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Voothuluru P, Wu Y, Sharp RE. Not so hidden anymore: Advances and challenges in understanding root growth under water deficits. THE PLANT CELL 2024; 36:1377-1409. [PMID: 38382086 PMCID: PMC11062450 DOI: 10.1093/plcell/koae055] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/14/2023] [Revised: 02/09/2024] [Accepted: 02/15/2024] [Indexed: 02/23/2024]
Abstract
Limited water availability is a major environmental factor constraining plant development and crop yields. One of the prominent adaptations of plants to water deficits is the maintenance of root growth that enables sustained access to soil water. Despite early recognition of the adaptive significance of root growth maintenance under water deficits, progress in understanding has been hampered by the inherent complexity of root systems and their interactions with the soil environment. We highlight selected milestones in the understanding of root growth responses to water deficits, with emphasis on founding studies that have shaped current knowledge and set the stage for further investigation. We revisit the concept of integrated biophysical and metabolic regulation of plant growth and use this framework to review central growth-regulatory processes occurring within root growth zones under water stress at subcellular to organ scales. Key topics include the primary processes of modifications of cell wall-yielding properties and osmotic adjustment, as well as regulatory roles of abscisic acid and its interactions with other hormones. We include consideration of long-recognized responses for which detailed mechanistic understanding has been elusive until recently, for example hydrotropism, and identify gaps in knowledge, ongoing challenges, and opportunities for future research.
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Affiliation(s)
- Priya Voothuluru
- Division of Plant Science and Technology, University of Missouri, Columbia, MO 65211, USA
- Interdisciplinary Plant Group, University of Missouri, Columbia, MO 65211, USA
| | - Yajun Wu
- Department of Biology and Microbiology, South Dakota State University, Brookings, SD 57007, USA
| | - Robert E Sharp
- Division of Plant Science and Technology, University of Missouri, Columbia, MO 65211, USA
- Interdisciplinary Plant Group, University of Missouri, Columbia, MO 65211, USA
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2
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Farooqi MQU, Nawaz G, Wani SH, Choudhary JR, Rana M, Sah RP, Afzal M, Zahra Z, Ganie SA, Razzaq A, Reyes VP, Mahmoud EA, Elansary HO, El-Abedin TKZ, Siddique KHM. Recent developments in multi-omics and breeding strategies for abiotic stress tolerance in maize ( Zea mays L.). FRONTIERS IN PLANT SCIENCE 2022; 13:965878. [PMID: 36212378 PMCID: PMC9538355 DOI: 10.3389/fpls.2022.965878] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/10/2022] [Accepted: 08/23/2022] [Indexed: 06/12/2023]
Abstract
High-throughput sequencing technologies (HSTs) have revolutionized crop breeding. The advent of these technologies has enabled the identification of beneficial quantitative trait loci (QTL), genes, and alleles for crop improvement. Climate change have made a significant effect on the global maize yield. To date, the well-known omic approaches such as genomics, transcriptomics, proteomics, and metabolomics are being incorporated in maize breeding studies. These approaches have identified novel biological markers that are being utilized for maize improvement against various abiotic stresses. This review discusses the current information on the morpho-physiological and molecular mechanism of abiotic stress tolerance in maize. The utilization of omics approaches to improve abiotic stress tolerance in maize is highlighted. As compared to single approach, the integration of multi-omics offers a great potential in addressing the challenges of abiotic stresses of maize productivity.
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Affiliation(s)
| | - Ghazala Nawaz
- Department of Botanical and Environmental Sciences, Kohat University of Science and Technology, Kohat, Pakistan
| | - Shabir Hussain Wani
- Mountain Research Centre for Field Crops, Sher-e-Kashmir University of Agricultural Sciences and Technology of Kashmir, Srinagar, India
| | - Jeet Ram Choudhary
- Division of Genetics, Indian Agricultural Research Institute, New Delhi, India
| | - Maneet Rana
- Division of Crop Improvement, ICAR-Indian Grassland and Fodder Research Institute, Jhansi, India
| | - Rameswar Prasad Sah
- Division of Crop Improvement, ICAR-National Rice Research Institute, Cuttack, India
| | - Muhammad Afzal
- College of Food and Agricultural Sciences, King Saud University, Riyadh, Saudi Arabia
| | - Zahra Zahra
- Department of Civil and Environmental Engineering, University of California, Irvine, Irvine, CA, United States
| | | | - Ali Razzaq
- Agronomy Department, University of Florida, Gainesville, FL, United States
| | | | - Eman A. Mahmoud
- Department of Food Industries, Faculty of Agriculture, Damietta University, Damietta, Egypt
| | - Hosam O. Elansary
- Plant Production Department, College of Food and Agriculture Sciences, King Saud University, Riyadh, Saudi Arabia
- Floriculture, Ornamental Horticulture, and Garden Design Department, Faculty of Agriculture (El-Shatby), Alexandria University, Alexandria, Egypt
- Department of Geography, Environmental Management, and Energy Studies, University of Johannesburg, Johannesburg, South Africa
| | - Tarek K. Zin El-Abedin
- Department of Agriculture & Biosystems Engineering, Faculty of Agriculture (El-Shatby), Alexandria University, Alexandria, Egypt
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Crop Root Responses to Drought Stress: Molecular Mechanisms, Nutrient Regulations, and Interactions with Microorganisms in the Rhizosphere. Int J Mol Sci 2022; 23:ijms23169310. [PMID: 36012575 PMCID: PMC9409098 DOI: 10.3390/ijms23169310] [Citation(s) in RCA: 14] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/07/2022] [Revised: 08/03/2022] [Accepted: 08/17/2022] [Indexed: 12/03/2022] Open
Abstract
Roots play important roles in determining crop development under drought. Under such conditions, the molecular mechanisms underlying key responses and interactions with the rhizosphere in crop roots remain limited compared with model species such as Arabidopsis. This article reviews the molecular mechanisms of the morphological, physiological, and metabolic responses to drought stress in typical crop roots, along with the regulation of soil nutrients and microorganisms to these responses. Firstly, we summarize how root growth and architecture are regulated by essential genes and metabolic processes under water-deficit conditions. Secondly, the functions of the fundamental plant hormone, abscisic acid, on regulating crop root growth under drought are highlighted. Moreover, we discuss how the responses of crop roots to altered water status are impacted by nutrients, and vice versa. Finally, this article explores current knowledge of the feedback between plant and soil microbial responses to drought and the manipulation of rhizosphere microbes for improving the resilience of crop production to water stress. Through these insights, we conclude that to gain a more comprehensive understanding of drought adaption mechanisms in crop roots, future studies should have a network view, linking key responses of roots with environmental factors.
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Yang B, Fu P, Lu J, Ma F, Sun X, Fang Y. Regulated deficit irrigation: an effective way to solve the shortage of agricultural water for horticulture. STRESS BIOLOGY 2022; 2:28. [PMID: 37676363 PMCID: PMC10441918 DOI: 10.1007/s44154-022-00050-5] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/13/2022] [Accepted: 07/06/2022] [Indexed: 09/08/2023]
Abstract
The deficient agricultural water caused by water shortage is a crucial limiting factor of horticultural production. Among many agricultural water-saving technologies, regulated deficit irrigation (RDI) has been proven to be one of the effective technologies to improve water use efficiency and reduce water waste on the premise of maintaining the quality of agricultural products. RDI was first reported more than 40 years ago, although it has been applied in some areas, little is known about understanding of the implementation method, scope of application and detailed mechanism of RDI, resulting in the failure to achieve the effect that RDI should have. This review refers to the research on RDI in different crops published in recent years, summarizes the definition, equipment condition, function, theory illumination, plant response and application in different crops of RDI, and looks forward to its prospect. We expect that this review will provide valuable guidance for researchers and producers concerned, and support the promotion of RDI in more horticultural crops.
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Affiliation(s)
- Bohan Yang
- College of Enology, Shaanxi Provincial Key Laboratory of Viti-Viniculture, Viti-viniculture Engineering Technology Center of State Forestry and Grassland Administration, Shaanxi Engineering Research Center for Viti-Viniculture, Heyang Viti-viniculture Station, Ningxia Eastern Foot of Helan Mountain Wine Station, Northwest A&F University, Yangling, 712100, China
- Center for Viticulture and Enology, School of Agriculture and Biology, Shanghai Jiao Tong University, Shanghai, 200240, China
| | - Peining Fu
- Center for Viticulture and Enology, School of Agriculture and Biology, Shanghai Jiao Tong University, Shanghai, 200240, China
| | - Jiang Lu
- Center for Viticulture and Enology, School of Agriculture and Biology, Shanghai Jiao Tong University, Shanghai, 200240, China
| | - Fengwang Ma
- State Key Laboratory of Crop Stress Biology for Arid Areas, Shaanxi Key Laboratory of Apple, College of Horticulture, Northwest A&F University, Yangling, 712100, China.
| | - Xiangyu Sun
- College of Enology, Shaanxi Provincial Key Laboratory of Viti-Viniculture, Viti-viniculture Engineering Technology Center of State Forestry and Grassland Administration, Shaanxi Engineering Research Center for Viti-Viniculture, Heyang Viti-viniculture Station, Ningxia Eastern Foot of Helan Mountain Wine Station, Northwest A&F University, Yangling, 712100, China.
| | - Yulin Fang
- College of Enology, Shaanxi Provincial Key Laboratory of Viti-Viniculture, Viti-viniculture Engineering Technology Center of State Forestry and Grassland Administration, Shaanxi Engineering Research Center for Viti-Viniculture, Heyang Viti-viniculture Station, Ningxia Eastern Foot of Helan Mountain Wine Station, Northwest A&F University, Yangling, 712100, China.
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Kang J, Voothuluru P, Hoyos-Miernyk E, Alexander D, Oliver MJ, Sharp RE. Antioxidant Metabolism Underlies Different Metabolic Strategies for Primary Root Growth Maintenance under Water Stress in Cotton and Maize. Antioxidants (Basel) 2022; 11:antiox11050820. [PMID: 35624684 PMCID: PMC9137980 DOI: 10.3390/antiox11050820] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/12/2022] [Revised: 04/16/2022] [Accepted: 04/19/2022] [Indexed: 01/24/2023] Open
Abstract
The divergence of metabolic responses to water stress in the elongation zone of cotton and maize primary roots was investigated by establishing water-deficit conditions that generated steady root elongation at equivalent tissue water potentials. In water-stressed cotton roots, cell elongation was maintained in the apical 3 mm but was progressively inhibited with further displacement from the apex. These responses are similar to previous findings in maize, providing the foundation for comparisons of metabolic responses in regions of growth maintenance and inhibition between the species. Metabolomics analyses showed region-specific and species-specific changes in metabolite abundance in response to water stress, revealing both conserved responses including osmolyte accumulation, and key differences in antioxidative and sulfur metabolism. Quantitative assessment showed contrasting glutathione responses in the root elongation zone between the species, with glutathione levels declining in cotton as stress duration progressed, whereas in maize, glutathione levels remained elevated. Despite the lesser glutathione response in cotton, hydrogen peroxide levels were low in water-stressed cotton compared with maize roots and were associated with higher catalase, ascorbate peroxidase, and superoxide dismutase activities in cotton. The results indicate alternative metabolic strategies underlying the responses of primary root growth to water stress between cotton and maize.
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Affiliation(s)
- Jian Kang
- Division of Plant Science and Technology, University of Missouri, Columbia, MO 65211, USA; (J.K.); (E.H.-M.); (M.J.O.)
- Interdisciplinary Plant Group, University of Missouri, Columbia, MO 65211, USA
| | - Priyamvada Voothuluru
- Center for Renewable Carbon, University of Tennessee Institute of Agriculture, Knoxville, TN 37996, USA;
| | - Elizabeth Hoyos-Miernyk
- Division of Plant Science and Technology, University of Missouri, Columbia, MO 65211, USA; (J.K.); (E.H.-M.); (M.J.O.)
- Interdisciplinary Plant Group, University of Missouri, Columbia, MO 65211, USA
| | | | - Melvin J. Oliver
- Division of Plant Science and Technology, University of Missouri, Columbia, MO 65211, USA; (J.K.); (E.H.-M.); (M.J.O.)
- Interdisciplinary Plant Group, University of Missouri, Columbia, MO 65211, USA
| | - Robert E. Sharp
- Division of Plant Science and Technology, University of Missouri, Columbia, MO 65211, USA; (J.K.); (E.H.-M.); (M.J.O.)
- Interdisciplinary Plant Group, University of Missouri, Columbia, MO 65211, USA
- Correspondence: ; Tel.: +1-573-882-1841
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Ranjan A, Sinha R, Singla-Pareek SL, Pareek A, Singh AK. Shaping the root system architecture in plants for adaptation to drought stress. PHYSIOLOGIA PLANTARUM 2022; 174:e13651. [PMID: 35174506 DOI: 10.1111/ppl.13651] [Citation(s) in RCA: 15] [Impact Index Per Article: 7.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/30/2021] [Revised: 02/05/2022] [Accepted: 02/11/2022] [Indexed: 06/14/2023]
Abstract
Root system architecture plays an important role in plant adaptation to drought stress. The root system architecture (RSA) consists of several structural features, which includes number and length of main and lateral roots along with the density and length of root hairs. These features exhibit plasticity under water-limited environments and could be critical to developing crops with efficient root systems for adaptation under drought. Recent advances in the omics approaches have significantly improved our understanding of the regulatory mechanisms of RSA remodeling under drought and the identification of genes and other regulatory elements. Plant response to drought stress at physiological, morphological, biochemical, and molecular levels in root cells is regulated by various phytohormones and their crosstalk. Stress-induced reactive oxygen species play a significant role in regulating root growth and development under drought stress. Several transcription factors responsible for the regulation of RSA under drought have proven to be beneficial for developing drought tolerant crops. Molecular breeding programs for developing drought-tolerant crops have been greatly benefitted by the availability of quantitative trait loci (QTLs) associated with the RSA regulation. In the present review, we have discussed the role of various QTLs, signaling components, transcription factors, microRNAs and crosstalk among various phytohormones in shaping RSA and present future research directions to better understand various factors involved in RSA remodeling for adaptation to drought stress. We believe that the information provided herein may be helpful in devising strategies to develop crops with better RSA for efficient uptake and utilization of water and nutrients under drought conditions.
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Affiliation(s)
- Alok Ranjan
- School of Genetic Engineering, ICAR-Indian Institute of Agricultural Biotechnology, Ranchi, India
| | - Ragini Sinha
- School of Genetic Engineering, ICAR-Indian Institute of Agricultural Biotechnology, Ranchi, India
| | - Sneh L Singla-Pareek
- Plant Stress Biology Group, International Centre for Genetic Engineering and Biotechnology, New Delhi, India
| | - Ashwani Pareek
- Stress Physiology and Molecular Biology Laboratory, School of Life Sciences, Jawaharlal Nehru University, New Delhi, India
- National Agri-Food Biotechnology Institute, Mohali, Punjab, India
| | - Anil Kumar Singh
- School of Genetic Engineering, ICAR-Indian Institute of Agricultural Biotechnology, Ranchi, India
- ICAR-National Institute for Plant Biotechnology, LBS Centre, New Delhi, India
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Scavuzzo-Duggan T, Varoquaux N, Madera M, Vogel JP, Dahlberg J, Hutmacher R, Belcher M, Ortega J, Coleman-Derr D, Lemaux P, Purdom E, Scheller HV. Cell Wall Compositions of Sorghum bicolor Leaves and Roots Remain Relatively Constant Under Drought Conditions. FRONTIERS IN PLANT SCIENCE 2021; 12:747225. [PMID: 34868130 PMCID: PMC8632824 DOI: 10.3389/fpls.2021.747225] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 07/25/2021] [Accepted: 10/15/2021] [Indexed: 06/13/2023]
Abstract
Renewable fuels are needed to replace fossil fuels in the immediate future. Lignocellulosic bioenergy crops provide a renewable alternative that sequesters atmospheric carbon. To prevent displacement of food crops, it would be advantageous to grow biofuel crops on marginal lands. These lands will likely face more frequent and extreme drought conditions than conventional agricultural land, so it is crucial to see how proposed bioenergy crops fare under these conditions and how that may affect lignocellulosic biomass composition and saccharification properties. We found that while drought impacts the plant cell wall of Sorghum bicolor differently according to tissue and timing of drought induction, drought-induced cell wall compositional modifications are relatively minor and produce no negative effect on biomass conversion. This contrasts with the cell wall-related transcriptome, which had a varied range of highly variable genes (HVGs) within four cell wall-related GO categories, depending on the tissues surveyed and time of drought induction. Further, many HVGs had expression changes in which putative impacts were not seen in the physical cell wall or which were in opposition to their putative impacts. Interestingly, most pre-flowering drought-induced cell wall changes occurred in the leaf, with matrix and lignin compositional changes that did not persist after recovery from drought. Most measurable physical post-flowering cell wall changes occurred in the root, affecting mainly polysaccharide composition and cross-linking. This study couples transcriptomics to cell wall chemical analyses of a C4 grass experiencing progressive and differing drought stresses in the field. As such, we can analyze the cell wall-specific response to agriculturally relevant drought stresses on the transcriptomic level and see whether those changes translate to compositional or biomass conversion differences. Our results bolster the conclusion that drought stress does not substantially affect the cell wall composition of specific aerial and subterranean biomass nor impede enzymatic hydrolysis of leaf biomass, a positive result for biorefinery processes. Coupled with previously reported results on the root microbiome and rhizosphere and whole transcriptome analyses of this study, we can formulate and test hypotheses on individual gene candidates' function in mediating drought stress in the grass cell wall, as demonstrated in sorghum.
