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Weintraub SJ, Li Z, Nakagawa CL, Collins JH, Young EM. Oleaginous Yeast Biology Elucidated With Comparative Transcriptomics. Biotechnol Bioeng 2024. [PMID: 39659041 DOI: 10.1002/bit.28891] [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: 04/03/2024] [Revised: 09/30/2024] [Accepted: 11/12/2024] [Indexed: 12/12/2024]
Abstract
Extremophilic yeasts have favorable metabolic and tolerance traits for biomanufacturing- like lipid biosynthesis, flavinogenesis, and halotolerance - yet the connection between these favorable phenotypes and strain genotype is not well understood. To this end, this study compares the phenotypes and gene expression patterns of biotechnologically relevant yeasts Yarrowia lipolytica, Debaryomyces hansenii, and Debaryomyces subglobosus grown under nitrogen starvation, iron starvation, and salt stress. To analyze the large data set across species and conditions, two approaches were used: a "network-first" approach where a generalized metabolic network serves as a scaffold for mapping genes and a "cluster-first" approach where unsupervised machine learning co-expression analysis clusters genes. Both approaches provide insight into strain behavior. The network-first approach corroborates that Yarrowia upregulates lipid biosynthesis during nitrogen starvation and provides new evidence that riboflavin overproduction in Debaryomyces yeasts is overflow metabolism that is routed to flavin cofactor production under salt stress. The cluster-first approach does not rely on annotation; therefore, the coexpression analysis can identify known and novel genes involved in stress responses, mainly transcription factors and transporters. Therefore, this work links the genotype to the phenotype of biotechnologically relevant yeasts and demonstrates the utility of complementary computational approaches to gain insight from transcriptomics data across species and conditions.
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Affiliation(s)
- Sarah J Weintraub
- Department of Bioinformatics and Computational Biology, Worcester Polytechnic Institute, Worcester, Massachusetts, USA
| | - Zekun Li
- Department of Chemical Engineering, Worcester Polytechnic Institute, Worcester, Massachusetts, USA
| | - Carter L Nakagawa
- Department of Bioinformatics and Computational Biology, Worcester Polytechnic Institute, Worcester, Massachusetts, USA
| | - Joseph H Collins
- Department of Chemical Engineering, Worcester Polytechnic Institute, Worcester, Massachusetts, USA
| | - Eric M Young
- Department of Bioinformatics and Computational Biology, Worcester Polytechnic Institute, Worcester, Massachusetts, USA
- Department of Chemical Engineering, Worcester Polytechnic Institute, Worcester, Massachusetts, USA
- Department of Biology and Biotechnology, Worcester Polytechnic Institute, Worcester, Massachusetts, USA
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2
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Pang F, Solanki MK, Xing YX, Dong DF, Wang Z. Streptomyces improves sugarcane drought tolerance by enhancing phenylalanine biosynthesis and optimizing the rhizosphere environment. PLANT PHYSIOLOGY AND BIOCHEMISTRY : PPB 2024; 217:109236. [PMID: 39481196 DOI: 10.1016/j.plaphy.2024.109236] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/10/2024] [Revised: 09/29/2024] [Accepted: 10/23/2024] [Indexed: 11/02/2024]
Abstract
Drought stress is a common hazard faced by sugarcane growth, and utilizing microorganisms to enhance plant tolerance to abiotic stress has become an important method for sustainable agricultural development. Several studies have demonstrated that Streptomyces chartreuses WZS021 improves sugarcane tolerance to drought stress. However, the molecular mechanisms underlying tolerance at the transcriptional and metabolomic levels remain unclear. We comprehensively evaluated the physiological and molecular mechanisms by which WZS021 enhances drought tolerance in sugarcane, by performing transcriptome sequencing and non-targeted metabolomics; and examining rhizosphere soil properties and plant tissue antioxidant capacity. WZS021 inoculation improved the rhizosphere nutritional environment (AP, ammonia, OM) of sugarcane and enhanced the antioxidant capacity of plant roots, stems, and leaves (POD, SOD, CAT). Comprehensive analyses of the transcriptome and metabolome revealed that WZS021 mainly affects plant drought tolerance through phenylalanine metabolism, plant hormone signal transduction, and flavonoid biosynthesis pathways. The drought tolerance signaling molecules mediated by WZS021 include petunidin, salicylic acid, α-Linoleic acid, auxin, geranylgeraniol and phenylalanine, as well as key genes related to plant hormone signaling transduction (YUCCA, amiE, AUX, CYPs, PAL, etc.). Interestingly, inoculation with WZS021 during regular watering induces a transcriptome-level response to biological stress in sugarcane plants. This study further elucidates a WZS021-dependent rhizosphere-mediated regulatory mechanism for improving sugarcane drought tolerance, providing a theoretical basis for increasing sugarcane production capacity.
