Summary
Drought is a normal and recurring climate feature in most parts of the world and plays a major role in limiting crop productivity. However, plants have their own defence systems to cope with adverse climatic conditions. One of these defence mechanisms is the reprogramming of gene expression by microRNAs (miRNAs). miRNAs are small noncoding RNAs of approximately 22 nucleotides length, which have emerged as important regulators of genes at post‐transcriptional levels in a range of organisms. Some miRNAs are functionally conserved across plant species and are regulated by drought stress. These properties suggest that miRNA‐based genetic modifications have the potential to enhance drought tolerance in cereal crops. This review summarizes the current understanding of the regulatory mechanisms of plant miRNAs, involvement of plant miRNAs in drought stress responses in barley (Hordeum vulgare L.), wheat (Triticum spp.) and other plant species, and the involvement of miRNAs in plant‐adaptive mechanisms under drought stress. Potential strategies and directions for future miRNA research and the utilization of miRNAs in the improvement of cereal crops for drought tolerance are also discussed.
Keywords: microRNA, drought stress, functional mechanism, genetic modification
Introduction
Drought is one of the most common environmental stresses affecting growth, development and yield of plants (Ceccarelli and Grando, 1997). Understanding plant tolerance to drought is important for the improvement of crop productivity (Lawlor, 2013). During evolution, plants have developed different defence strategies against drought. One of them is to escape the drought by timing the most sensitive stages of development (e.g. reproductive stage) to occur when the stress is less severe. Another strategy is drought avoidance, involving maintenance of high tissue water potential. The third strategy combines enhanced water acquisition using a deep root system with minimization of water loss by restraining transpiration. Mechanisms of drought tolerance include maintenance of turgor through osmotic adjustment, increased cell elasticity and decreased cell size as well as desiccation tolerance via protoplasmic tolerance. In molecular terms, many genes have been implicated in drought tolerance (Shinozaki and Yamaguchi‐Shinozaki, 2007). However, transgenic plants overexpressing some drought‐responsive genes did not exhibit significant improvements or had no improvement at all for drought tolerance (Bartels and Sunkar, 2005). This may reflect the fact that the plant drought stress responses, tolerance mechanisms and genetic control of tolerance are complex.
Expression of microRNAs (miRNAs) has been found to be altered in plants during drought stress. This finding helps shed light on drought response mechanisms which can potentially be targeted in development of new drought tolerant crops (Chen et al., 2012; Kantar et al., 2010; Niu et al., 2006; Zhao et al., 2007). The focus of this review is to provide an update on microRNAs and their involvement in responses to stresses, particularly in cereal crop species against drought. Firstly, we outline the knowledge on biogenesis and functions of plant miRNAs. Another section addresses the behaviour and roles of miRNAs under drought stress in barley and wheat. Then, the work regarding the involvement of miRNAs in potential drought‐adaptive mechanisms of plants is discussed. Finally, we discuss the scope for utilizing miRNAs for improving drought tolerance of crop plants, especially barley and wheat.
MiRNAs: discovery, biogenesis and mechanisms
miRNA were first discovered in the nematode Caenorhabditis elegans in 1993 at which time they were considered as small temporal RNAs (stRNAs; Lee et al., 1993). In 2001, miRNAs were formally named and recognized as a distinct class of RNAs with regulatory functions (Lagos‐Quintana et al., 2001; Lau et al., 2001; Lee and Ambros, 2001). Plant miRNAs were identified 10 years after animal miRNAs (Reinhart et al., 2002). Now, 7385 mature miRNAs and 6150 precursor miRNAs (pre‐miRNAs) have been identified in 72 plant species (miRBase, 20 June 2013; Griffiths‐Jones et al., 2008). miRNAs are single‐stranded noncoding RNAs sized usually between 20 and 24 nucleotides (nt) that serve as gene regulators in a wide range of organisms (Lee et al., 1993; Reinhart et al., 2002; Shabalina and Koonin, 2008). They affect many biological processes including development of organs such as roots, stems, leaves and flower parts (Bartel, 2004; Bian et al., 2012; Chen, 2004; Chen et al., 2011; Kim et al., 2005; Liu and Chen, 2009; Maizel and Jouannet, 2012; Ronemus and Martienssen, 2005; Vaucheret et al., 2004; Wang et al., 2005, 2008). A growing body of evidence suggests that miRNAs play key roles in plant responses to biotic and abiotic stresses. miRNAs mediate the responses by modulating the amount of themselves, the amount of mRNA targets or the activity/mode of action of miRNA–protein complexes. In turn, these changes modify the timing, location and amount of proteins expressed from other genes upon exposure to the stress. Much of the gene regulation by miRNAs in response to plant biotic and abiotic stresses occurs at the post‐transcriptional level (Ding et al., 2013; Feng et al., 2013; Floris et al., 2009; Gupta et al., 2012; Jian et al., 2010; Liu et al., 2008, 2012; Ozhuner et al., 2013; Sunkar et al., 2006; Wang et al., 2014; Xie et al., 2012; Yang et al., 2012; Zhang et al., 2009, 2011). In this section, we briefly describe how miRNAs are generated and functional in organisms.
miRNAs are transcribed from genes, but the transcripts are not translated into proteins. The primary transcript (pri‐miRNAs) base pairs with itself to create a structure containing stem‐loop and double‐stranded RNA sections, and which is then processed by an RNase III enzyme [called Dicer‐like1 (DCL1) in plants and Drosha in animals] into stem‐loop structures of approximately 70 nt (pre‐miR NAs). The release of a miRNA/miRNA* duplex from a pre‐miRNA is carried out in the nucleus by DCL1 in both plants and animals. ‘miRNA’ refers to the strand that will become the miRNA, and ‘miRNA*’ refers to the strand that is complementary to the miRNA. Each strand is methylated to avoid degradation before being transported to the cytoplasm where the miRNA strand of the miRNA/miRNA* duplex is incorporated into a protein complex known as RISC (RNA‐induced silencing complex), which is a multiprotein complex that incorporates one strand of miRNA or a small interfering RNA (siRNA). For a detailed description of miRNA biogenesis, readers are referred to the studies by Bao et al. (2004), Baumberger and Baulcombe (2005), Khraiwesh et al. (2010), Lee et al. (2004), Park et al. (2005), Voinnet (2009), and Wu et al. (2010).
Plant miRNAs are derived by processing of their RNA precursors. Such precursors are occasionally transcribed from an intron or exon of a protein coding region, but most precursors are transcribed from the intergenic regions of genomes (Chen, 2004; Jones‐Rhoades et al., 2006; Kim, 2005; Reinhart et al., 2002). miRNA biogenesis involves multiple steps to form mature miRNAs from miRNA genes (Chen, 2009; Jones‐Rhoades et al., 2006; Kim, 2005; Park et al., 2005; Voinnet, 2009). Mirtrons, a type of miRNAs, originating from the introns can bypass the microprocessor complex (a multisubunit complex comprising the RNAse III enzyme) and directly enter as pre‐miRNA into the miRNA maturation pathway (Zhu et al., 2008). A few miRNAs can be generated independently of the splicing pathway, but details of their maturation are obscure (Johanson et al., 2013). Both strands of a miRNA duplex can be incorporated into the Argonaute (AGO)‐containing RISC complex used for silencing the target (Okamura et al., 2008). From this fact, defining which strand is miRNA and which strand is miRNA* is difficult. Perhaps for this reason, currently, the miRNA and miRNA* terms are widely replaced by the ‘3p’ and ‘5p’ suffixes according to their positions in the precursor miRNAs (pre‐miRNAs). Surprisingly, loop‐derived miRNAs were recently identified and shown to be functional (Hackenberg et al., 2013; Okamura et al., 2013; Winter et al., 2013). However, how these loop‐derived miRNAs are generated has not yet been elucidated. Once a miRNA is incorporated into the RISC, it would guide AGO by base pairing with mRNA to cleave the target (Baumberger and Baulcombe, 2005; Jones‐Rhoades et al., 2006) or inhibit translation of the target (Arteaga‐Vazquez et al., 2006; Aukerman and Sakai, 2003; Brodersen and Voinnet, 2009; Brodersen et al., 2008; Chen, 2004; Gandikota et al., 2007; Gu and Kay, 2010; Vazquez et al., 2010). While miRNA mediated post‐transcriptional gene regulation is common, in human cells miRNAs also regulate genes at the transcriptional level (Kim et al., 2008; Place et al., 2008). The mechanism of action is unclear, but it is likely to be via miRNA‐directed DNA methylation, which occurs at cytosine in all sequence contexts (Axtell, 2013; Chellappan et al., 2010; Khraiwesh et al., 2010; Vazquez et al., 2008; Wu et al., 2009, 2010; Zhu et al., 2008). This way of regulation is very similar to siRNA‐directed DNA methylation (Chan et al., 2005; Matzke et al., 2009). siRNA is a class of double‐stranded small RNAs of 21–24 base pairs in length, which plays important roles in the RNA interference (RNAi) pathway. In contrast to siRNAs, miRNA‐directed DNA methylation is affected by multiple factors such as the Dicer member (Khraiwesh et al., 2010), miRNA size (Wu et al., 2010), AGO member (Axtell, 2013; Chellappan et al., 2010; Khraiwesh et al., 2010; Vazquez et al., 2008; Wu et al., 2010) and stability of the duplex miRNA (Khraiwesh et al., 2010). In plants, miRNAs mainly function at the post‐transcriptional gene silencing (PTGS) level and guide the AGO protein to cleave the target mRNA between positions 10 and 11 (relative to the 5′ end of the miRNA). Although the exact way of translational inhibition is still obscure, it is assumed that, during translation, miRNAs do not result in mRNA cleavage, but arrest translation by blocking read‐through of the ribosome (Wang et al., 2008). A recent study showed that miRNA‐directed translation inhibition occurs at the endoplasmic reticulum (ER) and requires ALTERED MERISTEM PROGRAM1 (AMP1) (Li et al., 2013). Given that homologues of AMP1 are present in animal genomes, it is possible that the connection between the ER and translation inhibition by miRNAs is conserved across plants and animals (Li et al., 2013). Taken together, it is suggested that miRNAs may regulate the expression of their target genes via a combination of the aforementioned mechanisms (Eulalio et al., 2008). Large amounts of data have indicated that miRNA regulatory activity has effects on growth and development as well as on responses to environmental stresses (Berger et al., 2009; Khraiwesh et al., 2012; Llave, 2004; Meng et al., 2009; Reyes and Chua, 2007; Rodriguez et al., 2010; Schommer et al., 2008; Sunkar and Zhu, 2004). As the biogenesis and functional mechanism of miRNAs have already been reviewed extensively, we will not discuss those aspects further.
miRNA responses to drought stress
Drought stress has been revealed to alter expression of many genes/metabolites, including dehydrins, vacuolar acid invertase, glutathione S‐transferase (GST), abscisic acid (ABA)‐inducible genes [LEA (late embryo abundant), RAB (responsive to abscisic acid), COR (cold regulated), Rubisco (5‐bisphosphate carboxylase‐oxygenase)], helicase, proline and carbohydrates (Nezhadahmadi et al., 2013; references therein). miRNAs as gene regulators are expected to participate in the regulation of these drought‐responsive genes. Studies have shown that the expression of miRNAs is themselves altered in response to drought stress. Drought‐responsive miRNAs have been reported in many plant species such as Arabidopsis (Sunkar and Zhu, 2004), rice (Zhou et al., 2010), cowpea (Barrera‐Figueroa et al., 2011), tobacco (Frazier et al., 2011), soya bean (Kulcheski et al., 2011), Phaseolus vulgaris (Arenas‐Huertero et al., 2009) and so on and have been summarized in Table 1. In Arabidopsis, miR156, miR159, miR167, miR168, miR171, miR172, miR319, miR393, miR394a, miR395c, miR395e, miR396 and miR397 are up‐regulated, while miR161, miR168a, miR168b, miR169, miR171a and miR319c are down‐regulated, under drought stress (Liu et al., 2008; Sunkar and Zhu, 2004). The up‐regulated miRNAs were also shown to be involved in different developmental stages (Alonso‐Peral et al., 2012; Curaba et al., 2013; Vaucheret et al., 2006; Wu and Poethig, 2006; Wu et al., 2006; Xie et al., 2014; Zhu and Helliwell, 2011), suggesting that the regulation of drought tolerance and development by miRNAs is tightly linked, which probably undergoes via the same mechanism. It is very common that the expression level or drought responsiveness of a miRNA is species dependent (Arenas‐Huertero et al., 2009; Barrera‐Figueroa et al., 2012; Frazier et al., 2011; Kantar et al., 2011; Kulcheski et al., 2011; Liu et al., 2008; Lu et al., 2008; Trindade et al., 2010; Zhao et al., 2007; Zhou et al., 2010). For example, drought up‐regulates miR156 in Arabidopsis, Prunus persica, barley, Panicum virgatum and Triticum dicoccoides (Eldem et al., 2012; Kantar et al., 2010, 2011; Sun et al., 2012b; Sunkar and Zhu, 2004), but down‐regulates it in rice and maize (Wei et al., 2009; Zhou et al., 2010). Similarly, drought stress down‐regulates miR169 in Arabidopsis, P. persica, P. virgatum and Medicago truncatula (Li et al., 2008), but up‐regulates it in rice, Glycine max, Populus euphratica and tomato (Li et al., 2011a,b; Qin et al., 2011; Zhang et al., 2011; Zhou et al., 2010). miR1510 is up‐regulated in Glycine max but down‐regulated in M. truncatula and miR396 is down‐regulated in M. truncatula and Vigna unguiculata, but up‐regulated in G. max (Mantri et al., 2013). In some plant species, members of the same families were found to be differently expressed under drought stress, for example, drought stress down‐ and up‐regulates respective members of the miR319 family in rice (Zhou et al., 2010). In fact, even the same miRNA in the same plant species can show different responses to drought depending on the exact conditions. For instance, in one study expression level of miR398a/b in M. truncatula was increased under drought stress (Trindade et al., 2010), while in another study, expression level of the same miRNA in the same plant species decreased under drought stress (Wang et al., 2011). Such differences may reflect different degrees of drought stress (Wang et al., 2011) and high sensitivity of some miRNAs to subtle differences in growing conditions. Indeed, with different externally applied concentrations of polyethyleneglycol (PEG), a chemical that simulates drought conditions, the same miRNAs such as miR167, miR172, miR393, miR395, miR396, miR398 and miR399 in tobacco plants showed different degrees of up‐ or down‐regulation (Frazier et al., 2011). It is possible that differential expression of the same miRNA in the same plant species under drought conditions is the result of different spatial–temporal manner. It is likely that under drought conditions regulators of miRNA genes change their expression, which in turn leads to the change in expression of miRNAs and ultimately that of miRNAs' targets (Reyes and Chua, 2007; Trindade et al., 2010). It is worth mentioning here that although miRNAs are conserved across different plant species, their targets may not be (Lu et al., 2005). Therefore, the targets of miRNAs need to be identified in individual plant species. Target validation can also help provide functional evidence of the conserved and specific miRNAs in plant species.