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Affiliation(s)
- Tess Scavuzzo-Duggan
- Department of Plant & Microbial Biology, University of California, Berkeley, Berkeley, CA, United States
- Joint BioEnergy Institute, Emeryville, CA, United States
- Environmental Genomics and Systems Biology Division, Lawrence Berkeley National Laboratory, Berkeley, CA, United States
| | - Nelle Varoquaux
- Department of Statistics, University of California, Berkeley, Berkeley, CA, United States
- Berkeley Institute for Data Science, University of California, Berkeley, Berkeley, CA, United States
| | - Mary Madera
- Department of Plant & Microbial Biology, University of California, Berkeley, Berkeley, CA, United States
| | - John P. Vogel
- Department of Plant & Microbial Biology, University of California, Berkeley, Berkeley, CA, United States
- DOE Joint Genome Institute, Berkeley, CA, United States
| | - Jeffery Dahlberg
- Kearney Agricultural Research and Extension Center, University of California, Parlier, Parlier, CA, United States
| | - Robert Hutmacher
- West Side Research and Extension Center, University of California, Five Points, Five Points, CA, United States
| | - Michael Belcher
- Department of Plant & Microbial Biology, University of California, Berkeley, Berkeley, CA, United States
- Joint BioEnergy Institute, Emeryville, CA, United States
- Environmental Genomics and Systems Biology Division, Lawrence Berkeley National Laboratory, Berkeley, CA, United States
| | - Jasmine Ortega
- Joint BioEnergy Institute, Emeryville, CA, United States
- Environmental Genomics and Systems Biology Division, Lawrence Berkeley National Laboratory, Berkeley, CA, United States
| | - Devin Coleman-Derr
- Department of Plant & Microbial Biology, University of California, Berkeley, Berkeley, CA, United States
- Plant Gene Expression Center, United States Department of Agriculture-Agricultural Research Service, Albany, CA, United States
| | - Peggy Lemaux
- Department of Plant & Microbial Biology, University of California, Berkeley, Berkeley, CA, United States
| | - Elizabeth Purdom
- Department of Statistics, University of California, Berkeley, Berkeley, CA, United States
| | - Henrik V. Scheller
- Department of Plant & Microbial Biology, University of California, Berkeley, Berkeley, CA, United States
- Joint BioEnergy Institute, Emeryville, CA, United States
- Environmental Genomics and Systems Biology Division, Lawrence Berkeley National Laboratory, Berkeley, CA, United States
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Voothuluru P, Mäkelä P, Zhu J, Yamaguchi M, Cho IJ, Oliver MJ, Simmonds J, Sharp RE. Apoplastic Hydrogen Peroxide in the Growth Zone of the Maize Primary Root. Increased Levels Differentially Modulate Root Elongation Under Well-Watered and Water-Stressed Conditions. FRONTIERS IN PLANT SCIENCE 2020; 11:392. [PMID: 32373139 PMCID: PMC7186474 DOI: 10.3389/fpls.2020.00392] [Citation(s) in RCA: 14] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/05/2020] [Accepted: 03/18/2020] [Indexed: 05/28/2023]
Abstract
Reactive oxygen species (ROS) can act as signaling molecules involved in the acclimation of plants to various abiotic and biotic stresses. However, it is not clear how the generalized increases in ROS and downstream signaling events that occur in response to stressful conditions are coordinated to modify plant growth and development. Previous studies of maize (Zea mays L.) primary root growth under water deficit stress showed that cell elongation is maintained in the apical region of the growth zone but progressively inhibited further from the apex, and that the rate of cell production is also decreased. It was observed that apoplastic ROS, particularly hydrogen peroxide (H2O2), increased specifically in the apical region of the growth zone under water stress, resulting at least partly from increased oxalate oxidase activity in this region. To assess the function of the increase in apoplastic H2O2 in root growth regulation, transgenic maize lines constitutively expressing a wheat oxalate oxidase were utilized in combination with kinematic growth analysis to examine effects of increased apoplastic H2O2 on the spatial pattern of cell elongation and on cell production in well-watered and water-stressed roots. Effects of H2O2 removal (via scavenger pretreatment) specifically from the apical region of the growth zone were also assessed. The results show that apoplastic H2O2 positively modulates cell production and root elongation under well-watered conditions, whereas the normal increase in apoplastic H2O2 in water-stressed roots is causally related to down-regulation of cell production and root growth inhibition. The effects on cell production were accompanied by changes in spatial profiles of cell elongation and in the length of the growth zone. However, effects on overall cell elongation, as reflected in final cell lengths, were minor. These results reveal a fundamental role of apoplastic H2O2 in regulating cell production and root elongation in both well-watered and water-stressed conditions.
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Affiliation(s)
- Priya Voothuluru
- Division of Plant Sciences, University of Missouri, Columbia, MO, United States
- Interdisciplinary Plant Group, University of Missouri, Columbia, MO, United States
| | - Pirjo Mäkelä
- Department of Agricultural Sciences, University of Helsinki, Helsinki, Finland
| | - Jinming Zhu
- Division of Plant Sciences, University of Missouri, Columbia, MO, United States
- Interdisciplinary Plant Group, University of Missouri, Columbia, MO, United States
| | - Mineo Yamaguchi
- Division of Plant Sciences, University of Missouri, Columbia, MO, United States
- Interdisciplinary Plant Group, University of Missouri, Columbia, MO, United States
| | - In-Jeong Cho
- Interdisciplinary Plant Group, University of Missouri, Columbia, MO, United States
- United States Department of Agriculture-Agricultural Research Service, Plant Genetics Research Unit, University of Missouri, Columbia, MO, United States
| | - Melvin J. Oliver
- Interdisciplinary Plant Group, University of Missouri, Columbia, MO, United States
- United States Department of Agriculture-Agricultural Research Service, Plant Genetics Research Unit, University of Missouri, Columbia, MO, United States
| | - John Simmonds
- Agriculture and Agri-Food Canada, Ottawa, ON, Canada
| | - Robert E. Sharp
- Division of Plant Sciences, University of Missouri, Columbia, MO, United States
- Interdisciplinary Plant Group, University of Missouri, Columbia, MO, United States
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Seeve CM, Sunkar R, Zheng Y, Liu L, Liu Z, McMullen M, Nelson S, Sharp RE, Oliver MJ. Water-deficit responsive microRNAs in the primary root growth zone of maize. BMC PLANT BIOLOGY 2019; 19:447. [PMID: 31651253 PMCID: PMC6814125 DOI: 10.1186/s12870-019-2037-y] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/15/2019] [Accepted: 09/12/2019] [Indexed: 05/19/2023]
Abstract
BACKGROUND MicroRNA-mediated gene regulatory networks play a significant role in plant growth and development and environmental stress responses. RESULTS We identified 79 microRNAs (miRNAs) and multiple miRNA variants (isomiRs) belonging to 26 miRNA families in the primary root growth zone of maize seedlings grown at one of three water potentials: well-watered (- 0.02 MPa), mild water deficit stress (- 0.3 MPa), and severe water deficit stress (- 1.6 MPa). The abundances of 3 miRNAs (mild stress) and 34 miRNAs representing 17 families (severe stress) were significantly different in water-deficit stressed relative to well-watered controls (FDR < 0.05 and validated by stem loop RT-qPCR). Degradome sequencing revealed 213 miRNA-regulated transcripts and trancriptome profiling revealed that the abundance of 77 (miRNA-regulated) were regulated by water-defecit stress. miR399e,i,j-3p was strongly regulated by water-defcit stress implicating the possibility of nutrient deficiency during stress. CONCLUSIONS We have identified a number of maize miRNAs that respond to specific water deficits applied to the primary root growth zone. We have also identified transcripts that are targets for miRNA regulation in the root growth zone under water-deficit stress. The miR399e,i,j-3p that is known to regulate phosphate uptake in response to nutrient deficiencies responds to water-deficit stress, however, at the seedling stage the seed provides adequate nutrients for root growth thus miR399e,i,j-3p may play a separate role in water-deficit responses. A water-deficit regulated maize transcript, similar to known miR399 target mimics, was identified and we hypothesized that it is another regulatory player, moderating the role of miR399e,i,j-3p, in primary root growth zone water deficit responses.
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Affiliation(s)
- Candace M. Seeve
- USDA-ARS, Plant Genetics Research Unit, Columbia, MO 65211 USA
- Interdisciplinary Plant Group, University of Missouri, Columbia, MO 65211 USA
| | - Ramanjulu Sunkar
- Department of Biochemistry and Molecular Biology, Oklahoma State University, Stillwater, OK 74078 USA
| | - Yun Zheng
- Yunnan Key Laboratory of Primate Biomedical Research, Kunming University of Science and Technology, Kunming, 650500 Yunnan China
| | - Li Liu
- Faculty of Life Science and Technology, Kunming University of Science and Technology, Kunming, 650500 Yunnan China
| | - Zhijie Liu
- Huazhong Agricultural University, Wuhan, 430070 Hubei Province China
| | - Michael McMullen
- Division of Plant Sciences, Columbia, University of Missouri, Columbia, MO 65211 USA
- Interdisciplinary Plant Group, University of Missouri, Columbia, MO 65211 USA
| | - Sven Nelson
- USDA-ARS, Plant Genetics Research Unit, Columbia, MO 65211 USA
- Interdisciplinary Plant Group, University of Missouri, Columbia, MO 65211 USA
| | - Robert E. Sharp
- Division of Plant Sciences, Columbia, University of Missouri, Columbia, MO 65211 USA
- Interdisciplinary Plant Group, University of Missouri, Columbia, MO 65211 USA
| | - Melvin J. Oliver
- USDA-ARS, Plant Genetics Research Unit, Columbia, MO 65211 USA
- Interdisciplinary Plant Group, University of Missouri, Columbia, MO 65211 USA
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10
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Norway Spruce (Picea abies L.) Provenances Use Different Physiological Strategies to Cope with Water Deficit. FORESTS 2019. [DOI: 10.3390/f10080651] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/25/2023]
Abstract
Research Highlights: In this study, we found different regulatory mechanisms in two contrasting provenances of Norway spruce responding to progressive drought stress. Background and Objectives: In the context of climate and environmental changes, the following question of high importance in scientific studies is: How will Norway spruce, which forms a dominant component in European mountain and boreal forests, be able to cope with the increasing frequencies and intensities of drought periods? The aim of the study was to investigate the physiological responses of eight-month-old seedlings, as a most vulnerable phase of forest tree life, for different spruce provenances, to find out variable strategies in relation to controlled drought stress. Materials and Methods: We performed an experiment under controlled conditions with spruce seedlings from a climatologically warmer stand of 410 m above sea level (a.s.l.), and a moderately cool stand of 931 m a.s.l. The soil water content, leaf predawn water potential, the osmotic potential of needles, the relative water content of needles, and the photosynthetic performance and the contents of primary metabolites (proline and abscisic acid) were investigated as indicators of the spruce seedlings’ responses to water stress. The status of the indicators was analyzed at different temporal intervals, using repeated measures analysis of variance (ANOVA), reflecting the seedlings´ water conditions (early drought, drought, or recovery). On a daily basis, the differences among the indicators were tested with one-way ANOVA. A principal component analysis (PCA) was used to identify the provenance-specific responses of tree drought indicators in a multi-dimensional data set. Results: The responses to drought stress differed between the provenances. Whereas seedlings of ´warm´ provenance from a low altitude performed a conservation strategy, with high amounts of accumulated abscisic acid and closing the stomata faster, the reactions of ´cool´ provenance seedlings from a higher altitude were not so sensitive and the plants’ water supply and photosynthetic performance remained significantly higher. These findings indicate that a higher drought resistance in ´cool´ provenance could be related to greater amounts of proline amino-acids, which are accumulated from the beginning of the drought simulation. Furthermore, proline accumulation resulting in increased stress tolerance is controlled through another mechanism than osmotic adjustment. Conclusions: The observed variations in the regulatory mechanisms used to develop adaptive strategies in different provenances are an important factor for seedling survival under a changing climate.
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11
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Dowd TG, Braun DM, Sharp RE. Maize lateral root developmental plasticity induced by mild water stress. I: Genotypic variation across a high-resolution series of water potentials. PLANT, CELL & ENVIRONMENT 2019; 42:2259-2273. [PMID: 29981147 DOI: 10.1111/pce.13399] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/12/2018] [Revised: 06/27/2018] [Accepted: 06/27/2018] [Indexed: 06/08/2023]
Abstract
Lateral root developmental plasticity induced by mild water stress was examined across a high-resolution series of growth media water potentials (Ψw ) in two genotypes of maize. The suitability of several media for imposing near-stable Ψw treatments on transpiring plants over prolonged growth periods was assessed. Genotypic differences specific to responses of lateral root growth from the primary root system occurred between cultivars FR697 and B73 over a narrow series of water stress treatments ranging in Ψw from -0.25 to -0.40 MPa. In FR697, both the average length and number of first-order lateral roots were substantially enhanced at a Ψw of -0.25 MPa compared with well-watered controls. These effects were separated spatially, occurring primarily in the upper and lower regions of the axial root, respectively. Furthermore, first-order lateral roots progressively increased in diameter with increasing water stress, resulting in a maximum 2.3-fold increase in root volume at a Ψw of -0.40 MPa. In B73, in contrast, the length, diameter, nor number of lateral roots was increased in any of the water stress treatments. The genotype-specific responses observed over this narrow range of Ψw demonstrate the necessity of high-resolution studies at mild stress levels for characterization of lateral root developmental plasticity.
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Affiliation(s)
- Tyler G Dowd
- Divisions of Plant Sciences, University of Missouri, Columbia, Missouri, USA
- Interdisciplinary Plant Group, University of Missouri, Columbia, Missouri
| | - David M Braun
- Biological Sciences, University of Missouri, Columbia, Missouri
- Interdisciplinary Plant Group, University of Missouri, Columbia, Missouri
| | - Robert E Sharp
- Divisions of Plant Sciences, University of Missouri, Columbia, Missouri, USA
- Interdisciplinary Plant Group, University of Missouri, Columbia, Missouri
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12
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Voothuluru P, Braun DM, Boyer JS. An in Vivo Imaging Assay Detects Spatial Variability in Glucose Release from Plant Roots. PLANT PHYSIOLOGY 2018; 178:1002-1010. [PMID: 30237206 PMCID: PMC6236618 DOI: 10.1104/pp.18.00614] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/17/2018] [Accepted: 09/11/2018] [Indexed: 05/08/2023]
Abstract
Plants secrete a plethora of metabolites into the rhizosphere that allow them to obtain nutrients necessary for growth and modify microbial communities around the roots. Plants release considerable amounts of photosynthetically fixed carbon into the rhizosphere; hence, it is important to understand how carbon moves from the roots into the rhizosphere. Approaches used previously to address this question involved radioactive tracers, fluorescent probes, and biosensors to study sugar movement in the roots and into the rhizosphere. Although quite effective for studying sugar movement, it has been challenging to obtain data on spatial and temporal variability in sugar exudation using these techniques. In this study, we developed a gel-based enzyme-coupled colorimetric and fluorometric assay to image glucose (Glc) in vivo and used this assay to show that there is spatial variability in Glc release from plant roots. We found that the primary roots of maize (Zea mays) released more Glc from the base of the root than from the root tip and that the Glc release rate is reduced in response to water stress. These findings were confirmed independently by quantifying Glc release in well-watered and water-stressed maize primary roots using high-performance anion-exchange chromatography. Additionally, we demonstrated differential patterns of Glc exudation in different monocot and eudicot plant species. These findings and their implications on root-rhizosphere interactions are discussed.
