Abstract
Drought is the primary cause of agricultural loss globally, and represents a major threat to food security. Currently, plant biotechnology stands as one of the most promising fields when it comes to developing crops that are able to produce high yields in water-limited conditions. From studies of Arabidopsis thaliana whole plants, the main response mechanisms to drought stress have been uncovered, and multiple drought resistance genes have already been engineered into crops. So far, most plants with enhanced drought resistance have displayed reduced crop yield, meaning that there is still a need to search for novel approaches that can uncouple drought resistance from plant growth. Our laboratory has recently shown that the receptors of brassinosteroid (BR) hormones use tissue-specific pathways to mediate different developmental responses during root growth. In Arabidopsis, we found that increasing BR receptors in the vascular plant tissues confers resistance to drought without penalizing growth, opening up an exceptional opportunity to investigate the mechanisms that confer drought resistance with cellular specificity in plants. In this review, we provide an overview of the most promising phenotypical drought traits that could be improved biotechnologically to obtain drought-tolerant cereals. In addition, we discuss how current genome editing technologies could help to identify and manipulate novel genes that might grant resistance to drought stress. In the upcoming years, we expect that sustainable solutions for enhancing crop production in water-limited environments will be identified through joint efforts.
Introduction
Today, agriculture is facing an unprecedented challenge. Arable land is being reduced by soil erosion and degradation, desertification, and salinization, destructive processes that are being further accelerated by climate change. This could jeopardize global food production, which will need to be maximized to cope with the world´s growing population and to match the food security goals established by United Nations. More than ever, drought is a major threat to agriculture worldwide. The Food and Agriculture Organization (FAO) of the United Nations documented that between 2005 and 2015, drought caused USD 29 billion in direct losses to agriculture in the developing world, with the 2008–2011 drought in Kenya alone accounting for USD 1.5 billion (). In addition, more than 70% of the world´s available fresh water is being used in irrigation (). To cope with these challenges, plant breeders will need to begin producing novel crop varieties that have increased yield, that are tolerant to abiotic stresses, and that have improved water and nutrient uptake efficiencies ().
In agronomy, drought can generally be defined as a prolonged lack of water that affects plant growth and survival, ultimately reducing crop yield. In plant science, the broadest definition of drought stress coincides with the definition of water deficit, which happens when the rate of transpiration exceeds water uptake (). This could be the result of a lack of water, but also of increased salinity or osmotic pressure. From a molecular biology perspective, the first event during drought stress is the loss of water from the cell, or dehydration. Dehydration usually triggers signals that are osmotic and hormone related, with abscisic acid (ABA) mainly involved in the latter (). These signals are followed by a response that could be broadly categorized into three main strategies: i) drought escape (DE), ii) dehydration avoidance, and iii) dehydration or desiccation tolerance (; ). DE is the attempt of a plant to accelerate flowering time before drought conditions hinder its survival. This response is common to annual plants including the model species Arabidopsis thaliana (Arabidopsis), and is exploited by cereal plant breeders (). In dehydration avoidance, the plant is able to maintain a high relative water content (RWC% = [fresh mass − dry mass]/[water saturated mass − dry mass] × 100) even during water scarcity. This is achieved by physiological and morphological responses that include the reduction of transpiration via ABA-mediated stomatal closure, the deposition of cuticular waxes, and the slowing down the plant´s life cycle. Dehydration avoidance usually leads to survival through delaying plant growth, and thus senescence and mortality. This strategy evolved as a response to moderate, temporary drought stress in which the plant undergoes a developmental stand-by until the next rainfall (or irrigation). While effective in increasing plant survival rate, dehydration avoidance often comes with growth and yield penalties, which are, of course, major negative traits for crop breeders (). On the other hand, in dehydration tolerance, the plant is able to maintain its functions in a dehydrated state, usually by regulation of plant metabolism to increase the production of sugars, osmoprotectants, antioxidants, and reactive oxygen species (ROS) scavengers (). These responses are usually activated by gibberellic acid (GA) signaling through the modulation of the GA-signaling molecule DELLA, a pathway that integrates multiple hormone- and stress-related pathways (; ; ).
Ultimately, drought resistance is determined by how a plant efficiently and timely senses changing environmental conditions, adopting and combining the aforementioned strategies in response to diminished water availability. Plant breeders have identified physiological traits that result from drought responses and contribute to the adaptation of plants in water-limited conditions. Understanding the molecular and physiological mechanisms behind these traits is essential for improving crops through biotechnology.
In this review, we describe some of the drought resistance traits of the model plant Arabidopsis that have the potential of being transferrable to crops, focusing on strategies that involve the manipulation of cell- and tissue-specific responses. As these strategies open up opportunities to uncouple drought resistance from the commonly associated growth and yield penalties, we will discuss their biotechnological application in cereal species.
Major Traits Contributing to Drought Resistance
Early Flowering and Drought Escape
The molecular control of flowering time is complex, and has been highly studied in Arabidopsis (; ) as well as in many other plant species (). During the developmental switch from the vegetative to the reproductive stage, the photoperiodic light signal from the environment is perceived by leaves, where the FLOWERING LOCUS T (FT) protein is synthesized. FT is loaded into the phloem and transported to the shoot apical meristem (SAM) where it initiates floral transition (). It is now known that in the SAM, FT forms a complex with the bZIP protein FD in specific cells beneath the tunica layers in which FD is expressed, with these cells then originating the floral primordia ().
When Arabidopsis is exposed to drought conditions, it can activate the DE response. DE is one of the main defense mechanisms against drought in Arabidopsis, and it integrates the photoperiodic pathway with drought-related ABA signaling (). DE has mainly been studied in an evolutionary context in natural populations (; ), and the molecular mechanisms that regulate it have only been unraveled recently. It is known that, to trigger DE, the key photoperiodic gene GIGANTEA (GI) needs to be activated by ABA (; ). A recent breakthrough was the discovery that the ABRE-BINDING FACTORS (ABF) 3 and 4, which act on the master floral gene SUPPRESSOR OF OVEREXPRESSION OF CONSTANS1 (SOC1) in response to drought, are involved in this process. The mutants abf3 abf4 are insensitive to ABA-induced flowering and have a reduced DE response (). However, the precise molecular mechanisms that link ABA to GI and ultimately to DE are still rather obscure, and different crop species might have evolved unknown pathways that trigger DE in different environments (Figure 1A).
Figure 1
From an agronomic perspective, DE and early flowering varieties with faster life cycles are interesting because an anticipated switch to the reproductive stage might allow grain filling before the onset of seasonal terminal drought. Furthermore, a shorter crop season reduces the need for agricultural inputs (e.g., fertilizers, pesticides) and might facilitate double cropping (i.e., the farming of two different crops in the same field within the same year). On the other hand, crops that switch too early to flowering will have their yield reduced. Despite DE being an emerging research field in crop science, there are not any biotechnologically improved crops that exploit DE as a drought resistance trait. Still, it has been proposed that DE can be used to obtain quick-growing, early-flowering cereal varieties, which would be especially useful in temperate regions like the Mediterranean area where terminal drought is expected to affect plants toward the end of the crop season (
Leaf Traits: Senescence, Stay-Green, and Leaf Area
Senescence is a developmental stage of plant leaves that leads to the arrest of photosynthesis, the degradation of chloroplasts and proteins, and the mobilization of nitrogen, carbon, and other nutrient resources from the leaves to other organs. As most cereals are monocarpic annual species, these resources are directed to developing seeds, and senescence therefore plays a relevant role in crop yield. Environmental stresses like temperature, lack of nutrients, and drought might initiate senescence prematurely, affecting seed nutritional composition and crop yield (
Plant breeders commonly refer to the trait that confers extended photosynthetic activity as stay-green, also defined as green leaf area at maturity (GLAM). This trait is well studied in sorghum [Sorghum bicolor (L.) Moench], a dry climate-adapted cereal in which a number of stay-green quantitative trait loci (QTLs) have been identified (
Figure 2

Drought tolerance genes that have been discovered or tested in model species and translated successfully into crop species. All of these genes have been expressed in engineered cereal crops and have been tested in field trials. Major agronomical traits, including yield, have been assessed, and conditions and drought performances have been successfully improved without negatively affecting plant growth or crop yield. (A) Hahb4: The sunflower transcription factor Hahb4 was expressed in soybean under the control of the native stress-inducible promoter of a homologous gene. Transgenic plants have reduced ethylene sensitivity, delayed senescence, increased osmoprotectant content, and an increased yield in the presence or absence of drought stress (
Using a rather different approach, Monsanto expressed the bacterial cold shock protein B (CSPB) under the control of the constitutive rice ACTIN1 promoter. The expressed CSPB protein bears RNA-binding motifs named cold shock domains (CSDs) that act as RNA chaperones and regulate translational activity. In the analyzed transgenic plants, chlorophyll content and photosynthetic rates were improved (
Stomatal-Mediated Drought Responses