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Affiliation(s)
- Fei Pang
- College of Agriculture, Guangxi University, Nanning, China
| | - Manoj Kumar Solanki
- Guangxi Key Laboratory of Agricultural Resources Chemistry and Biotechnology, Agricultural College, Yulin Normal University, Yulin, 537000, China; Department of Life Sciences and Biological Sciences, IES University, Bhopal, Madhya Pradesh, India
| | - Yong-Xiu Xing
- College of Agriculture, Guangxi University, Nanning, China
| | - Deng-Feng Dong
- College of Agriculture, Guangxi University, Nanning, China.
| | - Zhen Wang
- College of Agriculture, Guangxi University, Nanning, China; Guangxi Key Laboratory of Agricultural Resources Chemistry and Biotechnology, Agricultural College, Yulin Normal University, Yulin, 537000, China.
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3
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Dehghanian Z, Ahmadabadi M, Asgari Lajayer B, Gougerdchi V, Hamedpour-Darabi M, Bagheri N, Sharma R, Vetukuri RR, Astatkie T, Dell B. Quinoa: A Promising Crop for Resolving the Bottleneck of Cultivation in Soils Affected by Multiple Environmental Abiotic Stresses. PLANTS (BASEL, SWITZERLAND) 2024; 13:2117. [PMID: 39124236 PMCID: PMC11313704 DOI: 10.3390/plants13152117] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/25/2024] [Revised: 07/18/2024] [Accepted: 07/24/2024] [Indexed: 08/12/2024]
Abstract
Quinoa (Chenopodium quinoa Willd.) has gained worldwide recognition for its nutritional values, adaptability to diverse environments, and genetic diversity. This review explores the current understanding of quinoa tolerance to environmental stress, focusing on drought, salinity, heat, heavy metals, and UV-B radiation. Although drought and salinity have been extensively studied, other stress factors remain underexplored. The ever-increasing incidence of abiotic stress, exacerbated by unpredictable weather patterns and climate change, underscores the importance of understanding quinoa's responses to these challenges. Global gene banks safeguard quinoa's genetic diversity, supporting breeding efforts to develop stress-tolerant varieties. Recent advances in genomics and molecular tools offer promising opportunities to improve stress tolerance and increase the yield potential of quinoa. Transcriptomic studies have shed light on the responses of quinoa to drought and salinity, yet further studies are needed to elucidate its resilience to other abiotic stresses. Quinoa's ability to thrive on poor soils and limited water resources makes it a sustainable option for land restoration and food security enterprises. In conclusion, quinoa is a versatile and robust crop with the potential to address food security challenges under environmental constraints.