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Affiliation(s)
- Priyamvada Voothuluru
- Division of Plant Sciences, University of Missouri, Columbia, Missouri 65211
- Interdisciplinary Plant Group, University of Missouri, Columbia, Missouri 65211
| | - David M Braun
- Interdisciplinary Plant Group, University of Missouri, Columbia, Missouri 65211
- Division of Biological Sciences, University of Missouri, Columbia, Missouri 65211
| | - John S Boyer
- Division of Plant Sciences, University of Missouri, Columbia, Missouri 65211
- Interdisciplinary Plant Group, University of Missouri, Columbia, Missouri 65211
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13
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Dalal M, Sahu S, Tiwari S, Rao AR, Gaikwad K. Transcriptome analysis reveals interplay between hormones, ROS metabolism and cell wall biosynthesis for drought-induced root growth in wheat. PLANT PHYSIOLOGY AND BIOCHEMISTRY : PPB 2018; 130:482-492. [PMID: 30081325 DOI: 10.1016/j.plaphy.2018.07.035] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/07/2018] [Revised: 07/24/2018] [Accepted: 07/31/2018] [Indexed: 05/08/2023]
Abstract
The ability of roots to grow under drought stress is an adaptive trait for crop plants especially under rain fed and restricted irrigation regime. To unravel the molecular mechanism of drought induced-root growth, root transcriptomes of two wheat genotypes viz. Raj3765 and HD2329, with contrasting root growth under drought stress were analyzed. Drought stress significantly enhanced total root length in Raj3765 as compared to that of HD2329. RNA-seq analysis led to the identification of 2783 and 2638 differentially expressed genes (DEGs) in Raj3765 and HD2329, respectively, under drought stress as compared with non-stress conditions. Functional annotation, gene ontology and MapMan analysis of the DEGs revealed differential regulation of genes for pathways associated with root growth and stress tolerance. Drought stress significantly upregulated auxin receptor (AFB2) and ABA responsive transcription factors (MYB78, WRKY18 and GBF3) in roots of Raj3765. Although certain genes for ethylene pathway were downregulated in both the genotypes, ACC oxidase and 2OG-Fe(II) oxygenase were upregulated only in Raj3765 which might contribute to maintenance of a basal ethylene level to maintain root growth. Several genes related to cell wall biosynthesis and ROS metabolism were significantly upregulated in Raj3765. Genes related to gibberellic acid, jasmonic acid and phenylpropanoid pathways were downregulated in roots of both the genotypes under drought stress. Our analysis suggests that a coordinated yet complex interplay between hormones, cellular tolerance, cell wall synthesis and ROS metabolism are required for drought induced root growth in wheat.
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Affiliation(s)
- Monika Dalal
- ICAR-National Research Centre on Plant Biotechnology, New Delhi, 110012, India.
| | - Sarika Sahu
- ICAR-Indian Agricultural Statistics Research Institute, New Delhi, 110012, India.
| | - Sneha Tiwari
- ICAR-National Research Centre on Plant Biotechnology, New Delhi, 110012, India.
| | - Atmakuri R Rao
- ICAR-Indian Agricultural Statistics Research Institute, New Delhi, 110012, India.
| | - Kishor Gaikwad
- ICAR-National Research Centre on Plant Biotechnology, New Delhi, 110012, India.
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14
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Karpinska B, Zhang K, Rasool B, Pastok D, Morris J, Verrall SR, Hedley PE, Hancock RD, Foyer CH. The redox state of the apoplast influences the acclimation of photosynthesis and leaf metabolism to changing irradiance. PLANT, CELL & ENVIRONMENT 2018; 41:1083-1097. [PMID: 28369975 PMCID: PMC5947596 DOI: 10.1111/pce.12960] [Citation(s) in RCA: 34] [Impact Index Per Article: 5.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/23/2016] [Revised: 03/13/2017] [Accepted: 03/22/2017] [Indexed: 05/03/2023]
Abstract
The redox state of the apoplast is largely determined by ascorbate oxidase (AO) activity. The influence of AO activity on leaf acclimation to changing irradiance was explored in wild-type (WT) and transgenic tobacco (Nicotiana tobaccum) lines containing either high [pumpkin AO (PAO)] or low [tobacco AO (TAO)] AO activity at low [low light (LL); 250 μmol m-2 s-1 ] and high [high light (HL); 1600 μmol m-2 s-1 ] irradiance and following the transition from HL to LL. AO activities changed over the photoperiod, particularly in the PAO plants. AO activity had little effect on leaf ascorbate, which was significantly higher under HL than under LL. Apoplastic ascorbate/dehydroascorbate (DHA) ratios and threonate levels were modified by AO activity. Despite decreased levels of transcripts encoding ascorbate synthesis enzymes, leaf ascorbate increased over the first photoperiod following the transition from HL to LL, to much higher levels than LL-grown plants. Photosynthesis rates were significantly higher in the TAO leaves than in WT or PAO plants grown under HL but not under LL. Sub-sets of amino acids and fatty acids were lower in TAO and WT leaves than in the PAO plants under HL, and following the transition to LL. Light acclimation processes are therefore influenced by the apoplastic as well as chloroplastic redox state.
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Affiliation(s)
- Barbara Karpinska
- Centre for Plant Sciences, School of Biology, Faculty of Biological SciencesUniversity of LeedsLeedsLS2 9JTUK
| | - Kaiming Zhang
- Centre for Plant Sciences, School of Biology, Faculty of Biological SciencesUniversity of LeedsLeedsLS2 9JTUK
- College of ForestryHenan Agricultural UniversityZhengzhou450002China
| | - Brwa Rasool
- Centre for Plant Sciences, School of Biology, Faculty of Biological SciencesUniversity of LeedsLeedsLS2 9JTUK
| | - Daria Pastok
- Centre for Plant Sciences, School of Biology, Faculty of Biological SciencesUniversity of LeedsLeedsLS2 9JTUK
| | - Jenny Morris
- Cell and Molecular SciencesThe James Hutton InstituteInvergowrieDundeeDD2 5DAUK
| | - Susan R. Verrall
- Information and Computational SciencesThe James Hutton InstituteInvergowrieDundeeDD2 5DAUK
| | - Pete E. Hedley
- Cell and Molecular SciencesThe James Hutton InstituteInvergowrieDundeeDD2 5DAUK
| | - Robert D. Hancock
- Cell and Molecular SciencesThe James Hutton InstituteInvergowrieDundeeDD2 5DAUK
| | - Christine H. Foyer
- Centre for Plant Sciences, School of Biology, Faculty of Biological SciencesUniversity of LeedsLeedsLS2 9JTUK
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15
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Napoleão TA, Soares G, Vital CE, Bastos C, Castro R, Loureiro ME, Giordano A. Methyl jasmonate and salicylic acid are able to modify cell wall but only salicylic acid alters biomass digestibility in the model grass Brachypodium distachyon. PLANT SCIENCE : AN INTERNATIONAL JOURNAL OF EXPERIMENTAL PLANT BIOLOGY 2017; 263:46-54. [PMID: 28818383 DOI: 10.1016/j.plantsci.2017.06.014] [Citation(s) in RCA: 18] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/04/2017] [Revised: 06/28/2017] [Accepted: 06/30/2017] [Indexed: 06/07/2023]
Abstract
In addition to playing a key role in the response to environmental changes, cell walls are also considered as a valuable feedstock for cellulosic ethanol. Here we explored the effects of the stress-response hormones, salicylic acid and methyl jasmonate, on cell wall biosynthesis and biomass digestibility in Brachypodium distachyon, a species recently considered as a suitable model for biomass conversion. We found that in response to salicylic acid or methyl jasmonate treatment, plant growth was reduced coupled with significant changes in cell wall composition. Cellulose content increased in response to methyl jasmonate whereas a reduction in lignin content was found after salicylic acid application. Moreover, hemicellulose composition was altered and increases in caffeic acid, ferulic acid and p-coumaric acid content were detected in response to both treatments. The hormonal profile and the expression pattern of genes involved in cell wall biosynthesis were also modified. Biomass digestibility was reduced in leaf tissue after salicylic acid treatment and was negatively correlated with ferulic acid and p-coumaric acid content. The results obtained here aid in our understanding of cell wall dynamics in response to stress and will enable the development of new strategies to improve cell wall digestibility in bioenergy feedstock.
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Affiliation(s)
- Thiago Alves Napoleão
- Departamento de Biologia Vegetal, Universidade Federal de Viçosa, Viçosa, Minas Gerais, Brazil
| | - Giuliana Soares
- Departamento de Biologia Vegetal, Universidade Federal de Viçosa, Viçosa, Minas Gerais, Brazil
| | - Camilo Elber Vital
- Departamento de Biologia Vegetal, Universidade Federal de Viçosa, Viçosa, Minas Gerais, Brazil
| | - Carla Bastos
- Departamento de Biologia Vegetal, Universidade Federal de Viçosa, Viçosa, Minas Gerais, Brazil
| | - Robson Castro
- Departamento de Biologia Vegetal, Universidade Federal de Viçosa, Viçosa, Minas Gerais, Brazil
| | - Marcelo Ehlers Loureiro
- Departamento de Biologia Vegetal, Universidade Federal de Viçosa, Viçosa, Minas Gerais, Brazil
| | - Andrea Giordano
- Departamento de Biologia Vegetal, Universidade Federal de Viçosa, Viçosa, Minas Gerais, Brazil.
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16
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Seeve CM, Cho IJ, Hearne LB, Srivastava GP, Joshi T, Smith DO, Sharp RE, Oliver MJ. Water-deficit-induced changes in transcription factor expression in maize seedlings. PLANT, CELL & ENVIRONMENT 2017; 40:686-701. [PMID: 28039925 DOI: 10.1111/pce.12891] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/30/2016] [Revised: 12/16/2016] [Accepted: 12/19/2016] [Indexed: 05/15/2023]
Abstract
Plants tolerate water deficits by regulating gene networks controlling cellular and physiological traits to modify growth and development. Transcription factor (TF)-directed regulation of transcription within these gene networks is key to eliciting appropriate responses. In this study, reverse transcription quantitative PCR (RT-qPCR) was used to examine the abundance of 618 transcripts from 536 TF genes in individual root and shoot tissues of maize seedlings grown in vermiculite under well-watered (water potential of -0.02 MPa) and water-deficit conditions (water potentials of -0.3 and -1.6 MPa). A linear mixed model identified 433 TF transcripts representing 392 genes that differed significantly in abundance in at least one treatment, including TFs that intersect growth and development and environmental stress responses. TFs were extensively differentially regulated across stressed maize seedling tissues. Hierarchical clustering revealed TFs with stress-induced increased abundance in primary root tips that likely regulate root growth responses to water deficits, possibly as part of abscisic acid and/or auxin-dependent signaling pathways. Ten of these TFs were selected for validation in nodal root tips of drought-stressed field-grown plants (late V1 to early V2 stage). Changes in abundance of these TF transcripts under a field drought were similar to those observed in the seedling system.
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Affiliation(s)
- Candace M Seeve
- Plant Genetics Research Unit, USDA-ARS, Columbia, MO, 65211, USA
- Interdisciplinary Plant Group, University of Missouri, Columbia, MO, 65211, USA
| | - In-Jeong Cho
- Plant Genetics Research Unit, USDA-ARS, Columbia, MO, 65211, USA
| | - Leonard B Hearne
- Statistics Department, University of Missouri, Columbia, MO, 65211, USA
| | | | - Trupti Joshi
- Interdisciplinary Plant Group, University of Missouri, Columbia, MO, 65211, USA
- Department of Molecular Microbiology and Immunology, School of Medicine, University of Missouri, Columbia, MO, 65211, USA
- Informatics Institute and Christopher S Bond Life Science Center, Columbia, MO, 65211, USA
| | - Dante O Smith
- Interdisciplinary Plant Group, University of Missouri, Columbia, MO, 65211, USA
- Division of Plant Sciences, University of Missouri, Columbia, MO, 65211, USA
| | - Robert E Sharp
- Interdisciplinary Plant Group, University of Missouri, Columbia, MO, 65211, USA
- Division of Plant Sciences, University of Missouri, Columbia, MO, 65211, USA
| | - Melvin J Oliver
- Interdisciplinary Plant Group, University of Missouri, Columbia, MO, 65211, USA
- Division of Plant Sciences, University of Missouri, Columbia, MO, 65211, USA
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17
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Marcon C, Paschold A, Malik WA, Lithio A, Baldauf JA, Altrogge L, Opitz N, Lanz C, Schoof H, Nettleton D, Piepho HP, Hochholdinger F. Stability of Single-Parent Gene Expression Complementation in Maize Hybrids upon Water Deficit Stress. PLANT PHYSIOLOGY 2017; 173:1247-1257. [PMID: 27999083 PMCID: PMC5291719 DOI: 10.1104/pp.16.01045] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/05/2016] [Accepted: 12/18/2016] [Indexed: 05/24/2023]
Abstract
Heterosis is the superior performance of F1 hybrids compared with their homozygous, genetically distinct parents. In this study, we monitored the transcriptomic divergence of the maize (Zea mays) inbred lines B73 and Mo17 and their reciprocal F1 hybrid progeny in primary roots under control and water deficit conditions simulated by polyethylene glycol treatment. Single-parent expression (SPE) of genes is an extreme instance of gene expression complementation, in which genes are active in only one of two parents but are expressed in both reciprocal hybrids. In this study, 1,997 genes only expressed in B73 and 2,024 genes only expressed in Mo17 displayed SPE complementation under control and water deficit conditions. As a consequence, the number of active genes in hybrids exceeded the number of active genes in the parental inbred lines significantly independent of treatment. SPE patterns were substantially more stable to expression changes by water deficit treatment than other genotype-specific expression profiles. While, on average, 75% of all SPE patterns were not altered in response to polyethylene glycol treatment, only 17% of the remaining genotype-specific expression patterns were not changed by water deficit. Nonsyntenic genes that lack syntenic orthologs in other grass species, and thus evolved late in the grass lineage, were significantly overrepresented among SPE genes. Hence, the significant overrepresentation of nonsyntenic genes among SPE patterns and their stability under water limitation might suggest a function of these genes during the early developmental manifestation of heterosis under fluctuating environmental conditions in hybrid progeny of the inbred lines B73 and Mo17.
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Affiliation(s)
- Caroline Marcon
- Institute of Crop Science and Resource Conservation, Crop Functional Genomics (C.M., A.P., J.A.B., N.O., F.H.) and Crop Bioinformatics (L.A., H.S.), University of Bonn, 53113 Bonn, Germany
- Institute for Crop Science, Biostatistics Unit, University of Hohenheim, 70599 Stuttgart, Germany (W.A.M., H.-P.P.)
- Department of Statistics, Iowa State University, Ames, Iowa 50011-1210 (A.L., D.N.); and
- Department of Molecular Biology, Max Planck Institute for Developmental Biology, 72076 Tuebingen, Germany (C.L.)
| | - Anja Paschold
- Institute of Crop Science and Resource Conservation, Crop Functional Genomics (C.M., A.P., J.A.B., N.O., F.H.) and Crop Bioinformatics (L.A., H.S.), University of Bonn, 53113 Bonn, Germany
- Institute for Crop Science, Biostatistics Unit, University of Hohenheim, 70599 Stuttgart, Germany (W.A.M., H.-P.P.)
- Department of Statistics, Iowa State University, Ames, Iowa 50011-1210 (A.L., D.N.); and
- Department of Molecular Biology, Max Planck Institute for Developmental Biology, 72076 Tuebingen, Germany (C.L.)
| | - Waqas Ahmed Malik
- Institute of Crop Science and Resource Conservation, Crop Functional Genomics (C.M., A.P., J.A.B., N.O., F.H.) and Crop Bioinformatics (L.A., H.S.), University of Bonn, 53113 Bonn, Germany
- Institute for Crop Science, Biostatistics Unit, University of Hohenheim, 70599 Stuttgart, Germany (W.A.M., H.-P.P.)
- Department of Statistics, Iowa State University, Ames, Iowa 50011-1210 (A.L., D.N.); and
- Department of Molecular Biology, Max Planck Institute for Developmental Biology, 72076 Tuebingen, Germany (C.L.)
| | - Andrew Lithio
- Institute of Crop Science and Resource Conservation, Crop Functional Genomics (C.M., A.P., J.A.B., N.O., F.H.) and Crop Bioinformatics (L.A., H.S.), University of Bonn, 53113 Bonn, Germany
- Institute for Crop Science, Biostatistics Unit, University of Hohenheim, 70599 Stuttgart, Germany (W.A.M., H.-P.P.)
- Department of Statistics, Iowa State University, Ames, Iowa 50011-1210 (A.L., D.N.); and
- Department of Molecular Biology, Max Planck Institute for Developmental Biology, 72076 Tuebingen, Germany (C.L.)
| | - Jutta A Baldauf
- Institute of Crop Science and Resource Conservation, Crop Functional Genomics (C.M., A.P., J.A.B., N.O., F.H.) and Crop Bioinformatics (L.A., H.S.), University of Bonn, 53113 Bonn, Germany
- Institute for Crop Science, Biostatistics Unit, University of Hohenheim, 70599 Stuttgart, Germany (W.A.M., H.-P.P.)
- Department of Statistics, Iowa State University, Ames, Iowa 50011-1210 (A.L., D.N.); and
- Department of Molecular Biology, Max Planck Institute for Developmental Biology, 72076 Tuebingen, Germany (C.L.)
| | - Lena Altrogge
- Institute of Crop Science and Resource Conservation, Crop Functional Genomics (C.M., A.P., J.A.B., N.O., F.H.) and Crop Bioinformatics (L.A., H.S.), University of Bonn, 53113 Bonn, Germany
- Institute for Crop Science, Biostatistics Unit, University of Hohenheim, 70599 Stuttgart, Germany (W.A.M., H.-P.P.)
- Department of Statistics, Iowa State University, Ames, Iowa 50011-1210 (A.L., D.N.); and
- Department of Molecular Biology, Max Planck Institute for Developmental Biology, 72076 Tuebingen, Germany (C.L.)
| | - Nina Opitz
- Institute of Crop Science and Resource Conservation, Crop Functional Genomics (C.M., A.P., J.A.B., N.O., F.H.) and Crop Bioinformatics (L.A., H.S.), University of Bonn, 53113 Bonn, Germany
- Institute for Crop Science, Biostatistics Unit, University of Hohenheim, 70599 Stuttgart, Germany (W.A.M., H.-P.P.)
