space missions as well as colonization of the Moon and Mars require better understanding and therefore research efforts on biomass productivity, substrate and water relations, atmospheric composition, pressure and temperature and substrate and volume (growth space) requirements. The essential combination of using plants not only for food production but also for regeneration of waste, and recycling of carbon and oxygen production requires integration of complex biological and engineering aspects. We combine a historical account of plant space research with considerations for future research on plant cultivation, selection, and productivity based on space-related environmental conditions.
Collapse
Affiliation(s)
- Elizabeth Kordyum
- Department of Cell Biology and Anatomy, Institute of Botany NASU, Tereschenkivska Str. 2, 01601 Kiev, Ukraine, United States
| | - Karl H Hasenstein
- Biology Department, University of Louisiana at Lafayette, Lafayette, LA, 70504-3602, United States.
| |
Collapse
|
20
|
Overexpression of Type 1 and 2 Diacylglycerol Acyltransferase Genes ( JcDGAT1 and JcDGAT2) Enhances Oil Production in the Woody Perennial Biofuel Plant Jatropha curcas. PLANTS 2021; 10:plants10040699. [PMID: 33916393 PMCID: PMC8066779 DOI: 10.3390/plants10040699] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 03/03/2021] [Revised: 03/29/2021] [Accepted: 04/02/2021] [Indexed: 12/19/2022]
Abstract
Diacylglycerol acyltransferase (DGAT) is the only enzyme that catalyzes the acyl-CoA-dependent acylation of sn-1, 2-diacylglycerol (DAG) to form triacylglycerol (TAG). The two main types of DGAT enzymes in the woody perennial biofuel plant Jatropha curcas, JcDGAT1 and JcDGAT2, were previously characterized only in heterologous systems. In this study, we investigated the functions of JcDGAT1 and JcDGAT2 in J. curcas.JcDGAT1 and JcDGAT2 were found to be predominantly expressed during the late stages of J. curcas seed development, in which large amounts of oil accumulated. As expected, overexpression of JcDGAT1 or JcDGAT2 under the control of the CaMV35S promoter gave rise to an increase in seed kernel oil production, reaching a content of 53.7% and 55.7% of the seed kernel dry weight, respectively, which were respectively 25% and 29.6% higher than that of control plants. The increase in seed oil content was accompanied by decreases in the contents of protein and soluble sugars in the seeds. Simultaneously, there was a two- to four-fold higher leaf TAG content in transgenic plants than in control plants. Moreover, by analysis of the fatty acid (FA) profiles, we found that JcDGAT1 and JcDGAT2 had the same substrate specificity with preferences for C18:2 in seed TAGs, and C16:0, C18:0, and C18:1 in leaf TAGs. Therefore, our study confirms the important role of JcDGAT1 and JcDGAT2 in regulating oil production in J. curcas.
Collapse
|
21
|
Baysal C, He W, Drapal M, Villorbina G, Medina V, Capell T, Khush GS, Zhu C, Fraser PD, Christou P. Inactivation of rice starch branching enzyme IIb triggers broad and unexpected changes in metabolism by transcriptional reprogramming. Proc Natl Acad Sci U S A 2020; 117:26503-26512. [PMID: 33020297 PMCID: PMC7584904 DOI: 10.1073/pnas.2014860117] [Citation(s) in RCA: 50] [Impact Index Per Article: 10.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/12/2023] Open
Abstract
Starch properties can be modified by mutating genes responsible for the synthesis of amylose and amylopectin in the endosperm. However, little is known about the effects of such targeted modifications on the overall starch biosynthesis pathway and broader metabolism. Here we investigated the effects of mutating the OsSBEIIb gene encoding starch branching enzyme IIb, which is required for amylopectin synthesis in the endosperm. As anticipated, homozygous mutant plants, in which OsSBEIIb was completely inactivated by abolishing the catalytic center and C-terminal regulatory domain, produced opaque seeds with depleted starch reserves. Amylose content in the mutant increased from 19.6 to 27.4% and resistant starch (RS) content increased from 0.2 to 17.2%. Many genes encoding isoforms of AGPase, soluble starch synthase, and other starch branching enzymes were up-regulated, either in their native tissues or in an ectopic manner, whereas genes encoding granule-bound starch synthase, debranching enzymes, pullulanase, and starch phosphorylases were largely down-regulated. There was a general increase in the accumulation of sugars, fatty acids, amino acids, and phytosterols in the mutant endosperm, suggesting that intermediates in the starch biosynthesis pathway increased flux through spillover pathways causing a profound impact on the accumulation of multiple primary and secondary metabolites. Our results provide insights into the broader implications of perturbing starch metabolism in rice endosperm and its impact on the whole plant, which will make it easier to predict the effect of metabolic engineering in cereals for nutritional improvement or the production of valuable metabolites.