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Affiliation(s)
- Zahra Dehghanian
- Department of Biotechnology, Faculty of Agriculture, Azarbaijan Shahid Madani University, Tabriz 53714-161, Iran; (Z.D.); (M.A.); (N.B.)
| | - Mohammad Ahmadabadi
- Department of Biotechnology, Faculty of Agriculture, Azarbaijan Shahid Madani University, Tabriz 53714-161, Iran; (Z.D.); (M.A.); (N.B.)
| | | | - Vahideh Gougerdchi
- Department of Plant Breeding and Biotechnology, Faculty of Agriculture, University of Tabriz, Tabriz 5166616471, Iran;
| | - Mohsen Hamedpour-Darabi
- Department of Horticultural Science, Faculty of Agriculture, Shiraz University, Shiraz 7194684471, Iran;
| | - Nazila Bagheri
- Department of Biotechnology, Faculty of Agriculture, Azarbaijan Shahid Madani University, Tabriz 53714-161, Iran; (Z.D.); (M.A.); (N.B.)
| | - Ritika Sharma
- Department of Botany, Central University of Jammu, Rahya Suchani, Samba, Jammu 181143, India;
| | - Ramesh R. Vetukuri
- Department of Plant Breeding, Swedish University of Agricultural Sciences, 23422 Lomma, Sweden;
| | - Tess Astatkie
- Faculty of Agriculture, Dalhousie University, Truro, NS B2N 5E3, Canada;
| | - Bernard Dell
- Centre for Crop and Food Innovation, Murdoch University, Murdoch 6150, Australia;
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Boulc'h PN, Clouet V, Niogret MF, Avice JC, Musse M, Leport L. Leaf drought adaptive response in winter oilseed rape is altered at the onset of senescence: a study combining NMR relaxometry, multi-omics and microscopy. PHYSIOLOGIA PLANTARUM 2024; 176:e14454. [PMID: 39164841 DOI: 10.1111/ppl.14454] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/09/2024] [Revised: 07/05/2024] [Accepted: 07/15/2024] [Indexed: 08/22/2024]
Abstract
Climate change is bringing more frequent and intense droughts, reducing overall water availability and adversely affecting crops. There is a need to improve our understanding of the tissular and cellular adaptation mechanisms that are critical for plant water conservation strategies. Here, we have used NMR relaxometry in combination with microscopy and multi-omic analysis to study the effects of progressive soil drought on winter oilseed rape (WOSR, Brassica napus L., cv. Aviso) leaves. This study reveals the structural and metabolic adjustments these leaves operate to maintain cell homeostasis. Our results are original in showing that the adaptive responses are altered in leaves at the onset of senescence, associated with changes in metabolic plasticity and mesophyll structures. Thus, long-term responses in young leaves involving osmotic adjustment were combined with the maintenance of tissue hydration and cell growth, contributing to high survival and recovery capacity. For the first time, short-term responses observed in early senescent-old leaves were associated with early drought-induced dehydration of the spongy layer. However, this dehydration was not followed by osmotic adjustment and did not allow maintenance of leaf tissue turgor. These findings open further studies on the genetic variability of drought responses related to identified short- and long-term structural and metabolic plasticity traits in Brassica species.