Table 1.
miRNA | Target name and functionsa | Speciesb | Source |
---|---|---|---|
miR156 | SBP family of transcription factors—promote phase transitions, flowering time |
Ath↑, Tdi↑, Hvu↑, Rice↓ Peu↑, Ppe (slightly)↑, Pto↓ |
Eldem et al. (2012), Kantar et al. (2011), Liu et al. (2008), Ren et al. (2012), Wu and Poethig (2006) and Zhou et al. (2010) |
miR157 | SBP family of transcription factors | Ppe↑↓ | Eldem et al. (2012) |
miR159 | MYB and TCP transcription factors—ABA response, Nacl stress response, floral asymmetry and leaf development |
Ath↑ Rice↓ Ppe↓ |
Arenas‐Huertero et al. (2009), Eldem et al. (2012), Jones‐Rhoades and Bartel (2004), Liu et al. (2008), Reyes and Chua (2007) and Zhou et al. (2010) |
miR160 | ARF 10, ARF 16 and ARF 17—seed germination and postgermination stages | Ppe↑, Pto↑, Ptc↓ | Eldem et al. (2012), Jones‐Rhoades and Bartel (2004), Liu et al. (2007), Ren et al., (2012) and Shuai et al. (2013), |
miR162 | DCL1—miRNA biogenesis | Pto↑ | Ren et al. (2012) and Xie et al. (2003) |
miR164 | NAC domain TF—lateral root development | Mtr↓, Ptc↓, Bdi↓ | Shuai et al. (2013) and Wang et al. (2011) |
miR165 | HD‐ZIPIII transcription factor—axillary meristem initiation, leaf and vascular development | Ppe↓ | Eldem et al. (2012) |
miR166 | HD‐ZIPIII transcription factor—axillary meristem initiation, leaf and vascular development | Tdi↓, Gma↑ | Kantar et al. (2011), Li et al. (2011a,b), Sun (2012) and Williams et al. (2005) |
miR167 | ARF6 and ARF8—gynoecium and stamen development | Ath↑, Ppe↓, Pto↑ | Eldem et al. (2012), Liu et al. (2008), Ren et al. (2012) and Wu and Poethig (2006) |
miR168 | ARGONAUTE1, MAPK—miRNA biogenesis and mRNA degradation, plant development |
Ath↑ Rice↓ Z. mays↓ |
Liu et al. (2008), Wei et al. (2009) and Zhou et al. (2010) |
miR169 | NF‐YA transcription factor subunit A‐3, NF‐YA transcription factor subunit A‐10, SlMRP1—Plant development and Flowering timing, response to different abiotic stresses | Ath↓, Tomato↑, Rice↑, Mtr↓, Ppe↓, Gma↑, Pto↓, Peu↑ | Eldem et al. (2012), Li et al. (2008), Li et al. (2011a,b), Qin et al. (2011), Ren et al. (2012), Trindade et al. (2010), Wang et al. (2011), Zhang et al. (2011), Zhao et al. (2007) and Zhou et al. (2010) |
miR170 | SCL transcription factor—radial patterning in roots, floral development and shoot branching | Ath↓, Rice↓ | Sun (2012) and Zhou et al. (2010) |
miR171 | GRAS transcription factors—response to abiotic stresses and floral development | Ath↑, Tdi↓, Rice↑↓, Mtr↓, Ppe↑, Pto↓, | Eldem et al. (2012), Kantar et al. (2011), Llave et al. (2002), Liu et al. (2008), Ren et al. (2012), Wang et al. (2011) and Zhou et al. (2010) |
miR172 | cDNA floral homeotic protein APETALA2, bZIP transcription factor family protein—flowering time, floral organ identity, cold stress response | Ath↑,Rice↓, Pto↑ | Jones‐Rhoades and Bartel (2004), Ren et al. (2012) and Zhou et al. (2010) |
miR319 | TCPcell differentiation, leaf development and biosynthesis of jasmonic acid | Ath↑, Rice↑↓, Pto↑ | Efroni et al. (2008), Ren et al. (2012), Sarvepalli and Nath (2011), Schommer et al. (2008), Sunkar and Zhu (2004) and Zhou et al. (2010) |
miR390 | ARF—auxin‐mediated transcriptional activation/suppression | Pto↓ | Allen et al. (2005) and Ren et al. (2012) |
miR393 | TIR1 and AFB2 and AFB3—susceptibility to virulent bacteria |
Ath↑ Ppe↓ |
Liu et al. (2008), Navarro et al. (2006) and Eldem et al. (2012) |
miR394 | Dehydration‐responsive protein and F‐box proteins—abiotic stress‐response pathway | Pto↑, Ptc↓, Gma↑ | Li et al. (2011a,b), Ren et al.(2012) and Shuai et al. (2013) |
miR395 | Sulphate transporter—response to sulphate deprivation | Rice↑, Ppe↓, Pto↓ | Eldem et al. (2012), Liang et al. (2010), Ren et al. (2012) and Zhou et al. (2010) |
miR396 | GRL transcription factors; ceramidasegenes—leaf and cotyledon development |
Ath↑ Rice↓ Mtr↓ Ppe↓ |
Eldem et al. (2012), Kantar et al. (2011), Liu et al. (2008), Liu and Yu (2009), Sun (2012), Wang et al. (2011) and Zhou et al. (2010) |
miR397 | Laccases—lignin biosynthesis, ion absorption and stress response | Ath↑, Rice↓, Ppe↓, Pto↓ | Abdel‐Ghany and Pilon (2008), Ding and Zhu (2009), Eldem et al. (2012), Ren et al.(2012), Sunkar and Zhu (2004) and Zhou et al. (2010) |
miR398 | Copper superoxide dismutases; cytochrome C oxidase subunit V—Copper homoeostasis, oxidative stress; enzyme involved in respiration | Mtr↑, Tdi↑, Mtr↓, Ppe↓ | Eldem et al. (2012), Jones‐Rhoades and Bartel (2004), Kantar et al. (2011), Sunkar et al. (2006), Trindade et al. (2010) and Wang et al. (2011) |
miR399 | Phosphate transporter–role in response to phosphate starvation | Mtr↑, Pto↑↓ | Bari et al. (2006), Jones‐Rhoades and Bartel (2004), Ren et al. (2012) and Wang et al. (2011) |
miR403 | AGO2—miRNA functioning | Pto↑ | Allen et al. (2005) and Ren et al. (2012) |
miR408 | Chemocyanin precursor, cDNA phosphatidylinositol 3 and 4—kinase family protein, Peptide chain release factor—pollen tube growth | Rice↓, Ath↑, Mtr↑, Ppe↓, Pto↓, Ptc↓ | Eldem et al. (2012), Liu et al. (2008), Ren et al. (2012), Shuai et al. (2013), Trindade et al. (2010) and Zhou et al. (2010) |
miR474 | Kinesin, a pentatricopeptide repeat (PPR) family protein‐Motor functions; organelle biogenesis |
Rice↑ Tdi↑ |
Kantar et al. (2011), Lu et al. (2005) and Zhou et al. (2010) |
miR528 | POD—Elimination of ROS | Z. mays↓ | Wei et al. (2009) |
miR827 | NAD (P)‐binding and SPX (SYG1/Pho81/XPR) proteins—activate in signal transduction pathways | Z. mays↑ | M. Aukerman and W. Park (unpubl. data) and Zhang et al. (2009) |
miR1432 | Poly (ADP‐ribose) polymerase; calcium‐binding EF hand domains—activate in signal transduction pathways | Tdi↑ | Kantar et al. (2011) and Zhang et al. (2009) |
miR1444c | Polyphenol oxydase—Probable role for improving plant water stress | Ptc↓ | Khraiwesh et al. (2012), Shuai et al., (2013) and Thipyapong et al. (2004) |
miR2118 | TIR‐NBS‐LRR domain protein—response to salinity, drought, cold and ABA stress | Mtr↑ | Jagadeeswaran et al. (2009) and Wang et al. (2011) |
AFB, Auxin F‐box protein; AGO2, Family member of ARGONAUT protein; AP2, APETALA2; ARF, auxin response factors; bHLH, basic helix–loop–helix; bZIP, Basic leucine zipper domain; CBF, CCAAT‐binding factor; DCL1, Dicer Like1; GRAS, GAI, RGA, SCR; GRL, growth‐regulating factor; GRML, Gibberellin response modulator‐like protein; HD‐ZIP, class III homeodomain leucine zipper; L‐RTMK, Leucine‐rich repeat transmembraneprotein kinase; MAPK, Mitogen‐activated protein kinase; NAC domain TF, (NAM, ATAF1/2 and CUC2) domain proteins; NB‐ARC domain protein, NB, ARC1 and ARC2 (functional ATPase domain—Probable regulation for activating the resistance proteins); NBS‐LRR domain protein, Nucleotide‐binding site leucine‐rich repeat (NBS‐LRR) proteins; NF‐YA, Nuclear factor Y subunit A; PDC, pyruvate decarboxylase isozyme1; PPRs, pentatricopeptide repeat (PPR) proteins; POX/POD, Peroxidase; SBP, Squamosa promoter‐binding protein; SCL, scarecrow‐like; SlMRP1, Multidrug resistance‐associated protein gene; SNF7, Vacuolar‐sorting protein; TCP‐TEOSINTE BRANCHED/CYCLOIDEA/PCF) transcription factor genes; TF, transcription factor; TIR1, transport inhibitor response1.
↑, up‐regulation by drought; ↓, down‐regulation drought; Ath, Arabidopsis; Bdi, Brachypodium distachyon; Gma, Glycine max; Hvu, Hordeum vulgare; Mtr, Medicago truncatula; Peu, Populus euphratica; Ptc, Populus trichocarpa; Pto, Populus tomentosa; Ppe, Prunus persica; Tdi, Triticum dicoccoides; Z. mays, Zea mays.
This miRNA was only found in Populus trichocarpa. All the rest miRNAs listed in Table 1 are present in more than three plant species and hence are considered as conserved miRNAs.
miRNAs are also differentially expressed between different tissues or developmental stages under drought stress (Reinhart et al., 2002). This has been the case for miR169, which in rice is induced more prominently in the roots than in the shoots. Members of the miR169 family are encoded by many loci within some plant species. However, in Arabidopsis, only miR169a and miR169c are substantially down‐regulated by drought stress (Li et al., 2008). Compared to other miR169 loci, the miR169a locus produces 90% of the total miR169 population, suggesting that miR169a would play a major role in response to drought stress. If this is true, then miR169 is likely to be regulated by drought stress at the transcriptional level at their loci. A previous study showed that transgenic overexpression of drought down‐regulated miR169a and miR169c in Arabidopsis increased drought sensitivity of the plants (Li et al., 2008). However, two members of the miR169 family in rice, miR169g and miR169n/o and one member in tomato, miR169c, were up‐regulated by drought stress (Zhang et al., 2011; Zhao et al., 2009). In addition, overexpression of miR169c in tomato reduced stomatal conductance and water loss compared to nontransgenic tomato and hence enhanced drought tolerance (Zhang et al., 2011). These differences in outcomes of overexpressing miR169c in different plant species have been suggested to be caused by different timing, duration and intensity of the stress that was applied in the different studies (Covarrubias and Reyes, 2010). It is likely that the level of miRNA169 could vary during the course of the stress treatment. This has been the case for miR398 in Arabidopsis (Jia et al., 2009). The reduced accumulation of miRNAs under drought could be because of interference with their biogenesis pathway (Covarrubias and Reyes, 2010). The contribution of miR169 to drought tolerance or intolerance could depend on its promoter because two dehydration‐responsive elements (DREs) were identified in the promoter of MIR169g (Zhao et al., 2007). Further studies showed that miR169 targets nuclear factor Y (NF‐Y) transcription factor (TF), known as a heme‐activated protein (HAP) or CCAAT‐binding factor (CBF), by reducing the NF‐Y mRNA level (Li et al., 2008). Furthermore, transgenic overexpression of NFYA5, a subunit of the NF‐Y TF, has been shown to increase drought tolerance (Li et al., 2008). These pieces of evidence indicate that the contribution of miR169 to drought tolerance is via the NF‐Y TF and that the down‐regulation of miR169 contributes to the high level of NFYA5 observed under drought stress.