Stomata, which are openings on the surface of the aerial portion of plants, are enclosed by two specialized guard cells that can open and close the pore by changing their turgor pressure. Stomata are vital for CO2 uptake in photosynthetic organs and are finely regulated by a molecular pathway that allows plants to acquire CO2 while minimizing water loss. Manipulating stomatal number, size, and regulation was one of the earliest strategies adopted by scientists in attempt to produce drought-resistant plants, and recent advances in Arabidopsis and crops to this effect are thoroughly reviewed in
The main hormone signal that triggers stomatal closure in water-limited conditions is ABA (
In an early attempt to produce drought-resistant plants, it was observed that the constitutive expression of AtNF-YB1 in Arabidopsis improved the survival rate of the transgenic plants (
The trade-off between stomatal conductance and drought resistance could be avoided by manipulating stomatal kinetics, or more precisely, by improving the speed of stomatal responses (
Cuticular Wax Production
Aerial plant organs have an external cuticle layer of which waxes are a major component. This hydrophobic barrier physically protects the epidermis against a plethora of external factors including UV light, cold temperatures, fungal pathogens, and insects, and also regulates permeability and water loss. However, despite the fact that a number of studies in Arabidopsis and crops have shown a connection between drought stress and changes in cuticular wax content, composition, and morphology, many of the key genes involved in wax metabolism, regulation, and transport still need to be characterized (
Cuticular waxes can be regulated post-translationally, post-transcriptionally, and transcriptionally. In terms of post-translational regulation, the CER9 gene, which encodes a putative E3 ubiquitin ligase, plays a role in the homeostasis of cuticular wax biosynthetic enzymes through ubiquitination and degradation of proteins in the endoplasmic reticulum. Arabidopsis cer9 mutants showed an increase in lipid deposition and drought tolerance, suggesting that it has a negative role with regards to the regulation of cuticular wax biosynthesis (
Carbon Allocation
Plants are photosynthetic organisms able to fix atmospheric carbon into macromolecules essential for growth and survival. Thus, it is evident that carbon metabolism and allocation are highly regulated and this regulation has a vital role in plant resilience to stresses and crop yield. In cereals, carbon is the main determinant of crop yield, and carbohydrates from cereals are the primary source of calories in the human diet (
Altering sugar distribution via the T6P pathway is a promising biotechnological approach for producing drought-tolerant plants, with the best results being obtained when manipulation is directed to specific tissues like developing reproductive structures (
Root Traits
Roots are the main plant organ dedicated to the uptake of water, and are the first place where a lack of water is perceived. As such, an abundance of studies have examined root responses to dehydration. The most relevant root traits capable of improving drought tolerance and their biotechnological applications have recently been reviewed by
Challenges and Future Perspectives
Genome Editing for Drought-Resistant Crops
During the past 10 years, genome editing technologies like zinc fingers nucleases (ZFNs), transcription activator–like effectors nucleases (TALENs), and homing meganucleases (also known as meganucleases) have enabled scientists to produce targeted genetic modifications in organisms of choice (
The implementation of CRISPR-based genome editing technologies in plant science opened up a wealth of opportunities to plant scientists and plant breeders alike (
Genome editing technologies might also help speed up molecular breeding and crop improvement for so-called orphan crops, plants that are critical to local food security but are less relevant on a global scale (e.g., sweet potato, chickpea, or sorghum) (
Figure 3

A general frame for translating research in Arabidopsis thaliana to crops to improve drought performance in cereals. (A) Translation of promising genes/traits in crops: In recent years, the improvement of genome editing technologies has enabled targeted genetic modifications of organisms of choice, and has opened up a wealth of opportunities to plant scientists and plant breeders alike. Genome editing technologies might also help drive the development of more efficient crop transformation methods. (B) Development of cell-specific stress response promoters for monocots: It has been shown that the use of moderate constitutive, tissue-specific, and drought-responsive promoters could limit unintended pleiotropic effects in terms of growth or yield penalty while maintaining the improved trait (
DuPont Pioneer scientists have successfully used CRISPR/Cas9 to engineer drought tolerance by swapping the native promoter of the ARGOS8 gene for the promoter of maize GOS2. The maize GOS2 promoter was identified from the rice homolog GOS2 (
Tissue-Specific Promoters to Drive Drought Tolerance
Basic plant science research, as well as most traditional breeding and biotechnological approaches, are based on loss-of-function or gain-of-function mutants, or on the constitutive expression of a gene conferring a certain trait. As an example, mutations in the MILDEW RESISTANCE LOCUS O (Mlo) genes confer broad-spectrum resistance against fungal pathogens to a large number of plant species including major cereals like wheat and barley (
The use of tissue-specific promoters to drive gene expression in particular cells upon drought stress stands as a promising solution to break the deadlock between drought resistance and yield penalties. Several emerging studies show that when a tissue-specific promoter is used, it is possible to reap the benefits of the expressed genes while avoiding any major alteration to overall plant phenotype. This is the case for the guard cell–specific promoter pMYB60, which was used to express the synthetic protein BLINK1 in stomata (
The main drawback of this approach is the limited availability of crop promoters that allow such specific gene expression. This hurdle could be overcome by performing transcriptomics in crops under normal and stress conditions that accurately differentiate between tissues. For example, in a study performed in rice, metabolomic and transcriptomic profiling was performed using samples representing developed leaves and the SAM region exposed to progressively harsher drought conditions. Different responses from the plant were recorded. Mild stress induced stomatal responses, decreased auxin and CK levels, and thus plant growth, while more severe stress resulted in the production of ABA and the remobilization of sugars (
Once a sufficient number of promoters are identified and tested in crops, a virtuous circle might be triggered in which transgenic cereals expressing tissue-specific markers would enable tissue-specific transcriptomics. This in turn could lead to the discovery of novel, cell type– and response-specific promoters that might provide innovative solutions to plant biotechnologists. Using fluorescence-activated cell sorting (FACS), a large number of plant seedlings expressing cell type–specific fluorescent markers could be grown in the desired experimental conditions, and then protoplasts prepared and sorted by flow cytometry to collect cells for -omics studies (
Cereal Transformation
With the notable exceptions of rice and maize, for which transformation efficiencies can reach up to 100% and 70%, respectively, plant transformation is notoriously challenging in cereal crops and involves time-consuming protocols that often need to be performed by highly skilled technicians (
The advent of genome editing is rapidly altering this scenario. The wealth of opportunities that are opening up as a result of the rapidly advancing CRISPR-based technologies are driving a new wave of technological development in plant transformation (
Scientists at the University of California, Berkeley (USA), developed an interesting approach to plant transformation, which is distinct from both Agrobacterium- and biolistic-based systems. In this novel approach, a DNA delivery system makes use of carbon nanotubes (
High-Throughput Plant Phenotyping for Drought Traits
Despite the vast amount of information that has been reported to date regarding drought in Arabidopsis, Bayer’s (then Monsanto) DroughtGard® maize, Verdeca’s HB4 soybean and wheat, and Indonesian Perkebunan Nusantara’s NXI-4T sugarcane are the only biotechnologically improved drought-resistant crops ever introduced onto the market (
In parallel, the advent of high-throughput plant phenotyping (HTPP) platforms and the establishment of research infrastructure networks like the EPPN2020 (https://eppn2020.plant-phenotyping.eu/) will definitively help to increase and improve the reproducibility and quality and quantity of data from drought adaptation studies. HTPP for drought responses has been implemented for Arabidopsis (
Summary
In this review, we highlight that many physiological mechanisms underlying drought-resistance traits are conserved between Arabidopsis and crops. DE, control of flowering time, stomatal responses, T6P pathways, and some root traits are highly conserved among plants. Therefore, Arabidopsis is an excellent model to test drought responsive strategies. Still, when studies performed in Arabidopsis reveal interesting agronomic potential, these results should promptly be translated into laboratory-amenable cereal crops like rice.
On the other hand, traits like cuticular waxes, senescence, and stay-green might have significant differences that would need to be carefully assessed using a species-by-species approach. Nonetheless, Arabidopsis could still provide a useful heterologous system to test novel genes discovered in cereal species and their relative molecular responses.
As a general frame to help translate research in Arabidopsis into crops, and with the ultimate goal of improving drought performance in cereals, we suggest the following measures to be adopted: a) use an accurate experimental design in Arabidopsis; b) timely translate promising genes/traits in model crops (i.e., rice); c) include HTPP to corroborate Arabidopsis results and to test novel crop genotypes; d) investigate tissue- and cell type–specific drought responses; and e) clone tissue- and cell type–specific, stress-responsive promoters for monocots and make available them to the entire scientific community.
It is crucial to strengthen the bridges between Arabidopsis and crop scientists. Moreover, the coordination of research groups and institutes working with Arabidopsis and crop species at the same time will be important in facilitating this process. In addition, academia–industry partnerships could prove instrumental not only for rapidly scaling up promising results, but also for designing potential drought-resistant strategies that might have a high impact on global agriculture.