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Affiliation(s)
- Pierre-Nicolas Boulc'h
- UMR Institut de Génétique, Environnement et Protection des Plantes (IGEPP), INRAE, Institut Agro Rennes-Angers, Université Rennes, Le Rheu, France
- UR Optimisation des Procédés en Agro-alimentaire, Agriculture et Environnement (OPAALE), INRAE, Rennes, France
| | - Vanessa Clouet
- UMR Institut de Génétique, Environnement et Protection des Plantes (IGEPP), INRAE, Institut Agro Rennes-Angers, Université Rennes, Le Rheu, France
| | - Marie-Françoise Niogret
- UMR Institut de Génétique, Environnement et Protection des Plantes (IGEPP), INRAE, Institut Agro Rennes-Angers, Université Rennes, Le Rheu, France
| | - Jean-Christophe Avice
- Université de Caen Normandie, INRAe, UMR Ecophysiologie Végétale et Agronomie (EVA), Caen, France
| | - Maja Musse
- UR Optimisation des Procédés en Agro-alimentaire, Agriculture et Environnement (OPAALE), INRAE, Rennes, France
| | - Laurent Leport
- UMR Institut de Génétique, Environnement et Protection des Plantes (IGEPP), INRAE, Institut Agro Rennes-Angers, Université Rennes, Le Rheu, France
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Khan MIR, Nazir F, Maheshwari C, Chopra P, Chhillar H, Sreenivasulu N. Mineral nutrients in plants under changing environments: A road to future food and nutrition security. THE PLANT GENOME 2023; 16:e20362. [PMID: 37480222 DOI: 10.1002/tpg2.20362] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/14/2022] [Revised: 04/25/2023] [Accepted: 05/20/2023] [Indexed: 07/23/2023]
Abstract
Plant nutrition is an important aspect that contributes significantly to sustainable agriculture, whereas minerals enrichment in edible source implies global human health; hence, both strategies need to be bridged to ensure "One Health" strategies. Abiotic stress-induced nutritional imbalance impairs plant growth. In this context, we discuss the molecular mechanisms related to the readjustment of nutrient pools for sustained plant growth under harsh conditions, and channeling the minerals to edible source (seeds) to address future nutritional security. This review particularly highlights interventions on (i) the physiological and molecular responses of mineral nutrients in crop plants under stressful environments; (ii) the deployment of breeding and biotechnological strategies for the optimization of nutrient acquisition, their transport, and distribution in plants under changing environments. Furthermore, the present review also infers the recent advancements in breeding and biotechnology-based biofortification approaches for nutrient enhancement in crop plants to optimize yield and grain mineral concentrations under control and stress-prone environments to address food and nutritional security.
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Affiliation(s)
| | - Faroza Nazir
- Department of Botany, Jamia Hamdard, New Delhi, India
| | - Chirag Maheshwari
- Division of Biochemistry, ICAR-Indian Agricultural Research Institute, New Delhi, India
| | | | | | - Nese Sreenivasulu
- Consumer-Driven Grain Quality and Nutrition Center, Rice Breeding and Innovation Platform, International Rice Research Institute, Los Banos, Philippines
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Bennis M, Kaddouri K, Badaoui B, Bouhnik O, Chaddad Z, Perez-Tapia V, Lamin H, Alami S, Lamrabet M, Abdelmoumen H, Bedmar EJ, Missbah El Idrissi M. Plant growth promoting activities of Pseudomonas sp. and Enterobacter sp. isolated from the rhizosphere of Vachellia gummifera in Morocco. FEMS Microbiol Ecol 2023; 99:fiad114. [PMID: 37742210 DOI: 10.1093/femsec/fiad114] [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: 07/05/2023] [Revised: 08/22/2023] [Accepted: 09/19/2023] [Indexed: 09/26/2023] Open
Abstract
The Moroccan endemic Vachellia gummifera grows wild under extreme desert conditions. This plant could be used as an alternative fodder for goats, and camels, in order to protect the Argan forests against overgrazing in Central and Southwestern Moroccan semiarid areas. With the aim to improve the V. gummifera population's density in semiarid areas, we proposed its inoculation with performing plant growth-promoting bacteria. Hence, 500 bacteria were isolated from the plant rhizosphere. From these, 291 isolates were retained for plant growth-promoting (PGP) activities assessment. A total of 44 isolates showed the best phosphates solubilization potential, as well as siderophore and auxin production. The combination of REP-PCR (repetitive extragenic palindromic-polymerase chain reaction) fingerprinting, PGP activities, and phenotypic properties, allowed the selection of three strains for the inoculation experiments. The three selected strains' 16S rRNA sequencing showed that they are members of the Enterobacter and Pseudomonas genera. The inoculation with three strains had diverse effects on V. gummifera growth parameters. All single and combined inoculations improved the plant shoot weight by more than 200%, and the root length by up to 139%, while some combinations further improved protein and chlorophyll content, thereby improving the plant's forage value. The three selected strains constitute an effective inoculum for use in the arid and semiarid zones of southern Morocco.