Transgenic overexpression of osa‐miR319 in creeping bentgrass and of miR394 in soya bean also increased drought tolerance (Ni et al., 2012; Zhou et al., 2013). Both miRNAs are up‐regulated in most plant species under drought stress (Ni et al., 2012; Zhou et al., 2010). However, under other stress conditions such as salinity, cadmium toxicity or low iron and sulphate, the regulation of miR394 shows differences between plant species (Huang et al., 2010; Kong and Yang, 2010). One of the miR394's targets has been identified to encode an F‐box protein (At1g27340) involved in the regulation of leaf curling‐related morphology in Arabidopsis (Song et al., 2012). miR393 is another key miRNA for the regulation of the F‐box genes in many plant species including Arabidopsis, rice, M. truncatula, Pinguicula vulgaris and sugarcane (Ferreira et al., 2012), whose expression is altered by drought stress. Like miR394, miR393 is up‐regulated by drought stress in most plant species and is responsive to other abiotic stresses such as salinity, low temperature and aluminium toxicity (Arenas‐Huertero et al., 2009; Liu et al., 2008; Sunkar and Zhu, 2004; Trindade et al., 2010; Zhao et al., 2007). Transgenic overexpression of miR393 in rice increased salinity tolerance, suggesting the native gene may regulate salinity tolerance (Gao et al., 2011). Transgenic overexpression of miR393 in rice resulted in hyposensitivity to synthetic auxin analogue treatments (Xia et al., 2012), suggesting that native miR393 may regulate auxin signalling and would thus reduce plant growth under drought stress. Under drought, endogenous concentrations of auxin, gibberellin and cytokinin usually decrease, whereas ABA and ethylene increase (Nilsen and Orcutte, 1996). In line with this hypothesis, miR393 was found to target transport inhibitor response 1 (TIR1), known as an auxin receptor and positive regulator of auxin signalling that acts via degradation of Aux/IAA proteins (Dharmasiri and Estelle, 2002; Windels and Vazquez, 2011). However, how miR393 regulates its targets remains unclear. Table 2 summarizes studies in which transgenic alteration of miRNA expression was tested for effects on drought tolerance.
Table 2.
Overexpressed miRNA | Species | Transgenic plants exhibited | Possible mechanism | References |
---|---|---|---|---|
miR164 | Arabidopsis | Leaf longevity | Ethylene signalling molecule, EIN2 | Kim et al. (2009) |
miR169c | Tomato | Reduced stomatal conductance and transpiration rate | Unknown | Zhang et al. (2011) |
miR169a | Arabidopsis | Increased leaf water loss and greater sensitivity to drought stress | Unknown | Li et al. (2008) |
Osa‐miR319 | Creeping bentgrass | Increased leaf wax content and water retention capacity | Unknown | Zhou et al. (2013) |
miR393 | Rice | Increased tillering, early flowering and reduced tolerance to salt and drought | Hyposensitivity to auxin | Xia et al. (2012) |
Gma‐miR394a | Arabidopsis | Recovery from drought stress | Possible involvement of F‐box proteins in abiotic stress‐response pathway | Ni et al. (2012) |
A number of legume‐specific miRNAs were identified in Phaseolus vulgaris plants treated by drought and ABA, and targets of these miRNAs were annotated to be involved in diverse cellular processes unique to legumes (Arenas‐Huertero et al., 2009). Using deep sequencing technology, Kulcheski et al. (2011) identified 256 miRNAs from genotypes of soya bean that were susceptible or resistant to drought or rust. Of these miRNAs, 71 belonged to conserved miRNA soya bean families, while 15 miRNAs belonging to six families were conserved in other plant species. Twenty‐nine miRNAs belonging to 24 novel families were reported for the first time in soya bean. The authors also reported 121 alternative isoforms (miRNA variants) derived from 22 conserved miRNA families and four novel miRNA families. An interesting point is that among 11 miRNAs analysed, all were expressed differently from each other during drought stress. However, the majority were up‐regulated in a susceptible genotype but down‐regulated in a tolerant genotype under drought. This distinct miRNA behaviour across the two genotypes may reflect regulation of the genes associated with drought stress tolerance or intolerance. Similarly, Barrera‐Figueroa et al. (2011) used deep sequencing of sRNA libraries from two cowpea genotypes (drought tolerant and susceptible) to identify 157 miRNAs which belonged to 89 families. Forty‐four drought‐responsive miRNAs belonging to 28 families were identified by comparing expression levels in stressed versus control plants. Of them, 30 miRNAs were up‐regulated while 14 miRNAs were down‐regulated. These drought‐responsive miRNAs included miRNA families which were already known to be drought‐responsive in other plant species, indicating that these miRNA families may be involved in conserved drought‐response pathways. In addition, predicted target genes of 32 miRNAs were shown to have diverse predicted physiological functions. Most of these predicted targets were TFs.
Drought up‐ or down‐regulated miRNAs are both potentially relevant for engineering plant drought tolerance, as miRNA targets probably include genes that contribute both positively or negatively to tolerance. The up‐regulation of miRNAs means that their targets are down‐regulated under the same conditions and vice versa. Enhancing the accumulation of target(s) contributing to drought tolerance could be achieved either by overexpressing target genes, or by silencing the corresponding miRNA (Sunkar et al., 2007). For example, down‐regulated miR168 and miR528 under drought stress resulted in accumulation of their targets, mitogen‐activated protein kinase (MAPK) and peroxidase (POD) (Wei et al., 2009). In this experiment, ABA levels significantly increased in maize tissues, which in turn enhanced the formation of reactive oxygen species (ROS), which further up‐regulated MAPK for inducing the expression of antioxidant genes and antioxidant enzymes. Both ABA and ROS are important signalling molecules that regulate many developmental processes and stress‐adaptive processes in plants (Cutler et al., 2010). Antioxidant enzymes also limit ROS levels to help achieve drought stress. Likewise, an increased level of POD also results in the elimination of ROS and alleviation of drought injury (Wei et al., 2009). Therefore, the down‐regulation of miR168 and miR528 under drought stress is expected to increase drought tolerance. A study conducted by Shuai et al. (2013) showed that the down‐regulation of miR160 and miR164 in drought‐stressed P. trichocarpa also allows increased expression of their targets, ARF and NAC domain TFs. Overexpression of these TFs in rice has been shown to enhance drought stress tolerance in the field under severe drought stress conditions at the reproductive stage (Hu et al., 2006) as well as at the seed germination and postgermination stages (Liu et al., 2007). Drought down‐regulated miRNAs in P. trichocarpa also included miR408, miR1444 and miR394, which target dehydration‐responsive proteins such as early responsive dehydration‐related protein (ERD) and polyphenol oxidase (PPO) (Shuai et al., 2013). Increased expression levels of these targets help lessen drought injury in transgenic plants (Shuai et al., 2013). In the same study, two novel miRNAs Ptc‐miRn6 and Ptc‐miRn16 were also confirmed to be down‐regulated in P. trichocarpa, but the function of the targets of these two miRNAs are unknown (Shuai et al., 2013). Therefore, alteration in miRNA profiles seems to play crucial roles in attenuating plant growth and development under stresses. In a nutshell, these findings highlight the importance of detailed characterization of stress‐responsive miRNAs in plants.
Drought‐responsive miRNAs in wheat and barley
Wheat and barley are two of the most important cereals in the world and are crops that are seriously affected by drought. Furthermore, both Triticeae species contain large and repetitive genomes, which are, respectively, much larger than that of rice or Arabidopsis. Therefore, in this section, we particularly summarize the recent knowledge on drought‐responsive miRNAs in these two crops, which were as yet given little attention before.
In miRBase (Release 20: June 2013), 69 miRNAs from barley and 43 miRNAs from wheat were described. Additional barley and wheat miRNAs were described in published papers (Colaiacovo et al., 2010; Curaba et al., 2012; Dryanova et al., 2008; Hackenberg et al., 2012a,b, 2014; Han et al., 2014; Jin et al., 2008; Kantar et al., 2010, 2011; Li et al., 2013; Lucas and Budak, 2012; Lv et al., 2012; Meng et al., 2013; Schreiber et al., 2011; Sun et al., 2014; Wang et al., 2014; Wei et al., 2009; Xin et al., 2010; Yao et al., 2007, 2010). Barley miRNAs were initially predicted from available barley EST sequences by Dryanova et al. (2008). These included 28 conserved miRNAs belonging to 15 miRNA families. A more sophisticated computational prediction approach was then used to extend this to 156 miRNAs belonging to 50 miRNA families (Colaiacovo et al., 2010). In 2011, 100 barley miRNAs were experimentally identified by deep sequencing small RNAs of barley cultivar Golden Promise (Schreiber et al., 2011). Of these miRNAs, 56 were shown to be expressed as orthologs in other species, while 44 miRNAs were known to be expressed only in barley. Soon after, deep sequencing of small RNAs from a different barley cultivar, clipper, identified 259 miRNAs, of which133 were novel (Lv et al., 2012). Using psRNA target, a plant small RNA target analysis server (http://plantgrn.noble.org/psRNATarget/), 267 targets of barley miRNAs were predicted (Lv et al., 2012). These targets were predicted to be involved in many developmental processes such as seed germination, vegetative and reproductive phase changes, flowering initiation and seed production (Lv et al., 2012). However, the validation of these miRNA targets is likely to be complex as each miRNA may control many genes and each gene can be controlled by many miRNAs (Yang and Qu, 2013).
Wheat miRNAs were first computationally predicted in 2005 (Zhang et al., 2005), at which time only 16 miRNAs belonging to nine conserved miRNA families were identified from wheat EST databases. In 2007, 58 miRNAs belonging to 43 miRNA families were discovered by cloning and sequencing of wheat small RNAs (Yao et al., 2007). So far, 270 known miRNAs have been reported in wheat (Dryanova et al., 2008; Jin et al., 2008; Kantar et al., 2010, 2011; Lucas and Budak, 2012; Pandey et al., 2014; Wei et al., 2009; Xin et al., 2010). The identified barley and wheat miRNAs provide a platform for further analysis of expression profiles of miRNAs and characterization of drought‐responsive miRNAs in barley and wheat.
Of the miRNAs identified in barley and wheat, relatively few are drought responsive. Of 28 miRNAs in barley studied by Kantar et al. (2010), only four (hvu‐miR156a, hvu‐miR166, hvu‐miR171 and hvu‐miR408) were found to be differentially expressed under dehydration stress conditions. All four dehydration‐regulated miRNAs were found to be induced by drought in barley leaves (Kantar et al., 2010). By contrast, in barley roots, hvu‐miR166 expression was suppressed by drought and the expression of the other three miRNAs was unchanged by it (Kantar et al., 2010). As expected, the targets were found to be inversely expressed relative to the respective miRNAs in these tissues, with the exception of miR408's target, whose expression could not be detected in leaf (Kantar et al., 2010). Later, a further three conserved miRNAs (miR156d miR396d and miR399b) and three novel miRNAs (miR‐n026a*, miR‐n029 and miR‐n035) were found to be up‐regulated under drought in barley leaves (Lv et al., 2012). The three novel miRNAs were also shown to be up‐regulated by salinity in barley leaves (Lv et al., 2012). Very recently, 31 barley miRNAs were detected in barley cv. Golden Promise treated by drought, of which 13 were significantly down‐regulated, while one miRNA (hvu‐miR5049b) was significantly up‐regulated, under the drought conditions (Hackenberg et al., 2014). Hvu‐miR399 was not expressed under drought (Hackenberg et al., 2014), indicating that the expression of this miRNA may be drought dependent. Of 74 conserved miRNAs detected in Golden Promise, 20 belonging to ten miRNA families were significantly drought down‐regulated, while one miRNA (gma‐miR6300) was significantly up‐regulated (Hackenberg et al., 2014). However, some drought‐regulated miRNAs were inconsistently expressed across different barley tissues. Moderately expressed hvu‐miR166a was drought up‐regulated in barley leaves but down‐regulated in roots. Hvu‐miR168‐5p was only drought up‐regulated in leaves while in root tissues its expression level was unchanged. Osa‐miR393a and hvu‐miRX35 were expressed in leaf but not in root (Hackenberg et al., 2014). All the drought‐regulated miRNAs detected in Golden Promise showed expression patterns that were similar to those reported for the corresponding miRNAs in other barley cultivars, under the same drought conditions, as judged by Northern hybridization or quantitative real‐time reverse transcription PCR (qRT‐PCR) (Hackenberg et al., 2014). The regulation of these miRNAs by drought may be partly associated with drought‐related TFs such as DREB TFs (Hackenberg et al., 2012a; Morran et al., 2011).