Collapse
Affiliation(s)
- Can Baysal
- Department of Plant Production and Forestry Science, University of Lleida-Agrotecnio Center, 25198 Lleida, Spain
| | - Wenshu He
- Department of Plant Production and Forestry Science, University of Lleida-Agrotecnio Center, 25198 Lleida, Spain
| | - Margit Drapal
- Department of Biological Sciences, Royal Holloway University of London, TW20 0EX Egham, United Kingdom
| | - Gemma Villorbina
- Department of Chemistry, University of Lleida-Agrotecnio Center, 25198 Lleida, Spain
| | - Vicente Medina
- Department of Plant Production and Forestry Science, University of Lleida-Agrotecnio Center, 25198 Lleida, Spain
| | - Teresa Capell
- Department of Plant Production and Forestry Science, University of Lleida-Agrotecnio Center, 25198 Lleida, Spain
| | - Gurdev S Khush
- Department of Plant Sciences, University of California, Davis, CA 95616;
| | - Changfu Zhu
- Department of Plant Production and Forestry Science, University of Lleida-Agrotecnio Center, 25198 Lleida, Spain
| | - Paul D Fraser
- Department of Biological Sciences, Royal Holloway University of London, TW20 0EX Egham, United Kingdom
| | - Paul Christou
- Department of Plant Production and Forestry Science, University of Lleida-Agrotecnio Center, 25198 Lleida, Spain;
- Catalan Institute for Research and Advanced Studies (ICREA), 08010 Barcelona, Spain
| |
Collapse
|
22
|
Correa SM, Alseekh S, Atehortúa L, Brotman Y, Ríos-Estepa R, Fernie AR, Nikoloski Z. Model-assisted identification of metabolic engineering strategies for Jatropha curcas lipid pathways. THE PLANT JOURNAL : FOR CELL AND MOLECULAR BIOLOGY 2020; 104:76-95. [PMID: 33001507 DOI: 10.1111/tpj.14906] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/23/2020] [Revised: 06/03/2020] [Accepted: 06/12/2020] [Indexed: 06/11/2023]
Abstract
Efficient approaches to increase plant lipid production are necessary to meet current industrial demands for this important resource. While Jatropha curcas cell culture can be used for in vitro lipid production, scaling up the system for industrial applications requires an understanding of how growth conditions affect lipid metabolism and yield. Here we present a bottom-up metabolic reconstruction of J. curcas supported with labeling experiments and biomass characterization under three growth conditions. We show that the metabolic model can accurately predict growth and distribution of fluxes in cell cultures and use these findings to pinpoint energy expenditures that affect lipid biosynthesis and metabolism. In addition, by using constraint-based modeling approaches we identify network reactions whose joint manipulation optimizes lipid production. The proposed model and computational analyses provide a stepping stone for future rational optimization of other agronomically relevant traits in J. curcas.
