Advertisement
Browse Subject Areas
?

Click through the PLOS taxonomy to find articles in your field.

For more information about PLOS Subject Areas, click here.

  • Loading metrics

Expression patterns and promoter analyses of aluminum-responsive NAC genes suggest a possible growth regulation of rice mediated by aluminum, hormones and NAC transcription factors

  • Hugo Fernando Escobar-Sepúlveda ,

    Contributed equally to this work with: Hugo Fernando Escobar-Sepúlveda, Libia Iris Trejo-Téllez, Soledad García-Morales

    Roles Investigation, Writing – original draft

    Affiliation Department of Biotechnology, Colegio de Postgraduados Campus Córdoba, Manuel León, Amatlán de los Reyes, Veracruz, Mexico

  • Libia Iris Trejo-Téllez ,

    Contributed equally to this work with: Hugo Fernando Escobar-Sepúlveda, Libia Iris Trejo-Téllez, Soledad García-Morales

    Roles Conceptualization, Writing – original draft, Writing – review & editing

    Affiliation Department of Soil Science, Laboratory of Plant Nutrition, Colegio de Postgraduados Campus Montecillo, Montecillo, Texcoco, State of Mexico, Mexico

  • Soledad García-Morales ,

    Contributed equally to this work with: Hugo Fernando Escobar-Sepúlveda, Libia Iris Trejo-Téllez, Soledad García-Morales

    Roles Methodology, Writing – original draft

    Affiliation Department of Plant Biotechnology, CONACYT-Center for Research and Assistance in Technology and Design of the State of Jalisco, Zapopan, Jalisco, Mexico

  • Fernando Carlos Gómez-Merino

    Roles Conceptualization, Supervision, Writing – review & editing

    fernandg@colpos.mx

    Affiliation Department of Biotechnology, Colegio de Postgraduados Campus Córdoba, Manuel León, Amatlán de los Reyes, Veracruz, Mexico

Expression patterns and promoter analyses of aluminum-responsive NAC genes suggest a possible growth regulation of rice mediated by aluminum, hormones and NAC transcription factors

  • Hugo Fernando Escobar-Sepúlveda, 
  • Libia Iris Trejo-Téllez, 
  • Soledad García-Morales, 
  • Fernando Carlos Gómez-Merino
PLOS
x

Abstract

In acid soils, the solubilized form of aluminum, Al+3, decreases root growth and affects the development of most crops. However, like other toxic elements, Al can have hormetic effects on plant metabolism. Rice (Oryza sativa) is one of the most tolerant species to Al toxicity, and when this element is supplied at low doses, growth stimulation has been observed, which could be due to combined mechanisms that are partly triggered by NAC transcription factors. This protein family can regulate vital processes in plants, including growth, development, and response to environmental stimuli, whether biotic or abiotic. Under our experimental conditions, 200 μM Al stimulated root growth and the formation of tillers; it also caused differential expression of a set of NAC genes. The promoter regions of the genes regulated by Al were analyzed and the cis-acting elements that are potentially involved in the responses to different stimuli, including environmental stress, were identified. Through the Genevestigator platform, data on the expression of NAC genes were obtained by experimental condition, tissue, and vegetative stage. This is the first study on NAC genes where in vivo and in silico data are complementarily analyzed, relating the hormetic effect of Al on plant growth and gene expression with a possible interaction in the response to phytohormones in rice. These findings could help to elucidate the possible convergence between the signaling pathways mediated by phytohormones and the role of the NAC transcription factors in the regulation of growth mediated by low Al doses.

Introduction

Crop productivity and sustainability are key elements in food security. Nevertheless, crops are negatively affected by different types of stress, including aluminum (Al) toxicity. Al is an important constituent of soils; it is the third most abundant element in the Earth’s crust, after oxygen (O) and silicon (Si), making up 7% of the mass [1]. Under acid soil conditions (pH < 5.0), Al adopts a trivalent form, Al+3, which is toxic to plants, especially when found in high concentrations [2]. In many studies on the mechanisms of Al toxicity, it is proven that this element acts in several cell sites in the roots [36]. Overexposure to Al mainly produces a decrease in root growth, which implies a concomitant reduction in water and nutrient absorption from the soil [7]. Approximately 30 to 50% of all arable land exhibits acid conditions, so Al toxicity is an abiotic stress factor that hinders agricultural productivity [8,9].