Drought‐regulated miRNAs were identified by the micro‐array approach from a wild wheat, T. turgidum ssp. dicoccoides (Kantar et al. (2011). At 4 and 8 h postdrought treatment, 438 miRNAs were identified in leaf and root tissues while in control plants only 205 miRNAs were detected (Kantar et al., 2011). A comparison showed that 13 miRNAs (miR1867, miR896, miR398, miR528, miR474, miR1450, miR396, miR1881, miR894, miR156, miR1432, miR166 and miR171) were differentially expressed between the drought and water conditions (Kantar et al., 2011). However, none of these miRNAs have their targets experimentally validated (Kantar et al., 2011). miR1450 was drought up‐regulated in T. dicoccoides (Kantar et al., 2011), but drought down‐regulated in P. trichocarpa (Lu et al., 2008). miR1450 was also down‐regulated in P. trichocarpa by saline conditions (Lu et al., 2008). The results for miR1450 suggest that this miRNA may be controlled by different regulatory networks in different plant species. Transgenic rice overexpressing miR159 from wheat was found to be more sensitive to heat stress, indicating that miR159 might participate in a heat stress‐related signalling pathway and influence heat stress tolerance (Wang et al., 2012). Intriguingly, the transgenic rice also delayed heading and increased male sterility (Wang et al., 2012). Targets of miR159 were identified as MYB33 and MYB101 which are important players in responses to ABA accumulation under drought stress (Reyes and Chua, 2007). Taken together, these data indicate that drought‐responsive miRNAs can be used as a tool in the genetic modification for future improvement of cereal crops tolerant to drought.
Mechanisms of drought stress responses of miRNAs
Abscisic acid‐responsive elements in miRNA genes
Suppression of lateral root growth by drought stress has been widely accepted as an adaptive response, because it allows redirection of resources towards production of deeper roots, enabling more efficient extraction of water from deep in the soil. Epoxycarotenoid cleavage‐derived ABA has been shown to serve as a specific stress signal in plants (Nambara and Marion‐Poll, 2005). Under drought stress, ABA is formed in the dehydrating roots, which inhibits lateral root growth (Xiong et al., 2006). miRNA393 was found to be strongly up‐regulated by ABA (Sunkar and Zhu, 2004). An ABA hypersensitive mutant of A. thaliana (fry 1) was shown to reduce lateral root growth at an elevated miR393 level (Chen et al., 2012). Hence, miR393 was proposed to be a regulator of root adaptation under drought stress. Known targets of miR393, two auxin receptors (TIR1 and AFB2), undergo post‐transcriptional silencing through miR393‐guided cleavage—a process that is required for drought inhibited induced lateral root growth (Chen et al., 2012). Promoters of most ABA‐responsive genes have a conserved cis element as well as ABA‐response elements (ABREs), which have been considered to play a role in stress‐responsive expression (Mundy et al., 1990; Xu et al., 1996). In Arabidopsis, miR167 is up‐regulated under drought stress and has ABREs in the promoter of the corresponding gene (Liu et al., 2008). miR167 targets two auxin response factors (ARFs) that play a role in root architecture (Wu et al., 2006). In this regard, miRNA393 and miR167 seem like good candidate miRNAs for use in studying drought‐adaptive mechanisms.
Abscisic acid is also known to play an important role in seed dormancy. It is responsible for the instigation and maintenance of dormancy (Rodriguez‐Gacio et al., 2009). Reyes and Chua (2007) showed that in Arabidopsis miR159 levels increased with the addition of exogenous ABA or under drought treatment during seed germination (Reyes and Chua, 2007). miRNA159 mediates cleavage of MYB101 and MYB33 transcripts that function as positive regulators of ABA responses in the plants (Reyes and Chua, 2007). In support, overexpression miR159 suppresses MYB33 and MYB101 transcript levels in the transgenic plants and renders the plants hyposensitive to ABA (Reyes and Chua, 2007). Consistent with this, transgenic plants overexpressing cleavage‐resistant forms of MYB33 and MYB101 are also hypersensitive to ABA (Reyes and Chua, 2007). By facilitating seed dormancy under stress (when endogenous ABA is high), the target mRNA of miR159 might therefore have a crucial role in ensuring avoidance to drought. Recent studies showed that drought and ABA up‐regulated miRNAs also include miR169, miR319, miR397, miR2118, miR393 and miR167 (Khraiwesh et al., 2012). However, it is unknown whether the promoters of these miRNA genes contain ABRE cis elements that are important for abiotic stress responses (Mundy et al., 1990; Xu et al., 1996). miR168 and miR396 contain the ABRE cis elements in their promoter regions and up‐regulated by drought stress (Liu et al., 2008). ABRE elements present in the promoter regions of miRNA genes could influence drought tolerance mechanisms.
Ethylene signalling and regulation of miRNAs
miRNAs could influence leaf senescence (Lim et al., 2007). Leaf senescence is regarded as a drought avoidance mechanism, as it can reduce canopy size and transpiration, and allow remobilization of water and nutrients to organs more crucial for survival and reproduction of the plant (Griffiths et al., 2014). In the study by Kim et al. (2009), miR164 was proposed to be a regulator of leaf senescence in Arabidopsis, based on the fact that EIN2 (ETHYLENE INSENSITIVE 2), an ethylene signalling protein in Arabidopsis, down‐regulates miR164 in older leaves. This results in increasing levels of its targets NAC1, ORE1 and At5g61430. Accordingly, miR164 overexpression and/or lack of its target ORE1 activity resulted in enhanced leaf longevity. The study further indicated that Ath‐miR164 negatively regulates cell death and senescence in younger leaves through down‐regulation of ORE1 (Kim et al., 2009). Drought stress triggers ethylene production in higher plants, which in turn enhances leaf senescence (Apelbaum and Yang, 1981; McKeon et al., 1982; McMichael et al., 1972) indicating a further link of the aforementioned pathway to drought adaptation.
In drought‐resistant wild emmer wheat, miR166 was shown to be down‐regulated by drought stress (Kantar et al., 2011). Expression of miR166 is also regulated by two members of the GRAS family of TFs, SHORT‐ROOT (SHR) and SCARECROW (SCR). SHR and SCR are both sensitive to ABA (Cui et al., 2012). miR166 activated by SHR and SCR in turn down‐regulates the HD‐Zip TFs (Carlsbecker et al., 2010; Miyashima et al., 2011; Williams et al., 2005). By contrast, the HD‐Zip TF‐encoded gene Hahb‐4 was up‐regulated under drought stress and ABA treatments (Dezar et al., 2005). An ethylene‐responsive element was found in the promoter region of Hahb‐4 (Manavella et al., 2006). Correspondingly, in Arabidopsis, Hahb‐4 was found to be up‐regulated during ethylene‐mediated leaf senescence and transgenic overexpression of this gene enhanced drought tolerance (Manavella et al., 2006). However, it is unclear how miR166 regulates HD‐Zip TFs and what genes are regulated by HD‐Zip TFs.
Other drought‐inducible promoter elements in MIR genes
According to the unpublished data of M. Aukerman and W. Park, up‐regulated miR827 is considered to be necessary for drought tolerance in maize. miR399 and miR2111 have also been reported to be up‐regulated in M. truncatula under drought stress (Wang et al., 2011). These three miRNAs are reported to be up‐regulated by phosphate starvation in Arabidopsis (Bari et al., 2006; Hackenberg et al., 2012b; Hsieh et al., 2009; Pant et al., 2008). Previously, a member of the MYB TF super family was found to be involved in phosphate starvation signalling (Rubio et al., 2001). On the other hand, MYB TF‐binding sites are reported to be drought‐inducible promoter elements in Arabidopsis (Liu et al., 2008). It is possible that the MYB TF promoter‐binding sites facilitate both drought and phosphate starvation‐induced expression of MIR genes. In comparison of Arabidopsis and rice, little is known about cis‐regulatory elements in the promoters of miRNA genes in barley and wheat.
Strategies for functional analysis of miRNAs and their targets in plants
miRNAs are negative regulators of genes. Their short sequence length makes it relatively easy for them to base pair with other sequences, potentially allowing regulation of multiple genes. This, combined with the existence of gene–gene interaction networks, makes the biological implications of miRNA action difficult to ascertain. Generally, two transgenic strategies can be adopted to determine the functions of miRNAs. One is to use gain of function to increase miRNA expression and the other is loss of function to reduce or abolish miRNA expression. Gain of function can be achieved by overexpressing the miRNA, using a constitutive promoter such as the 35S or polyubiquitin promoters, or an inducible promoter that is activated only under certain conditions. Loss of function can be accomplished by overexpressing antisense miRNAs. Antisense miRNAs inactivate miRNA activities by base pairing with miRNAs and have been widely used in the functional analysis of animal miRNAs (Thomson et al., 2011). Artificial miRNAs (amiRNAs), generated by replacing the miRNA duplex regions in native miRNA precursors, can be used to achieve either gain or loss of function (Ossowski et al., 2008). Compared to miRNAs and antisense miRNAs, amiRNA sequences can be optimized for high efficiency because they are generated from the same locus in their precursors (Warthmann et al., 2008). A website is currently available for the automated design of amiRNAs (http://wmd3.weigelworld.org/cgi-bin/webapp.cgi?page=Home;project=stdwmd).
If miRNA's targets are known, then miRNA functions can be analysed by modulating the expression of the targets. The knockdown or abolishment of the transcription of miRNA's targets can be achieved using amiRNAs, which can specifically silence single or multiple genes of interest (Alvarez et al., 2006; Duan et al., 2008; Khraiwesh et al., 2008; Molnar et al., 2009; Ossowski et al., 2008; Schwab et al., 2006; Warthmann et al., 2008). Unlike antisense, the amiRNA sequence does not have to be perfectly complementary to the target sequence (Schwab et al., 2006; Warthmann et al., 2008). Therefore, specific nucleotides within the amiRNAs can be optimized to particular gene(s), which do not affect the pre‐miRNA processing and the biogenesis of mature miRNAs (Niu et al., 2006; Vaucheret et al., 2004; Warthmann et al., 2008; Zeng et al., 2002) and result in more accurate gene silencing (Duan et al., 2008; Park et al., 2009; Tang, 2010). miRNA mimics are another way to analyse functions of both miRNAs and their targets in both plants and animals (Franco‐Zorrilla et al., 2007; Thomson et al., 2011). miRNA mimics can be designed to target gene promoters, and these have been shown to work in human cells (Place et al., 2008). Different from endogenous miRNAs, miRNA mimics act in a gene‐specific manner. Either miRNA mimics, antisense miRNAs or amiRNAs can be used in transient assays for quickly examining the expression relationship between miRNAs and their targets (Johansen and Carrington, 2001).
Conclusion and future directions
Changing climate, variable weather patterns and other environmental stresses are a matter of concern for agricultural crop production. Drought is a stress limiting crop production and yield across the world. Drought tolerance is a complex trait involving a number of gene regulatory networks that miRNAs participate in. However, the mechanisms of miRNAs involvement in stress tolerance and their target regulatory networks are not well understood. This is partly due to the possibility of each endogenous miRNA regulating multiple genes and each gene being regulated by multiple miRNAs. Therefore, although many miRNAs have been identified from a variety of plants, some of which are shown to be drought regulated, the targets of these miRNA are still largely unknown. Hence, the major challenge ahead will be to discover the miRNA targets and how miRNAs function on the targets. This information will allow the identification of miRNAs/targets that influence drought tolerance. The other challenge will be to characterize the cis‐regulatory elements in the miRNAs genes, to determine the corresponding TFs and to describe how the miRNAs are regulated by drought. These data would offer new insights for understanding the action of miRNAs and their potential to be used to engineer enhanced drought stress tolerance.
Acknowledgement
We would like to express our sincere thanks to Dr. Nick Collins for his excellent English‐editing help.
The copyright line for this article was changed on 18 December 2015 after original publication.