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Affiliation(s)
- Meryeme Bennis
- Equipe de Microbiologie et Biologie Moléculaire, Centre de Biotechnologies végétales et microbiennes, Biodiversité et Environnement, Faculty of Sciences, Mohammed V University in Rabat, 4 Avenue Ibn Battouta, Agdal, B.P. 1014 RP, Rabat 10080, Morocco
| | - Koutar Kaddouri
- Equipe de Microbiologie et Biologie Moléculaire, Centre de Biotechnologies végétales et microbiennes, Biodiversité et Environnement, Faculty of Sciences, Mohammed V University in Rabat, 4 Avenue Ibn Battouta, Agdal, B.P. 1014 RP, Rabat 10080, Morocco
| | - Bouabid Badaoui
- Laboratoire de Zoologie et de Biologie Générale, Centre de Biotechnologies végétales et microbiennes, Biodiversité et Environnement, Faculty of Sciences, Mohammed V University in Rabat, 4 Avenue Ibn Battouta, Agdal, B.P. 1014 RP, Rabat 10080, Morocco
| | - Omar Bouhnik
- Equipe de Microbiologie et Biologie Moléculaire, Centre de Biotechnologies végétales et microbiennes, Biodiversité et Environnement, Faculty of Sciences, Mohammed V University in Rabat, 4 Avenue Ibn Battouta, Agdal, B.P. 1014 RP, Rabat 10080, Morocco
| | - Zohra Chaddad
- Equipe de Microbiologie et Biologie Moléculaire, Centre de Biotechnologies végétales et microbiennes, Biodiversité et Environnement, Faculty of Sciences, Mohammed V University in Rabat, 4 Avenue Ibn Battouta, Agdal, B.P. 1014 RP, Rabat 10080, Morocco
| | - Vicente Perez-Tapia
- Departamento de Microbiología del Suelo y Sistemas Simbíoticos Estacíon Experimental del Zaidín, CSIC, Apartado Postal 419, 18008 Granada, Spain
| | - Hanane Lamin
- Equipe de Microbiologie et Biologie Moléculaire, Centre de Biotechnologies végétales et microbiennes, Biodiversité et Environnement, Faculty of Sciences, Mohammed V University in Rabat, 4 Avenue Ibn Battouta, Agdal, B.P. 1014 RP, Rabat 10080, Morocco
| | - Soufiane Alami
- Equipe de Microbiologie et Biologie Moléculaire, Centre de Biotechnologies végétales et microbiennes, Biodiversité et Environnement, Faculty of Sciences, Mohammed V University in Rabat, 4 Avenue Ibn Battouta, Agdal, B.P. 1014 RP, Rabat 10080, Morocco
| | - Mouad Lamrabet
- Equipe de Microbiologie et Biologie Moléculaire, Centre de Biotechnologies végétales et microbiennes, Biodiversité et Environnement, Faculty of Sciences, Mohammed V University in Rabat, 4 Avenue Ibn Battouta, Agdal, B.P. 1014 RP, Rabat 10080, Morocco
| | - Hanaa Abdelmoumen
- Equipe de Microbiologie et Biologie Moléculaire, Centre de Biotechnologies végétales et microbiennes, Biodiversité et Environnement, Faculty of Sciences, Mohammed V University in Rabat, 4 Avenue Ibn Battouta, Agdal, B.P. 1014 RP, Rabat 10080, Morocco
| | - Eulogio J Bedmar
- Departamento de Microbiología del Suelo y Sistemas Simbíoticos Estacíon Experimental del Zaidín, CSIC, Apartado Postal 419, 18008 Granada, Spain
| | - Mustapha Missbah El Idrissi
- Equipe de Microbiologie et Biologie Moléculaire, Centre de Biotechnologies végétales et microbiennes, Biodiversité et Environnement, Faculty of Sciences, Mohammed V University in Rabat, 4 Avenue Ibn Battouta, Agdal, B.P. 1014 RP, Rabat 10080, Morocco
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Jiménez-Arias D, Morales-Sierra S, Suárez E, Lozano-Juste J, Coego A, Estevez JC, Borges AA, Rodriguez PL. Abscisic acid mimic-fluorine derivative 4 alleviates water deficit stress by regulating ABA-responsive genes, proline accumulation, CO2 assimilation, water use efficiency and better nutrient uptake in tomato plants. FRONTIERS IN PLANT SCIENCE 2023; 14:1191967. [PMID: 37360737 PMCID: PMC10285300 DOI: 10.3389/fpls.2023.1191967] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 03/22/2023] [Accepted: 05/26/2023] [Indexed: 06/28/2023]