Funding
AIC-D is a recipient of a BIO2016-78150-P grant funded by the Spanish Ministry of Economy and Competitiveness and Agencia Estatal de Investigación (MINECO/AEI) and Fondo Europeo de Desarrollo Regional (FEDER), and a European Research Council, ERC Consolidator Grant (ERC-2015-CoG – 683163). JBF-M is supported by the grant 2017SGR718 from Secretaria d’Universitats i Recerca del Departament d’Empresa i Coneixement de la Generalitat de Catalunya and by the ERC- 2015-CoG – 683163 granted to the AIC-D laboratory. AR-M is a predoctoral fellow from Fundación Tatiana Pérez de Guzmán el Bueno. DB-E and DM are funded by the ERC-2015-CoG – 683163 granted to the AIC-D laboratory. This project has received funding from the European Research Council (ERC) under the European Union’s Horizon 2020 research and innovation programme (Grant Agreement No 683163). This work was supported by the CERCA Programme from the Generalitat de Catalunya. We acknowledge financial support from the Spanish Ministry of Economy and Competitiveness (MINECO), through the “Severo Ochoa Programme for Centres of Excellence in R&D” 2016-2019 (SEV-2015-0533).
Statements
Author contributions
DM and AC-D outlined and wrote the manuscript together with AR-M (designed the figures), JF-M, and DB-E. All authors reviewed and edited the manuscript.
Conflict of interest
The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.
References
1
AbdelrahmanM.El-SayedM.JogaiahS.BurrittD. J.TranL.-S. P. (2017). The “STAY-GREEN” trait and phytohormone signaling networks in plants under heat stress. Plant Cell Rep.36 (7), 1009–1025. doi: 10.1007/s00299-017-2119-y
2
AbeM.KosakaS.ShibutaM.NagataK.UemuraT.NakanoA.et al. (2019). Transient activity of the florigen complex during the floral transition in Arabidopsis thaliana. Development146 (7), dev171504. doi: 10.1242/dev.171504
3
AbogadallahG. M.NadaR. M.MalinowskiR.QuickP. (2011). Overexpression of HARDY, an AP2/ERF gene from Arabidopsis, improves drought and salt tolerance by reducing transpiration and sodium uptake in transgenic Trifolium alexandrinum L.Planta233 (6), 1265–1276. doi: 10.1007/s00425-011-1382-3
4
AharoniA.DixitS.JetterR.ThoenesE.van ArkelG.PereiraA. (2004). The SHINE clade of AP2 domain transcription factors activates wax biosynthesis, alters cuticle properties, and confers drought tolerance when overexpressed in Arabidopsis. Plant Cell16 (9), 2463–2480. doi: 10.1105/tpc.104.022897
5
AhnH.JungI.ShinS.-J.ParkJ.RheeS.KimJ.-K.et al. (2017). Transcriptional network analysis reveals drought resistance mechanisms of AP2/ERF transgenic rice. Front. Plant Sci.8 (1044). doi: 10.3389/fpls.2017.01044
6
AndrésF.CouplandG. (2012). The genetic basis of flowering responses to seasonal cues. Nat. Rev. Genet.13, 627. doi: 10.1038/nrg3291
7
Arai-SanohY.TakaiT.YoshinagaS.NakanoH.KojimaM.SakakibaraH.et al. (2014). Deep rooting conferred by DEEPER ROOTING 1 enhances rice yield in paddy fields. Sci. Rep.4, 5563. doi: 10.1038/srep05563
8
ArmsteadI.DonnisonI.AubryS.HarperJ.HörtensteinerS.JamesC.et al. (2007). Cross-Species Identification of Mendel’s I Locus. Science315 (5808), 73–73. doi: 10.1126/science.1132912
9
ArnouldS.DelendaC.GrizotS.DesseauxC.PaquesF.SilvaG. H.et al. (2011). The I-CreI meganuclease and its engineered derivatives: applications from cell modification to gene therapy. Protein Eng. Des. Sel.24 (1-2), 27–31. doi: 10.1093/protein/gzq083
10
AyalaF.FedrigoG. V.BurachikM.MirandaP. V. (2019). Compositional equivalence of event IND-ØØ412-7 to non-transgenic wheat. Transgenic Res.28 (2), 165–176. doi: 10.1007/s11248-019-00111-y
11
BergauJ. (2019). Verdeca Introduces HB4® Drought Tolerant Soybeans to Growers at Argentina’s Expoagro [Online]. https://www.businesswire.comhttps://www.businesswire.com/news/home/20190326005300/en/Verdeca-Introduces-HB4%C2%AE-Drought-Tolerant-Soybeans-Growers. : Arcadia Biosciences. Available: [Accessed 26/04/2019 2019].
12
BernardA.JoubèsJ. (2013). Arabidopsis cuticular waxes: advances in synthesis, export and regulation. Prog. Lipid Res.52 (1), 110–129. doi: 10.1016/j.plipres.2012.10.002
13
BertolinoL. T.CaineR. S.GrayJ. E. (2019). Impact of stomatal density and morphology on water-use efficiency in a changing world. Front. In Plant Sci.10, 255. doi: 10.3389/fpls.2019.00225
14
BesteL.NaharN.DalmanK.FujiokaS.JonssonL.DuttaP. C.et al. (2011). Synthesis of hydroxylated sterols in transgenic arabidopsis plants alters growth and steroid metabolism. Plant Physiol.157 (1), 426–440. doi: 10.1104/pp.110.171199
15
BiC.MaY.WangX. F.ZhangD. P. (2017). Overexpression of the transcription factor NF-YC9 confers abscisic acid hypersensitivity in Arabidopsis. Plant Mol. Biol.95 (4-5), 425–439. doi: 10.1007/s11103-017-0661-1
16
BiH.ShiJ.KovalchukN.LuangS.BazanovaN.ChirkovaL.et al. (2018). Overexpression of the TaSHN1 transcription factor in bread wheat leads to leaf surface modifications, improved drought tolerance, and no yield penalty under controlled growth conditions. Plant Cell Environ.41 (11), 2549–2566. doi: 10.1111/pce.13339
17
BirdD.BeissonF.BrighamA.ShinJ.GreerS.JetterR.et al. (2007). Characterization of arabidopsis ABCG11/WBC11, an ATP binding cassette (ABC) transporter that is required for cuticular lipid secretion. Plant J.52 (3), 485–498. doi: 10.1111/j.1365-313X.2007.03252.x
18
BirnbaumK.JungJ. W.WangJ. Y.LambertG. M.HirstJ. A.GalbraithD. W.et al. (2005). Cell type-specific expression profiling in plants via cell sorting of protoplasts from fluorescent reporter lines. Nat. Methods2 (8), 615–619. doi: 10.1038/nmeth0805-615
19
BleeckerA. B.EstelleM. A.SomervilleC.KendeH. (1988). Insensitivity to ethylene conferred by a dominant mutation in Arabidopsis thaliana. Science241 (4869), 1086–1089. doi: 10.1126/science.241.4869.1086
20
BlumA.TuberosaR. (2018). Dehydration survival of crop plants and its measurement. J. Exp. Bot.69 (5), 975–981. doi: 10.1093/jxb/erx445
21
BlumA. (2014). Genomics for drought resistance – getting down to earth. Funct. Plant Biol.41 (11), 1191–1198. doi: 10.1071/FP14018
22
BlumA. (2015). Stress, strain, signaling, and adaptation –not just a matter of definition. J. Exp. Bot.67 (3), 562–565. doi: 10.1093/jxb/erv497
23
BogdanoveA. J.VoytasD. F. (2011). TAL Effectors: Customizable Proteins for DNA Targeting. Science333 (6051), 1843–1846. doi: 10.1126/science.1204094
24
BolotinA.QuinquisB.SorokinA.EhrlichS. D. (2005). Clustered regularly interspaced short palindrome repeats (CRISPRs) have spacers of extrachromosomal origin. Microbiology151 (8), 2551–2561. doi: 10.1099/mic.0.28048-0
25
BrayE. A. (1997). Plant responses to water deficit. Trends Plant Sci.2 (2), 48–54. doi: 10.1016/S1360-1385(97)82562-9
26
BriefI. (2017). Global status of commercialized biotech/GM crops in 2017: biotech crop adoption surges as economic benefits accumulate in 22 years.