References
- Abdel‐Ghany, S.E. and Pilon, M. (2008) MicroRNA‐mediated systemic down‐regulation of copper protein expression in response to low copper availability in Arabidopsis . J. Biol. Chem. 283, 15932–15945. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Allen, E. , Xie, Z.X. , Gustafson, A.M. and Carrington, J.C. (2005) microRNA‐directed phasing during trans‐acting siRNA biogenesis in plants. Cell, 121, 207–221. [DOI] [PubMed] [Google Scholar]
- Alonso‐Peral, M.M. , Sun, C. and Millar, A.A. (2012) MicroRNA159 can act as a switch or tuning microRNA independently of its abundance in Arabidopsis . PLoS ONE, 7, e34751. doi: 10.1371/journal.pone.0034751. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Alvarez, J.P. , Pekker, I. , Goldshmidt, A. , Blum, E. , Amsellem, Z. and Eshed, Y. (2006) Endogenous and synthetic microRNAs stimulate simultaneous, efficient, and localized regulation of multiple targets in diverse species. Plant Cell, 18, 1134–1151. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Apelbaum, A. and Yang, S.F. (1981) Biosynthesis of stress ethylene induced by water deficit. Plant Physiol. 68, 594–596. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Arenas‐Huertero, C. , Perez, B. , Rabanal, F. , Blanco‐Melo, D. , De la Rosa, C. , Estrada‐Navarrete, G. , Sanchez, F. , Alicia Covarrubias, A. and Luis Reyes, J. (2009) Conserved and novel miRNAs in the legume Phaseolus vulgaris in response to stress. Plant Mol. Biol. 70, 385–401. [DOI] [PubMed] [Google Scholar]
- Arteaga‐Vazquez, M. , Caballero‐Perez, J. and Viella‐Calzada, J.P. (2006) A family of microRNA present in plants and animals. Plant Cell, 18, 3355–3369. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Aukerman, M.J. and Sakai, H. (2003) Regulation of flowering time and floral organ identity by a microRNA and its APETALA2‐like target genes. Plant Cell, 15, 2730–2741. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Axtell, M.J. (2013) Classification and comparison of small RNAs from plants. Annu. Rev. Plant Biol. 64, 137–159. [DOI] [PubMed] [Google Scholar]
- Bao, N. , Lye, K.W. and Barton, M.K. (2004) MicroRNA binding sites in Arabidopsis class III HD‐ZIP mRNAs are required for methylation of the template chromosome. Dev. Cell, 7, 653–662. [DOI] [PubMed] [Google Scholar]
- Bari, R. , Pant, B.D. , Stitt, M. and Scheible, W.‐R. (2006) PHO2, microRNA399, and PHR1 define a phosphate‐signaling pathway in plants. Plant Physiol. 141, 988–999. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Barrera‐Figueroa, B.E. , Gao, L. , Diop, N.N. , Wu, Z. , Ehlers, J.D. , Roberts, P.A. , Close, T.J. , Zhu, J.K. and Liu, R. (2011) Identification and comparative analysis of drought‐associated microRNAs in two cowpea genotypes. BMC Plant Biol. 11, 127. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Barrera‐Figueroa, B.E. , Gao, L. , Wu, Z. , Zhou, X. , Zhu, J. , Jin, H. , Liu, R. and Zhu, J.K. (2012) High throughput sequencing reveals novel and abiotic stress‐regulated microRNAs in the inflorescences of rice. BMC Plant Biol., 12, 132 doi: 10.1186/1471-2229-12-132. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Bartel, D.P. (2004) MicroRNAs: genomics, biogenesis, mechanism, and function. Cell, 116, 281–297. [DOI] [PubMed] [Google Scholar]
- Bartels, D. and Sunkar, R. (2005) Drought and salt tolerance in plants. Crit. Rev. Plant Sci. 24, 23–58. [Google Scholar]
- Baumberger, N. and Baulcombe, D.C. (2005) Arabidopsis ARGONAUTE1 is an RNA slicer that selectively recruits microRNAs and short interfering RNAs. Proc. Natl Acad. Sci. USA, 102, 3691–3696. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Berger, Y. , Harpaz‐Saad, S. , Brand, A. , Melnik, H. , Sirding, N. , Alvarez, J.P. , Zinder, M. , Samach, A. , Eshed, Y. and Ori, N. (2009) The NAC‐domaintranscription factor GOBLET specifies leaflet boundaries in compound tomato leaves. Development, 136, 823–832. [DOI] [PubMed] [Google Scholar]
- Bian, H. , Xie, Y. , Guo, F. , Han, N. , Ma, S. , Zeng, Z. , Wang, J. , Yang, Y. and Zhu, M. (2012) Distinctive expression patterns and roles of the miRNA393/TIR1 homolog module in regulating flag leaf inclination and primary and crown root growth in rice (Oryza sativa). New Phytol., 196, 149e161. [DOI] [PubMed] [Google Scholar]
- Brodersen, P. and Voinnet, O. (2009) Revisiting the principles of microRNA target recognition and mode of action. Nat. Rev. Mol. Cell Biol. 10, 141–148. [DOI] [PubMed] [Google Scholar]
- Brodersen, P. , Achard, L.S. , Rasmussen, M.B. , Dunoyer, P. , Yamamoto, Y.Y. , Sieburth, L. et al (2008) Widespread translational inhibition by plant miRNAs and siRNAs. Science, 320, 1185–1190. [DOI] [PubMed] [Google Scholar]
- Carlsbecker, A. , Lee, J.‐Y. , Roberts, C.J. , Dettmer, J. , Lehesranta, S. , Zhou, J. , Lindgren, O. , Moreno‐Risueno, M.A. , Vaten, A. , Thitamadee, S. , Campilho, A. , Sebastian, J. , Bowman, J.L. , Helariutta, Y. and Benfey, P.N. (2010) Cell signalling by microRNA165/6 directs gene dose‐dependent root cell fate. Nature, 465, 316–321. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Ceccarelli, S. and Grando, S. (1997) Drought as a challenge for the plant breeder In Drought Tolerance in Higher Plants: Genetical, Physiological and Molecular Biological Analysis (Belhassen E., ed.), pp. 71–77. Dordrecht, the Netherlands: Springer. [Google Scholar]
- Chan, S.W.L. , Henderson, I.R. and Jacobsen, S.E. (2005) Gardening the genome: DNA methylation in Arabidopsis thaliana . Nat. Rev. Genet. 6, 351–360. [DOI] [PubMed] [Google Scholar]
- Chellappan, P. , Xia, J. , Zhou, X. , Gao, S. , Zhang, X. , Coutino, G. , Vazquez, F. , Zhang, W. and Jin, H. (2010) siRNAs from miRNA sites mediate DNA methylation of target genes. Nucleic Acids Res. 38, 6883–6894. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Chen, X. (2004) A microRNA as a translational repressor of APETALA2 in Arabidopsis flower development. Science, 303, 2022–2025. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Chen, X. (2009) Small RNAs and their roles in plant development. Annu. Rev. Cell Dev. Biol. 25, 21–44. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Chen, Z.H. , Bao, M.L. , Sun, Y.Z. , Yang, Y.J. , Xu, X.H. , Wang, J.H. , Han, N. , Bian, H.W. and Zhu, M.Y. (2011) Regulation of auxin response by miR393‐targeted transport inhibitor response protein 1 is involved in normal development in Arabidopsis . Plant Mol. Biol. 77, 619e629. [DOI] [PubMed] [Google Scholar]
- Chen, H. , Li, Z. and Xiong, L. (2012) A plant microRNA regulates the adaptation of roots to drought stress. FEBS Lett. 586, 1742–1747. [DOI] [PubMed] [Google Scholar]
- Colaiacovo, M. , Subacchi, A. , Bagnaresi, P. , Lamontanara, A. , Cattivelli, L. and Faccioli, P. (2010) A computational‐based update on microRNAs and their targets in barley (Hordeum vulgare L.). BMC Genomics, 11, 595, doi: 10.1186/1471-2164-11-595. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Covarrubias, A.A. and Reyes, J.L. (2010) Post‐transcriptional gene regulation of salinity and drought responses by plant microRNAs. Plant, Cell Environ. 33, 481–489. [DOI] [PubMed] [Google Scholar]
- Cui, H. , Hao, Y. and Kong, D. (2012) SCARECROW has a SHORT‐ROOT‐independent role in modulating the sugar response. Plant Physiol. 158, 1769–1778. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Curaba, J. , Spriggs, A. , Taylor, J. , Li, Z. and Helliwell, C. (2012) miRNA regulation in the early development of barley seed. BMC Plant Biol. 12, 120. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Curaba, J. , Talbot, M. , Li, Z. and Helliwell, C. (2013) Over‐expression of microRNA171 affects phase transitions and floral meristem determinancy in barley. BMC Plant Biol. 13, 6, doi: 10.1186/1471-2229-13-6. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Cutler, S.R. , Rodriguez, P.L. , Finkelstein, R.R. and Abrams, S.R. (2010) Abscisic acid: emergence of a core signaling network. Annu. Rev. Plant Biol. 61, 651–679. [DOI] [PubMed] [Google Scholar]
- Dezar, C.A. , Fedrigo, G.V. and Chan, R.L. (2005) The promoter of the sunflower HD‐Zip protein gene Hahb4 directs tissue‐specific expression and is inducible by water stress, high salt concentrations and ABA. Plant Sci. 169, 447–456. [Google Scholar]
- Dharmasiri, S. and Estelle, M. (2002) The role of regulated protein degradation in auxin response. Plant Mol. Biol. 49, 401–408. [PubMed] [Google Scholar]
- Ding, Y.‐F. and Zhu, C. (2009) The role of microRNAs in copper and cadmium homeostasis. Biochem. Biophys. Res. Commun. 386, 6–10. [DOI] [PubMed] [Google Scholar]
- Ding, Y. , Tao, Y. and Zhu, C. (2013) Emerging roles of microRNAs in the mediation of drought stress response in plants. J. Exp. Bot. 64, 3077–3086. [DOI] [PubMed] [Google Scholar]
- Dryanova, A. , Zakharov, A. and Gulick, P.J. (2008) Data mining for miRNAs and their targets in the Triticeae. Genome, 51, 433–443. [DOI] [PubMed] [Google Scholar]
- Duan, C.G. , Wang, C.H. , Fang, R.X. and Guo, H.S. (2008) Artificial microRNAs highly accessible to targets confer efficient virus resistance in plants. J. Virol. 82, 11084–11095. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Efroni, I. , Blum, E. , Goldshmidt, A. and Eshed, Y. (2008) A protracted and dynamic maturation schedule underlies Arabidopsis leaf development. Plant Cell, 20, 2293–2306. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Eldem, V. , Akcay, U.C. , Ozhuner, E. , Bakir, Y. , Uranbey, S. and Unver, T. (2012) Genome‐wide identification of miRNAs responsive to drought in peach (Prunus persica) by high‐throughput deep sequencing. PLoS ONE, 7, e50298. doi: 10.1371/journal.pone.0050298. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Eulalio, A. , Huntzinger, E. and Izaurralde, E. (2008) Getting to the root of miRNA‐mediated gene silencing. Cell, 132, 9–14. [DOI] [PubMed] [Google Scholar]
- Feng, H. , Zhang, Q. , Wang, Q. , Wang, X. , Liu, J. , Li, M. , Huang, L. and Kang, Z. (2013) Target of tae‐miR408, a chemocyanin‐like protein gene (TaCLP1), plays positive roles in wheat response to high‐salinity, heavy cupric stress and stripe rust. Plant Mol. Biol. 83, 433e443. [DOI] [PubMed] [Google Scholar]
- Ferreira, T.H. , Gentile, A. , Vilela, R.D. , Lacerda Costa, G.G. , Dias, L.I. , Endres, L. and Menossi, M. (2012) microRNAs associated with drought response in the bioenergy crop sugarcane (Saccharum spp.). PLoS ONE, 7, DOI: 10.1371/journal.pone.0046703. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Floris, M. , Mahgoub, H. , Lanet, E. , Robaglia, C. and Menand, B. (2009) Post‐transcriptional regulation of gene expression in plants during abiotic stress. Int. J. Mol. Sci. 10, 3168–3185. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Franco‐Zorrilla, J.M. , Valli, A. , Todesco, M. , Mateos, I. , Puga, M.I. , Rubio‐Somoza, I. , Leyva, A. , Weigel, D. , Garcia, J.A. and Paz‐Ares, J. (2007) Target mimicry provides a new mechanism for regulation of microRNA activity. Nat. Genet. 39, 1033–1037. [DOI] [PubMed] [Google Scholar]
- Frazier, T.P. , Sun, G. , Burklew, C.E. and Zhang, B. (2011) Salt and drought stresses induce the aberrant expression of microRNA genes in tobacco. Mol. Biotechnol. 49, 159–165. [DOI] [PubMed] [Google Scholar]
- Gandikota, M. , Birkenbihl, R.P. , Hohmann, S. , Cardon, G.H. , Saedler, H. and Huijser, P. (2007) The miRNA156/157 recognition element in the 30 UTR of the Arabidopsis SBP box gene SPL3 prevents early flowering by translational inhibition in seedlings. Plant J. 49, 683–693. [DOI] [PubMed] [Google Scholar]