Cereals have different levels of Al tolerance [2,10,11]. Among them, rice (Oryza sativa) is the species that has developed the most efficient mechanisms to tolerate toxic levels of this metal [10]; and between genotypes of this species, the japonica subspecies is significantly more tolerant than the indica subspecies [12]. Among these tolerance mechanisms, the regulation of gene expression in response to Al is crucial to achieve survival [13] and the transcription factors play a key role in this regulation. The ASR genes (ASR1 and ASR5) are one of the pivotal components in the Al toxicity response machinery, as they codify transcription factors in rice, but they are absent in Arabidopsis [14]. When rice is exposed to toxic levels of Al, the ASR transcription factors act concertedly and complementarily, recognizing the cis-acting elements in the promoters of the STAR1 gene to potentiate the Al response expression of a set of target genes [1517]. Another family of transcription factors that responds to Al is NAC [1,18], which are specific to plants [1921]. The acronym, NAC, derives from three genes that codify the NAC domain: NAM (for no apical meristem), ATAF1/2 (for Arabidopsis thaliana Activation Factor 1/2), and CUC2 (for cup-shaped cotyledon 2). They have multiple cell functions, including growth and development regulation, as well as responses to environmental stimuli like heat, cold, salinity, drought, and Al [1,18,2226].

Unlike Al toxicity, research works on the beneficial effects of Al on plants are scarce. In rice, the first report indicated that Al stimulates growth [27]; later, in an analysis by the genome-wide association (GWA) on 383 different rice accessions in response to Al, 16 cultivars were reported to show an increase in root growth [12]. Subsequently, Al was reported to have increased the concentration of chlorophylls (a and b) and carotenoids [28]. Recently, it was observed that 200 μM Al in 4 cultivars (Cotaxtla, Tres Ríos, Huimanguillo, and Temporalero) stimulated growth, increased the concentrations of chlorophylls and total soluble sugars in the plantlet, and augmented P and K concentrations in the root [1]. Beneficial effects of Al have also been reported in other crops. In maize (Zea mays), for example, leaf growth stimulation was observed [29], and in soybean (Glycine max), Al increased seedling shoot and root growth, as well as antioxidant activity [30]. Importantly, the NAC transcription factors may mediate root growth and development triggered by Al. The first study suggesting a possible involvement of NAC genes in Al responses reported that the OsNAC5 (Os11g08210) gene is responsive to this metal in roots of maize plants exposed to Al for 24 h [18]. Moreover, differential expression in a group of 25 NAC genes in the roots of four different rice cultivars in response to Al stimuli was also observed [1].

Although gene expression can be regulated at the transcriptional, post-transcriptional, and post-translational levels, transcriptional regulation is more responsible in the activation and repression of the transcription of one or more genes, and is controlled through gene promoters and their corresponding cis-acting elements [31]. Promoters are DNA sequences located upstream of the gene codifying regions, and they contain several cis-acting elements, which are specific binding sites for proteins involved in the initiation and regulation of transcription. The identification of the cis-acting elements in the promoters allows them to be used as an essential tool for the detection of gene expression patterns in response to a determined factor [32]. In rice, 20 NAC stress-inducible genes were found, in whose promoter regions cis-acting elements were identified in response to abscisic acid (ABRE) [33], dehydration (DRE) [34], and low temperatures (LTR) [35]. To date, no cis-acting elements have been reported in the promoter regions of Al-regulated NAC genes. Al generates complex metabolic responses [36,37], where phytohormones like auxin [38], ethylene [38,39], and jasmonic acid [40] intervene. Together, these signaling molecules may mediate stimulation or inhibition of root growth and development, depending on whether Al is found in beneficial or toxic concentrations, respectively. Therefore, in the present study we evaluated the effect of Al on growth and the expression of 57 NAC genes in four rice cultivars. Moreover, all relevant cis-acting elements and putative motifs responsive to phytohormones were determined to prove the role of NAC genes in response to Al, through the analysis of promoters. We also analyzed data of expression profiles of NAC genes in the presence of different phytohormones through the Genevestigator platform (https://genevestigator.com/gv/index.jsp) [41].

This study is relevant because it shows, for the first time, that the beneficial effect of Al on the growth of rice plants is mediated by NAC transcription factors that respond to phytohormones. The promoter regions of the Al-induced NAC genes were shown to contain cis-acting elements that respond to auxins, cytokinins, gibberellins, abscisic acid, and ethylene. The information derived from this study may be useful for the design of strategies for the use of Al as a biostimulant of growth in rice and other plants, which is mediated by phytohormones.