Abstract
Water deficit represents a serious limitation for agriculture and both genetic and chemical approaches are being used to cope with this stress and maintain plant yield. Next-generation agrochemicals that control stomatal aperture are promising for controlling water use efficiency. For example, chemical control of abscisic acid (ABA) signaling through ABA-receptor agonists is a powerful method to activate plant adaptation to water deficit. Such agonists are molecules able to bind and activate ABA receptors and, although their development has experienced significant advances in the last decade, few translational studies have been performed in crops. Here, we describe protection by the ABA mimic-fluorine derivative 4 (AMF4) agonist of the vegetative growth in tomato plants subjected to water restriction. Photosynthesis in mock-treated plants is markedly impaired under water deficit conditions, whereas AMF4 treatment notably improves CO2 assimilation, the relative plant water content and growth. As expected for an antitranspirant molecule, AMF4 treatment diminishes stomatal conductance and transpiration in the first phase of the experiment; however, when photosynthesis declines in mock-treated plants as stress persists, higher photosynthetic and transpiration parameters are recorded in agonist-treated plants. Additionally, AMF4 increases proline levels over those achieved in mock-treated plants in response to water deficit. Thus water deficit and AMF4 cooperate to upregulate P5CS1 through both ABA-independent and ABA-dependent pathways, and therefore, higher proline levels are produced Finally, analysis of macronutrients reveals higher levels of Ca, K and Mg in AMF4- compared to mock-treated plants subjected to water deficit. Overall, these physiological analyses reveal a protective effect of AMF4 over photosynthesis under water deficit and enhanced water use efficiency after agonist treatment. In summary, AMF4 treatment is a promising approach for farmers to protect the vegetative growth of tomatoes under water deficit stress.
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Affiliation(s)
- David Jiménez-Arias
- ISOPlexis, Center for Sustainable Agriculture and Food Technology, Madeira University, Madeira, Portugal
- Chemical Plant Defence Activators Group, Department of Life Science & Earth, Instituto de Productos Naturales y Agrobiología-CSIC, Avda Astrofísico Francisco Sánchez 3, Canary Islands, Spain
| | - Sarai Morales-Sierra
- Grupo de Biología Vegetal Aplicada, Departamento de Botánica, Ecología y Fisiología Vegetal, Universidad de La Laguna, Avda, Astrofisico Francisco Sánchez, Canary Islands, Spain
| | - Emma Suárez
- Grupo de Biología Vegetal Aplicada, Departamento de Botánica, Ecología y Fisiología Vegetal, Universidad de La Laguna, Avda, Astrofisico Francisco Sánchez, Canary Islands, Spain
| | - Jorge Lozano-Juste
- Instituto de Biología Molecular y Celular de Plantas, Consejo Superior de Investigaciones Científicas, Universidad Politécnica de Valencia, Valencia, Spain
| | - Alberto Coego
- Instituto de Biología Molecular y Celular de Plantas, Consejo Superior de Investigaciones Científicas, Universidad Politécnica de Valencia, Valencia, Spain
| | - Juan C. Estevez
- Centro Singular de Investigación en Química e Bioloxía Molecular (CiQUS), Departamento de Química Orgánica, Universidade de Santiago de Compostela, Santiago de Compostela, Spain
| | - Andrés A. Borges