Collapse
Affiliation(s)
- Sandra M Correa
- Genetics of Metabolic Traits Group, Max Planck Institute of Molecular Plant Physiology, Potsdam, 14476, Germany
- Grupo de Biotecnología, Departamento de Ciencias Exactas y Naturales, Universidad de Antioquia, Medellín, 050010, Colombia
| | - Saleh Alseekh
- Central Metabolism Group, Max Planck Institute of Molecular Plant Physiology, Potsdam, 14476, Germany
- Centre for Plant Systems Biology and Biotechnology, Plovdiv, 4000, Bulgaria
| | - Lucía Atehortúa
- Grupo de Biotecnología, Departamento de Ciencias Exactas y Naturales, Universidad de Antioquia, Medellín, 050010, Colombia
| | - Yariv Brotman
- Genetics of Metabolic Traits Group, Max Planck Institute of Molecular Plant Physiology, Potsdam, 14476, Germany
- Department of Life Sciences, Ben-Gurion University of the Negev, Beer-Sheva, 8410501, Israel
| | - Rigoberto Ríos-Estepa
- Grupo de Bioprocesos, Departamento de Ingeniería Química, Universidad de Antioquia, Medellín, 050010, Colombia
| | - Alisdair R Fernie
- Central Metabolism Group, Max Planck Institute of Molecular Plant Physiology, Potsdam, 14476, Germany
- Centre for Plant Systems Biology and Biotechnology, Plovdiv, 4000, Bulgaria
| | - Zoran Nikoloski
- Centre for Plant Systems Biology and Biotechnology, Plovdiv, 4000, Bulgaria
- Bioinformatics, Institute of Biochemistry and Biology, University of Potsdam, Potsdam, 14476, Germany
- Systems Biology and Mathematical Modelling Group, Max Planck Institute of Molecular Plant Physiology, Potsdam-Golm, 14476, Germany
| |
Collapse
|
23
|
Correa SM, Fernie AR, Nikoloski Z, Brotman Y. Towards model-driven characterization and manipulation of plant lipid metabolism. Prog Lipid Res 2020; 80:101051. [PMID: 32640289 DOI: 10.1016/j.plipres.2020.101051] [Citation(s) in RCA: 21] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/07/2020] [Revised: 06/20/2020] [Accepted: 06/21/2020] [Indexed: 01/09/2023]
Abstract
Plant lipids have versatile applications and provide essential fatty acids in human diet. Therefore, there has been a growing interest to better characterize the genetic basis, regulatory networks, and metabolic pathways that shape lipid quantity and composition. Addressing these issues is challenging due to context-specificity of lipid metabolism integrating environmental, developmental, and tissue-specific cues. Here we systematically review the known metabolic pathways and regulatory interactions that modulate the levels of storage lipids in oilseeds. We argue that the current understanding of lipid metabolism provides the basis for its study in the context of genome-wide plant metabolic networks with the help of approaches from constraint-based modeling and metabolic flux analysis. The focus is on providing a comprehensive summary of the state-of-the-art of modeling plant lipid metabolic pathways, which we then contrast with the existing modeling efforts in yeast and microalgae. We then point out the gaps in knowledge of lipid metabolism, and enumerate the recent advances of using genome-wide association and quantitative trait loci mapping studies to unravel the genetic regulations of lipid metabolism. Finally, we offer a perspective on how advances in the constraint-based modeling framework can propel further characterization of plant lipid metabolism and its rational manipulation.
Collapse
Affiliation(s)
- Sandra M Correa
- Genetics of Metabolic Traits Group, Max Planck Institute for Molecular Plant Physiology, Potsdam 14476, Germany; Department of Life Sciences, Ben-Gurion University of the Negev, 8410501 Beer-Sheva, Israel; Departamento de Ciencias Exactas y Naturales, Universidad de Antioquia, Medellín 050010, Colombia.
| | - Alisdair R Fernie
- Central Metabolism Group, Max Planck Institute for Molecular Plant Physiology, Potsdam 14476, Germany; Center of Plant Systems Biology and Biotechnology, Plovdiv, Bulgaria
| | - Zoran Nikoloski
- Center of Plant Systems Biology and Biotechnology, Plovdiv, Bulgaria; Bioinformatics, Institute of Biochemistry and Biology, University of Potsdam, 14476 Potsdam, Germany; Systems Biology and Mathematical Modelling Group, Max Planck Institute for Molecular Plant Physiology, Potsdam-Golm 14476, Germany.
| | - Yariv Brotman
- Genetics of Metabolic Traits Group, Max Planck Institute for Molecular Plant Physiology, Potsdam 14476, Germany; Department of Life Sciences, Ben-Gurion University of the Negev, 8410501 Beer-Sheva, Israel
| |
Collapse
|