Materials and methods

Plant material and plant growth conditions

Four rice (Oryza sativa L. ssp. indica) cultivars were used: Cotaxtla, Tres Ríos, Huimanguillo, and Temporalero, which were obtained from the Germplasm Bank of the National Institute of Forest, Agricultural, and Livestock Research (Instituto Nacional de Investigaciones Forestales, Agrícolas y Pecuarias—INIFAP), located in the Zacatepec Experimental Station, in the state of Morelos, Mexico (18°39’ NL, 99°12’ WL, 910 masl). The four cultivars evaluated were selected based on their contrasting performance when exposed to different environmental cues, including Al [1,42]. These cultivars were produced for establishment in the tropical soils of Mexico, which display different degrees of acidity. The seeds of these cultivars were disinfected and germinated according to García-Morales et al. (2014) [43]. Eleven days after germination, plants were transplanted in containers with 12 L Yoshida nutrient solution which contained 1.43 mM NH4NO3, 1.00 mM CaCl2 2H2O, 1.64 mM MgSO4 7H2O, 1.30 mM K2SO4, 0.32 mM NaH2PO4 2H2O, 1.00 mM Fe-EDTA, 7.99 μM MnCl2 4H2O, 0.15 μM ZnSO4 7H2O, 0.15 μM CuSO4 5H2O, 0.075 μM (NH4)6Mo7O24 4H2O, and 1.39 μM H3BO3. Thirteen days after transplantation, the nutrient solution was completely replaced and rice plants were placed in the control treatment (without Al) or the treatment with Al (200 μM AlCl3, pH 4.2) for 20 days. The hydroponic solution was renewed every 4 days. This experimental stage was carried out under greenhouse conditions with a 12 hour photoperiod at 30/20°C (day/night), 40/80% relative humidity (day/night), and 300 μmol m-2 s-1 light intensity.

Plant growth

After 20 days of exposure to either 0 or 200 μM Al, plants were harvested and measured. Plant height was determined by measuring from the base of the shoot to the tip of the flag leaf. Root growth was assessed by measuring from the base of the shoot to the tip of the longest root. Relative growth was estimated by dividing the shoot and root growth values with Al by the growth in the control plants (without Al) x 100%. Also, the number of tillers and root volume were determined.

Quantitative RT-PCR analyses

For gene expression analyses, rice seedlings were grown as described above. Twenty-four hours after exposure to either control or Al treatment, plants were collected and separated into shoot and root; each replicate was represented by the shoots and roots of three individual plants. Three independent biological replicates were immediately frozen in liquid nitrogen and stored at -80 ºC. RNA extraction, cDNA synthesis, and qRT-PCR were carried out as described by García-Morales et al. (2014) [43] and Moreno-Alvarado et al. (2017) [1]. The primers for the NAC transcription factors were those previously used by García-Morales et al. (2014) [43] and selected from those reported by Caldana et al. (2007) [44]. In this study we also included the genes OsNAC6 [45], OsNAC5 [46], and OsNAC10 [47]. Furthermore, three control genes were also taken into consideration for the tests, which are known to respond to Al: STAR1, ASR5 [15,17,48], and OsNAC5 [18]. The reference genes evaluated were actin, actin 1, β-tubulin, and elongation factor 1α. The expression stability values (M) of all reference genes were estimated in accordance with Vandesompele et al. (2002) [49]. Actin was selected as the reference gene, which displayed the lowest M value. All the reactions were done with three technical replicates. The relative expression of the genes was determined using the 2-ΔΔCT method [50]. The genes were considered as induced or repressed with an absolute value of ≥ 2.0. The primer pairs used in this study are listed in S1 Table.

Multiple alignment of protein sequences

For this analysis we used the protein sequences of the NAC transcription factors of rice ssp. japonica tested in our in vivo study (Table 1). Given that the expression of NAC genes was evaluated in cultivars of Oryza sativa ssp. indica under our experimental conditions (i.e. in the cultivars Cotaxtla, Tres Ríos, Huimanguillo and Temporalero), we considered the sequences of the differentially regulated genes, which were obtained from the following databases: PlantTFDB v4.0 (http://planttfdb.cbi.pku.edu.cn/) [51] and PlnTFDB v3.0 (http://plntfdb.bio.uni-potsdam.de/v3.0/) [52]. The multiple alignments for the comparison of protein sequences between NAC of the japonica and indica subspecies were done using the blastp v2.6.0 software (https://blast.ncbi.nlm.nih.gov/Blast.cgi) [53]. For this analysis, we used all the default parameters set by the program.

thumbnail
Table 1. Groups of NAC genes classified according to their expression pattern in roots, shoots, or both tissues in 200 μM Al treated rice plantsa.

https://doi.org/10.1371/journal.pone.0186084.t001

Acquisition of the rice NAC gene promoters

We considered the Osxxgxxxxx.x identifiers of NAC genes of Oryza sativa ssp. japonica tested in our in vivo study (Table 1) where they were necessary and sufficient to obtain their respective promoters. These nucleotide sequences were downloaded from the TIGR v6.0 platform (ftp://ftp.plantbiology.msu.edu/pub/data/Eukaryotic_Projects/o_sativa/annotation_dbs/pseudomolecules/version_6.0/all.dir/), considering 1000 base pairs (bp) upstream of the start codon. All promoter sequences analyzed are listed in S1 File.