- Department of Statistics, Iowa State University, Ames, Iowa 50011-1210 (A.L., D.N.); and
- Department of Molecular Biology, Max Planck Institute for Developmental Biology, 72076 Tuebingen, Germany (C.L.)
| | - Christa Lanz
- Institute of Crop Science and Resource Conservation, Crop Functional Genomics (C.M., A.P., J.A.B., N.O., F.H.) and Crop Bioinformatics (L.A., H.S.), University of Bonn, 53113 Bonn, Germany
- Institute for Crop Science, Biostatistics Unit, University of Hohenheim, 70599 Stuttgart, Germany (W.A.M., H.-P.P.)
- Department of Statistics, Iowa State University, Ames, Iowa 50011-1210 (A.L., D.N.); and
- Department of Molecular Biology, Max Planck Institute for Developmental Biology, 72076 Tuebingen, Germany (C.L.)
| | - Heiko Schoof
- Institute of Crop Science and Resource Conservation, Crop Functional Genomics (C.M., A.P., J.A.B., N.O., F.H.) and Crop Bioinformatics (L.A., H.S.), University of Bonn, 53113 Bonn, Germany
- Institute for Crop Science, Biostatistics Unit, University of Hohenheim, 70599 Stuttgart, Germany (W.A.M., H.-P.P.)
- Department of Statistics, Iowa State University, Ames, Iowa 50011-1210 (A.L., D.N.); and
- Department of Molecular Biology, Max Planck Institute for Developmental Biology, 72076 Tuebingen, Germany (C.L.)
| | - Dan Nettleton
- Institute of Crop Science and Resource Conservation, Crop Functional Genomics (C.M., A.P., J.A.B., N.O., F.H.) and Crop Bioinformatics (L.A., H.S.), University of Bonn, 53113 Bonn, Germany
- Institute for Crop Science, Biostatistics Unit, University of Hohenheim, 70599 Stuttgart, Germany (W.A.M., H.-P.P.)
- Department of Statistics, Iowa State University, Ames, Iowa 50011-1210 (A.L., D.N.); and
- Department of Molecular Biology, Max Planck Institute for Developmental Biology, 72076 Tuebingen, Germany (C.L.)
| | - Hans-Peter Piepho
- Institute of Crop Science and Resource Conservation, Crop Functional Genomics (C.M., A.P., J.A.B., N.O., F.H.) and Crop Bioinformatics (L.A., H.S.), University of Bonn, 53113 Bonn, Germany
- Institute for Crop Science, Biostatistics Unit, University of Hohenheim, 70599 Stuttgart, Germany (W.A.M., H.-P.P.)
- Department of Statistics, Iowa State University, Ames, Iowa 50011-1210 (A.L., D.N.); and
- Department of Molecular Biology, Max Planck Institute for Developmental Biology, 72076 Tuebingen, Germany (C.L.)
| | - Frank Hochholdinger
- Institute of Crop Science and Resource Conservation, Crop Functional Genomics (C.M., A.P., J.A.B., N.O., F.H.) and Crop Bioinformatics (L.A., H.S.), University of Bonn, 53113 Bonn, Germany;
- Institute for Crop Science, Biostatistics Unit, University of Hohenheim, 70599 Stuttgart, Germany (W.A.M., H.-P.P.);
- Department of Statistics, Iowa State University, Ames, Iowa 50011-1210 (A.L., D.N.); and
- Department of Molecular Biology, Max Planck Institute for Developmental Biology, 72076 Tuebingen, Germany (C.L.)
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18
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Sprangers K, Avramova V, Beemster GTS. Kinematic Analysis of Cell Division and Expansion: Quantifying the Cellular Basis of Growth and Sampling Developmental Zones in Zea mays Leaves. J Vis Exp 2016:54887. [PMID: 28060300 PMCID: PMC5226352 DOI: 10.3791/54887] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/15/2022] Open
Abstract
Growth analyses are often used in plant science to investigate contrasting genotypes and the effect of environmental conditions. The cellular aspect of these analyses is of crucial importance, because growth is driven by cell division and cell elongation. Kinematic analysis represents a methodology to quantify these two processes. Moreover, this technique is easy to use in non-specialized laboratories. Here, we present a protocol for performing a kinematic analysis in monocotyledonous maize (Zea mays) leaves. Two aspects are presented: (1) the quantification of cell division and expansion parameters, and (2) the determination of the location of the developmental zones. This could serve as a basis for sampling design and/or could be useful for data interpretation of biochemical and molecular measurements with high spatial resolution in the leaf growth zone. The growth zone of maize leaves is harvested during steady-state growth. Individual leaves are used for meristem length determination using a DAPI stain and cell-length profiles using DIC microscopy. The protocol is suited for emerged monocotyledonous leaves harvested during steady-state growth, with growth zones spanning at least several centimeters. To improve the understanding of plant growth regulation, data on growth and molecular studies must be combined. Therefore, an important advantage of kinematic analysis is the possibility to correlate changes at the molecular level to well-defined stages of cellular development. Furthermore, it allows for a more focused sampling of specified developmental stages, which is useful in case of limited budget or time.
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19
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Royer M, Cohen D, Aubry N, Vendramin V, Scalabrin S, Cattonaro F, Bogeat-Triboulot MB, Hummel I. The build-up of osmotic stress responses within the growing root apex using kinematics and RNA-sequencing. JOURNAL OF EXPERIMENTAL BOTANY 2016; 67:5961-5973. [PMID: 27702994 PMCID: PMC5100013 DOI: 10.1093/jxb/erw350] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/05/2023]
Abstract
Molecular regulation of growth must include spatial and temporal coupling of cell production and cell expansion. The underlying mechanisms, especially under environmental challenge, remain obscure. Spatial patterns of cell processes make the root apex well suited to deciphering stress signaling pathways, and to investigating both processes. Kinematics and RNA-sequencing were used to analyze the immediate growth response of hydroponically grown Populus nigra cuttings submitted to osmotic stress. About 7400 genes and unannotated transcriptionally active regions were differentially expressed between the division and elongation zones. Following the onset of stress, growth decreased sharply, probably due to mechanical effects, before recovering partially. Stress impaired cell expansion over the apex, progressively shortened the elongation zone, and reduced the cell production rate. Changes in gene expression revealed that growth reduction was mediated by a shift in hormone homeostasis. Osmotic stress rapidly elicited auxin, ethylene, and abscisic acid. When growth restabilized, transcriptome remodeling became complex and zone specific, with the deployment of hormone signaling cascades, transcriptional regulators, and stress-responsive genes. Most transcriptional regulations fit growth reduction, but stress also promoted expression of some growth effectors, including aquaporins and expansins Together, osmotic stress interfered with growth by activating regulatory proteins rather than by repressing the machinery of expansive growth.
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Affiliation(s)
- Mathilde Royer
- UMR EEF, INRA, Université de Lorraine, 54280 Champenoux, France
| | - David Cohen
- UMR EEF, INRA, Université de Lorraine, 54280 Champenoux, France
| | - Nathalie Aubry
- UMR EEF, INRA, Université de Lorraine, 54280 Champenoux, France
| | | | | | | | | | - Irène Hummel
- UMR EEF, INRA, Université de Lorraine, 54280 Champenoux, France
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20
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Bizet F, Bengough AG, Hummel I, Bogeat-Triboulot MB, Dupuy LX. 3D deformation field in growing plant roots reveals both mechanical and biological responses to axial mechanical forces. JOURNAL OF EXPERIMENTAL BOTANY 2016; 67:5605-5614. [PMID: 27664958 PMCID: PMC5066484 DOI: 10.1093/jxb/erw320] [Citation(s) in RCA: 19] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/05/2023]
Abstract
Strong regions and physical barriers in soils may slow root elongation, leading to reduced water and nutrient uptake and decreased yield. In this study, the biomechanical responses of roots to axial mechanical forces were assessed by combining 3D live imaging, kinematics and a novel mechanical sensor. This system quantified Young's elastic modulus of intact poplar roots (32MPa), a rapid <0.2 mN touch-elongation sensitivity, and the critical elongation force applied by growing roots that resulted in bending. Kinematic analysis revealed a multiphase bio-mechanical response of elongation rate and curvature in 3D. Measured critical elongation force was accurately predicted from an Euler buckling model, indicating that no biologically mediated accommodation to mechanical forces influenced bending during this short period of time. Force applied by growing roots increased more than 15-fold when buckling was prevented by lateral bracing of the root. The junction between the growing and the mature zones was identified as a zone of mechanical weakness that seemed critical to the bending process. This work identified key limiting factors for root growth and buckling under mechanical constraints. The findings are relevant to crop and soil sciences, and advance our understanding of root growth in heterogeneous structured soils.
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Affiliation(s)
- François Bizet
- UMR EEF, INRA, Université de Lorraine, 54280 Champenoux, France
| | - A Glyn Bengough
- James Hutton Institute, Ecological Sciences group, Dundee DD2 5DA, UK School of Science and Engineering, University of Dundee, Dundee DD1 4HN, UK
| | - Irène Hummel
- UMR EEF, INRA, Université de Lorraine, 54280 Champenoux, France
| | | | - Lionel X Dupuy
- James Hutton Institute, Ecological Sciences group, Dundee DD2 5DA, UK
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21
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Voothuluru P, Anderson JC, Sharp RE, Peck SC. Plasma membrane proteomics in the maize primary root growth zone: novel insights into root growth adaptation to water stress. PLANT, CELL & ENVIRONMENT 2016; 39:2043-2054. [PMID: 27341663 DOI: 10.1111/pce.12778] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/13/2015] [Accepted: 06/11/2016] [Indexed: 06/06/2023]
Abstract
Previous work on maize (Zea mays L.) primary root growth under water stress showed that cell elongation is maintained in the apical region of the growth zone but progressively inhibited further from the apex. These responses involve spatially differential and coordinated regulation of osmotic adjustment, modification of cell wall extensibility, and other cellular growth processes that are required for root growth under water-stressed conditions. As the interface between the cytoplasm and the apoplast (including the cell wall), the plasma membrane likely plays critical roles in these responses. Using a simplified method for enrichment of plasma membrane proteins, the developmental distribution of plasma membrane proteins was analysed in the growth zone of well-watered and water-stressed maize primary roots. The results identified 432 proteins with differential abundances in well-watered and water-stressed roots. The majority of changes involved region-specific patterns of response, and the identities of the water stress-responsive proteins suggest involvement in diverse biological processes including modification of sugar and nutrient transport, ion homeostasis, lipid metabolism, and cell wall composition. Integration of the distinct, region-specific plasma membrane protein abundance patterns with results from previous physiological, transcriptomic and cell wall proteomic studies reveals novel insights into root growth adaptation to water stress.
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Affiliation(s)
- Priyamvada Voothuluru
- Division of Plant Sciences, University of Missouri, Columbia, MO, 65211, USA
- Bond Life Sciences Center, University of Missouri, Columbia, MO, 65211, USA
- Interdisciplinary Plant Group, University of Missouri, Columbia, MO, 65211, USA
| | - Jeffrey C Anderson
- Bond Life Sciences Center, University of Missouri, Columbia, MO, 65211, USA
- Interdisciplinary Plant Group, University of Missouri, Columbia, MO, 65211, USA
- Division of Biochemistry, University of Missouri, Columbia, MO, 65211, USA
| | - Robert E Sharp
- Division of Plant Sciences, University of Missouri, Columbia, MO, 65211, USA
- Interdisciplinary Plant Group, University of Missouri, Columbia, MO, 65211, USA
| | - Scott C Peck
- Bond Life Sciences Center, University of Missouri, Columbia, MO, 65211, USA
- Interdisciplinary Plant Group, University of Missouri, Columbia, MO, 65211, USA
- Division of Biochemistry, University of Missouri, Columbia, MO, 65211, USA
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22
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Janiak A, Kwaśniewski M, Szarejko I. Gene expression regulation in roots under drought. JOURNAL OF EXPERIMENTAL BOTANY 2016; 67:1003-14. [PMID: 26663562 DOI: 10.1093/jxb/erv512] [Citation(s) in RCA: 41] [Impact Index Per Article: 5.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/19/2023]
Abstract
Stress signalling and regulatory networks controlling expression of target genes are the basis of plant response to drought. Roots are the first organs exposed to water deficiency in the soil and are the place of drought sensing. Signalling cascades transfer chemical signals toward the shoot and initiate molecular responses that lead to the biochemical and morphological changes that allow plants to be protected against water loss and to tolerate stress conditions. Here, we present an overview of signalling network and gene expression regulation pathways that are actively induced in roots under drought stress. In particular, the role of several transcription factor (TF) families, including DREB, AP2/ERF, NAC, bZIP, MYC, CAMTA, Alfin-like and Q-type ZFP, in the regulation of root response to drought are highlighted. The information provided includes available data on mutual interactions between these TFs together with their regulation by plant hormones and other signalling molecules. The most significant downstream target genes and molecular processes that are controlled by the regulatory factors are given. These data are also coupled with information about the influence of the described regulatory networks on root traits and root development which may translate to enhanced drought tolerance. This is the first literature survey demonstrating the gene expression regulatory machinery that is induced by drought stress, presented from the perspective of roots.
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Affiliation(s)
- Agnieszka Janiak
- Department of Genetics, University of Silesia, Jagiellońska 28, 40-032 Katowice, Poland
| | - Mirosław Kwaśniewski
- Department of Genetics, University of Silesia, Jagiellońska 28, 40-032 Katowice, Poland
| | - Iwona Szarejko
- Department of Genetics, University of Silesia, Jagiellońska 28, 40-032 Katowice, Poland
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23
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Opitz N, Marcon C, Paschold A, Malik WA, Lithio A, Brandt R, Piepho HP, Nettleton D, Hochholdinger F. Extensive tissue-specific transcriptomic plasticity in maize primary roots upon water deficit. JOURNAL OF EXPERIMENTAL BOTANY 2016; 67:1095-107. [PMID: 26463995 PMCID: PMC4753846 DOI: 10.1093/jxb/erv453] [Citation(s) in RCA: 55] [Impact Index Per Article: 6.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/21/2023]
Abstract
Water deficit is the most important environmental constraint severely limiting global crop growth and productivity. This study investigated early transcriptome changes in maize (Zea mays L.) primary root tissues in response to moderate water deficit conditions by RNA-Sequencing. Differential gene expression analyses revealed a high degree of plasticity of the water deficit response. The activity status of genes (active/inactive) was determined by a Bayesian hierarchical model. In total, 70% of expressed genes were constitutively active in all tissues. In contrast, <3% (50 genes) of water deficit-responsive genes (1915) were consistently regulated in all tissues, while >75% (1501 genes) were specifically regulated in a single root tissue. Water deficit-responsive genes were most numerous in the cortex of the mature root zone and in the elongation zone. The most prominent functional categories among differentially expressed genes in all tissues were 'transcriptional regulation' and 'hormone metabolism', indicating global reprogramming of cellular metabolism as an adaptation to water deficit. Additionally, the most significant transcriptomic changes in the root tip were associated with cell wall reorganization, leading to continued root growth despite water deficit conditions. This study provides insight into tissue-specific water deficit responses and will be a resource for future genetic analyses and breeding strategies to develop more drought-tolerant maize cultivars.