- Gao, P. , Bai, X. , Yang, L. , Lv, D. , Pan, X. , Li, Y. , Cai, H. , Ji, W. , Chen, Q. and Zhu, Y. (2011) Osa‐MIR393: a salinity‐ and alkaline stress‐related microRNA gene. Mol. Biol. Rep. 38, 237–242. [DOI] [PubMed] [Google Scholar]
- Griffiths, C.A. , Gaff, D.F. and Neale, A.D. (2014) Drying without senescence in resurrection plants. Front. Plant Sci. 5, 36. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Griffiths‐Jones, S. , Saini, H.K. , van Dongen, S. and Enright, A.J. (2008) miRBase: tools for microRNA genomics. Nucleic Acids Res. 36, D154–D158. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Gu, S. and Kay, M.A. (2010) How do miRNAs mediate translational repression? Silence, 1, 11. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Gupta, O.P. , Permar, V. , Koundal, V. , Singh, U.D. and Praveen, S. (2012) MicroRNA regulated defense responses in Triticum aestivum L. during Puccinia graminis f. sp. tritici infection. Mol. Biol. Rep., 39, 817e824. [DOI] [PubMed] [Google Scholar]
- Hackenberg, M. , Shi, B.‐J. , Gustafson, P. and Langridge, P. (2012a) A transgenic transcription factor (TaDREB3) in barley affects the expression of microRNAs and other small non‐coding RNAs. PLoS ONE, 7, e42030. doi: 10.1371/journal.pone.0042030. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Hackenberg, M. , Huang, P.J. , Huang, C.Y. , Shi, B.J. , Gustafson, P. and Langridge, P. (2012b) A comprehensive expression profile of microRNAs and other classes of non‐coding small RNAs in barley under phosphorous‐deficient and ‐sufficient conditions. DNA Res. 20, 109–125. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Hackenberg, M. , Shi, B.J. , Gustafson, P. and Langridge, P. (2013) Characterization of phosphorus‐regulated miR399 and miR827 and their isomirs in barley under different phosphorus conditions. BMC Plant Biol. 13, 214. doi: 10.1186/1471-2229-13-214. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Hackenberg, M. , Gustafson, P. , Langridge, P. and Shi, B.J. (2014) Differential expression of microRNAs and other small RNAs in barley between water and drought conditions. Plant Biotechnol. J. doi: 10.1111/pbi.12220. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Han, R. , Jian, C. , Lv, J. , Yan, Y. , Chi, Q. , Li, Z. , Wang, Q. , Zhang, J. , Liu, X. and Zhao, H. (2014) Identification and characterization of microRNAs in the flag leaf and developing seed of wheat (Triticum aestivum L.). BMC Genomics, 15, 289. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Hsieh, L.‐C. , Lin, S.‐I. , Shih, A.C.‐C. , Chen, J.‐W. , Lin, W.‐Y. , Tseng, C.‐Y. , Li, W.‐H. and Chiou, T.‐J. (2009) Uncovering small RNA‐mediated responses to phosphate deficiency in Arabidopsis by deep sequencing. Plant Physiol. 151, 2120–2132. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Hu, H. , Dai, M. , Yao, J. , Xiao, B. , Li, X. , Zhang, Q. and Xiong, L. (2006) Overexpressing a NAM, ATAF, and CUC (NAC) transcription factor enhances drought resistance and salt tolerance in rice. Proc. Natl Acad. Sci. USA, 103, 12987–12992. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Huang, S.Q. , Xiang, A.L. , Che, L.L. , Chen, S. , Li, H. , Song, J.B. and Yang, Z.M. (2010) A set of miRNAs from Brassica napus in response to sulphate deficiency and cadmium stress. Plant Biotechnol. J. 8, 887–899. [DOI] [PubMed] [Google Scholar]
- Jagadeeswaran, G. , Zheng, Y. , Li, Y.F. , Shukla, L.I. , Matts, J. , Hoyt, P. , Macmil, S.L. , Wiley, G.B. , Roe, B.A. , Zhang, W. and Sunkar, R. (2009) Cloning and characterization of small RNAs from Medicago truncatula reveals four novel legume‐specific microRNA families. New Phytol. 184, 85–98. [DOI] [PubMed] [Google Scholar]
- Jia, X. , Wang, W.X. , Ren, L. , Chen, Q.J. , Mendu, V. , Willcut, B. , Dinkins, R. , Tang, X. and Tang, G. (2009) Differential and dynamic regulation of miR398 in response to ABA and salt stress in Populus tremula and Arabidopsis thaliana . Plant Mol. Biol. 71, 51–59. [DOI] [PubMed] [Google Scholar]
- Jian, X. , Zhang, L. , Li, G. , Zhang, L. , Wang, X. , Cao, X. , Fang, X. and Chen, F. (2010) Identification of novel stress regulated microRNAs from Oryza sativa L. Genomics, 95, 47–55. [DOI] [PubMed] [Google Scholar]
- Jin, W. , Li, N. , Zhang, B. , Wu, F. , Li, W. , Guo, A. and Deng, Z. (2008) Identification and verification of microRNA in wheat (Triticum aestivum). J. Plant. Res. 121, 351–355. [DOI] [PubMed] [Google Scholar]
- Johanson, T.M. , Lew, A.M. and Chong, M.M. (2013) MicroRNA‐independent roles of the RNase III enzymes Drosha and Dicer. Open Biol. 3, 130144. doi: 10.1098/rsob.130144. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Johansen, L.K. and Carrington, J.C. (2001) Silencing on the spot. Induction and suppression of RNA silencing in the Agrobacterium‐mediated transient expression system. Plant Physiol. 126, 930–938. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Jones‐Rhoades, M.W. and Bartel, D.P. (2004) Computational identification of plant microRNAs and their targets, including a stress‐induced miRNA. Mol. Cell, 14, 787–799.30144. [DOI] [PubMed] [Google Scholar]
- Jones‐Rhoades, M.W. , Bartel, D.P. and Bartel, B. (2006) MicroRNAs and their regulatory roles in plants. Annu. Rev. Plant Biol. 57, 19–53. [DOI] [PubMed] [Google Scholar]
- Kantar, M. , Unver, T. and Budak, H. (2010) Regulation of barley miRNAs upon dehydration stress correlated with target gene expression. Funct. Integr. Genomics, 10, 493–507. [DOI] [PubMed] [Google Scholar]
- Kantar, M. , Lucas, S. and Budak, H. (2011) miRNA expression patterns of Triticum dicoccoides in response to shock drought stress. Planta, 233, 471–484. [DOI] [PubMed] [Google Scholar]
- Khraiwesh, B. , Ossowski, S. , Weigel, D. , Reski, R. and Frank, W. (2008) Specific gene silencing by artificial MicroRNAs in Physcomitrella patens: an alternative to targeted gene knockouts. Plant Physiol. 148, 684–693. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Khraiwesh, B. , Arif, M.A. , Seumel, G.I. , Ossowski, S. , Weigel, D. , Reski, R. and Frank, W. (2010) Transcriptional control of gene expression by microRNAs. Cell, 140, 111–122. [DOI] [PubMed] [Google Scholar]
- Khraiwesh, B. , Zhu, J.K. and Zhu, J. (2012) Role of miRNAs and siRNAs in biotic and abiotic stress responses of plants. Biochim. Biophys. Acta, 1819, 137–148. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Kim, V.N. (2005) MicroRNA biogenesis: coordinated cropping and dicing. Nat. Rev. Mol. Cell Biol. 6, 376–385. [DOI] [PubMed] [Google Scholar]
- Kim, J. , Jung, J.H. , Reyes, J.L. , Kim, Y.S. , Kim, S.Y. , Chung, K.S. , Kim, J.A. , Lee, M. , Lee, Y. , Narry Kim, V. , Chua, N.H. and Park, C.M. (2005) microRNA‐directed cleavage of ATHB15 mRNA regulates vascular development in Arabidopsis inflorescence stems. Plant J. 42, 84–94. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Kim, D.H. , Saetrom, P. , Snove, O. and Rossi, J.J. (2008) MicroRNA‐directed transcriptional gene silencing in mammalian cells. Proc. Natl Acad. Sci. USA, 105, 16230–16235. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Kim, J.H. , Woo, H.R. , Kim, J. , Lim, P.O. , Lee, I.C. , Choi, S.H. , Hwang, D. and Nam, H.G. (2009) Trifurcate feed‐forward regulation of age‐dependent cell death involving miR164 in Arabidopsis . Science, 323, 1053–1057. [DOI] [PubMed] [Google Scholar]
- Kong, W.W. and Yang, Z.M. (2010) Identification of iron‐deficiency responsive microRNA genes and cis‐elements in Arabidopsis . Plant Physiol. Biochem. 48, 153–159. [DOI] [PubMed] [Google Scholar]
- Kulcheski, F.R. , de Oliveira, L.F. , Molina, L.G. , Almerao, M.P. , Rodrigues, F.A. , Marcolino, J. , Barbosa, J.F. , Stolf‐Moreira, R. , Nepomuceno, A.L. , Marcelino‐Guimaraes, F.C. , Abdelnoor, R.V. , Nascimento, L.C. , Carazzolle, M.F. , Pereira, G.A. and Margis, R. (2011) Identification of novel soybean microRNAs involved in abiotic and biotic stresses. BMC Genomics, 12, 307. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Lagos‐Quintana, M. , Rauhut, R. , Lendeckel, W. and Tuschl, T. (2001) Identification of novel genes coding for small expressed RNAs. Science, 294, 853–858. [DOI] [PubMed] [Google Scholar]
- Lau, N.C. , Lim, L.P. , Weinstein, E.G. and Bartel, D.P. (2001) An abundant class of tiny RNAs with probable regulatory roles in Caenorhabditis elegans . Science, 294, 858–862. [DOI] [PubMed] [Google Scholar]
- Lawlor, D.W. (2013) Genetic engineering to improve plant performance under drought: physiological evaluation of achievements, limitations, and possibilities. J. Exp. Bot. 64, 83–108. [DOI] [PubMed] [Google Scholar]
- Lee, R.C. and Ambros, V. (2001) An extensive class of small RNAs in Caenorhabditis elegans . Science, 294, 862–864. [DOI] [PubMed] [Google Scholar]
- Lee, R.C. , Feinbaum, R.L. and Ambros, V. (1993) The C‐elegans heterochronic gene lin‐4 encodes small RNAs with antisense complementarity to lin‐14 . Cell, 75, 843–854. [DOI] [PubMed] [Google Scholar]
- Lee, Y. , Kim, M. , Han, J.J. , Yeom, K.H. , Lee, S. , Baek, S.H. and Kim, V.N. (2004) MicroRNA genes are transcribed by RNA polymerase II. EMBO J. 23, 4051–4060. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Li, W.X. , Oono, Y. , Zhu, J. , He, X.J. , Wu, J.M. , Iida, K. , Lu, X.Y. , Cui, X. , Jin, H. and Zhu, J.K. (2008) The Arabidopsis NFYA5 transcription factor is regulated transcriptionally and posttranscriptionally to promote drought resistance. Plant Cell, 20, 2238–2251. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Li, H. , Dong, Y. , Yin, H. , Wang, N. , Yang, J. , Liu, X. , Wang, Y. , Wu, J. and Li, X. (2011a) Characterization of the stress associated microRNAs in Glycine max by deep sequencing. BMC Plant Biol. 11, 170. doi: 10.1186/1471-2229-11-170. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Li, B. , Qin, Y. , Duan, H. , Yin, W. and Xia, X. (2011b) Genome‐wide characterization of new and drought stress responsive microRNAs in Populus euphratica . J. Exp. Bot. 62, 3765–3779. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Li, B. , Duan, H. , Li, H. , Deng, X.W. , Yin, W. and Xia, X. (2013) Global identification of miRNAs and targets in Populus euphratica under salt stress. Plant Mol. Biol. 81, 525–539. [DOI] [PubMed] [Google Scholar]
- Liang, G. , Yang, F. and Yu, D. (2010) MicroRNA395 mediates regulation of sulfate accumulation and allocation in Arabidopsis thaliana . Plant J. 62, 1046–1057. [DOI] [PubMed] [Google Scholar]
- Lim, P.O. , Kim, H.J. and Nam, H.G. (2007) Leaf senescence. Annu. Rev. Plant Biol. 58, 115–136. [DOI] [PubMed] [Google Scholar]
- Liu, Q. and Chen, Y.Q. (2009) Insights into the mechanism of plant development: interactions of miRNAs pathway with phytohormone response. Biochem. Biophys. Res. Commun. 384, 1–5. [DOI] [PubMed] [Google Scholar]
- Liu, D. and Yu, D. (2009) MicroRNA (miR396) negatively regulates expression of ceramidase‐like genes in Arabidopsis. Prog. Nat. Sci. 19, 781–785. [Google Scholar]
- Liu, P.P. , Montgomery, T.A. , Fahlgren, N. , Kasschau, K.D. , Nonogaki, H. and Carrington, J.C. (2007) Repression of AUXIN RESPONSE FACTOR10 by microRNA160 is critical for seed germination and post‐germination stages. Plant J. 52, 133–146. [DOI] [PubMed] [Google Scholar]
- Liu, H.H. , Tian, X. , Li, Y.J. , Wu, C.A. and Zheng, C.C. (2008) Microarray‐based analysis of stress‐regulated microRNAs in Arabidopsis thaliana . RNA, 14, 836–843. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Liu, Z. , Kumari, S. , Zhang, L. , Zheng, Y. and Ware, D. (2012) Characterization of miRNAs in response to short‐term waterlogging in three inbred lines of Zea mays . PLoS ONE, 7, DOI: 10.1371/journal.pone.0039786. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Llave, C. (2004) MicroRNAs: more than a role in plant development? Mol. Plant Pathol. 5, 361–366. [DOI] [PubMed] [Google Scholar]