27
BrounP.PoindexterP.OsborneE.JiangC.-Z.RiechmannJ. L. (2004). WIN1, a transcriptional activator of epidermal wax accumulation in Arabidopsis. Proc. Natl. Acad. Sci. U. S. A.101 (13), 4706–4711. doi: 10.1073/pnas.0305574101
28
Buchanan-WollastonV. (1997). The molecular biology of leaf senescence. J. Exp. Bot.48 (307), 181–199. doi: 10.1093/jxb/48.2.181
29
BustaL.JetterR. (2018). Moving beyond the ubiquitous: the diversity and biosynthesis of specialty compounds in plant cuticular waxes. Phytochem. Rev.17 (6), 1275–1304. doi: 10.1007/s11101-017-9542-0
30
CarrollD. (2011). Genome engineering with zinc-finger nucleases. Genetics188 (4), 773–782. doi: 10.1534/genetics.111.131433
31
CastiglioniP.WarnerD.BensenR. J.AnstromD. C.HarrisonJ.StoeckerM.et al. (2008). Bacterial RNA chaperones confer abiotic stress tolerance in plants and improved grain yield in maize under water-limited conditions. Plant Physiol.147 (2), 446–455. doi: 10.1104/pp.108.118828
32
CermakT.DoyleE. L.ChristianM.WangL.ZhangY.SchmidtC.et al. (2011). Efficient design and assembly of custom TALEN and other TAL effector-based constructs for DNA targeting. Nucleic Acids Res.39 (12), e82. doi: 10.1093/nar/gkr218
33
ChenY. S.LoS. F.SunP. K.LuC. A.HoT. H.YuS. M. (2015). A late embryogenesis abundant protein HVA1 regulated by an inducible promoter enhances root growth and abiotic stress tolerance in rice without yield penalty. Plant Biotechnol. J.13 (1), 105–116. doi: 10.1111/pbi.12241
34
ChenJ.NolanT. M.YeH.ZhangM.TongH.XinP.et al. (2017). Arabidopsis WRKY46, WRKY54, and WRKY70 transcription factors are involved in brassinosteroid-regulated plant growth and drought responses. Plant Cell29 (6), 1425–1439. doi: 10.1105/tpc.17.00364
35
ChonoM.HondaI.ZeniyaH.YoneyamaK.SaishoD.TakedaK.et al. (2003). A semidwarf phenotype of barley uzu results from a nucleotide substitution in the gene encoding a putative brassinosteroid receptor. Plant Physiol.133 (3), 1209–1219. doi: 10.1104/pp.103.026195
36
ClarkN. M.FisherA. P.SozzaniR. (2018). Identifying Differentially expressed genes using fluorescence-activated cell sorting (FACS) and RNA sequencing from low input samples. Methods Mol. Biol.1819, 139–151. doi: 10.1007/978-1-4939-8618-7_6
37
ColebrookE. H.ThomasS. G.PhillipsA. L.HeddenP. (2014). The role of gibberellin signalling in plant responses to abiotic stress. J. Exp. Biol.217 (Pt 1), 67–75. doi: 10.1242/jeb.089938
38
CominelliE.GalbiatiM.AlbertiniA.FornaraF.ContiL.CouplandG.et al. (2011). DOF-binding sites additively contribute to guard cell-specificity of AtMYB60promoter. BMC Plant Biol.11 (1), 162. doi: 10.1186/1471-2229-11-162
39
CongL.RanF. A.CoxD.LinS.BarrettoR.HabibN.et al. (2013). Multiplex genome engineering using CRISPR/Cas systems. Science339 (6121), 819–823. doi: 10.1126/science.1231143
40
ContiL. (2019). The A-B-A of floral transition: the to do list for perfect escape. Mol. Plant12 (3), 289–291. doi: 10.1016/j.molp.2019.02.002
41
CorbesierL.VincentC.JangS.FornaraF.FanQ.SearleI.et al. (2007). FT protein movement contributes to long-distance signaling in floral induction of Arabidopsis. Science316 (5827), 1030–1033. doi: 10.1126/science.1141752
42
CuiX.-Y.GaoY.GuoJ.YuT.-f.ZhengW.-J.LiuY.-W.et al. (2019). BES/BZR Transcription Factor TaBZR2 Positively Regulates Drought Responses by Activation of TaGST1. Plant Physiol. (180), 605–620. doi: 10.1104/pp.19.00100
43
de PaterB. S.van der MarkF.RuebS.KatagiriF.ChuaN. H.SchilperoortR. A.et al. (1992). The promoter of the rice gene GOS2 is active in various different monocot tissues and binds rice nuclear factor ASF-1. Plant J.2 (6), 837–844. doi: 10.1111/j.1365-313x.1992.00837.x
44
DealR. B.HenikoffS. (2010). A simple method for gene expression and chromatin profiling of individual cell types within a tissue. Dev. Cell18 (6), 1030–1040. doi: 10.1016/j.devcel.2010.05.013
45
DealR. B.HenikoffS. (2011). The INTACT method for cell type-specific gene expression and chromatin profiling in arabidopsis thaliana. Nat. Protoc.6 (1), 56–68. doi: 10.1038/nprot.2010.175
46
DeBonoA.YeatsT. H.RoseJ. K. C.BirdD.JetterR.KunstL.et al. (2009). Arabidopsis LTPG is a glycosylphosphatidylinositol-anchored lipid transfer protein required for export of lipids to the plant surface. Plant Cell21 (4), 1230–1238. doi: 10.1105/tpc.108.064451
47
DemirerG. S.ZhangH.MatosJ. L.GohN. S.CunninghamF. J.SungY.et al. (2019). High aspect ratio nanomaterials enable delivery of functional genetic material without DNA integration in mature plants. Nat. Nanotechnol. (14), 456–464. doi: 10.1038/s41565-019-0382-5
48
DenyerT.MaX.KlesenS.ScacchiE.NieseltK.TimmermansM. C. P. (2019). Spatiotemporal developmental trajectories in the arabidopsis root revealed using high-throughput single-cell RNA sequencing. Dev. Cell48 (6), 840–852.e845. doi: 10.1016/j.devcel.2019.02.022
49
DezarC. A.GagoG. M.GonzálezD. H.ChanR. L. (2005). Hahb-4, a sunflower homeobox-leucine zipper gene, is a developmental regulator and confers drought tolerance to Arabidopsis thaliana plants. Transgenic Res.14 (4), 429–440. doi: 10.1007/s11248-005-5076-0
50
DistelfeldA.AvniR.FischerA. M. (2014). Senescence, nutrient remobilization, and yield in wheat and barley. J. Exp. Bot.65 (14), 3783–3798. doi: 10.1093/jxb/ert477
51
EbinumaH.SugitaK.MatsunagaE.YamakadoM. (1997). Selection of marker-free transgenic plants using the isopentenyl transferase gene. Proc. Natl. Acad. Sci.94 (6), 2117–2121. doi: 10.1073/pnas.94.6.2117
52
Editorial (2016). Reality check on reproducibility. Nature533 (7604), 437. doi: 10.1038/533437a
53
EfroniI.BirnbaumK. D. (2016). The potential of single-cell profiling in plants. Genome Biol.17, 65. doi: 10.1186/s13059-016-0931-2
54
Espinosa-RuizA.MartinezC.de LucasM.FàbregasN.BoschN.Cano-DelgadoA. I.et al. (2017). TOPLESS mediates brassinosteroid control of shoot boundaries and root meristem development in Arabidopsis thaliana. Development144 (9), 1619–1628. doi: 10.1242/dev.143214
55
EvrardA.BargmannB. O.BirnbaumK. D.TesterM.BaumannU.JohnsonA. A. (2012). Fluorescence-activated cell sorting for analysis of cell type-specific responses to salinity stress in Arabidopsis and rice. Methods Mol. Biol.913, 265–276. doi: 10.1007/978-1-61779-986-0_18
56
FàbregasN.Lozano-ElenaF.Blasco-EscámezD.TohgeT.Martínez-AndújarC.AlbaceteA.et al. (2018). Overexpression of the vascular brassinosteroid receptor BRL3 confers drought resistance without penalizing plant growth. Nat. Commun.9 (1), 4680. doi: 10.1038/s41467-018-06861-3
57
FahlgrenN.GehanM. A.BaxterI. (2015). Lights, camera, action: high-throughput plant phenotyping is ready for a close-up. Curr. Opin. In Plant Biol.24, 93–99. doi: 10.1016/j.pbi.2015.02.006
58
FangM.ZhouZ.ZhouX.YangH.LiM.LiH. (2019). Overexpression of OsFTL10 induces early flowering and improves drought tolerance in Oryza sativa L. PeerJ7, e6422. doi: 10.7717/peerj.6422
59
FAO. (2018). The impact of disasters and crises on agriculture and food security”. food and agriculture organization of the united nations.