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Affiliation(s)
- Nina Opitz
- Institute of Crop Science and Resource Conservation, Crop Functional Genomics, University of Bonn, D-53113 Bonn, Germany
| | - Caroline Marcon
- Institute of Crop Science and Resource Conservation, Crop Functional Genomics, University of Bonn, D-53113 Bonn, Germany
| | - Anja Paschold
- Institute of Crop Science and Resource Conservation, Crop Functional Genomics, University of Bonn, D-53113 Bonn, Germany
| | - Waqas Ahmed Malik
- Institute for Crop Science, Biostatistics Unit, University of Hohenheim, D-70599 Stuttgart, Germany
| | - Andrew Lithio
- Department of Statistics, Iowa State University, Ames, IA 50011-1210, USA
| | - Ronny Brandt
- Leibniz Institute of Plant Genetics and Crop Plant Research, D-06466 Gatersleben, Germany
| | - Hans-Peter Piepho
- Institute for Crop Science, Biostatistics Unit, University of Hohenheim, D-70599 Stuttgart, Germany
| | - Dan Nettleton
- Department of Statistics, Iowa State University, Ames, IA 50011-1210, USA
| | - Frank Hochholdinger
- Institute of Crop Science and Resource Conservation, Crop Functional Genomics, University of Bonn, D-53113 Bonn, Germany
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24
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Min H, Chen C, Wei S, Shang X, Sun M, Xia R, Liu X, Hao D, Chen H, Xie Q. Identification of Drought Tolerant Mechanisms in Maize Seedlings Based on Transcriptome Analysis of Recombination Inbred Lines. FRONTIERS IN PLANT SCIENCE 2016; 7:1080. [PMID: 27507977 PMCID: PMC4961006 DOI: 10.3389/fpls.2016.01080] [Citation(s) in RCA: 60] [Impact Index Per Article: 7.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/18/2016] [Accepted: 07/08/2016] [Indexed: 05/20/2023]
Abstract
Zea mays is an important crop that is sensitive to drought stress, but survival rates and growth status remain strong in some drought-tolerant lines under stress conditions. Under drought conditions, many biological processes, such as photosynthesis, carbohydrate metabolism and energy metabolism, are suppressed, while little is known about how the transcripts of genes respond to drought stress in the genome-wide rang in the seedling stage. In our study, the transcriptome profiles of two maize recombination inbred lines (drought-tolerant RIL70 and drought-sensitive RIL93) were analyzed at different drought stages to elucidate the dynamic mechanisms underlying drought tolerance in maize seedlings during drought conditions. Different numbers of differentially expressed genes presented in the different stages of drought stress in the two RILs, for the numbers of RIL93 vs. RIL70 were: 9 vs. 358, 477 vs. 103, and 5207 vs. 152 respectively in DT1, DT2, and DT5. Gene Ontology enrichment analysis revealed that in the initial drought-stressed stage, the primary differentially expressed genes involved in cell wall biosynthesis and transmembrane transport biological processes were overrepresented in RIL70 compared to RIL93. On the contrary, differentially expressed genes profiles presented at 2 and 5 day-treatments, the primary differentially expressed genes involved in response to stress, protein folding, oxidation-reduction, photosynthesis and carbohydrate metabolism, were overrepresented in RIL93 compared to RIL70. In addition, the transcription of genes encoding key members of the cell cycle and cell division processes were blocked, but ABA- and programmed cell death-related processes responded positively in RIL93. In contrast, the expression of cell cycle genes, ABA- and programmed cell death-related genes was relatively stable in RIL70. The results we obtained supported the working hypothesis that signaling events associated with turgor homeostasis, as established by cell wall biosynthesis regulation- and aquaporin-related genes, responded early in RIL70, which led to more efficient detoxification signaling (response to stress, protein folding, oxidation-reduction) during drought stress. This energy saving response at the early stages of drought should facilitate more cell activity under stress conditions and result in drought tolerance in RIL70.
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Affiliation(s)
- Haowei Min
- State Key Laboratory of Plant Genomics and National Center for Plant Gene Research, Institute of Genetics and Developmental Biology, Chinese Academy of SciencesBeijing, China
| | - Chengxuan Chen
- State Key Laboratory of Plant Genomics and National Center for Plant Gene Research, Institute of Genetics and Developmental Biology, Chinese Academy of SciencesBeijing, China
| | - Shaowei Wei
- State Key Laboratory of Plant Genomics and National Center for Plant Gene Research, Institute of Genetics and Developmental Biology, Chinese Academy of SciencesBeijing, China
| | - Xiaoling Shang
- State Key Laboratory of Plant Genomics and National Center for Plant Gene Research, Institute of Genetics and Developmental Biology, Chinese Academy of SciencesBeijing, China
| | - Meiyun Sun
- State Key Laboratory of Plant Genomics and National Center for Plant Gene Research, Institute of Genetics and Developmental Biology, Chinese Academy of SciencesBeijing, China
| | - Ran Xia
- State Key Laboratory of Plant Genomics and National Center for Plant Gene Research, Institute of Genetics and Developmental Biology, Chinese Academy of SciencesBeijing, China
| | - Xiangguo Liu
- Argo-Biotechnology Research Institute, Jilin Academy of Agricultural SciencesChangchun, China
| | - Dongyun Hao
- Argo-Biotechnology Research Institute, Jilin Academy of Agricultural SciencesChangchun, China
| | - Huabang Chen
- State Key Laboratory of Plant Genomics and National Center for Plant Gene Research, Institute of Genetics and Developmental Biology, Chinese Academy of SciencesBeijing, China
| | - Qi Xie
- State Key Laboratory of Plant Genomics and National Center for Plant Gene Research, Institute of Genetics and Developmental Biology, Chinese Academy of SciencesBeijing, China
- *Correspondence: Qi Xie
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25
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Avramova V, AbdElgawad H, Zhang Z, Fotschki B, Casadevall R, Vergauwen L, Knapen D, Taleisnik E, Guisez Y, Asard H, Beemster GTS. Drought Induces Distinct Growth Response, Protection, and Recovery Mechanisms in the Maize Leaf Growth Zone. PLANT PHYSIOLOGY 2015; 169:1382-96. [PMID: 26297138 PMCID: PMC4587441 DOI: 10.1104/pp.15.00276] [Citation(s) in RCA: 89] [Impact Index Per Article: 9.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/23/2015] [Accepted: 08/20/2015] [Indexed: 05/08/2023]
Abstract
Drought is the most important crop yield-limiting factor, and detailed knowledge of its impact on plant growth regulation is crucial. The maize (Zea mays) leaf growth zone offers unique possibilities for studying the spatiotemporal regulation of developmental processes by transcriptional analyses and methods that require more material, such as metabolite and enzyme activity measurements. By means of a kinematic analysis, we show that drought inhibits maize leaf growth by inhibiting cell division in the meristem and cell expansion in the elongation zone. Through a microarray study, we observed the down-regulation of 32 of the 54 cell cycle genes, providing a basis for the inhibited cell division. We also found evidence for an up-regulation of the photosynthetic machinery and the antioxidant and redox systems. This was confirmed by increased chlorophyll content in mature cells and increased activity of antioxidant enzymes and metabolite levels across the growth zone, respectively. We demonstrate the functional significance of the identified transcriptional reprogramming by showing that increasing the antioxidant capacity in the proliferation zone, by overexpression of the Arabidopsis (Arabidopsis thaliana) iron-superoxide dismutase gene, increases leaf growth rate by stimulating cell division. We also show that the increased photosynthetic capacity leads to enhanced photosynthesis upon rewatering, facilitating the often-observed growth compensation.
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Affiliation(s)
- Viktoriya Avramova
- Department of Biology, University of Antwerp, 2020 Antwerp, Belgium (V.A., H.Ab., L.V., Y.G., H.As., G.T.S.B.);Department of Botany, Faculty of Science, University of Beni-Suef, Beni-Suef 62511, Egypt (H.Ab.);Hubei Key Laboratory of Genetic Regulation and Integrative Biology, School of Life Sciences, Central China Normal University, Wuhan 430079, China (Z.Z.);Institute of Animal Reproduction and Food Research, 10-748 Olsztyn, Poland (B.F.);Centro de Estudios Fotosintéticos y Bioquímicos, Consejo Nacional de Investigaciones Científicas y Técnicas, Universidad Nacional de Rosario, S2002 LRK Rosario, Argentina (R.C.);Department of Veterinary Sciences, University of Antwerp, Campus Drie Eiken, 2610 Wilrijk, Belgium (D.K.); andConsejo Nacional de Investigaciones Científicas y Técnicas, Instituto de Fisiología y Recursos Genéticos Vegetales, Centro de Investigaciones Agropecuarias (CIAP), Instituto Nacional de Tecnología Agropecuaria (INTA), X5020ICA Cordoba, Argentina (E.T.)
| | - Hamada AbdElgawad
- Department of Biology, University of Antwerp, 2020 Antwerp, Belgium (V.A., H.Ab., L.V., Y.G., H.As., G.T.S.B.);Department of Botany, Faculty of Science, University of Beni-Suef, Beni-Suef 62511, Egypt (H.Ab.);Hubei Key Laboratory of Genetic Regulation and Integrative Biology, School of Life Sciences, Central China Normal University, Wuhan 430079, China (Z.Z.);Institute of Animal Reproduction and Food Research, 10-748 Olsztyn, Poland (B.F.);Centro de Estudios Fotosintéticos y Bioquímicos, Consejo Nacional de Investigaciones Científicas y Técnicas, Universidad Nacional de Rosario, S2002 LRK Rosario, Argentina (R.C.);Department of Veterinary Sciences, University of Antwerp, Campus Drie Eiken, 2610 Wilrijk, Belgium (D.K.); andConsejo Nacional de Investigaciones Científicas y Técnicas, Instituto de Fisiología y Recursos Genéticos Vegetales, Centro de Investigaciones Agropecuarias (CIAP), Instituto Nacional de Tecnología Agropecuaria (INTA), X5020ICA Cordoba, Argentina (E.T.)
| | - Zhengfeng Zhang
- Department of Biology, University of Antwerp, 2020 Antwerp, Belgium (V.A., H.Ab., L.V., Y.G., H.As., G.T.S.B.);Department of Botany, Faculty of Science, University of Beni-Suef, Beni-Suef 62511, Egypt (H.Ab.);Hubei Key Laboratory of Genetic Regulation and Integrative Biology, School of Life Sciences, Central China Normal University, Wuhan 430079, China (Z.Z.);Institute of Animal Reproduction and Food Research, 10-748 Olsztyn, Poland (B.F.);Centro de Estudios Fotosintéticos y Bioquímicos, Consejo Nacional de Investigaciones Científicas y Técnicas, Universidad Nacional de Rosario, S2002 LRK Rosario, Argentina (R.C.);Department of Veterinary Sciences, University of Antwerp, Campus Drie Eiken, 2610 Wilrijk, Belgium (D.K.); andConsejo Nacional de Investigaciones Científicas y Técnicas, Instituto de Fisiología y Recursos Genéticos Vegetales, Centro de Investigaciones Agropecuarias (CIAP), Instituto Nacional de Tecnología Agropecuaria (INTA), X5020ICA Cordoba, Argentina (E.T.)
| | - Bartosz Fotschki
- Department of Biology, University of Antwerp, 2020 Antwerp, Belgium (V.A., H.Ab., L.V., Y.G., H.As., G.T.S.B.);Department of Botany, Faculty of Science, University of Beni-Suef, Beni-Suef 62511, Egypt (H.Ab.);Hubei Key Laboratory of Genetic Regulation and Integrative Biology, School of Life Sciences, Central China Normal University, Wuhan 430079, China (Z.Z.);Institute of Animal Reproduction and Food Research, 10-748 Olsztyn, Poland (B.F.);Centro de Estudios Fotosintéticos y Bioquímicos, Consejo Nacional de Investigaciones Científicas y Técnicas, Universidad Nacional de Rosario, S2002 LRK Rosario, Argentina (R.C.);Department of Veterinary Sciences, University of Antwerp, Campus Drie Eiken, 2610 Wilrijk, Belgium (D.K.); andConsejo Nacional de Investigaciones Científicas y Técnicas, Instituto de Fisiología y Recursos Genéticos Vegetales, Centro de Investigaciones Agropecuarias (CIAP), Instituto Nacional de Tecnología Agropecuaria (INTA), X5020ICA Cordoba, Argentina (E.T.)
| | - Romina Casadevall
- Department of Biology, University of Antwerp, 2020 Antwerp, Belgium (V.A., H.Ab., L.V., Y.G., H.As., G.T.S.B.);Department of Botany, Faculty of Science, University of Beni-Suef, Beni-Suef 62511, Egypt (H.Ab.);Hubei Key Laboratory of Genetic Regulation and Integrative Biology, School of Life Sciences, Central China Normal University, Wuhan 430079, China (Z.Z.);Institute of Animal Reproduction and Food Research, 10-748 Olsztyn, Poland (B.F.);Centro de Estudios Fotosintéticos y Bioquímicos, Consejo Nacional de Investigaciones Científicas y Técnicas, Universidad Nacional de Rosario, S2002 LRK Rosario, Argentina (R.C.);Department of Veterinary Sciences, University of Antwerp, Campus Drie Eiken, 2610 Wilrijk, Belgium (D.K.); andConsejo Nacional de Investigaciones Científicas y Técnicas, Instituto de Fisiología y Recursos Genéticos Vegetales, Centro de Investigaciones Agropecuarias (CIAP), Instituto Nacional de Tecnología Agropecuaria (INTA), X5020ICA Cordoba, Argentina (E.T.)
| | - Lucia Vergauwen
- Department of Biology, University of Antwerp, 2020 Antwerp, Belgium (V.A., H.Ab., L.V., Y.G., H.As., G.T.S.B.);Department of Botany, Faculty of Science, University of Beni-Suef, Beni-Suef 62511, Egypt (H.Ab.);Hubei Key Laboratory of Genetic Regulation and Integrative Biology, School of Life Sciences, Central China Normal University, Wuhan 430079, China (Z.Z.);Institute of Animal Reproduction and Food Research, 10-748 Olsztyn, Poland (B.F.);Centro de Estudios Fotosintéticos y Bioquímicos, Consejo Nacional de Investigaciones Científicas y Técnicas, Universidad Nacional de Rosario, S2002 LRK Rosario, Argentina (R.C.);Department of Veterinary Sciences, University of Antwerp, Campus Drie Eiken, 2610 Wilrijk, Belgium (D.K.); andConsejo Nacional de Investigaciones Científicas y Técnicas, Instituto de Fisiología y Recursos Genéticos Vegetales, Centro de Investigaciones Agropecuarias (CIAP), Instituto Nacional de Tecnología Agropecuaria (INTA), X5020ICA Cordoba, Argentina (E.T.)
| | - Dries Knapen
- Department of Biology, University of Antwerp, 2020 Antwerp, Belgium (V.A., H.Ab., L.V., Y.G., H.As., G.T.S.B.);Department of Botany, Faculty of Science, University of Beni-Suef, Beni-Suef 62511, Egypt (H.Ab.);Hubei Key Laboratory of Genetic Regulation and Integrative Biology, School of Life Sciences, Central China Normal University, Wuhan 430079, China (Z.Z.);Institute of Animal Reproduction and Food Research, 10-748 Olsztyn, Poland (B.F.);Centro de Estudios Fotosintéticos y Bioquímicos, Consejo Nacional de Investigaciones Científicas y Técnicas, Universidad Nacional de Rosario, S2002 LRK Rosario, Argentina (R.C.);Department of Veterinary Sciences, University of Antwerp, Campus Drie Eiken, 2610 Wilrijk, Belgium (D.K.); andConsejo Nacional de Investigaciones Científicas y Técnicas, Instituto de Fisiología y Recursos Genéticos Vegetales, Centro de Investigaciones Agropecuarias (CIAP), Instituto Nacional de Tecnología Agropecuaria (INTA), X5020ICA Cordoba, Argentina (E.T.)
| | - Edith Taleisnik
- Department of Biology, University of Antwerp, 2020 Antwerp, Belgium (V.A., H.Ab., L.V., Y.G., H.As., G.T.S.B.);Department of Botany, Faculty of Science, University of Beni-Suef, Beni-Suef 62511, Egypt (H.Ab.);Hubei Key Laboratory of Genetic Regulation and Integrative Biology, School of Life Sciences, Central China Normal University, Wuhan 430079, China (Z.Z.);Institute of Animal Reproduction and Food Research, 10-748 Olsztyn, Poland (B.F.);Centro de Estudios Fotosintéticos y Bioquímicos, Consejo Nacional de Investigaciones Científicas y Técnicas, Universidad Nacional de Rosario, S2002 LRK Rosario, Argentina (R.C.);Department of Veterinary Sciences, University of Antwerp, Campus Drie Eiken, 2610 Wilrijk, Belgium (D.K.); andConsejo Nacional de Investigaciones Científicas y Técnicas, Instituto de Fisiología y Recursos Genéticos Vegetales, Centro de Investigaciones Agropecuarias (CIAP), Instituto Nacional de Tecnología Agropecuaria (INTA), X5020ICA Cordoba, Argentina (E.T.)
| | - Yves Guisez
- Department of Biology, University of Antwerp, 2020 Antwerp, Belgium (V.A., H.Ab., L.V., Y.G., H.As., G.T.S.B.);Department of Botany, Faculty of Science, University of Beni-Suef, Beni-Suef 62511, Egypt (H.Ab.);Hubei Key Laboratory of Genetic Regulation and Integrative Biology, School of Life Sciences, Central China Normal University, Wuhan 430079, China (Z.Z.);Institute of Animal Reproduction and Food Research, 10-748 Olsztyn, Poland (B.F.);Centro de Estudios Fotosintéticos y Bioquímicos, Consejo Nacional de Investigaciones Científicas y Técnicas, Universidad Nacional de Rosario, S2002 LRK Rosario, Argentina (R.C.);Department of Veterinary Sciences, University of Antwerp, Campus Drie Eiken, 2610 Wilrijk, Belgium (D.K.); andConsejo Nacional de Investigaciones Científicas y Técnicas, Instituto de Fisiología y Recursos Genéticos Vegetales, Centro de Investigaciones Agropecuarias (CIAP), Instituto Nacional de Tecnología Agropecuaria (INTA), X5020ICA Cordoba, Argentina (E.T.)
| | - Han Asard
- Department of Biology, University of Antwerp, 2020 Antwerp, Belgium (V.A., H.Ab., L.V., Y.G., H.As., G.T.S.B.);Department of Botany, Faculty of Science, University of Beni-Suef, Beni-Suef 62511, Egypt (H.Ab.);Hubei Key Laboratory of Genetic Regulation and Integrative Biology, School of Life Sciences, Central China Normal University, Wuhan 430079, China (Z.Z.);Institute of Animal Reproduction and Food Research, 10-748 Olsztyn, Poland (B.F.);Centro de Estudios Fotosintéticos y Bioquímicos, Consejo Nacional de Investigaciones Científicas y Técnicas, Universidad Nacional de Rosario, S2002 LRK Rosario, Argentina (R.C.);Department of Veterinary Sciences, University of Antwerp, Campus Drie Eiken, 2610 Wilrijk, Belgium (D.K.); andConsejo Nacional de Investigaciones Científicas y Técnicas, Instituto de Fisiología y Recursos Genéticos Vegetales, Centro de Investigaciones Agropecuarias (CIAP), Instituto Nacional de Tecnología Agropecuaria (INTA), X5020ICA Cordoba, Argentina (E.T.)
| | - Gerrit T S Beemster
- Department of Biology, University of Antwerp, 2020 Antwerp, Belgium (V.A., H.Ab., L.V., Y.G., H.As., G.T.S.B.);Department of Botany, Faculty of Science, University of Beni-Suef, Beni-Suef 62511, Egypt (H.Ab.);Hubei Key Laboratory of Genetic Regulation and Integrative Biology, School of Life Sciences, Central China Normal University, Wuhan 430079, China (Z.Z.);Institute of Animal Reproduction and Food Research, 10-748 Olsztyn, Poland (B.F.);Centro de Estudios Fotosintéticos y Bioquímicos, Consejo Nacional de Investigaciones Científicas y Técnicas, Universidad Nacional de Rosario, S2002 LRK Rosario, Argentina (R.C.);Department of Veterinary Sciences, University of Antwerp, Campus Drie Eiken, 2610 Wilrijk, Belgium (D.K.); andConsejo Nacional de Investigaciones Científicas y Técnicas, Instituto de Fisiología y Recursos Genéticos Vegetales, Centro de Investigaciones Agropecuarias (CIAP), Instituto Nacional de Tecnología Agropecuaria (INTA), X5020ICA Cordoba, Argentina (E.T.)