- Llave, C. , Xie, Z. , Kasschau, K.D. and Carrington, J.C. (2002) Cleavage of scarecrow‐like mRNA targets directed by a class of Arabidopsis miRNA. Science, 297, 2053–2056. [DOI] [PubMed] [Google Scholar]
- Lu, S.F. , Sun, Y.H. , Shi, R. , Clark, C. , Li, L.G. and Chiang, V.L. (2005) Novel and mechanical stress‐responsive microRNAs in Populus trichocarpa that are absent from Arabidopsis . Plant Cell, 17, 2186–2203. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Lu, S. , Sun, Y.‐H. and Chiang, V.L. (2008) Stress‐responsive microRNAs in Populus . Plant J. 55, 131–151. [DOI] [PubMed] [Google Scholar]
- Lucas, S.J. and Budak, H. (2012) Sorting the wheat from the chaff: identifying miRNAs in genomic survey sequences of Triticum aestivum chromosome 1AL. PLoS ONE, 7, e40859. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Lv, S. , Nie, X. , Wang, L. , Du, X. , Biradar, S.S. , Jia, X. and Weining, S. (2012) Identification and characterization of microRNAs from barley (Hordeum vulgare L.) by high‐throughput sequencing. Int. J. Mol. Sci. 13, 2973–2984. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Maizel, A. and Jouannet, V. (2012) Trans‐acting small interfering RNAs: biogenesis, mode of action, and role in plant development In MicroRNAs in Plant Development and Stress Responses (Sunkar R., ed.), pp. 83–108. Heidelberg, Berlin: Springer‐Verlag. [Google Scholar]
- Manavella, P.A. , Arce, A.L. , Dezar, C.A. , Bitton, F. , Renou, J.P. , Crespi, M. and Chan, R.L. (2006) Cross‐talk between ethylene and drought signalling pathways is mediated by the sunflower Hahb‐4 transcription factor. Plant J. 48, 125–137. [DOI] [PubMed] [Google Scholar]
- Mantri, N. , Basker, N. , Ford, R. , Pang, E. and Pardeshi, V. (2013) The role of micro‐ribonucleic acids in legumes with a focus on abiotic stress response. Plant Genome, 6, 1–14. [Google Scholar]
- Matzke, M. , Kanno, T. , Daxinger, L. , Huettel, B. and Matzke, A.J.M. (2009) RNA‐mediated chromatin‐based silencing in plants. Curr. Opin. Cell Biol. 21, 367–376. [DOI] [PubMed] [Google Scholar]
- McKeon, T.A. , Hoffman, N.E. and Yang, S.F. (1982) The effect of plant‐hormone pretreatments on ethylene production and synthesis of 1‐aminocyclopropane‐1‐carboxylic acid in water‐stressed wheat leaves. Planta, 155, 437–443. [DOI] [PubMed] [Google Scholar]
- McMichael, B.L. , Jordan, W.R. and Powell, R.D. (1972) An effect of water stress on ethylene production by intact cotton petioles. Plant Physiol. 49, 658–660. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Meng, Y. , Huang, F. , Shi, Q. , Cao, J. , Chen, D. , Zhang, J. , Ni, J. , Wu, P. and Chen, M. (2009) Genome‐wide survey of rice microRNAs and microRNA–target pairs in the root of a novel auxin‐resistant mutant. Planta, 230, 883–898. [DOI] [PubMed] [Google Scholar]
- Meng, F.R. , Liu, H. , Wang, K.T. , Liu, L.L. , Wang, S.H. , Zhao, Y.H. , Yin, J. and Li, Y.C. (2013) Development associatedmicroRNAs in grains of wheat (Triticum aestivum L.). BMC Plant Biol. 13, 140. doi: 10.1186/1471-2229-13-140. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Miyashima, S. , Koi, S. , Hashimoto, T. and Nakajima, K. (2011) Non‐cell‐autonomous microRNA165 acts in a dose‐dependent manner to regulate multiple differentiation status in the Arabidopsis root. Development, 138, 2303–2313. [DOI] [PubMed] [Google Scholar]
- Molnar, A. , Bassett, A. , Thuenemann, E. , Schwach, F. , Karkare, S. , Ossowski, S. , Weigel, D. and Baulcombe, D. (2009) Highly specific gene silencing by artificial microRNAs in the unicellular alga Chlamydomonas reinhardtii . Plant J. 58, 165–174. [DOI] [PubMed] [Google Scholar]
- Morran, S. , Eini, O. , Pyvovarenko, T. , Parent, B. , Singh, R. , Ismagul, A. , Eliby, S. , Shirley, N. , Langridge, P. and Lopato, S. (2011) Improvement of stress tolerance of wheat and barley by modulation of expression of DREB/CBF factors. Plant Biotechnol. J. 9, 230–249. [DOI] [PubMed] [Google Scholar]
- Mundy, J. , Yamaguchishinozaki, K. and Chua, N.H. (1990) Nuclear proteins bind conserved elements in the abscisic acid‐responsive promoter of a rice rab gene. Proc. Natl Acad. Sci. USA, 87, 1406–1410. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Navarro, L. , Dunoyer, P. , Jay, F. , Arnold, B. , Dharmasiri, N. , Estelle, M. , Voinnet, O. and Jones, J.D. (2006) A plant miRNA contributes to antibacterial resistance by repressing auxin signaling. Science, 312, 436–443. [DOI] [PubMed] [Google Scholar]
- Nambara, E. and Marion‐Poll, A. (2005) Abscisic acid biosynthesis and catabolism. Annu. Rev. Plant Biol. 56, 165–185. [DOI] [PubMed] [Google Scholar]
- Nezhadahmadi, A. , Prodhan, Z.H. and Faruq, G. (2013) Drought tolerance in wheat. ScientificWorldJournal, doi: 10.1155/2013/610721. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Ni, Z. , Hu, Z. , Jiang, Q. and Zhang, H. (2012) Overexpression of gma‐MIR394a confers tolerance to drought in transgenic Arabidopsis thaliana . Biochem. Biophys. Res. Commun. 427, 330–335. [DOI] [PubMed] [Google Scholar]
- Nilsen, E.T. and Orcutte, D.M. (1996) Phytohormone and plant responses to stress In Physiology of Plants Under Stress: Abiotic Factors (Nilsen E.T. and Orcutte D.M., eds), pp. 183–198. New York: Wiley. [Google Scholar]
- Niu, Q.W. , Lin, S.S. , Reyes, J.L. , Chen, K.C. , Wu, H.W. , Yeh, S.D. and Chua, N.H. (2006) Expression of artificial microRNAs in transgenic Arabidopsis thaliana confers virus resistance. Nat. Biotechnol. 24, 1420–1428. [DOI] [PubMed] [Google Scholar]
- Okamura, K. , Phillips, M.D. , Tyler, D.M. , Duan, H. , Chou, Y.T. and Lai, E.C. (2008) The regulatory activity of microRNA* species has substancial influence on microRNA and 3′ UTR evolution. Nat. Struct. Mol. Biol. 15, 354–363. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Okamura, K. , Ladewig, E. , Zhou, L. and Lai, E.C. (2013) Functional small RNAs are generated from select miRNA hairpin loops in flies and mammals. Genes Dev. 27, 778–792. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Ossowski, S. , Schwab, R. and Weigel, D. (2008) Gene silencing in plants using artificial microRNAs and other small RNAs. Plant J. 53, 674–690. [DOI] [PubMed] [Google Scholar]
- Ozhuner, E. , Eldem, V. , Ipek, A. , Okay, S. , Sakcali, S. , Zhang, B. , Boke, H. and Unver, T. (2013) Boron stress responsive microRNAs and their targets in barley. PLoS ONE, 8, e59543. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Pandey, R. , Joshi, G. , Bhardwaj, A.R. , Agarwal, M. and Katiyar‐Agarwal, S. (2014) A comprehensive genome‐wide study on tissue‐specific and abiotic stress‐specific miRNAs in Triticum aestivum . PLoS ONE, 9, e95800. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Pant, B.D. , Buhtz, A. , Kehr, J. and Scheible, W.R. (2008) MicroRNA399 is a long‐distance signal for the regulation of plant phosphate homeostasis. Plant J. 53, 731–738. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Park, M.Y. , Wu, G. , Gonzalez‐Sulser, A. , Vaucheret, H. and Poethig, R.S. (2005) Nuclear processing and export of microRNAs in Arabidopsis . Proc. Natl Acad. Sci. USA, 102, 3691–3696. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Park, W. , Zhai, J. and Lee, J. (2009) Highly efficient gene silencing using perfect complementary artificial miRNA targeting AP1 or heteromeric artificial miRNA targeting AP1 and CAL genes. Plant Cell Rep. 28, 469–480. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Place, R.F. , Li, L.C. , Pookot, D. , Noonan, E.J. and Dahiya, R. (2008) MicroRNA‐373 induces expression of genes with complementary promoter sequences. Proc. Natl Acad. Sci. USA, 105, 1608–1613. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Qin, Y. , Duan, Z. , Xia, X. and Yin, W. (2011) Expression profiles of precursor and mature microRNAs under dehydration and high salinity shock in Populus euphratica . Plant Cell Rep. 30, 1893–1907. [DOI] [PubMed] [Google Scholar]
- Reinhart, B.J. , Weinstein, E.G. , Rhoades, M.W. , Bartel, B. and Bartel, D.P. (2002) MicroRNAs in plants. Genes Dev. 16, 1616–1626. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Ren, Y. , Chen, L. , Zhang, Y. , Kang, X. , Zhang, Z. and Wang, Y. (2012) Identification of novel and conserved Populus tomentosa microRNA as components of a response to water stress. Funct. Integr. Genomics, 12, 327–339. [DOI] [PubMed] [Google Scholar]
- Reyes, J.L. and Chua, N.H. (2007) ABA induction of miR159 controls transcript levels of two MYB factors during Arabidopsis seed germination. Plant J. 49, 592–606. [DOI] [PubMed] [Google Scholar]
- Rodriguez, R.E. , Mecchia, M.A. , Debernardi, J.M. , Schommer, C. , Weigel, D. and Palatnik, J.F. (2010) Control of cell proliferation in Arabidopsis thaliana by microRNA miR396. Development, 137, 103–112. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Rodriguez‐Gacio, M.D.C. , Matilla‐Vazquez, M.A. and Matilla, A.J. (2009) Seed dormancy and ABA signaling: the breakthrough goes on. Plant Signal. Behav., 4, 1035–1049. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Ronemus, M. and Martienssen, R. (2005) RNA interference – methylation mystery. Nature, 433, 472–473. [DOI] [PubMed] [Google Scholar]
- Rubio, V. , Linhares, F. , Solano, R. , Martin, A.C. , Iglesias, J. , Leyva, A. and Paz‐Ares, J. (2001) A conserved MYB transcription factor involved in phosphate starvation signaling both in vascular plants and in unicellular algae. Genes Dev. 15, 2122–2133. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Sarvepalli, K. and Nath, U. (2011) Hyper‐activation of the TCP4 transcription factor in Arabidopsis thaliana accelerates multiple aspects of plant maturation. Plant J. 67, 595–607. [DOI] [PubMed] [Google Scholar]
- Schommer, C. , Palatnik, J.F. , Aggarwal, P. , Chetelat, A. , Cubas, P. , Farmer, E.E. , Nath, U. and Weigel, D. (2008) Control of jasmonate biosynthesis and senescence by miR319 targets. PLoS Biol. 6, 1991–2001. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Schreiber, A. , Shi, B.‐J. , Huang, C.‐Y. , Langridge, P. and Baumann, U. (2011) Discovery of barley miRNAs through deep sequencing of short reads. BMC Genomics, 12, 1–21. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Schwab, R. , Ossowski, S. , Riester, M. , Warthmann, N. and Weigel, D. (2006) Highly specific gene silencing by artificial microRNAs in Arabidopsis . Plant Cell, 18, 1121–1133. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Shabalina, S.A. and Koonin, E.V. (2008) Origins and evolution of eukaryotic RNA interference. Trends Ecol. Evol. 23, 578–587. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Shinozaki, K. and Yamaguchi‐Shinozaki, K. (2007) Gene networks involved in drought stress response and tolerance. J. Exp. Bot. 58, 221–227. [DOI] [PubMed] [Google Scholar]
- Shuai, P. , Liang, D. , Zhang, Z. , Yin, W. and Xia, X. (2013) Identification of drought‐responsive and novel Populus trichocarpa microRNAs by high‐throughput sequencing and their targets using degradome analysis. BMC Genomics, 14, 233, doi: 10.1186/1471-2164-14-233. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Song, J.B. , Huang, S.Q. , Dalmay, T. and Yang, Z.M. (2012) Regulation of leaf morphology by microRNA394 and its target leaf curling responsiveness. Plant Cell Physiol. 53, 1283–1294. [DOI] [PubMed] [Google Scholar]