Promoter analysis

The cis-acting elements in each promoter were revealed through the PlantCARE database (http://bioinformatics.psb.ugent.be/webtools/plantcare/html/) [54], while the putative motifs were determined through the MEME v4.11.2 software (http://meme-suite.org/tools/dreme) [55]. In the case of the latter software, the motif with E-value < 0.01 and displaying lengths varying from 6 to 10 bp was chosen for each group of sequences. According to the differential expression in roots, leaves, and both tissues (result of the in vivo experiments done in this research on NAC genes regulated by Al; Table 1), the sequences were divided into three groups. Since we expected the sequences of the motifs to repeat more than once, the frequency of their distribution was not considered as a parameter in our analysis. For a better visualization of the distribution of the motifs with respect to the bp where they are located in the sequences, they were aligned through the MAST v4.11.2 software (http://meme-suite.org/tools/mast) [56]). Moreover, the Tomtom v4.11.2 software (http://meme-suite.org/tools/tomtom) [57] was used with the JASPAR DNA CORE (2016) plant motifs database to identify the function of each motif, using the Pearson correlation coefficient with a significance threshold to the E-value lower than 10.

Analysis of expression profiles

The expression profiles data were obtained through the Genevestigator platform (https://genevestigator.com/gv/index.jsp) [41], where the experiments under the “Hormone” section were selected. The search for experiments was done using the keyword NAC. For this analysis, we considered all the NAC genes tested in vivo in this work (Table 1), plus the genes OsNAC5 (Os11g08210), ASR5 (Os11g06720), and STAR1 (Os06g48060), which served as positive controls.

Statistical analysis

For the growth data, an analysis of variance was done using the SAS [58] statistical software, and mean comparison with the Tukey test, with P ≤ 0.05. For gene expression, the Fisher LSD (P ≤ 0.05) test was used to obtain the separation of means.

Results and discussion

Aluminum stimulates plant growth in rice

Al is one of the most abundant elements in the Earth’s crust, and its toxic form (Al3+) is solubilized in acid soils, affecting the most important crop plants. Many plants that thrive in acid soils have developed defense mechanisms that counteract root growth inhibition caused by Al. Moreover, at low concentrations, Al can stimulate defense mechanisms against herbivores, prevent Fe toxicity, and promote P absorption, thus increasing root growth and development in a hormetic manner [36,38, 59]. In this research, we confirmed that Al stimulated the growth of both the roots and the shoots in all four rice cultivars evaluated (Fig 1A). The relative growth of the shoots in plants grown with 200 μM Al was over 26% in the Cotaxtla and Tres Ríos cultivars, and 58% in the Huimanguillo cultivar, in all cases, in comparison to the control. The lowest shoot growth was observed in Temporalero with only 19%, compared to the control (Fig 1A). The most notable effect of Al was obtained in root growth. In Cotaxtla and Temporalero plants exposed to Al, root length was more than twice that of the control, while Tres Ríos exhibited 85% greater root growth and Huimanguillo 69% greater than the control (Fig 1B). Al also favored the development of tillers, mainly in Cotaxtla, where there were 2.5 more tillers than in the control. Huimanguillo and Temporalero increased tiller growth by 80%, while in Tres Ríos there were no significant differences with the control (Fig 1C). Like in the case of root length, Al stimulated root formation, increasing root volume, with increases over 100% in Tres Ríos, Huimanguillo, and Temporalero, with respect to the control (Fig 1D).

thumbnail
Fig 1. Stimulating effect of Al on rice plant growth.

Relative growth of shoots (A; range: 100–159) and roots (B; range: 100–208), number of tillers (C; range: 2.8–10.0), and root volume (D: range: 0.63–2.75) of the Cotaxtla, Tres Ríos, Huimanguillo, and Temporalero rice cultivars under treatment with 0 (Control) and 200 μM aluminum (Al) for 20 days. The means of four plants ± standard error is shown. Different letters in each subfigure indicate significant differences (Tukey, P ≤ 0.05).

https://doi.org/10.1371/journal.pone.0186084.g001

We have previously reported that Al increases P and K concentrations in roots, as well as chlorophylls and total soluble sugars in shoots [1]. Similar results have been reported in other plants like maize [29], Quercus serrata [37] and Camellia sinensis [60]. In Quercus serrata, there was also an increase in the concentration of soluble sugars, especially glucose, as well as abscisic acid (ABA). This suggests that growth stimulation by Al involves a complex signaling network where glucose has a key role as an energy source and as a signaling molecule together with ABA, and might be related with carbon (C) and nitrogen (N) metabolism to induce root growth in response to Al [37].