- Chemical Plant Defence Activators Group, Department of Life Science & Earth, Instituto de Productos Naturales y Agrobiología-CSIC, Avda Astrofísico Francisco Sánchez 3, Canary Islands, Spain
| | - Pedro L. Rodriguez
- Instituto de Biología Molecular y Celular de Plantas, Consejo Superior de Investigaciones Científicas, Universidad Politécnica de Valencia, Valencia, Spain
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Huan X, Li L, Liu Y, Kong Z, Liu Y, Wang Q, Liu J, Zhang P, Guo Y, Qin P. Integrating transcriptomics and metabolomics to analyze quinoa ( Chenopodium quinoa Willd.) responses to drought stress and rewatering. FRONTIERS IN PLANT SCIENCE 2022; 13:988861. [PMID: 36388589 PMCID: PMC9645111 DOI: 10.3389/fpls.2022.988861] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/07/2022] [Accepted: 10/10/2022] [Indexed: 06/01/2023]
Abstract
The crop production of quinoa (Chenopodium quinoa Willd.), the only plant meeting basic human nutritional requirements, is affected by drought stress. To better understand the drought tolerance mechanism of quinoa, we screened the drought-tolerant quinoa genotype "Dianli 129" and studied the seedling leaves of the drought-tolerant quinoa genotype after drought and rewatering treatments using transcriptomics and targeted metabolomics. Drought-treatment, drought control, rewatering-treated, and rewatered control were named as DR, DC, RW, and RC, respectively. Among four comparison groups, DC vs. DR, RC vs. RW, RW vs. DR, and RC vs. DC, we identified 10,292, 2,307, 12,368, and 3 differentially expressed genes (DEGs), and 215, 192, 132, and 19 differentially expressed metabolites (DEMs), respectively. A total of 38,670 genes and 142 pathways were annotated. The results of transcriptome and metabolome association analysis showed that gene-LOC110713661 and gene-LOC110738152 may be the key genes for drought tolerance in quinoa. Some metabolites accumulated in quinoa leaves in response to drought stress, and the plants recovered after rewatering. DEGs and DEMs participate in starch and sucrose metabolism and flavonoid biosynthesis, which are vital for improving drought tolerance in quinoa. Drought tolerance of quinoa was correlated with gene expression differences, metabolite accumulation and good recovery after rewatering. These findings improve our understanding of drought and rewatering responses in quinoa and have implications for the breeding of new drought-tolerance varieties while providing a theoretical basis for drought-tolerance varieties identification.
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Affiliation(s)
- Xiuju Huan
- College of Agronomy and Biotechnology, Yunnan Agricultural University, Kunming, China
| | - Li Li
- College of Agronomy and Biotechnology, Yunnan Agricultural University, Kunming, China
| | - Yongjiang Liu
- College of Agronomy and Biotechnology, Yunnan Agricultural University, Kunming, China
| | - Zhiyou Kong
- College of Resources and Environment, Baoshan College, Baoshan, China
| | - Yeju Liu
- Graduate Office, Yunnan Agricultural University, Kunming, China
| | - Qianchao Wang
- College of Agronomy and Biotechnology, Yunnan Agricultural University, Kunming, China
| | - Junna Liu
- College of Agronomy and Biotechnology, Yunnan Agricultural University, Kunming, China
| | - Ping Zhang
- College of Agronomy and Biotechnology, Yunnan Agricultural University, Kunming, China
| | - Yirui Guo
- College of Agronomy and Biotechnology, Yunnan Agricultural University, Kunming, China
| | - Peng Qin
- College of Agronomy and Biotechnology, Yunnan Agricultural University, Kunming, China
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