60
FernándezV.Guzmán-DelgadoP.GraçaJ.SantosS.GilL. (2016). Cuticle structure in relation to chemical composition: re-assessing the prevailing model. Front. Plant Sci.7 (427). doi: 10.3389/fpls.2016.00427
61
FitaA.Rodríguez-BurruezoA.BoscaiuM.ProhensJ.VicenteO. (2015). Breeding and domesticating crops adapted to drought and salinity: A new paradigm for increasing food production. Front. In Plant Sci.6, 978. doi: 10.3389/fpls.2015.00978
62
FranksS. J.SimS.WeisA. E. (2007). Rapid evolution of flowering time by an annual plant in response to a climate fluctuation. Proc. Natl. Acad. Sci. U. S. A.104 (4), 1278–1282. doi: 10.1073/pnas.0608379104
63
FujitaM.TanabataT.UranoK.KikuchiS.ShinozakiK. (2018). RIPPS: a plant phenotyping system for quantitative evaluation of growth under controlled environmental stress conditions. Plant Cell Physiol.59 (10), 2030–2038. doi: 10.1093/pcp/pcy122
64
GargA. K.KimJ. K.OwensT. G.RanwalaA. P.ChoiY. D.KochianL. V.et al. (2002). Trehalose accumulation in rice plants confers high tolerance levels to different abiotic stresses. Proc. Natl. Acad. Sci. U.S.A.99 (25), 15898–15903. doi: 10.1073/pnas.252637799
65
GasiunasG.BarrangouR.HorvathP.SiksnysV. (2012). Cas9-crRNA ribonucleoprotein complex mediates specific DNA cleavage for adaptive immunity in bacteria. Proc. Natl. Acad. Sci. U.S.A.109 (39), E2579–E2586. doi: 10.1073/pnas.1208507109
66
GonzalezF. G.CapellaM.RibichichK. F.CurinF.GiacomelliJ. I.AyalaF.et al. (2019). Field-grown transgenic wheat expressing the sunflower gene HaHB4 significantly outyields the wild type. J. Exp. Bot.70 (5), 1669–1681. doi: 10.1093/jxb/erz037
67
GorettiD.MartignagoD.LandiniM.BrambillaV.Gomez-ArizaJ.GnesuttaN.et al. (2017). Transcriptional and post-transcriptional mechanisms limit heading date 1 (Hd1) function to adapt rice to high latitudes. PloS Genet.13 (1), e1006530. doi: 10.1371/journal.pgen.1006530
68
GosseauF.BlanchetN.VarèsD.BurgerP.CampergueD.ColombetC.et al. (2019). Heliaphen, an outdoor high-throughput phenotyping platform for genetic studies and crop modeling. Front. Plant Sci.9 (1908). doi: 10.3389/fpls.2018.01908
69
GranierC.AguirrezabalL.ChenuK.CooksonS. J.DauzatM.HamardP.et al. (2006). PHENOPSIS, an automated platform for reproducible phenotyping of plant responses to soil water deficit in Arabidopsis thaliana permitted the identification of an accession with low sensitivity to soil water deficit. New Phytol.169 (3), 623–635. doi: 10.1111/j.1469-8137.2005.01609.x
70
GrbićV.BleeckerA. B. (1995). Ethylene regulates the timing of leaf senescence in Arabidopsis. Plant J.8 (4), 595–602. doi: 10.1046/j.1365-313X.1995.8040595.x
71
GriffithsC. A.SagarR.GengY.PrimavesiL. F.PatelM. K.PassarelliM. K.et al. (2016). Chemical intervention in plant sugar signalling increases yield and resilience. Nature540, 574. doi: 10.1038/nature20591https://www.nature.com/articles/nature20591#supplementary-information.
72
GuanJ.-C.KochK. E. (2015). A time and a place for sugar in your ears. Nat. Biotechnol.33, 827. doi: 10.1038/nbt.3315
73
GuoM.RupeM. A.WeiJ.WinklerC.Goncalves-ButruilleM.WeersB. P.et al. (2014). Maize ARGOS1 (ZAR1) transgenic alleles increase hybrid maize yield. J. Exp. Bot.65 (1), 249–260. doi: 10.1093/jxb/ert370
74
GuptaA.SinghM.LaxmiA. (2015). Multiple interactions between glucose and brassinosteroid signal transduction pathways in arabidopsis are uncovered by whole-genome transcriptional profiling. Plant Physiol.168 (3), 1091–1105. doi: 10.1104/pp.15.00495
75
HörtensteinerS. (2009). Stay-green regulates chlorophyll and chlorophyll-binding protein degradation during senescence. Trends In Plant Sci.14 (3), 155–162. doi: 10.1016/j.tplants.2009.01.002
76
HaakeV.CookD.RiechmannJ.PinedaO.ThomashowM. F.ZhangJ. Z. (2002). Transcription factor CBF4 is a regulator of drought adaptation in arabidopsis. Plant Physiol.130 (2), 639–648. doi: 10.1104/pp.006478
77
Harris-ShultzK. R.HayesC. M.KnollJ. E. (2019). “Mapping QTLs and identification of genes associated with drought resistance in sorghum,” in Sorghum: Methods and Protocols, vol. 11-40 . Eds. ZhaoZ.-Y.DahlbergJ. (New York, NY: Springer New York).
78
HarwoodW. A. (2012). Advances and remaining challenges in the transformation of barley and wheat. J. Exp. Bot.63 (5), 1791–1798. doi: 10.1093/jxb/err380
79
HuH.XiongL. (2014). Genetic engineering and breeding of drought-resistant crops. Annu. Rev. Plant Biol.65 (1), 715–741. doi: 10.1146/annurev-arplant-050213-040000
80
HwangK.SusilaH.NasimZ.JungJ.-Y.AhnJ. H. (2019). Arabidopsis ABF3 and ABF4 transcription factors act with the NF-YC complex to regulate SOC1 expression and mediate drought-accelerated flowering. Mol. Plant12 (4), 489–505. doi: 10.1016/j.molp.2019.01.002
81
ISAAA (2019). GM Events with drought stress tolerance [Online]. Available: https://www.isaaa.org/gmapprovaldatabase/gmtrait/default.asp?TraitID = 18&GMTrait = Drought%20stress%20tolerance.
82
IshinoY.ShinagawaH.MakinoK.AmemuraM.NakataA. (1987). Nucleotide sequence of the iap gene, responsible for alkaline phosphatase isozyme conversion in Escherichia coli, and identification of the gene product. J. Bacteriol.169 (12), 5429–5433. doi: 10.1128/jb.169.12.5429-5433.1987
83
JansenR.EmbdenJ.D.A.v.GaastraW.SchoulsL. M. (2002). Identification of genes that are associated with DNA repeats in prokaryotes. Mol. Microbiol.43 (6), 1565–1575. doi: 10.1046/j.1365-2958.2002.02839.x
84
JansenM.GilmerF.BiskupB.NagelK. A.RascherU.FischbachA.et al. (2009). Simultaneous phenotyping of leaf growth and chlorophyll fluorescence via GROWSCREEN FLUORO allows detection of stress tolerance in Arabidopsis thaliana and other rosette plants. Funct. Plant Biol.36 (11), 902–914. doi: 10.1071/FP09095
85
JeongJ. S.KimY. S.BaekK. H.JungH.HaS.-H.Do ChoiY.et al. (2010). Root-Specific expression of OsNAC10 improves drought tolerance and grain yield in rice under field drought conditions. Plant Physiol.153 (1), 185–197. doi: 10.1104/pp.110.154773
86
JeongJ. S.KimY. S.RedillasM. C.JangG.JungH.BangS. W.et al. (2013). OsNAC5 overexpression enlarges root diameter in rice plants leading to enhanced drought tolerance and increased grain yield in the field. Plant Biotechnol. J.11 (1), 101–114. doi: 10.1111/pbi.12011
87
JinekM.ChylinskiK.FonfaraI.HauerM.DoudnaJ. A.CharpentierE. (2012). A programmable dual-RNA-guided DNA endonuclease in adaptive bacterial immunity. Science337 (6096), 816–821. doi: 10.1126/science.1225829
88
JohnI.DrakeR.FarrellA.CooperW.LeeP.HortonP.et al. (1995). Delayed leaf senescence in ethylene-deficient ACC-oxidase antisense tomato plants: molecular and physiological analysis. Plant J.7 (3), 483–490. doi: 10.1046/j.1365-313X.1995.7030483.x
89
JunkerA.MurayaM. M.Weigelt-FischerK.Arana-CeballosF.KlukasC.MelchingerA. E.et al. (2014). Optimizing experimental procedures for quantitative evaluation of crop plant performance in high throughput phenotyping systems. Front. Plant Sci.5, 770. doi: 10.3389/fpls.2014.00770
90
KarabaA.DixitS.GrecoR.AharoniA.TrijatmikoK. R.Marsch-MartinezN.et al. (2007). Improvement of water use efficiency in rice by expression of HARDY, an Arabidopsis drought and salt tolerance gene. Proc. Natl. Acad. Sci.104 (39), 15270–15275. doi: 10.1073/pnas.0707294104
91
KauschA. P.Nelson-VasilchikK.HagueJ.MookkanM.QuemadaH.DellaportaS.et al. (2019). Edit at will: Genotype independent plant transformation in the era of advanced genomics and genome editing. Plant Sci.281, 186–205. doi: 10.1016/j.plantsci.2019.01.006
92
KhanM. Z.ZaidiS.S.-e.-A.AminI.MansoorS. (2019). A CRISPR way for fast-forward crop domestication. Trends Plant Sci.24 (4), 293–296. doi: 10.1016/j.tplants.2019.01.011
93
KhripachV.ZhabinskiiV.de GrootA. (2000). Twenty years of brassinosteroids: steroidal plant hormones warrant better crops for the XXI century. Ann. Bot.86 (3), 441–447. doi: 10.1006/anbo.2000.1227
94
KimH.LeeS. B.KimH. J.MinM. K.HwangI.SuhM. C. (2012). Characterization of glycosylphosphatidylinositol-anchored lipid transfer protein 2 (LTPG2) and overlapping function between LTPG/LTPG1 and LTPG2 in cuticular wax export or accumulation in Arabidopsis thaliana. Plant Cell Physiol.53 (8), 1391–1403. doi: 10.1093/pcp/pcs083