Expression of Al-responsive related genes

In the Al-tolerant cultivar Nipponbare (japonica subspecies), the application of 500 μM AlCl3 stimulates ABA synthesis, while the Al-sensitive cultivar Modan (ssp. indica) showed no induction in the synthesis of this hormone during the first 24 and 48 h, but did so at 72 h of being exposed to Al [61]. These findings indicate some possible Al exclusion strategy mediated by the STAR1 gene, with possible regulation by ABA in tolerant cultivars (i.e. Nipponbare). In the Al-sensitive cultivars (i.e. Modan), there might be a detoxification strategy mediated by ASR1 independently of ABA and jasmonic acid (JA). STAR1 encodes an ABC (ATP binding cassette) transporter of specific expression in the roots required for Al tolerance [15]. Nevertheless, this gene (STAR1) is also overexpressed in non-toxic concentrations ranging from 5 to 50 μM Al a mere 2 h after application, and its expression is induced specifically by Al [48].

In our study, the expression of some genes known to respond to Al was evaluated. In the roots, STAR1 was found to be induced in all four cultivars evaluated: Cotaxtla, Tres Ríos, Huimanguillo, and Temporalero (Fig 2A). However, this gene showed no induction in the shoots of any of the four evaluated cultivars exposed to 200 μM Al for 24 h (Fig 2B). This agrees with previous reports and validates the experimental conditions of our study, since STAR1 is expressed mainly in the roots and is specifically induced by Al exposure [48].

thumbnail
Fig 2.

Relative expression of Al-responsive genes ASR5, STAR1, and OsNAC5 in roots (A) and shoots (B) of Cotaxtla, Tres Ríos, Huimanguillo, and Temporalero treated with 200 μM Al for 24 h. Relative gene expression was quantified using the comparative methods CT (threshold cycle): 2−ΔΔCT, where ΔΔCT represents ΔCTcondition of interest− ΔCTcontrol. Actin (Os03g50890) was used as a reference gene for data normalization. The values are mean ± SE from three independent biological replicates. Different letters above the columns indicate significant differences among cultivars evaluated (Fisher LSD test; P ≤ 0.05).

https://doi.org/10.1371/journal.pone.0186084.g002

The ASR5 (Abscisic Acid, Stress, and Ripening) gene is a transcription factor found in roots and shoots of the japonica Nipponbare subspecies, induced when plants are exposed to high Al concentrations (450 μM) [15]. We also found a differential expression of ASR5 between cultivars of the indica subspecies, as this gene was induced in Cotaxtla and Temporalero roots, while it was not regulated in Tres Ríos, and was lightly repressed in Huimanguillo (Fig 2A). In shoots, it was found lightly repressed (<-2) in all the cultivars evaluated. Moreover, the exposure to 500 μM Al did not affect the expression of ASR5, either between genotypes (i.e. Nipponbare and Modan) or among exposure timeframes (0, 24, 48, or 72 h) [61].

A putative NAC gene from maize, identified with the accession number CA095885, which is similar to the rice OsNAC5 gene, was induced in the roots of maize plants exposed to 283 μM Al, but not in those exposed to 75 μM Al [18]. In the presence of 200 μM Al, this gene was induced in the roots of all four cultivars evaluated (Fig 2A) and in the shoots of three cultivars, with the exception of Temporalero (Fig 2B). Under our experimental conditions, the Cotaxtla and Temporalero cultivars showed a similar expression profile in the roots, while Tres Ríos and Huimanguillo formed another group with similar expression profiles between them. With regard to shoots, Cotaxtla and Huimanguillo showed a similar expression profile, as did Tres Ríos and Temporalero. Both in roots and shoots, the expression profiles of Cotaxtla and Tres Ríos were different.

Effect of Al on NAC gene expression in rice plants

In the present study we evaluated the expression of 57 NAC genes in response to 200 μM Al applied to the nutrient solution for 24 h. We found that 23 NAC genes were expressed in the roots, 14 of which were induced in all four rice cultivars (Cotaxtla, Tres Ríos, Huimanguillo, and Temporalero) (Fig 3A and 3B). The remaining nine genes were differentially regulated in the cultivars evaluated (Fig 3C). Of these nine genes, Os10g21560, Os01g15640, Os07g04560, and Os09g32040 showed a very similar expression pattern, being repressed in Tres Ríos and induced in the other three cultivars. Moreover, eight of the 23 genes were identified to be specifically expressed in the roots of at least one of the four cultivars evaluated: Os03g60080, Os01g15640, Os09g32040, Os12g43530, Os06g51070, Os11g31330, Os04g35660, and Os03g59730, as shown in the insets in Fig 3. The remaining 15 genes were differentially expressed both in the roots and shoots (Table 1).

thumbnail
Fig 3. Expression level of NAC transcription factor in roots of rice plants treated with 200 μM Al for 24 h.