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26
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Robbins NE, Dinneny JR. The divining root: moisture-driven responses of roots at the micro- and macro-scale. JOURNAL OF EXPERIMENTAL BOTANY 2015; 66:2145-54. [PMID: 25617469 PMCID: PMC4817643 DOI: 10.1093/jxb/eru496] [Citation(s) in RCA: 56] [Impact Index Per Article: 6.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/18/2023]
Abstract
Water is fundamental to plant life, but the mechanisms by which plant roots sense and respond to variations in water availability in the soil are poorly understood. Many studies of responses to water deficit have focused on large-scale effects of this stress, but have overlooked responses at the sub-organ or cellular level that give rise to emergent whole-plant phenotypes. We have recently discovered hydropatterning, an adaptive environmental response in which roots position new lateral branches according to the spatial distribution of available water across the circumferential axis. This discovery illustrates that roots are capable of sensing and responding to water availability at spatial scales far lower than those normally studied for such processes. This review will explore how roots respond to water availability with an emphasis on what is currently known at different spatial scales. Beginning at the micro-scale, there is a discussion of water physiology at the cellular level and proposed sensory mechanisms cells use to detect osmotic status. The implications of these principles are then explored in the context of cell and organ growth under non-stress and water-deficit conditions. Following this, several adaptive responses employed by roots to tailor their functionality to the local moisture environment are discussed, including patterning of lateral root development and generation of hydraulic barriers to limit water loss. We speculate that these micro-scale responses are necessary for optimal functionality of the root system in a heterogeneous moisture environment, allowing for efficient water uptake with minimal water loss during periods of drought.
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Affiliation(s)
- Neil E Robbins
- Carnegie Institution for Science, Department of Plant Biology, 260 Panama Street, Stanford, CA 94305, USA Department of Biology, Stanford University, 371 Serra Mall, Stanford, CA 94305, USA
| | - José R Dinneny
- Carnegie Institution for Science, Department of Plant Biology, 260 Panama Street, Stanford, CA 94305, USA
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Robbins NE, Dinneny JR. The divining root: moisture-driven responses of roots at the micro- and macro-scale. JOURNAL OF EXPERIMENTAL BOTANY 2015. [PMID: 25617469 DOI: 10.1093/jxb/eru49496] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Subscribe] [Scholar Register] [Indexed: 05/15/2023]
Abstract
Water is fundamental to plant life, but the mechanisms by which plant roots sense and respond to variations in water availability in the soil are poorly understood. Many studies of responses to water deficit have focused on large-scale effects of this stress, but have overlooked responses at the sub-organ or cellular level that give rise to emergent whole-plant phenotypes. We have recently discovered hydropatterning, an adaptive environmental response in which roots position new lateral branches according to the spatial distribution of available water across the circumferential axis. This discovery illustrates that roots are capable of sensing and responding to water availability at spatial scales far lower than those normally studied for such processes. This review will explore how roots respond to water availability with an emphasis on what is currently known at different spatial scales. Beginning at the micro-scale, there is a discussion of water physiology at the cellular level and proposed sensory mechanisms cells use to detect osmotic status. The implications of these principles are then explored in the context of cell and organ growth under non-stress and water-deficit conditions. Following this, several adaptive responses employed by roots to tailor their functionality to the local moisture environment are discussed, including patterning of lateral root development and generation of hydraulic barriers to limit water loss. We speculate that these micro-scale responses are necessary for optimal functionality of the root system in a heterogeneous moisture environment, allowing for efficient water uptake with minimal water loss during periods of drought.
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Affiliation(s)
- Neil E Robbins
- Carnegie Institution for Science, Department of Plant Biology, 260 Panama Street, Stanford, CA 94305, USA Department of Biology, Stanford University, 371 Serra Mall, Stanford, CA 94305, USA
| | - José R Dinneny
- Carnegie Institution for Science, Department of Plant Biology, 260 Panama Street, Stanford, CA 94305, USA
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Kavi Kishor PB, Hima Kumari P, Sunita MSL, Sreenivasulu N. Role of proline in cell wall synthesis and plant development and its implications in plant ontogeny. FRONTIERS IN PLANT SCIENCE 2015; 6:544. [PMID: 26257754 PMCID: PMC4507145 DOI: 10.3389/fpls.2015.00544] [Citation(s) in RCA: 106] [Impact Index Per Article: 11.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/17/2015] [Accepted: 07/06/2015] [Indexed: 05/21/2023]
Abstract
Proline is a proteogenic amino acid and accumulates both under stress and non-stress conditions as a beneficial solute in plants. Recent discoveries point out that proline plays an important role in plant growth and differentiation across life cycle. It is a key determinant of many cell wall proteins that plays important roles in plant development. The role of extensins, arabinogalactan proteins and hydroxyproline- and proline-rich proteins as important components of cell wall proteins that play pivotal roles in cell wall signal transduction cascades, plant development and stress tolerance is discussed in this review. Molecular insights are also provided here into the plausible roles of proline transporters modulating key events in plant development. In addition, the roles of proline during seed developmental transitions including storage protein synthesis are discussed.
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Affiliation(s)
- Polavarapu B. Kavi Kishor
- Department of Genetics, Osmania University, HyderabadIndia
- *Correspondence: Polavarapu B. Kavi Kishor, Department of Genetics, Osmania University, Hyderabad 500007, India,
| | - P. Hima Kumari
- Department of Genetics, Osmania University, HyderabadIndia
| | | | - Nese Sreenivasulu
- Leibniz Institute of Plant Genetics and Crop Plant Research, GaterslebenGermany
- Grain Quality and Nutrition Center, International Rice Research Institute, Metro ManilaPhilippines
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Opitz N, Paschold A, Marcon C, Malik WA, Lanz C, Piepho HP, Hochholdinger F. Transcriptomic complexity in young maize primary roots in response to low water potentials. BMC Genomics 2014; 15:741. [PMID: 25174417 PMCID: PMC4174653 DOI: 10.1186/1471-2164-15-741] [Citation(s) in RCA: 49] [Impact Index Per Article: 4.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/14/2014] [Accepted: 08/22/2014] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND Widespread and more frequently occurring drought conditions are a consequence of global warming and increase the demand for tolerant crop varieties to feed the growing world population. A better understanding of the molecular mechanisms underlying the water deficit response of crops will enable targeted breeding strategies to develop robust cultivars. RESULTS In the present study, the transcriptional response of maize (Zea mays L.) primary roots to low water potentials was monitored by RNA sequencing (RNA-Seq) experiments. After 6 h and 24 h of mild (-0.2 MPa) and severe (-0.8 MPa) water deficit conditions, the primary root transcriptomes of seedlings grown under water deficit and control conditions were compared. The number of responsive genes was dependent on and increased with intensification of water deficit treatment. After short-term mild and severe water deficit 249 and 3,000 genes were differentially expressed, respectively. After a 24 h treatment the number of affected genes increased to 7,267 and 12,838 for mild and severe water deficit, respectively, including more than 80% of the short-term responsive genes. About half of the differentially expressed genes were up-regulated and maximal fold-changes increased with treatment intensity to more than 300-fold. A consensus set of 53 genes was differentially regulated independently of the nature of deficit treatment. Characterization revealed an overrepresentation of the Gene Ontology (GO) categories "oxidoreductase activity" and "heme binding" among regulated genes connecting the water deficit response to ROS metabolism. CONCLUSION This study gives a comprehensive insight in water deficit responsive genes in young maize primary roots and provides a set of candidate genes that merit further genetic analyses in the future.
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Affiliation(s)
| | | | | | | | | | | | - Frank Hochholdinger
- Institute of Crop Science and Resource Conservation (INRES), Crop Functional Genomics, University of Bonn, 53113 Bonn, Germany.
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Wang B, Du Q, Yang X, Zhang D. Identification and characterization of nuclear genes involved in photosynthesis in Populus. BMC PLANT BIOLOGY 2014; 14:81. [PMID: 24673936 PMCID: PMC3986721 DOI: 10.1186/1471-2229-14-81] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/15/2013] [Accepted: 03/17/2014] [Indexed: 05/29/2023]
Abstract
BACKGROUND The gap between the real and potential photosynthetic rate under field conditions suggests that photosynthesis could potentially be improved. Nuclear genes provide possible targets for improving photosynthetic efficiency. Hence, genome-wide identification and characterization of the nuclear genes affecting photosynthetic traits in woody plants would provide key insights on genetic regulation of photosynthesis and identify candidate processes for improvement of photosynthesis. RESULTS Using microarray and bulked segregant analysis strategies, we identified differentially expressed nuclear genes for photosynthesis traits in a segregating population of poplar. We identified 515 differentially expressed genes in this population (FC ≥ 2 or FC ≤ 0.5, P < 0.05), 163 up-regulated and 352 down-regulated. Real-time PCR expression analysis confirmed the microarray data. Singular Enrichment Analysis identified 48 significantly enriched GO terms for molecular functions (28), biological processes (18) and cell components (2). Furthermore, we selected six candidate genes for functional examination by a single-marker association approach, which demonstrated that 20 SNPs in five candidate genes significantly associated with photosynthetic traits, and the phenotypic variance explained by each SNP ranged from 2.3% to 12.6%. This revealed that regulation of photosynthesis by the nuclear genome mainly involves transport, metabolism and response to stimulus functions. CONCLUSIONS This study provides new genome-scale strategies for the discovery of potential candidate genes affecting photosynthesis in Populus, and for identification of the functions of genes involved in regulation of photosynthesis. This work also suggests that improving photosynthetic efficiency under field conditions will require the consideration of multiple factors, such as stress responses.
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Affiliation(s)
- Bowen Wang
- National Engineering Laboratory for Tree Breeding, College of Biological Sciences and Technology, Beijing Forestry University, Beijing 100083, P. R. China
- Key Laboratory of Genetics and Breeding in Forest Trees and Ornamental Plants, Ministry of Education, College of Biological Sciences and Technology, Beijing Forestry University, Beijing 100083, P. R. China
| | - Qingzhang Du
- National Engineering Laboratory for Tree Breeding, College of Biological Sciences and Technology, Beijing Forestry University, Beijing 100083, P. R. China
- Key Laboratory of Genetics and Breeding in Forest Trees and Ornamental Plants, Ministry of Education, College of Biological Sciences and Technology, Beijing Forestry University, Beijing 100083, P. R. China
| | - Xiaohui Yang
- National Engineering Laboratory for Tree Breeding, College of Biological Sciences and Technology, Beijing Forestry University, Beijing 100083, P. R. China
- Key Laboratory of Genetics and Breeding in Forest Trees and Ornamental Plants, Ministry of Education, College of Biological Sciences and Technology, Beijing Forestry University, Beijing 100083, P. R. China
| | - Deqiang Zhang
- National Engineering Laboratory for Tree Breeding, College of Biological Sciences and Technology, Beijing Forestry University, Beijing 100083, P. R. China
- Key Laboratory of Genetics and Breeding in Forest Trees and Ornamental Plants, Ministry of Education, College of Biological Sciences and Technology, Beijing Forestry University, Beijing 100083, P. R. China
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Yang ZB, Eticha D, Führs H, Heintz D, Ayoub D, Van Dorsselaer A, Schlingmann B, Rao IM, Braun HP, Horst WJ. Proteomic and phosphoproteomic analysis of polyethylene glycol-induced osmotic stress in root tips of common bean (Phaseolus vulgaris L.). JOURNAL OF EXPERIMENTAL BOTANY 2013; 64:5569-86. [PMID: 24123251 PMCID: PMC3871817 DOI: 10.1093/jxb/ert328] [Citation(s) in RCA: 20] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/25/2023]
Abstract
Previous studies have shown that polyethylene glycol (PEG)-induced osmotic stress (OS) reduces cell-wall (CW) porosity and limits aluminium (Al) uptake by root tips of common bean (Phaseolus vulgaris L.). A subsequent transcriptomic study suggested that genes related to CW processes are involved in adjustment to OS. In this study, a proteomic and phosphoproteomic approach was applied to identify OS-induced protein regulation to further improve our understanding of how OS affects Al accumulation. Analysis of total soluble proteins in root tips indicated that, in total, 22 proteins were differentially regulated by OS; these proteins were functionally categorized. Seventy-seven per- cent of the total expressed proteins were involved in metabolic pathways, particularly of carbohydrate and amino acid metabolism. An analysis of the apoplastic proteome revealed that OS reduced the level of five proteins and increased that of seven proteins. Investigation of the total soluble phosphoproteome suggested that dehydrin responded to OS with an enhanced phosphorylation state without a change in abundance. A cellular immunolocalization analysis indicated that dehydrin was localized mainly in the CW. This suggests that dehydrin may play a major protective role in the OS-induced physical breakdown of the CW structure and thus maintenance of the reversibility of CW extensibility during recovery from OS. The proteomic and phosphoproteomic analyses provided novel insights into the complex mechanisms of OS-induced reduction of Al accumulation in the root tips of common bean and highlight a key role for modification of CW structure.
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Affiliation(s)
- Zhong-Bao Yang
- The Key Laboratory of Plant Cell Engineering and Germplasm Innovation, Ministry of Education, College of Life Science, Shandong University, Jinan 250100, PR China
- Institute for Plant Nutrition, Leibniz Universität Hannover, Herrenhäuser Strasse 2, 30419 Hannover, Germany
| | | | - Hendrik Führs
- Applied Research and Advisory Service Agro, K+S KALI GmbH, Bertha-von-Suttner-Strasse 7, 34131 Kassel, Germany
| | - Dimitri Heintz
- Institut de Biologie Moléculaire des Plantes (IBMP), 28 rue Goethe, CNRS-UPR2357, Université de Strasbourg, 67083 Strasbourg, France
| | - Daniel Ayoub
- Laboratoire de Spectrométrie de Masse Bio-Organique, Université de Strasbourg, IPHC, 25 rue Becquerel, 67087 Strasbourg, France
| | - Alain Van Dorsselaer
- Laboratoire de Spectrométrie de Masse Bio-Organique, Université de Strasbourg, IPHC, 25 rue Becquerel, 67087 Strasbourg, France
| | - Barbara Schlingmann
- Institute of BioPhysics, Leibniz Universität Hannover, Herrenhäuser Strasse 2, D-30419 Hannover, Germany
| | | | - Hans-Peter Braun
- Institute of Plant Genetics, Leibniz Universität Hannover, Herrenhäuser Strasse 2, D-30419 Hannover, Germany
| | - Walter Johannes Horst
- Institute for Plant Nutrition, Leibniz Universität Hannover, Herrenhäuser Strasse 2, 30419 Hannover, Germany
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Wei J, Li C, Li Y, Jiang G, Cheng G, Zheng Y. Effects of external potassium (k) supply on drought tolerances of two contrasting winter wheat cultivars. PLoS One 2013; 8:e69737. [PMID: 23874992 PMCID: PMC3707864 DOI: 10.1371/journal.pone.0069737] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/28/2012] [Accepted: 06/14/2013] [Indexed: 11/19/2022] Open
Abstract
BACKGROUND Drought is a common stress limiting crops growth and productivities worldwide. Water deficit may increase cellular membrane permeability, resulting in K outflow. Internal K starvation may disorder plant metabolism and limit plant growth. However, it is seldom reported about the effects of external K on drought tolerance of contrasting wheat cultivars. METHODOLOGY/PRINCIPAL FINDINGS A hydroponics experiment was carried out in a non-controlled greenhouse. Seedlings of drought-tolerant SN16 and intolerant JM22 were simultaneously treated by five levels of K2CO3 (0, 2.5, 5, 7.5, 10 mM) and two levels of PEG6000 (0, 20%) for 7 days. External K2CO3 significantly increased shoot K(+) content, water potential, chlorophyll content as well as gas exchange, but decreased electrolyte leakage (EL) and MDA content in both cultivars under PEG6000 stress. Antioxidant enzymes activities were up-regulated by PEG6000 while external K2CO3 reduced those changes. Molecular basis was explained by measuring the expression levels of antioxidant enzymes related genes. Shoot and root biomass were also increased by K2CO3 supply under drought stress. Although adequate K2CO3 application enhanced plant growth for both cultivars under drought stress, SN16 was better than JM22 due to its high drought tolerance. CONCLUSIONS/SIGNIFICANCE Adequate external K may effectively protect winter wheat from drought injuries. We conclude that drought-tolerant wheat combined with adequate external K supply may be a promising strategy for better growth in arid and semi-arid regions.