95
KimH.LeeK.HwangH.BhatnagarN.KimD. Y.YoonI. S.et al. (2014). Overexpression of PYL5 in rice enhances drought tolerance, inhibits growth, and modulates gene expression. J. Exp. Bot.65 (2), 453–464. doi: 10.1093/jxb/ert397
96
KishorP.HongZ.MiaoG. H.HuC.VermaD. (1995). Overexpression of [delta]-pyrroline-5-carboxylate synthetase increases proline production and confers osmotolerance in transgenic plants. Plant Physiol.108 (4), 1387–1394. doi: 10.1104/pp.108.4.1387
97
KoevoetsI. T.VenemaJ. H.ElzengaJ. T. M.TesterinkC. (2016). Roots withstanding their environment: exploiting root system architecture responses to abiotic stress to improve crop tolerance. Front. Plant Sci.7, 1335. doi: 10.3389/fpls.2016.01335
98
KooyersN. J. (2015). The evolution of drought escape and avoidance in natural herbaceous populations. Plant Sci.234, 155–162. doi: 10.1016/j.plantsci.2015.02.012
99
KretzschmarT.PelayoM. A.TrijatmikoK. R.GabunadaL. F.AlamR.JimenezR.et al. (2015). A trehalose-6-phosphate phosphatase enhances anaerobic germination tolerance in rice. Nat. Plants1, 15124. doi: 10.1038/nplants.2015.124
100
KuschS.PanstrugaR. (2017). mlo-Based Resistance: an apparently universal “weapon” to defeat powdery mildew disease. Mol. Plant Microbe Interact.30 (3), 179–189. doi: 10.1094/mpmi-12-16-0255-cr
101
LüS.ZhaoH.Des MaraisD. L.ParsonsE. P.WenX.XuX.et al. (2012). Arabidopsis ECERIFERUM9 involvement in cuticle formation and maintenance of plant water status. Plant Physiol.159 (3), 930–944. doi: 10.1104/pp.112.198697
102
LafiandraD.RiccardiG.ShewryP. R. (2014). Improving cereal grain carbohydrates for diet and health. J. Cereal Sci.59 (3), 312–326. doi: 10.1016/j.jcs.2014.01.001
103
LeeS. B.SuhM. C. (2015). Advances in the understanding of cuticular waxes in Arabidopsis thaliana and crop species. Plant Cell Rep.34 (4), 557–572. doi: 10.1007/s00299-015-1772-2
104
LeeS. B.KimH.KimR. J.SuhM. C. (2014). Overexpression of Arabidopsis MYB96 confers drought resistance in Camelina sativa via cuticular wax accumulation. Plant Cell Rep.33 (9), 1535–1546. doi: 10.1007/s00299-014-1636-1
105
LeeD. K.JungH.JangG.JeongJ. S.KimY. S.HaS. H.et al. (2016). Overexpression of the OsERF71 transcription factor alters rice root structure and drought resistance. Plant Physiol.172 (1), 575–588. doi: 10.1104/pp.16.00379
106
LemmonZ. H.ReemN. T.DalrympleJ.SoykS.SwartwoodK. E.Rodriguez-LealD.et al. (2018). Rapid improvement of domestication traits in an orphan crop by genome editing. Nat. Plants4 (10), 766–770. doi: 10.1038/s41477-018-0259-x
107
LiB.WeiA.SongC.LiN.ZhangJ. (2008). Heterologous expression of the TsVP gene improves the drought resistance of maize. Plant Biotechnol. J.6 (2), 146–159. doi: 10.1111/j.1467-7652.2007.00301.x
108
LiJ.-F.NorvilleJ. E.AachJ.McCormackM.ZhangD.BushJ.et al. (2013). Multiplex and homologous recombination–mediated genome editing in Arabidopsis and Nicotiana benthamiana using guide RNA and Cas9. Nat. Biotechnol.31, 688. doi: 10.1038/nbt2654
109
LiA.JiaS.YobiA.GeZ.SatoS. J.ZhangC.et al. (2018a). Editing of an alpha-kafirin gene family increases, digestibility and protein quality in sorghum. Plant Physiol.177 (4), 1425–1438. doi: 10.1104/pp.18.00200
110
LiJ.GuoX.ZhangM.WangX.ZhaoY.YinZ.et al. (2018b). OsERF71 confers drought tolerance via modulating ABA signaling and proline biosynthesis. Plant Sci.270, 131–139. doi: 10.1016/j.plantsci.2018.01.017
111
LiT.YangX.YuY.SiX.ZhaiX.ZhangH.et al. (2018c). Domestication of wild tomato is accelerated by genome editing. Nat. Biotechnol.36, 1160. doi: 10.1038/nbt4273
112
LiL.DuY.HeC.DietrichC. R.LiJ.MaX.et al. (2019). Maize glossy6 is involved in cuticular wax deposition and drought tolerance. J. Exp. Bot.70 (12), 3089–3099. doi: 10.1093/jxb/erz131
113
LoweK.WuE.WangN.HoersterG.HastingsC.ChoM.-J.et al. (2016). Morphogenic regulators baby boom and wuschel improve monocot transformation. Plant Cell28 (9), 1998–2015. doi: 10.1105/tpc.16.00124
114
MacoskoEvan Z.BasuA.SatijaR.NemeshJ.ShekharK.GoldmanM.et al. (2015). Highly parallel genome-wide expression profiling of individual cells using nanoliter droplets. Cell161 (5), 1202–1214. doi: 10.1016/j.cell.2015.05.002
115
ManavellaP. A.DezarC. A.BonaventureG.BaldwinI. T.ChanR. L. (2008). HAHB4, a sunflower HD-Zip protein, integrates signals from the jasmonic acid and ethylene pathways during wounding and biotic stress responses. Plant J.56 (3), 376–388. doi: 10.1111/j.1365-313X.2008.03604.x
116
MartinsS.Montiel-JordaA.CayrelA.HuguetS.RouxC. P.LjungK.et al. (2017). Brassinosteroid signaling-dependent root responses to prolonged elevated ambient temperature. Nat. Commun.8 (1), 309. doi: 10.1038/s41467-017-00355-4
117
McAuslandL.Vialet-ChabrandS.DaveyP.BakerN. R.BrendelO.LawsonT. (2016). Effects of kinetics of light-induced stomatal responses on photosynthesis and water-use efficiency. New Phytol.211 (4), 1209–1220. doi: 10.1111/nph.14000
118
McFarlaneH. E.WatanabeY.YangW.HuangY.OhlroggeJ.SamuelsA. L. (2014). Golgi- and trans-Golgi network-mediated vesicle trafficking is required for wax secretion from epidermal cells. Plant Physiol.164 (3), 1250–1260. doi: 10.1104/pp.113.234583
119
McKayJ. K.RichardsJ. H.Mitchell-OldsT. (2003). Genetics of drought adaptation in Arabidopsis thaliana: I. Pleiotropy contributes to genetic correlations among ecological traits. Mol. Ecol.12 (5), 1137–1151. doi: 10.1046/j.1365-294X.2003.01833.x
120
MeyerR. S.PuruggananM. D. (2013). Evolution of crop species: genetics of domestication and diversification. Nat. Rev. Genet.14, 840. doi: 10.1038/nrg3605
121
MiaoC.XiaoL.HuaK.ZouC.ZhaoY.BressanR. A.et al. (2018). Mutations in a subfamily of abscisic acid receptor genes promote rice growth and productivity. Proc. Natl. Acad. Sci.115 (23), 6058–6063. doi: 10.1073/pnas.1804774115
122
MichaelsS. D.AmasinoR. M. (1999). FLOWERING LOCUS C encodes a novel MADS domain protein that acts as a repressor of flowering. Plant Cell11 (5), 949–956. doi: 10.1105/tpc.11.5.949
123
MojicaF. J. M.Díez-VillaseñorC.SoriaE.JuezG. (2000). Biological significance of a family of regularly spaced repeats in the genomes of Archaea, Bacteria and mitochondria. Mol. Microbiol.36 (1), 244–246. doi: 10.1046/j.1365-2958.2000.01838.x
124
MojicaF. J. M.Díez-VillaseñorC.s.García-MartínezJ.SoriaE. (2005). Intervening sequences of regularly spaced prokaryotic repeats derive from foreign genetic elements. J. Mol. Evol.60 (2), 174–182. doi: 10.1007/s00239-004-0046-3
125
MookkanM.Nelson-VasilchikK.HagueJ.ZhangZ. J.KauschA. P. (2017). Selectable marker independent transformation of recalcitrant maize inbred B73 and sorghum P898012 mediated by morphogenic regulators BABY BOOM and WUSCHEL2. Plant Cell Rep.36 (9), 1477–1491. doi: 10.1007/s00299-017-2169-1
126
NavarroL.BariR.AchardP.LisónP.NemriA.HarberdN. P.et al. (2008). DELLAs control plant immune responses by modulating the balance of jasmonic acid and salicylic acid signaling. Curr. Biol.18 (9), 650–655. doi: 10.1016/j.cub.2008.03.060
127
NelsonD. E.RepettiP. P.AdamsT. R.CreelmanR. A.WuJ.WarnerD. C.et al. (2007). Plant nuclear factor Y (NF-Y) B subunits confer drought tolerance and lead to improved corn yields on water-limited acres. Proc. Natl. Acad. Sci. U.S.A.104 (42), 16450–16455. doi: 10.1073/pnas.0707193104
128
NemaliK. S.BoninC.DohlemanF. G.StephensM.ReevesW. R.NelsonD. E.et al. (2015). Physiological responses related to increased grain yield under drought in the first biotechnology-derived drought-tolerant maize. Plant Cell Environ.38 (9), 1866–1880. doi: 10.1111/pce.12446
129
NuccioM. L.WuJ.MowersR.ZhouH.-P.MeghjiM.PrimavesiL. F.et al. (2015). Expression of trehalose-6-phosphate phosphatase in maize ears improves yield in well-watered and drought conditions. Nat. Biotechnol.33, 862. doi: 10.1038/nbt3277
130
NuccioM. L.PaulM.BateN. J.CohnJ.CutlerS. R. (2018). Where are the drought tolerant crops? An assessment of more than two decades of plant biotechnology effort in crop improvement. Plant Sci.273, 110–119. doi: 10.1016/j.plantsci.2018.01.020
131
Organization for Economic Cooperation and Development (2017). Water Risk Hotspots for Agriculture.