NAC gene induced in roots of Cotaxtla, Tres Ríos, Huimanguillo, and Temporalero in response to Al treatment (A, B). Relative expression of NAC genes that were differentially regulated by Al (C) in all rice cultivars evaluated. Relative gene expression was quantified using the comparative methods CT (threshold cycle): 2−ΔΔCT, where ΔΔCT represents ΔCTcondition of interest− ΔCTcontrol. Actin (Os03g50890) was used as a reference gene for data normalization. The values are mean ± SE from three independent biological replicates. ma = missing annotation. Al-responsive genes identified as root-specific expression are highlighted in boxes with dotted lines.

https://doi.org/10.1371/journal.pone.0186084.g003

An analysis of the relative expression of the NAC genes in the shoots of rice plants was also carried out. We found 30 Al-regulated genes in at least one of the cultivars evaluated. Of these genes, 10 were induced in the Cotaxtla, Tres Ríos, and Huimanguillo cultivars (Fig 4A). Another 10 genes were induced in two of the four cultivars evaluated, with the exception of Os02g36880, which was induced in Cotaxtla, Huimanguillo, and Temporalero (Fig 4B). The rest of the genes were expressed in a single cultivar, with the exception of Os03g02800. Most of the genes were induced by Al. However, the Os03g02800 gene was found to have been repressed in Cotaxtla and Tres Ríos, while Os03g56580 was repressed in Tres Ríos.

thumbnail
Fig 4. Relative expression of NAC transcription factor in shoots of rice plants treated with 200 μM Al for 24 h.

NAC genes induced in shoots of Cotaxtla, Tres Ríos, Huimanguillo and Temporalero in response to Al treatment (A). Expression level of NAC genes that were differentially regulated by Al (B, C) in all rice cultivars evaluated. Relative expression of NAC genes that were differentially regulated by Al (C) in all rice cultivars evaluated. Relative gene expression was quantified using the comparative methods CT (threshold cycle): 2−ΔΔCT, where ΔΔCT represents ΔCTcondition of interest− ΔCTcontrol. Actin (Os03g50890) was used as a reference gene for data normalization. The values are mean ± SE from three independent biological replicates. ma = missing annotation. Al-responsive genes identified as shoots-specific expression are highlighted in boxes with dotted lines.

https://doi.org/10.1371/journal.pone.0186084.g004

All the genes regulated in the roots were induced in 95% of the cases in at least one of the cultivars evaluated. A similar behavior was found in the shoots, with the exception of the genes Os03g02800 (in Cotaxtla and Tres Ríos) and Os03g56580 (in Tres Ríos and Temporalero), which were specifically repressed in the shoots (Fig 4C).

The expression of the evaluated genes in the Temporalero cultivar had contrasting expression patterns, since 95% of the genes were induced in the roots (Fig 3); in this cultivar, a single gene was overexpressed in the shoot (Os02g36880), while the rest of them were not regulated by Al, under our experimental conditions (Fig 4).

Multiple alignment of protein sequences: Comparison of NAC transcription factors between Oryza sativa ssp. japonica and Oryza sativa ssp. indica

The results of the previously explained in vivo analyses generated three groups of NAC genes as a function of their regulated expression in response to Al in the roots or shoots of rice plants (Table 1). Given that the expression of these genes was evaluated in Oryza sativa ssp. indica cultivars (Cotaxtla, Tres Ríos, Huimanguillo and Temporalero), being that the design of the oligonucleotides for the qRT-PCR analysis comes from Oryza sativa ssp. japonica, a base cross was done through a comparative bioinformatic analysis of multiple protein sequence alignments. This analysis was aimed at learning if there is at least one NAC protein from Oryza sativa ssp. indica that has an identity equal to or higher than 90% for each NAC protein from Oryza sativa ssp. japonica, whose codifying gene has been tested in our in vivo study (Table 1).