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Affiliation(s)
- Jiguang Wei
- State Key Laboratory of Vegetation and Environmental Change, Institute of Botany, the Chinese Academy of Sciences, Beijing, PR China
- University of the Chinese Academy of Sciences, Beijing, PR China
| | - Caihong Li
- State Key Laboratory of Vegetation and Environmental Change, Institute of Botany, the Chinese Academy of Sciences, Beijing, PR China
- University of the Chinese Academy of Sciences, Beijing, PR China
| | - Yong Li
- State Key Laboratory of Vegetation and Environmental Change, Institute of Botany, the Chinese Academy of Sciences, Beijing, PR China
- University of the Chinese Academy of Sciences, Beijing, PR China
| | - Gaoming Jiang
- State Key Laboratory of Vegetation and Environmental Change, Institute of Botany, the Chinese Academy of Sciences, Beijing, PR China
| | - Guanglei Cheng
- Beijing Academy of Agriculture and Forestry Sciences, Beijing, PR China
| | - Yanhai Zheng
- State Key Laboratory of Vegetation and Environmental Change, Institute of Botany, the Chinese Academy of Sciences, Beijing, PR China
- State Key Laboratory of Soil Erosion and Dryland Farming on the Loess Plateau, Northwest A&F University, Yangling, Shanxi, PR China
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Shelden MC, Roessner U. Advances in functional genomics for investigating salinity stress tolerance mechanisms in cereals. FRONTIERS IN PLANT SCIENCE 2013; 4:123. [PMID: 23717314 PMCID: PMC3650683 DOI: 10.3389/fpls.2013.00123] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/28/2012] [Accepted: 04/16/2013] [Indexed: 05/19/2023]
Abstract
Abiotic stresses such as low water availability and high salinity are major causes of cereal crop yield losses and significantly impact on sustainability. Wheat and barley are two of the most important cereal crops (after maize and rice) and are grown in increasingly hostile environments with soil salinity and drought both expected to increase this century, reducing the availability of arable land. Barley and wheat are classified as glycophytes (salt-sensitive), yet they are more salt-tolerant than other cereal crops such as rice and so are good models for studying salt tolerance in cereals. The exploitation of genetic variation of phenotypic traits through plant breeding could significantly improve growth of cereals in salinity-affected regions, thus leading to improved crop yields. Genetic variation in phenotypic traits for abiotic stress tolerance have been identified in land races and wild germplasm but the molecular basis of these differences is often difficult to determine due to the complex genetic nature of these species. High-throughput functional genomics technologies, such as transcriptomics, metabolomics, proteomics, and ionomics are powerful tools for investigating the molecular responses of plants to abiotic stress. The advancement of these technologies has allowed for the identification and quantification of transcript/metabolites in specific cell types and/or tissues. Using these new technologies on plants will provide a powerful tool to uncovering genetic traits in more complex species such as wheat and barley and provide novel insights into the molecular mechanisms of salinity stress tolerance.
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Affiliation(s)
| | - Ute Roessner
- Australian Centre for Plant Functional Genomics, School of Botany, University of MelbourneParkville VIC, Australia
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Voothuluru P, Thompson HJ, Flint-Garcia SA, Sharp RE. Genetic variability of oxalate oxidase activity and elongation in water-stressed primary roots of diverse maize and rice lines. PLANT SIGNALING & BEHAVIOR 2013; 8:e23454. [PMID: 23333961 PMCID: PMC3676514 DOI: 10.4161/psb.23454] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/15/2023]
Abstract
A previous study of maize primary roots under water stress showed pronounced increases in oxalate oxidase activity and apoplastic hydrogen peroxide in the apical region of the growth zone where cell elongation is maintained. We examined whether increased oxalate oxidase activity in water-stressed roots is conserved across diverse lines of maize and rice. The maize lines exhibited varied patterns of activity, with some lines lacking activity in the apical region. Moreover, none of the rice lines showed activity in the apical region. Also, although the genotypic response of root elongation to water stress was variable in both maize and rice, this was not correlated with the pattern of oxalate oxidase activity. Implications of these findings for root growth regulation under water stress are discussed.
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Affiliation(s)
- Priyamvada Voothuluru
- Division of Plant Sciences and Interdisciplinary Plant Group; University of Missouri; Columbia, MO USA
| | - Hallie J. Thompson
- Division of Plant Sciences and Interdisciplinary Plant Group; University of Missouri; Columbia, MO USA
| | - Sherry A. Flint-Garcia
- Division of Plant Sciences and Interdisciplinary Plant Group; University of Missouri; Columbia, MO USA
- US Department of Agriculture; Agricultural Research Service; Columbia, MO USA
| | - Robert E. Sharp
- Division of Plant Sciences and Interdisciplinary Plant Group; University of Missouri; Columbia, MO USA
- Correspondence to: Robert E. Sharp,
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Voothuluru P, Sharp RE. Apoplastic hydrogen peroxide in the growth zone of the maize primary root under water stress. I. Increased levels are specific to the apical region of growth maintenance. JOURNAL OF EXPERIMENTAL BOTANY 2013; 64:1223-33. [PMID: 23071257 DOI: 10.1093/jxb/ers277] [Citation(s) in RCA: 47] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/24/2023]
Abstract
Previous work on the adaptation of maize (Zea mays L.) primary root growth to water stress showed that cell elongation is maintained in the apical region of the growth zone but progressively inhibited further from the apex. Cell wall proteomic analysis suggested that levels of apoplastic reactive oxygen species (ROS), particularly hydrogen peroxide (H2O2), may be modified in a region-specific manner within the growth zone of water-stressed roots. Apoplastic ROS may have wall loosening or tightening effects and may also have other growth regulatory functions. To gain an understanding of how apoplastic ROS levels change under water stress, cerium chloride staining was used in conjunction with transmission electron microscopy to examine the spatial distribution of apoplastic H2O2. The results revealed that apoplastic H2O2 levels increased specifically in the apical region of the growth zone under water stress, correlating spatially with the maintenance of cell elongation. The basal regions of the growth zone of water-stressed roots and the entire growth zone of well-watered roots exhibited relatively low levels of apoplastic H2O2. The increase in apoplastic H2O2 in the apical region under water stress probably resulted, at least in part, from a pronounced increase in oxalate oxidase activity in this region. By contrast, well-watered roots showed negligible oxalate oxidase activity throughout the growth zone. The results show that changes in apoplastic ROS levels in the root growth zone under water-deficit conditions are regulated in a spatially-specific manner, suggesting that this response may play an important role in maize root adaptation to water stress.
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Affiliation(s)
- Priyamvada Voothuluru
- Division of Plant Sciences and Interdisciplinary Plant Group, University of Missouri, Columbia, MO 65211, USA
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Cominelli E, Conti L, Tonelli C, Galbiati M. Challenges and perspectives to improve crop drought and salinity tolerance. N Biotechnol 2012; 30:355-61. [PMID: 23165101 DOI: 10.1016/j.nbt.2012.11.001] [Citation(s) in RCA: 75] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/25/2012] [Accepted: 11/05/2012] [Indexed: 11/29/2022]
Abstract
Drought and high salinity are two major abiotic stresses affecting crop productivity. Therefore, the development of crops better adapted to cope with these stresses represents a key goal to ensure global food security to an increasing world population. Although many genes involved in the response to these abiotic stresses have been extensively characterised and some stress tolerant plants developed, the success rate in producing stress-tolerant crops for field conditions has been thus far limited. In this review we discuss different factors hampering the successful transfer of beneficial genes from model species to crops, emphasizing some limitations in the phenotypic characterisation and definition of the stress tolerant plants developed so far. We also highlight some technological advances and different approaches that may help in developing cultivated stress tolerant plants.
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Affiliation(s)
- Eleonora Cominelli
- Istituto di Biologia e Biotecnologia Agraria, CNR, Via E. Bassini 15, 20133 Milano, Italy
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Balbuena TS, He R, Salvato F, Gang DR, Thelen JJ. Large-scale proteome comparative analysis of developing rhizomes of the ancient vascular plant equisetum hyemale. FRONTIERS IN PLANT SCIENCE 2012; 3:131. [PMID: 22740841 PMCID: PMC3382741 DOI: 10.3389/fpls.2012.00131] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/27/2012] [Accepted: 06/01/2012] [Indexed: 05/08/2023]
Abstract
Horsetail (Equisetum hyemale) is a widespread vascular plant species, whose reproduction is mainly dependent on the growth and development of the rhizomes. Due to its key evolutionary position, the identification of factors that could be involved in the existence of the rhizomatous trait may contribute to a better understanding of the role of this underground organ for the successful propagation of this and other plant species. In the present work, we characterized the proteome of E. hyemale rhizomes using a GeLC-MS spectral-counting proteomics strategy. A total of 1,911 and 1,860 non-redundant proteins were identified in the rhizomes apical tip and elongation zone, respectively. Rhizome-characteristic proteins were determined by comparisons of the developing rhizome tissues to developing roots. A total of 87 proteins were found to be up-regulated in both horsetail rhizome tissues in relation to developing roots. Hierarchical clustering indicated a vast dynamic range in the regulation of the 87 characteristic proteins and revealed, based on the regulation profile, the existence of nine major protein groups. Gene ontology analyses suggested an over-representation of the terms involved in macromolecular and protein biosynthetic processes, gene expression, and nucleotide and protein binding functions. Spatial difference analysis between the rhizome apical tip and the elongation zone revealed that only eight proteins were up-regulated in the apical tip including RNA-binding proteins and an acyl carrier protein, as well as a KH domain protein and a T-complex subunit; while only seven proteins were up-regulated in the elongation zone including phosphomannomutase, galactomannan galactosyltransferase, endoglucanase 10 and 25, and mannose-1-phosphate guanyltransferase subunits alpha and beta. This is the first large-scale characterization of the proteome of a plant rhizome. Implications of the findings were discussed in relation to other underground organs and related species.
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Affiliation(s)
- Tiago Santana Balbuena
- Department of Biochemistry, Interdisciplinary Plant Group, Christopher S. Bond Life Sciences Center, University of MissouriColumbia, MO, USA
- Institute of Biology, State University of CampinasCampinas, São Paulo, Brazil
- *Correspondence: Tiago Santana Balbuena, Instituto de Biologia-Bloco J, Universidade Estadual de Campinas, Rua Monteiro Lobato 970, CEP 13.083-970 Campinas, São Paulo, Brazil. e-mail:
| | - Ruifeng He
- Institute of Biological Chemistry, Washington State UniversityPullman, WA, USA
| | - Fernanda Salvato
- Department of Biochemistry, Interdisciplinary Plant Group, Christopher S. Bond Life Sciences Center, University of MissouriColumbia, MO, USA
| | - David R. Gang
- Institute of Biological Chemistry, Washington State UniversityPullman, WA, USA
| | - Jay J. Thelen
- Department of Biochemistry, Interdisciplinary Plant Group, Christopher S. Bond Life Sciences Center, University of MissouriColumbia, MO, USA
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Yang ZB, Eticha D, Rotter B, Rao IM, Horst WJ. Physiological and molecular analysis of polyethylene glycol-induced reduction of aluminium accumulation in the root tips of common bean (Phaseolus vulgaris). THE NEW PHYTOLOGIST 2011; 192:99-113. [PMID: 21668875 DOI: 10.1111/j.1469-8137.2011.03784.x] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/30/2023]
Abstract
• Aluminium (Al) toxicity and drought are two major stress factors limiting common bean (Phaseolus vulgaris) production on tropical acid soils. Polyethylene glycol (PEG) treatment reduces Al uptake and Al toxicity. • The effect of PEG 6000-induced osmotic stress on the expression of genes was studied using SuperSAGE combined with next-generation sequencing and quantitative reverse transcription-polymerase chain reaction (qRT-PCR) for selected genes. • Less Al stress in PEG-treated roots was confirmed by decreased Al-induced up-regulation of MATE and ACCO genes. The withdrawal of PEG from the Al treatment solution restored the Al accumulation and reversed the expression of MATE and ACCO genes to the level of the treatment with Al alone. Using SuperSAGE, we identified 611 up- and 728 down-regulated genes in PEG-treated root tips, and the results were confirmed by qRT-PCR using 46 differentially expressed genes. Among the 12 genes studied in more detail, XTHa and BEG (down-regulated by PEG) and HRGP, bZIP, MYB and P5CS (up-regulated by PEG) recovered completely within 2 h after removal of PEG stress. • The results suggest that genes related to cell wall assembly and modification, such as XTHs, BEG and HRGP, play important roles in the PEG-induced decrease in cell wall porosity, leading to reduced Al accumulation in root tips.
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Affiliation(s)
- Zhong-Bao Yang
- Institute of Plant Nutrition, Leibniz Universität Hannover, Herrenhaeuser Str. 2, D-30419 Hannover, Germany
| | - Dejene Eticha
- Institute of Plant Nutrition, Leibniz Universität Hannover, Herrenhaeuser Str. 2, D-30419 Hannover, Germany
| | - Björn Rotter
- GenXPro GmbH, Altenhöferallee 3, 60438 Frankfurt am Main, Germany
| | | | - Walter Johannes Horst
- Institute of Plant Nutrition, Leibniz Universität Hannover, Herrenhaeuser Str. 2, D-30419 Hannover, Germany
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Lu HF, Dong HT, Sun CB, Qing DJ, Li N, Wu ZK, Wang ZQ, Li YZ. The panorama of physiological responses and gene expression of whole plant of maize inbred line YQ7-96 at the three-leaf stage under water deficit and re-watering. TAG. THEORETICAL AND APPLIED GENETICS. THEORETISCHE UND ANGEWANDTE GENETIK 2011; 123:943-58. [PMID: 21735236 DOI: 10.1007/s00122-011-1638-0] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/31/2011] [Accepted: 06/13/2011] [Indexed: 05/08/2023]
Abstract
Changes in water potential, growth elongation, photosynthesis of three-leaf-old seedlings of maize inbred line YQ7-96 under water deficit (WD) for 0.5, 1 and 2 h and re-watering (RW) for 24 h were characterized. Gene expression was analyzed using cDNA microarray covering 11,855 maize unigenes. As for whole maize plant, the expression of WD-regulated genes was characterized by up-regulation. The expression of WD-regulated genes was categorized into eight different patterns, respectively, in leaves and roots. Newly found and WD-affected cellular processes were metabolic process, amino acid and derivative metabolic process and cell death. A great number of the analyzed genes were found to be regulated specifically by RW and commonly by both WD and RW, respectively, in leaves. It is therefore concluded that (1) whole maize plant tolerance to WD, as well as growth recovery from WD, depends at least in part on transcriptional coordination between leaves and roots; (2) WD exerts effects on the maize, especially on basal metabolism; (3) WD could probably affect CO(2) uptake and partitioning, and transport of fixed carbons; (4) WD could likely influence nuclear activity and genome stability; and (5) maize growth recovery from WD is likely involved in some specific signaling pathways related to RW-specific responsive genes.
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Affiliation(s)
- Hai-Feng Lu
- State Key Laboratory for Conservation and Utilization of Subtropical Agro-bioresources, Key Laboratory of Ministry of Education for Microbial and Plant Genetic Engineering, College of Life Science and Technology, Guangxi University, Nanning, 530005, Guangxi, People's Republic of China
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Shu L, Lou Q, Ma C, Ding W, Zhou J, Wu J, Feng F, Lu X, Luo L, Xu G, Mei H. Genetic, proteomic and metabolic analysis of the regulation of energy storage in rice seedlings in response to drought. Proteomics 2011; 11:4122-38. [PMID: 21818852 DOI: 10.1002/pmic.201000485] [Citation(s) in RCA: 69] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/15/2010] [Revised: 06/19/2011] [Accepted: 07/29/2011] [Indexed: 01/13/2023]
Abstract
We used proteomic analysis to determine the response of rice plant seedlings to drought-induced stress. The expression of 71 protein spots was significantly altered, and 60 spots were successfully identified. The greatest down-regulated protein functional category was translation. Up-regulated proteins were mainly related to protein folding and assembly. Additionally, many proteins involved in metabolism (e.g. carbohydrate metabolism) also showed differences in expression. cDNA microarray and GC-MS analysis showed 4756 differentially expressed mRNAs and 37 differentially expressed metabolites. Once these data were integrated with the proteomic analysis, we were able to elucidate the metabolic pathways affected by drought-induced stress. These results suggest that increased energy consumption from storage substances occurred during drought. In addition, increased expression of the enzymes involved in anabolic pathways corresponded with an increase in the content of six amino acids. We speculated that energy conversion from carbohydrates and/or fatty acids to amino acids was increased. Analysis of basic metabolism networks allowed us to understand how rice plants adjust to drought conditions.