132
Ortiz-RamirezC.ArevaloE. D.XuX.JacksonD. P.BirnbaumK. D. (2018). An efficient cell sorting protocol for maize protoplasts. Curr. Protoc. Plant Biol.3 (3), e20072. doi: 10.1002/cppb.20072
133
OszvaldM.PrimavesiL. F.GriffithsC. A.CohnJ.BasuS. S.NuccioM. L.et al. (2018). Trehalose 6-Phosphate regulates photosynthesis and assimilate partitioning in reproductive tissue. Plant Physiol.176 (4), 2623–2638. doi: 10.1104/pp.17.01673
134
PapanatsiouM.PetersenJ.HendersonL.WangY.ChristieJ. M.BlattM. R. (2019). Optogenetic manipulation of stomatal kinetics improves carbon assimilation, water use, and growth. Science363 (6434), 1456–1459. doi: 10.1126/science.aaw0046
135
PatwariP.SalewskiV.GutbrodK.KresziesT.Dresen-ScholzB.PeiskerH.et al. (2019). Surface wax esters contribute to drought tolerance in Arabidopsis. Plant J. (98), 727–744. doi: 10.1111/tpj.14269
136
PaulM. J.Gonzalez-UriarteA.GriffithsC. A.Hassani-PakK. (2018). The role of trehalose 6-phosphate in crop yield and resilience. Plant Physiol.177 (1), 12–23. doi: 10.1104/pp.17.01634
137
PellegrineschiA.ReynoldsM.PachecoM.BritoR. M.AlmerayaR.Yamaguchi-ShinozakiK.et al. (2004). Stress-induced expression in wheat of the Arabidopsis thaliana DREB1A gene delays water stress symptoms under greenhouse conditions. Genome47 (3), 493–500. doi: 10.1139/g03-140
138
PighinJ. A.ZhengH.BalakshinL. J.GoodmanI. P.WesternT. L.JetterR.et al. (2004). Plant cuticular lipid export requires an ABC transporter. Science306 (5696), 702–704. doi: 10.1126/science.1102331
139
Planas-RiverolaA.GuptaA.Betegón-PutzeI.BoschN.IbañesM.Caño-DelgadoA. I. (2019). Brassinosteroid signaling in plant development and adaptation to stress. Development146 (5), dev151894. doi: 10.1242/dev.151894
140
PourcelC.SalvignolG.VergnaudG. (2005). CRISPR elements in Yersinia pestis acquire new repeats by preferential uptake of bacteriophage DNA, and provide additional tools for evolutionary studies. Microbiology151 (3), 653–663. doi: 10.1099/mic.0.27437-0
141
RedillasM. C. F. R.JeongJ. S.KimY. S.JungH.BangS. W.ChoiY. D.et al. (2012). The overexpression of OsNAC9 alters the root architecture of rice plants enhancing drought resistance and grain yield under field conditions. Plant Biotechnol. J.10 (7), 792–805. doi: 10.1111/j.1467-7652.2012.00697.x
142
RiboniM.GalbiatiM.TonelliC.ContiL. (2013). GIGANTEA enables drought escape response via abscisic acid-dependent activation of the florigens and SUPPRESSOR of OVEREXPRESSION of CONSTANS11[c][w]. Plant Physiol.162 (3), 1706–1719. doi: 10.1104/pp.113.217729
143
RiboniM.Robustelli TestA.GalbiatiM.TonelliC.ContiL. (2016). ABA-dependent control of GIGANTEA signalling enables drought escape via up-regulation of FLOWERING LOCUS T in Arabidopsis thaliana. J. Exp. Bot.67 (22), 6309–6322. doi: 10.1093/jxb/erw384
144
RogersE. D.BenfeyP. N. (2015). Regulation of plant root system architecture: implications for crop advancement. Curr. Opin. Biotechnol.32, 93–98. doi: 10.1016/j.copbio.2014.11.015
145
RomeroC.BellesJ. M.VayaJ. L.SerranoR.Culianez-MaciaF. A. (1997). Expression of the yeast trehalose-6-phosphate synthase gene in transgenic tobacco plants: pleiotropic phenotypes include drought tolerance. Planta201 (3), 293–297. doi: 10.1007/s004250050069
146
RosaN. M.LinC. W.KangY. J.DhondtS.GonzalezN.InzeD.et al. (2019). Drought resistance is mediated by divergent strategies in closely related Brassicaceae. New Phytol. (223), 783–797. doi: 10.1111/nph.15841
147
RyuK. H.HuangL.KangH. M.SchiefelbeinJ. (2019). Single-Cell RNA sequencing resolves molecular relationships among individual plant cells. Plant Physiol.179 (4), 1444–1456. doi: 10.1104/pp.18.01482
148
SahniS.PrasadB. D.LiuQ.GrbicV.SharpeA.SinghS. P.et al. (2016). Overexpression of the brassinosteroid biosynthetic gene DWF4 in Brassica napus simultaneously increases seed yield and stress tolerance. Sci. Rep.6, 28298. doi: 10.1038/srep28298
149
SajeevanR. S.NatarajaK. N.ShivashankaraK. S.PallaviN.GurumurthyD. S.ShivannaM. B. (2017). Expression of arabidopsis SHN1 in indian mulberry (Morus indica L.) increases leaf surface wax content and reduces post-harvest water loss. Front. In Plant Sci.8, 418. doi: 10.3389/fpls.2017.00418
150
SeoP. J.LeeS. B.SuhM. C.ParkM. J.GoY. S.ParkC. M. (2011). The MYB96 transcription factor regulates cuticular wax biosynthesis under drought conditions in Arabidopsis. Plant Cell23 (3), 1138–1152. doi: 10.1105/tpc.111.083485
151
ShanQ.WangY.LiJ.ZhangY.ChenK.LiangZ.et al. (2013). Targeted genome modification of crop plants using a CRISPR-Cas system. Nat. Biotechnol.31, 686. doi: 10.1038/nbt2650
152
ShavrukovY.KurishbayevA.JatayevS.ShvidchenkoV.ZotovaL.KoekemoerF.et al. (2017). Early flowering as a drought escape mechanism in plants: how can it aid wheat production? Front. In Plant Sci.8, 1950–1950. doi: 10.3389/fpls.2017.01950
153
ShiJ.HabbenJ. E.ArchibaldR. L.DrummondB. J.ChamberlinM. A.WilliamsR. W.et al. (2015). Overexpression of ARGOS genes modifies plant sensitivity to ethylene, leading to improved drought tolerance in both arabidopsis and maize. Plant Physiol.169 (1), 266–282. doi: 10.1104/pp.15.00780
154
ShiJ.GaoH.WangH.LafitteH. R.ArchibaldR. L.YangM.et al. (2017). ARGOS8 variants generated by CRISPR-Cas9 improve maize grain yield under field drought stress conditions. Plant Biotechnol. J.15 (2), 207–216. doi: 10.1111/pbi.12603
155
ShinozakiK.Yamaguchi-ShinozakiK.SekiM. (2003). Regulatory network of gene expression in the drought and cold stress responses. Curr. Opin. In Plant Biol.6 (5), 410–417. doi: 10.1016/S1369-5266(03)00092-X
156
ShulseC. N.ColeB. J.CiobanuD.LinJ.YoshinagaY.GouranM.et al. (2019). High-throughput single-cell transcriptome profiling of plant cell types. Cell Rep.27 (7), 2241–2247.e2244. doi: 10.1016/j.celrep.2019.04.054
157
SimpsonG. G.DeanC. (2002). Arabidopsis, the rosetta stone of flowering time? Science296 (5566), 285–289. doi: 10.1126/science.296.5566.285
158
SinghR. K.PrasadM. (2016). Advances in Agrobacterium tumefaciens-mediated genetic transformation of graminaceous crops. Protoplasma253 (3), 691–707. doi: 10.1007/s00709-015-0905-3
159
SinghA. P.Savaldi-GoldsteinS. (2015). Growth control: brassinosteroid activity gets context. J. Exp. Bot.66 (4), 1123–1132. doi: 10.1093/jxb/erv026
160
SiriwardanaC. L.GnesuttaN.KumimotoR. W.JonesD. S.MyersZ. A.MantovaniR.et al. (2016). NUCLEAR FACTOR Y, Subunit A (NF-YA) Proteins Positively Regulate Flowering and Act Through FLOWERING LOCUS T. PloS Genet.12 (12), e1006496. doi: 10.1371/journal.pgen.1006496
161
SkiryczA.InzéD. (2010). More from less: plant growth under limited water. Curr. Opin. In Biotechnol.21 (2), 197–203. doi: 10.1016/j.copbio.2010.03.002
162