The results of the sequence alignments are conclusive (Table 2): each expressed protein of the NAC genes from Oryza sativa ssp. japonica tested in our in vivo study (Table 1) has at least one expressed protein of the NAC genes from Oryza sativa ssp. indica whose identity is equal to or higher than 94%, with the exception of Os03g21060 (identity of 54%). Moreover, some NAC proteins of Oryza sativa ssp. japonica have a 100% sequence identity, E-value of 0, and 100% query coverage with respect to one of Oryza sativa ssp. indica. These sequences are: Os06g51070 and Os04g38720.

thumbnail
Table 2. Best protein alignments between the NAC sequences of Oryza sativa ssp. japonica and Oryza sativa ssp. indicaa.

https://doi.org/10.1371/journal.pone.0186084.t002

Analysis of NAC gene promoters in rice: Identification of cis-acting elements involved in Al responses

A pivotal component of gene expression governance is transcriptional regulation, which is controlled by transcription factors like those of the NAC family. The NAC transcription factors represent one of the most studied molecular constituents since they respond to several environmental cues, including Al [1,18]. The expression of these genes is regulated by cis-acting elements that are found in their promoter regions, which are mainly located 1000 bp upstream of the ATG start codon [31,63,64]. The interaction of the transcription factors with cis-acting elements allows the activation or repression of the transcription rate of target genes [65]. Therefore, the identification and functional characterization of these elements are important to reconstruct transcriptional regulatory networks [66]. To determine cis-acting elements in the promoters we analyzed the Oryza sativa ssp. japonica proteome, since it is the most studied genotype in relation to Al tolerance. When performing protein sequence alignment with the Oryza sativa ssp. indica proteome (Table 2), we confirmed that they are almost identical (>97% identity), so our results would not be skewed if we determined cis-acting elements of NAC gene promoters from Oryza sativa ssp. japonica.

In the NAC gene promoter regions that were identified in response to Al (Table 1), cis-acting elements were found in response to cold: LTR and C-repeat/DRE; heat: HSE; drought: MBS; anoxia: ARE; salicylic acid (SA): TCA-element; ABA: ABRE, CE, and fragment IIb; methyl jasmonic acid (MeJA): fragments CGTCA and TGACG; gibberellin (GA): P-box and fragments GARE and TATC; ethylene (ETH): EIRE; and auxin (AUX): TGA-box and TGA-element (Table 3). The SNAC1 (similar to Os08g10080) [1] and OsNAC6 (Os01g66120) [1] genes have been reported to respond to drought [45,21]. On the other hand, the SNAC2 gene (Os04g38720 and similar to Os09g33490, Os12g29330) [1] responds to more than one stimulus or stress factor: cold, drought, lack of oxygen, and ABA [21,67]. Importantly, these findings are consistent with our results, with the exception of those observed in SNAC2 (Table 4). Actually, the response of plants depends on various factors and, according to the identified cis-acting elements, it is possible to establish that the response to cold by SNAC2 is carried out indirectly by the action of phytohormones. Indeed, phytohormones play pivotal roles in promoting plant acclimatization to ever-changing environments by mediating growth, development, source/sink transitions, and nutrient allocation [68]. Interestingly, all Al-responsive genes studied contain at least one cis-acting element involved in phytohormones responses (Table 4).

thumbnail
Table 3. List of cis-acting elements found in the promoter regions of NAC genes regulated by aluminum in rice.

https://doi.org/10.1371/journal.pone.0186084.t003

thumbnail
Table 4. Frequency of cis-acting elements found in the promoter regions of Al-responsive NAC genes from rice tested in vivo.

https://doi.org/10.1371/journal.pone.0186084.t004

Analysis of NAC gene promoters in rice: Detection of putative motifs

MEME v4.11.2 is one of the most widely used bioinformatic tools to recognize the putative motifs in a group of promoter sequences [55], so it was used in the present work. The result of the detection of putative motifs (Fig 5) is divided into three sequence groups, according to the differentiated expressions of the Al-responsive NAC genes tested in the present study (Table 1): expressed exclusively in roots (Group I); expressed exclusively in shoots (Group II); and expressed in both tissues (Group III).

thumbnail
Fig 5. Analysis of putative motifs found in the promoter regions of Al-responsive NAC genes in our in vivo studies.

The sequences were separated according to the differential expression of the genes, where Group I encompasses genes that were expressed exclusively in the roots,; Group II includes genes that were expressed exclusively in the shoots; and Group III comprises genes that were expressed in both tissues. The motifs, 1 to 3, of each group were identified with regard to their function (Table on the top-right corner of the figure) and distribution. The promoter analysis was done using the MEME v4.11.2 software (http://meme-suite.org/tools/dreme) [55]; the distribution in the sequences with the MAST v4.11.2 software (http://meme-suite.org/tools/mast) [56], while the identification of functions was done with the Tomtom v4.11.2 software (http://meme-suite.org/tools/tomtom) [57].