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Affiliation(s)
- Liebo Shu
- Shanghai Agrobiological Gene Center, Shanghai, PR China
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Lorenz WW, Alba R, Yu YS, Bordeaux JM, Simões M, Dean JFD. Microarray analysis and scale-free gene networks identify candidate regulators in drought-stressed roots of loblolly pine (P. taeda L.). BMC Genomics 2011; 12:264. [PMID: 21609476 PMCID: PMC3123330 DOI: 10.1186/1471-2164-12-264] [Citation(s) in RCA: 74] [Impact Index Per Article: 5.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/30/2010] [Accepted: 05/24/2011] [Indexed: 12/14/2022] Open
Abstract
BACKGROUND Global transcriptional analysis of loblolly pine (Pinus taeda L.) is challenging due to limited molecular tools. PtGen2, a 26,496 feature cDNA microarray, was fabricated and used to assess drought-induced gene expression in loblolly pine propagule roots. Statistical analysis of differential expression and weighted gene correlation network analysis were used to identify drought-responsive genes and further characterize the molecular basis of drought tolerance in loblolly pine. RESULTS Microarrays were used to interrogate root cDNA populations obtained from 12 genotype × treatment combinations (four genotypes, three watering regimes). Comparison of drought-stressed roots with roots from the control treatment identified 2445 genes displaying at least a 1.5-fold expression difference (false discovery rate = 0.01). Genes commonly associated with drought response in pine and other plant species, as well as a number of abiotic and biotic stress-related genes, were up-regulated in drought-stressed roots. Only 76 genes were identified as differentially expressed in drought-recovered roots, indicating that the transcript population can return to the pre-drought state within 48 hours. Gene correlation analysis predicts a scale-free network topology and identifies eleven co-expression modules that ranged in size from 34 to 938 members. Network topological parameters identified a number of central nodes (hubs) including those with significant homology (E-values ≤ 2 × 10-30) to 9-cis-epoxycarotenoid dioxygenase, zeatin O-glucosyltransferase, and ABA-responsive protein. Identified hubs also include genes that have been associated previously with osmotic stress, phytohormones, enzymes that detoxify reactive oxygen species, and several genes of unknown function. CONCLUSION PtGen2 was used to evaluate transcriptome responses in loblolly pine and was leveraged to identify 2445 differentially expressed genes responding to severe drought stress in roots. Many of the genes identified are known to be up-regulated in response to osmotic stress in pine and other plant species and encode proteins involved in both signal transduction and stress tolerance. Gene expression levels returned to control values within a 48-hour recovery period in all but 76 transcripts. Correlation network analysis indicates a scale-free network topology for the pine root transcriptome and identifies central nodes that may serve as drivers of drought-responsive transcriptome dynamics in the roots of loblolly pine.
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Affiliation(s)
- W Walter Lorenz
- Warnell School of Forestry and Natural Resources, The University of Georgia, Athens, GA 30602, USA
| | - Rob Alba
- Monsanto Company, Mailstop C1N, 800 N. Lindbergh Blvd., St. Louis, MO 63167, USA
| | - Yuan-Sheng Yu
- Warnell School of Forestry and Natural Resources, The University of Georgia, Athens, GA 30602, USA
| | - John M Bordeaux
- Warnell School of Forestry and Natural Resources, The University of Georgia, Athens, GA 30602, USA
| | - Marta Simões
- Instituto de Biologia Experimental e Tecnológica (IBET)/Instituto de Tecnologia Química e Biológica-Universidade Nova de Lisboa (ITQB-UNL), Av. República (EAN) 2784-505 Oeiras, Portugal
| | - Jeffrey FD Dean
- Warnell School of Forestry and Natural Resources, The University of Georgia, Athens, GA 30602, USA
- Department of Biochemistry & Molecular Biology, The University of Georgia, Life Sciences Building, Athens, GA 30602, USA
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Ghanem ME, Hichri I, Smigocki AC, Albacete A, Fauconnier ML, Diatloff E, Martinez-Andujar C, Lutts S, Dodd IC, Pérez-Alfocea F. Root-targeted biotechnology to mediate hormonal signalling and improve crop stress tolerance. PLANT CELL REPORTS 2011; 30:807-23. [PMID: 21298270 DOI: 10.1007/s00299-011-1005-2] [Citation(s) in RCA: 33] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/17/2010] [Revised: 01/07/2011] [Accepted: 01/07/2011] [Indexed: 05/09/2023]
Abstract
Since plant root systems capture both water and nutrients essential for the formation of crop yield, there has been renewed biotechnological focus on root system improvement. Although water and nutrient uptake can be facilitated by membrane proteins known as aquaporins and nutrient transporters, respectively, there is a little evidence that root-localised overexpression of these proteins improves plant growth or stress tolerance. Recent work suggests that the major classes of phytohormones are involved not only in regulating aquaporin and nutrient transporter expression and activity, but also in sculpting root system architecture. Root-specific expression of plant and bacterial phytohormone-related genes, using either root-specific or root-inducible promoters or grafting non-transformed plants onto constitutive hormone producing rootstocks, has examined the role of root hormone production in mediating crop stress tolerance. Root-specific traits such as root system architecture, sensing of edaphic stress and root-to-shoot communication can be exploited to improve resource (water and nutrients) capture and plant development under resource-limited conditions. Thus, root system engineering provides new opportunities to maintain sustainable crop production under changing environmental conditions.
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Affiliation(s)
- Michel Edmond Ghanem
- Groupe de Recherche en Physiologie végétale, Earth and Life Institute (ELI-A), Université catholique de Louvain, 1348, Louvain-la-Neuve, Belgium.
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Skirycz A, Memmi S, De Bodt S, Maleux K, Obata T, Fernie AR, Devreese B, Inzé D. A reciprocal 15N-labeling proteomic analysis of expanding Arabidopsis leaves subjected to osmotic stress indicates importance of mitochondria in preserving plastid functions. J Proteome Res 2011; 10:1018-29. [PMID: 21142212 DOI: 10.1021/pr100785n] [Citation(s) in RCA: 37] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/20/2022]
Abstract
Plants respond to environmental stress by dynamically reprogramming their growth. Whereas stress onset is accompanied by rapid growth inhibition leading to smaller organs, growth will recover and adapt once the stress conditions become stable and do no threaten plant survival. Here, adaptation of growing Arabidopsis thaliana leaves to mild and prolonged osmotic stress was investigated by means of a complete metabolic labeling strategy with the (15)N-stable isotope as a complement to a previously published transcript and metabolite profiling. Global analysis of protein changes revealed that plastidial ATPase, Calvin cycle, and photorespiration were down-regulated, but mitochondrial ATP synthesis was up-regulated, indicating the importance of mitochondria in preserving plastid functions during water stress. Although transcript and protein data correlated well with the stable and prolonged character of the applied stress, numerous proteins were clearly regulated at the post-transcriptional level that could, at least partly, be related to changes in protein synthesis and degradation. In conclusion, proteomics using the (15)N labeling helped understand the mechanisms underlying growth adaptation to osmotic stress and allowed the identification of candidate genes to improve plant growth under limited water.
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Dusotoit-Coucaud A, Porcheron B, Brunel N, Kongsawadworakul P, Franchel J, Viboonjun U, Chrestin H, Lemoine R, Sakr S. Cloning and characterization of a new polyol transporter (HbPLT2) in Hevea brasiliensis. PLANT & CELL PHYSIOLOGY 2010; 51:1878-1888. [PMID: 20929914 DOI: 10.1093/pcp/pcq151] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/28/2023]
Abstract
Quebrachitol is a cyclic polyol and, along with sucrose, is one of the main sugars in Hevea latex. However, in contrast to sucrose, the mechanism and regulation of quebrachitol absorption is still unknown. Screening a latex-derived cDNA library using polyol transporter-specific probes, two full-length cDNAs were isolated, and named HbPLT1 and HbPLT2 (for Hevea brasiliensis polyol transporter 1 and 2, respectively). Their respective sequences exhibited close similarity with the previously cloned acyclic sugar polyol transporters, and shared the main features of the major facilitative superfamily. The functional activity of one of the cDNAs was determined by using an HbPLT2-complemented yeast strain. These strains displayed a marginal absorption of cyclic (inositol) and acyclic (mannitol and sorbitol) polyol but no absorption of sucrose, hexose and glycerol. Active absorption for xylitol was detected, and was competitively inhibited by quebrachitol. HbPLT1 and HbPLT2 expression patterns varied in response to different stimuli. Bark treatment with ethylene resulted in an early and significant up-regulation of HbPLT2 transcripts in laticifers as well as in inner bark cells, when compared with HbPLT1. Other treatments, especially mechanical wounding, strongly induced HbPLT2 transcripts. These data were consistent with the presence of ethylene and a wound-responsive regulatory cis-element on the sequence of the HbPLT2 promoter. All these findings together with those recently obtained for sucrose transporters and aquaporins are discussed in relation to the different roles for quebrachitol in Hevea brasiliensis.
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To JPC, Zhu J, Benfey PN, Elich T. Optimizing root system architecture in biofuel crops for sustainable energy production and soil carbon sequestration. F1000 BIOLOGY REPORTS 2010; 2:65. [PMID: 21173868 PMCID: PMC2990534 DOI: 10.3410/b2-65] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Indexed: 12/22/2022]
Abstract
Root system architecture (RSA) describes the dynamic spatial configuration of different types and ages of roots in a plant, which allows adaptation to different environments. Modifications in RSA enhance agronomic traits in crops and have been implicated in soil organic carbon content. Together, these fundamental properties of RSA contribute to the net carbon balance and overall sustainability of biofuels. In this article, we will review recent data supporting carbon sequestration by biofuel crops, highlight current progress in studying RSA, and discuss future opportunities for optimizing RSA for biofuel production and soil carbon sequestration.
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Affiliation(s)
- Jennifer PC To
- GrassRoots Biotechnology302 E Pettigrew Street, Suite A200, Durham, NC 27701USA
| | - Jinming Zhu
- GrassRoots Biotechnology302 E Pettigrew Street, Suite A200, Durham, NC 27701USA
| | - Philip N Benfey
- GrassRoots Biotechnology302 E Pettigrew Street, Suite A200, Durham, NC 27701USA
- Department of Biology and IGSP Center for Systems Biology, Duke UniversityDurham, NC 27708USA
| | - Tedd Elich
- GrassRoots Biotechnology302 E Pettigrew Street, Suite A200, Durham, NC 27701USA
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Skirycz A, Inzé D. More from less: plant growth under limited water. Curr Opin Biotechnol 2010; 21:197-203. [PMID: 20363612 DOI: 10.1016/j.copbio.2010.03.002] [Citation(s) in RCA: 212] [Impact Index Per Article: 15.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/30/2009] [Revised: 03/04/2010] [Accepted: 03/08/2010] [Indexed: 11/29/2022]
Abstract
When subjected to abiotic stresses, plants actively re-program their growth by modulating both cell division and cell expansion. Growth decreases rapidly upon stress onset but it recovers and adapts once stress conditions become stable. Here, we review recent advances in understanding the mechanisms underlying both stress-induced growth repression and adaptation with an emphasis on drought and leaf growth and we briefly discuss how this knowledge can be translated into crops. It is now clear that stress response of growing and mature leaves is distinct and should be studied separately. Both cell proliferation and expansion are regulated by common signaling pathways involving gibberellins and DELLA proteins while down stream effector genes are stage specific.
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Affiliation(s)
- Aleksandra Skirycz
- Department of Plant Systems Biology, VIB, Technologiepark 927, B-9052 Gent, Belgium
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Yamaguchi M, Sharp RE. Complexity and coordination of root growth at low water potentials: recent advances from transcriptomic and proteomic analyses. PLANT, CELL & ENVIRONMENT 2010; 33:590-603. [PMID: 19895398 DOI: 10.1111/j.1365-3040.2009.02064.x] [Citation(s) in RCA: 92] [Impact Index Per Article: 6.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/06/2023]
Abstract
Progress in understanding root growth regulation and adaptation under water-stressed conditions is reviewed, with emphasis on recent advances from transcriptomic and proteomic analyses of maize and soybean primary roots. In both systems, kinematic characterization of the spatial patterns of cell expansion within the root elongation zone showed that at low water potentials, elongation rates are preferentially maintained towards the root apex but are progressively inhibited at more basal locations resulting in a shortened growth zone. This characterization provided an essential foundation for extensive research into the physiological mechanisms of growth regulation in the maize primary root at low water potentials. Recently, these studies were expanded to include transcriptomic and cell wall proteomic analyses of the maize primary root, and a proteomic analysis of total soluble proteins in the soybean primary root. This review focuses on findings related to protection from oxidative damage, the potential roles of increased apoplastic reactive oxygen species in regulation of wall extension properties and other processes, region-specific phenylpropanoid metabolism as related to accumulation of (iso)flavonoids and wall phenolics and amino acid metabolism. The results provide novel insights into the complexity and coordination of the processes involved in root growth at low water potentials.
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Yamaguchi M, Valliyodan B, Zhang J, Lenoble ME, Yu O, Rogers EE, Nguyen HT, Sharp RE. Regulation of growth response to water stress in the soybean primary root. I. Proteomic analysis reveals region-specific regulation of phenylpropanoid metabolism and control of free iron in the elongation zone. PLANT, CELL & ENVIRONMENT 2010; 33:223-43. [PMID: 19906149 DOI: 10.1111/j.1365-3040.2009.02073.x] [Citation(s) in RCA: 82] [Impact Index Per Article: 5.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/21/2023]
Abstract
In water-stressed soybean primary roots, elongation was maintained at well-watered rates in the apical 4 mm (region 1), but was progressively inhibited in the 4-8 mm region (region 2), which exhibits maximum elongation in well-watered roots. These responses are similar to previous results for the maize primary root. To understand these responses in soybean, spatial profiles of soluble protein composition were analysed. Among the changes, the results indicate that region-specific regulation of phenylpropanoid metabolism may contribute to the distinct growth responses in the different regions. Several enzymes related to isoflavonoid biosynthesis increased in abundance in region 1, correlating with a substantial increase of isoflavonoid content in this region which could contribute to growth maintenance via various potential mechanisms. In contrast, caffeoyl-CoA O-methyltransferase, which is involved in lignin synthesis, was highly up-regulated in region 2. This response was associated with enhanced accumulation of lignin, which may be related to the inhibition of growth in this region. Several proteins that increased in abundance in both regions of water-stressed roots were related to protection from oxidative damage. In particular, an increase in the abundance of ferritin proteins effectively sequestered more iron and prevented excess free iron in the elongation zone under water stress.
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Affiliation(s)
- Mineo Yamaguchi
- Division of Plant Sciences, University of Missouri, Columbia, MO 65211, USA
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50
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Tari I, Guóth A, Benyó D, Kovács J, Poór P, Wodala B. The roles of ABA, reactive oxygen species and nitric oxide in root growth during osmotic stress in wheat: comparison of a tolerant and a sensitive variety. ACTA BIOLOGICA HUNGARICA 2010; 61 Suppl:189-96. [PMID: 21565776 DOI: 10.1556/abiol.61.2010.suppl.18] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/19/2022]
Abstract
The effects of PEG 6000-induced osmotic stress (-0.976 MPa) on the root growth of young plants, and the changes in abscisic acid (ABA), reactive oxygen species (ROS) and NO contents were investigated in the root tips of a drought-tolerant and a drought-sensitive wheat cultivar (Triticum aestivum L. cvs. MV Emese and GK Élet, respectively). The root length of cv. MV Emese was more effectively reduced than that of GK Élet by osmotic stress. Concomitantly, the ABA content of the 15-mm apical zone of the roots remained at the control level in GK Élet cultivar, but in MV Emese it decreased significantly after the early phase of the experiment, indicating that the accumulation of ABA is necessary for the maintenance of root growth under osmotic stress. The extent of ROS accumulation relative to the respective control was more pronounced in the elongation zone of roots in MV Emese in the later stages of the experiment, while NO concentrations increased significantly early after PEG exposure, suggesting that high concentrations of ROS and NO were unfavourable for root expansion. In contrast, in cv. Élet, the high NO content in the elongation zone declined to the control level under osmotic stress within 4 days. The changes in root growth due to osmotic stress did not exhibit a correlation with the drought tolerance of the genotypes defined on the basis of the crop yield.
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Affiliation(s)
- Irma Tari
- Department of Plant Biology, Faculty of Science, University of Szeged, P.O. Box 654 H-6701 Szeged, Hungary.
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