SkiryczA.VandenbrouckeK.ClauwP.MaleuxK.De MeyerB.DhondtS.et al. (2011). Survival and growth of Arabidopsis plants given limited water are not equal. Nat. Biotechnol.29 (3), 212–214. doi: 10.1038/nbt.1800
163
SussmilchF. C.McAdamS. A. M. (2017). Surviving a dry future: abscisic acid (ABA)-mediated plant mechanisms for conserving water under low humidity. Plants (Basel)6, 54. doi: 10.3390/plants6040054
164
TakahashiF.SuzukiT.OsakabeY.BetsuyakuS.KondoY.DohmaeN.et al. (2018). A small peptide modulates stomatal control via abscisic acid in long-distance signalling. Nature556 (7700), 235–238. doi: 10.1038/s41586-018-0009-2
165
ThomasH.HowarthC. J. (2000). Five ways to stay green. J. Exp. Bot.51, 329–337. (SPEC. ISS.). doi: 10.1007/BF00020180
166
TodakaD.ShinozakiK.Yamaguchi-ShinozakiK. (2015). Recent advances in the dissection of drought-stress regulatory networks and strategies for development of drought-tolerant transgenic rice plants. Front. Plant Sci.6, 84. doi: 10.3389/fpls.2015.00084
167
TodakaD.ZhaoY.YoshidaT.KudoM.KidokoroS.MizoiJ.et al. (2017). Temporal and spatial changes in gene expression, metabolite accumulation and phytohormone content in rice seedlings grown under drought stress conditions. Plant J.90 (1), 61–78. doi: 10.1111/tpj.13468
168
TongH.ChuC. (2018). Functional Specificities of brassinosteroid and potential utilization for crop improvement. Trends Plant Sci.23 (11), 1016–1028. doi: 10.1016/j.tplants.2018.08.007
169
UgaY.SugimotoK.OgawaS.RaneJ.IshitaniM.HaraN.et al. (2013). Control of root system architecture by DEEPER ROOTING 1 increases rice yield under drought conditions. Nat. Genet.45, 1097. doi: 10.1038/ng2725
170
VadezV.DeshpandeS. P.KholovaJ.HammerG. L.BorrellA. K.TalwarH. S.et al. (2011). Stay-green quantitative trait loci’s effects on water extraction, transpiration efficiency and seed yield depend on recipient parent background. Funct. Plant Biol.38 (7), 553–566. doi: 10.1071/FP11073
171
VadezV.KholováJ.HummelG.ZhokhavetsU.GuptaS. K.HashC. T. (2015). LeasyScan: a novel concept combining 3D imaging and lysimetry for high-throughput phenotyping of traits controlling plant water budget. J. Exp. Bot.66 (18), 5581–5593. doi: 10.1093/jxb/erv251
172
VandenbusscheF.VancompernolleB.RieuI.AhmadM.PhillipsA.MoritzT.et al. (2007). Ethylene-induced Arabidopsis hypocotyl elongation is dependent on but not mediated by gibberellins. J. Exp. Bot.58 (15-16), 4269–4281. doi: 10.1093/jxb/erm288
173
WahlV.PonnuJ.SchlerethA.ArrivaultS.LangeneckerT.FrankeA.et al. (2013). Regulation of flowering by trehalose-6-phosphate signaling in Arabidopsis thaliana. Science339 (6120), 704–707. doi: 10.1126/science.1230406
174
WaltzE. (2015). First stress-tolerant soybean gets go-ahead in Argentina. Nat. Biotechnol.33, 682. doi: 10.1038/nbt0715-682
175
WangY.WanL.ZhangL.ZhangZ.ZhangH.QuanR.et al. (2012). An ethylene response factor OsWR1 responsive to drought stress transcriptionally activates wax synthesis related genes and increases wax production in rice. Plant Mol. Biol.78 (3), 275–288. doi: 10.1007/s11103-011-9861-2
176
WinglerA. (2002). The function of trehalose biosynthesis in plants. Phytochemistry60 (5), 437–440. doi: 10.1016/S0031-9422(02)00137-1
177
XuY.BuchholzW. G.DeRoseR. T.HallT. C. (1995). Characterization of a rice gene family encoding root-specific proteins. Plant Mol. Biol.27 (2), 237–248.
178
XueD.ZhangX.LuX.ChenG.ChenZ.-H. (2017). Molecular andevolutionary mechanisms of cuticular wax for plant drought tolerance. Front. Plant Sci.8 (621). doi: 10.3389/fpls.2017.00621
179
YeatsT. H.RoseJ. K. C. (2013). The formation and function of plant cuticles. Plant Physiol.163 (1), 5–20. doi: 10.1104/pp.113.222737
180
YoungT. E.MeeleyR. B.GallieD. R. (2004). ACC synthase expression regulates leaf performance and drought tolerance in maize. Plant J.40 (5), 813–825. doi: 10.1111/j.1365-313X.2004.02255.x
181
ZhangY.HeJ. (2015). Sugar-induced plant growth is dependent on brassinosteroids. Plant Signal Behav.10 (12), e1082700. doi: 10.1080/15592324.2015.1082700
182
ZhangY.SuJ.DuanS.AoY.DaiJ.LiuJ.et al. (2011). A highly efficient rice green tissue protoplast system for transient gene expression and studying light/chloroplast-related processes. Plant Methods7 (1), 30. doi: 10.1186/1746-4811-7-30
183
ZhangY.LiangZ.ZongY.WangY.LiuJ.ChenK.et al. (2016). Efficient and transgene-free genome editing in wheat through transient expression of CRISPR/Cas9 DNA or RNA. Nat. Commun.7, 12617. doi: 10.1038/ncomms12617
184
ZhangY.-L.ZhangC.-L.WangG.-L.WangY.-X.QiC.-H.YouC.-X.et al. (2019). Apple AP2/EREBP transcription factor MdSHINE2 confers drought resistance by regulating wax biosynthesis. Planta249 (5), 1627–1643. doi: 10.1007/s00425-019-03115-4
185
ZhaoH.WuD.KongF.LinK.ZhangH.LiG. (2017). The arabidopsis thaliana nuclear factor y transcription factors. Front. Plant Sci.7, 2045–2045. doi: 10.3389/fpls.2016.02045
186
ZhouX.JenksM. A.LiuJ.LiuA.ZhangX.XiangJ.et al. (2014). Overexpression of transcription factor OsWR2 regulates wax and cutin biosynthesis in rice and enhances its tolerance to water deficit. Plant Mol. Biol. Rep.32 (3), 719–731. doi: 10.1007/s11105-013-0687-8
187
ZhouL.LiuZ.LiuY.KongD.LiT.YuS.et al. (2016). A novel gene OsAHL1 improves both drought avoidance and drought tolerance in rice. Sci. Rep.6, 30264. doi: 10.1038/srep30264
188
ZhuL.GuoJ.ZhuJ.ZhouC. (2014). Enhanced expression of EsWAX1 improves drought tolerance with increased accumulation of cuticular wax and ascorbic acid in transgenic Arabidopsis. Plant Physiol. Biochem.75, 24–35. doi: 10.1016/j.plaphy.2013.11.028
189
ZsögönA.CermakT.VoytasD.PeresL. E. P. (2017). Genome editing as a tool to achieve the crop ideotype and de novo domestication of wild relatives: Case study in tomato. Plant Sci.256, 120–130. doi: 10.1016/j.plantsci.2016.12.012
Summary
Keywords
drought, Arabidopsis, cereals, genome editing, cell-specific regulation
Citation
Martignago D, Rico-Medina A, Blasco-Escámez D, Fontanet-Manzaneque JB and Caño-Delgado AI (2020) Drought Resistance by Engineering Plant Tissue-Specific Responses. Front. Plant Sci. 10:1676. doi: 10.3389/fpls.2019.01676
Received
08 July 2019
Accepted
28 November 2019
Published
22 January 2020
Volume
10 - 2019
Edited by
Oscar Lorenzo, University of Salamanca, Spain
Reviewed by
Parvathi Madathil Sreekumar, Kerala Agricultural University, India; Pablo Albertos, Technical University of Munich, Germany
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© 2020 Martignago, Rico-Medina, Blasco-Escámez, Fontanet-Manzaneque and Caño-Delgado.
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*Correspondence: Ana I. Caño-Delgado, ana.cano@cragenomica.es
This article was submitted to Plant Physiology, a section of the journal Frontiers in Plant Science
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