- Sun, G. (2012) MicroRNAs and their diverse functions in plants. Plant Mol. Biol. 80, 17–36. [DOI] [PubMed] [Google Scholar]
- Sun, G. , Stewart, C.N. Jr , Xiao, P. and Zhang, B. (2012b) MicroRNA expression analysis in the cellulosic biofuel crop switchgrass (Panicum virgatum) under abiotic stress. PLoS ONE, 7, doi: 10.1371/journal.pone.0032017. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Sun, F. , Guo, G. , Du, J. , Guo, W. , Peng, H. , Ni, Z. , Sun, Q. and Yao, Y. (2014) Whole‐genome discovery of miRNAs and their targets in wheat (Triticum aestivum L.). BMC Plant Biol. 14, 142. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Sunkar, R. and Zhu, J.K. (2004) Novel and stress‐regulated microRNAs and other small RNAs from Arabidopsis . Plant Cell, 16, 2001–2019. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Sunkar, R. , Kapoor, A. and Zhu, J.K. (2006) Posttranscriptional induction of two Cu/Zn superoxide dismutase genes in Arabidopsis is mediated by downregulation of miR398 and important for oxidative stress tolerance. Plant Cell, 18, 2051–2065. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Sunkar, R. , Chinnusamy, V. , Zhu, J. and Zhu, J.K. (2007) Small RNAs as big players in plant abiotic stress responses and nutrient deprivation. Trends Plant Sci. 12, 301–309. [DOI] [PubMed] [Google Scholar]
- Tang, G. (2010) Plant microRNAs: an insight into their gene structures and evolution. Semin. Cell Dev. Biol. 21, 782–789. [DOI] [PubMed] [Google Scholar]
- Thipyapong, P. , Melkonian, J. , Wolfe, D.W. and Steffens, J.C. (2004) Suppression of polyphenol oxidases increases stress tolerance in tomato. Plant Sci. 167, 693–703. [Google Scholar]
- Thomson, D.W. , Bracken, C.P. and Goodall, G.J. (2011) Experimental strategies for microRNA target identification. Nucleic Acids Res. 39, 6845–6853. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Trindade, I. , Capitao, C. , Dalmay, T. , Fevereiro, M.P. and dos Santos, D.M. (2010) miR398 and miR408 are up‐regulated in response to water deficit in Medicago truncatula . Planta, 231, 705–716. [DOI] [PubMed] [Google Scholar]
- Vaucheret, H. , Vazquez, F. , Crete, P. and Bartel, D.P. (2004) The action of ARGONAUTE1 in the miRNA pathway and its regulation by the miRNA pathway are crucial for plant development. Genes Dev. 18, 1187–1197. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Vaucheret, H. , Mallory, A.C. and Bartel, D.P. (2006) AGO1 homeostasis entails coexpression of MIR168 and AGO1 and preferential stabilization of miR168 by AGO1. Mol. Cell, 22, 129–136. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Vazquez, F. , Blevins, T. , Ailhas, J. , Boller, T. and Meins, F. (2008) Evolution of Arabidopsis MIR genes generates novel microRNA classes. Nucleic Acids Res. 36, 6429–6438. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Vazquez, F. , Legrand, S. and Windels, D. (2010) The biosynthetic pathways and biological scopes of plant small RNAs. Trends Plant Sci. 15, 337–345. [DOI] [PubMed] [Google Scholar]
- Voinnet, O. (2009) Origin, biogenesis, and activity of plant microRNAs. Cell, 136, 669–687. [DOI] [PubMed] [Google Scholar]
- Wang, J.W. , Wang, L.J. , Mao, Y.B. , Cai, W.J. , Xue, H.W. and Chen, X.Y. (2005) Control of root cap formation by microRNA‐targeted auxin response factors in Arabidopsis . Plant Cell, 17, 2204–2216. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Wang, B. , Yanaz, A. and Novina, C.D. (2008) MicroRNA‐repressed mRNAs contain 40S but not 60S components. Proc. Natl Acad. Sci. USA, 105, 5343–5348. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Wang, T. , Chen, L. , Zhao, M. , Tian, Q. and Zhang, W.H. (2011) Identification of drought‐responsive microRNAs in Medicago truncatula by genome‐wide high‐throughput sequencing. BMC Genomics, 12, 1–11. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Wang, Y. , Sun, F. , Cao, H. , Peng, H. , Ni, Z. , Sun, Q. and Yao, Y. (2012) TamiR159 directed wheat TaGAMYB cleavage and its involvement in anther development and heat response. PLoS ONE, 7, e48445. doi: 10.1371/journal.pone.0048445. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Wang, B. , Sun, Y.F. , Song, N. , Wei, J.P. , Wang, X.J. , Feng, H. , Yin, Z.Y. and Kang, Z.S. (2014) MicroRNAS involving in cold, wounding and salt stresses in Triticum aestivum L. Plant Physiol. Biochem. 80, 90–96. [DOI] [PubMed] [Google Scholar]
- Warthmann, N. , Chen, H. , Ossowski, S. , Weigel, D. and Hervé, P. (2008) Highly specific gene silencing by artificial miRNAs in rice. PLoS ONE, 3, e1829. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Wei, L. , Zhang, D. , Xiang, F. and Zhang, Z. (2009) Differentially expressed miRNAs potentially involved in the regulation of defense mechanism to drought stress in maize seedlings. Int. J. Plant Sci. 170, 979–989. [Google Scholar]
- Williams, L. , Grigg, S.P. , Xie, M.T. , Christensen, S. and Fletcher, J.C. (2005) Regulation of Arabidopsis shoot apical meristem and lateral organ formation by microRNA miR166g and its AtHD‐ZIP target genes. Development, 132, 3657–3668. [DOI] [PubMed] [Google Scholar]
- Windels, D. and Vazquez, F. (2011) miR393: integrator of environmental cues in auxin signaling? Plant Signal. Behav. 6, 1672–1675. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Winter, J. , Link, S. , Witzigmann, D. , Hildenbrand, C. , Previti, C. and Diederichs, S. (2013) Loop‐miRs: active microRNAs generated from single‐stranded loop regions. Nucleic Acids Res. 41, 5503–5512. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Wu, G. and Poethig, R.S. (2006) Temporal regulation of shoot development in Arabidopsis thaliana by miR156 and its target SPL3. Development, 133, 3539–3547. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Wu, M.‐F. , Tian, Q. and Reed, J.W. (2006) Arabidopsis microRNA167 controls patterns of ARF6 and ARF8 expression, and regulates both female and male reproduction. Development, 133, 4211–4218. [DOI] [PubMed] [Google Scholar]
- Wu, L. , Zhang, Q. , Zhou, H. , Ni, F. , Wu, X. and Qi, Y. (2009) Rice microRNA effector complexes and targets. Plant Cell, 21, 3421–3435. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Wu, L. , Zhou, H. , Zhang, Q. , Zhang, J. , Ni, F. , Liu, C. and Qi, Y. (2010) DNA methylation mediated by a microRNA pathway. Mol. Cell, 38, 465–475. [DOI] [PubMed] [Google Scholar]
- Xia, K. , Wang, R. , Ou, X. , Fang, Z. , Tian, C. , Duan, J. , Wang, Y. and Zhang, M. (2012) OsTIR1 and osAFB2 downregulation via osmiR393 overexpression leads to more tillers, early flowering and less tolerance to salt and drought in rice. PLoS ONE, 7, 364–373. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Xie, Z.X. , Kasschau, K.D. and Carrington, J.C. (2003) Negative feedback regulation of Dicer‐Like1 in Arabidopsis by microRNA‐guided mRNA degradation. Curr. Biol. 13, 784–789. [DOI] [PubMed] [Google Scholar]
- Xie, F. , Xiao, P. , Chen, D. , Xu, L. and Zhang, B. (2012) miRDeepFinder: anmiRNA analysis tool for deep sequencing of plant small RNAs. Plant Mol. Biol. 80, 75–84. [DOI] [PubMed] [Google Scholar]
- Xie, F. , Stewart, C.N. Jr , Taki, F.A. , He, Q. , Liu, H. and Zhang, B. (2014) High throughput deep sequencing shows that microRNAs play important roles in switchgrass responses to drought and salinity. Plant Biotechnol. J. 12, 354–366. [DOI] [PubMed] [Google Scholar]
- Xin, M. , Wang, Y. , Yao, Y. , Xie, C. , Peng, H. , Ni, Z. and Sun, Q. (2010) Diverse set of microRNAs are responsive to powdery mildew infection and heat stress in wheat (Triticum aestivum L.). BMC Plant Biol. 10, doi: 10.1186/1471-2229-10-123. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Xiong, L. , Wang, R.‐G. , Mao, G. and Koczan, J.M. (2006) Identification of drought tolerance determinants by genetic analysis of root response to drought stress and abscisic acid. Plant Physiol. 142, 1065–1074. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Xu, D.P. , Duan, X.L. , Wang, B.Y. , Hong, B.M. , Ho, T.H.D. and Wu, R. (1996) Expression of a late embryogenesis abundant protein gene, HVA1, from barley confers tolerance to water deficit and salt stress in transgenic rice. Plant Physiol. 110, 249–257. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Yang, J.H. and Qu, L.H. (2013) Discovery of microRNA regulatory networks by integrating multidimensional high‐throughput data. Adv. Exp. Med. Biol. 774, 251–266. [DOI] [PubMed] [Google Scholar]
- Yang, G.D. , Yan, K. , Wu, B.J. , Wang, Y.H. , Gao, Y.X. and Zheng, C.C. (2012) Genomewide analysis of intronic microRNAs in rice and Arabidopsis . J. Genet. 91, 313–324. [DOI] [PubMed] [Google Scholar]
- Yao, Y. , Guo, G. , Ni, Z. , Sunkar, R. , Du, J. , Zhu, J.K. and Sun, Q. (2007) Cloning and characterization of microRNAs from wheat (Triticum aestivum L.). Genome Biol. 8, R96, doi: 10.1186/gb-2007-8-6-r96. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Yao, Y. , Ni, Z. , Peng, H. , Sun, F. , Xin, M. , Sunkar, R. , Zhu, J.K. and Sun, Q. (2010) Non‐coding small RNAs responsive to abiotic stress in wheat (Triticum aestivum L.). Funct. Integr. Genomics, 10, 187–190. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Zeng, Y. , Wagner, E.J. and Cullen, B.R. (2002) Both natural and designed micro RNAs technique can inhibit the expression of cognate mRNAs when expressed in human cells. Mol. Cell, 9, 1327–1333. [DOI] [PubMed] [Google Scholar]
- Zhang, B.H. , Pan, X.P. , Wang, Q.L. , Cobb, G.P. and Anderson, T.A. (2005) Identification and characterization of new plant microRNAs using EST analysis. Cell Res. 15, 336–360. [DOI] [PubMed] [Google Scholar]
- Zhang, L. , Chia, J.M. , Kumari, S. , Stein, J.C. , Liu, Z. , Narechania, A. , Maher, C.A. , Guill, K. , McMullen, M.D. and Ware, D. (2009) A genome‐wide characterization of microRNA genes in maize. PLoS Genet. 5, DOI: 10.1371/journal.pgen.1000716. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Zhang, X. , Zou, Z. , Gong, P. , Zhang, J. , Ziaf, K. , Li, H. , Xiao, F. and Ye, Z. (2011) Over‐expression of microRNA169 confers enhanced drought tolerance to tomato. Biotechnol. Lett. 33, 403–409. [DOI] [PubMed] [Google Scholar]
- Zhao, B. , Liang, R. , Ge, L. , Li, W. , Xiao, H. , Lin, H. , Ruan, K. and Jin, Y. (2007) Identification of drought‐induced microRNAs in rice. Biochem. Biophys. Res. Commun. 354, 585–590. [DOI] [PubMed] [Google Scholar]
- Zhao, B. , Ge, L. , Liang, R. , Li, W. , Ruan, K. , Lin, H. and Jin, Y. (2009) Members of miR‐169 family are induced by high salinity and transiently inhibit the NF‐YA transcription factor. BMC Mol. Biol. 10, 29. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Zhou, L. , Liu, Y. , Liu, Z. , Kong, D. , Duan, M. and Luo, L. (2010) Genome‐wide identification and analysis of drought‐responsive microRNAs in Oryza sativa . J. Exp. Bot. 61, 4157–4168. [DOI] [PubMed] [Google Scholar]
- Zhou, M. , Li, D. , Li, Z. , Hu, Q. , Yang, C. , Zhu, L. and Luo, H. (2013) Constitutive expression of a miR319 gene alters plant development and enhances salt and drought tolerance in transgenic creeping bentgrass. Plant Physiol. 161, 1375–1391. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Zhu, Q.H. and Helliwell, C.A. (2011) Regulation of flowering time and floral patterning by miR172. J. Exp. Bot. 62, 487–495. [DOI] [PubMed] [Google Scholar]
- Zhu, Q.H. , Spriggs, A. , Matthew, L. , Fan, L. , Kennedy, G. , Gubler, F. and Helliwell, C. (2008) A diverse set of microRNAs and microRNA‐like small RNAs in developing rice grains. Genome Res. 18, 1456–1465. [DOI] [PMC free article] [PubMed] [Google Scholar]