https://doi.org/10.1371/journal.pone.0186084.g005

The putative motifs (Fig 5) are consistent with the cis-acting elements found in this research (Table 4). Thanks to this study, putative motifs of ethylene response (GCC boxes; motif AP2/ERF) [69] were detected more precisely (with an E-value of 3.43E-03) in the Groups I and II of Al-responsive NAC genes (Fig 5). Another putative motif with SA, ABA and GA response (motif RAX3) [70], but with lower statistical significance (with an E-value of 6.81E-01) in the Group III was found (Fig 5). Ethylene, ABA, MeJA, and Aux are molecules that can act cooperatively to regulate plant growth and development. Importantly, we found scarce evidence of the molecular mechanisms involving NAC transcription factors in direct response to Al toxicity, since neither cis-acting elements nor putative motifs previously reported [15] were found in the promoter regions of NAC genes here analyzed. Indeed, the corresponding consensus sequence (A/GGCCCAA/T) present in the Al-responsive gene promoters like ASR1 and ASR2 in rice [17] was not identified in our promoter analysis. Regardless, the present findings suggest consistency in the response of the NAC gene promoters to phytohormones, which suggests that these molecules can act as intermediaries in growth induction promoted by low concentrations of Al (hormetic effect). In fact, ABA might be a key component in the metabolism of C and N, which activates a signal transduction network induced by Al stimulating root growth and development in Quercus serrata [37].

Plant tissues, developmental stages and the presence of phytohormones differentially regulate the expression of NAC, ASR5, and STAR1 genes

Genevestigator (https://genevestigator.com/gv/index.jsp) is a platform containing a great variety of precise and defined experiments that allow easily visualizing the expression profiles of genes subjected to diverse conditions. This tool was used in our study, to analyze the transcriptional expression of the NAC genes tested in vivo in the present research (with the exception of Os06g15690 in Table 1), and three additional genes: OsNAC5 (Os11g08210), ASR5 (Os11g06720), and STAR1 (Os06g48060) in different plant tissues (Fig 6) and development stages (Fig 7) of rice.

thumbnail
Fig 6. Tissue-specific expression patterns of NAC, ASR5, and STAR1 genes in rice.

All genes were selected based on their responsiveness to Al. The specific expression by tissue in cell culture, seedling, inflorescence, shoot, and rhizome was obtained from the Genevestigator (https://genevestigator.com/gv/index.jsp). Colors represent the intensity of the expression (percentage of expression potential), from white (0%) to dark blue (100%).

https://doi.org/10.1371/journal.pone.0186084.g006

thumbnail
Fig 7. Expression patterns of NAC, ASR5 and STAR1 genes in rice from different development stages.

1: Germination; 2: Seedling; 3: Tillering; 4: Stem elongation; 5: Booting 6: Heading; 7: Flowering; 8: Milk; 9: Dough. Data were retrieved from Genevestigator (https://genevestigator.com/gv/index.jsp). Colors represent the intensity of the expression (percentage of expression potential), from white (0%) to dark blue (100%).

https://doi.org/10.1371/journal.pone.0186084.g007

In general, all genes evaluated were expressed in all the tissues analyzed, although at different levels. The highest levels of expression of the NAC genes in rice were found to be in cell culture and seedlings. In cell culture, there was an induced expression of the Os03g59730, Os03g02800, and Os10g21560 genes in sperm cells. In seedling, there was induced expression of the Os01g59640 and Os02g36880 genes in coleoptile (Fig 6). Regarding development stages, different levels of expression were observed in NAC, ASR5, and STAR1 genes. The Os03g02800 gene exhibited the highest degree of induction during the flowering stage (Fig 7).

It has been reported that Al induces signaling pathways coordinated by phytohormones that regulate root growth and development in Quercus serrata [37]. Hence, our interest was focused on finding gene expression profiles data of NAC genes differentially regulated by phytohormonal variation conditions in rice. To do this, the data on gene expression deposited in the Genevestigator platform were used. From this analysis, it was found that all the NAC genes in rice that responded to Al under the experimental conditions (with the exception of Os06g15690 in Table 1), plus three additional genes that have been proven to be Al-regulated, OsNAC5 (Os11g08210), ASR5 (Os11g06720), and STAR1 (Os06g48060), are differentially regulated by ABA, aminocyclopropane-1-carboxylic acid (ACC; precursor of ethylene), 6-benzylaminopurine (BAP), gibberellic acid (GA3), indole-3-acetic acid (IAA), JA, kinetin (KT), 1-naphthalene acetic acid (NAA), SA, and trans-zeatin (Fig 8).

thumbnail
Fig 8. Differential expression patterns of NAC, ASR5, and STAR1 genes in rice in response to phytohormones or phytohormone precursors.

Expression data were retrieved from the Genevestigator (https://genevestigator.com/gv/index.jsp). Color saturation corresponds to the degree of up-regulation (red) and down-regulation (green) of gene expression in the specified conditions. Expression changes that were assumed to be of little significance were colored in black. Experiments 1–12: ABA (1); ACC (2); BAP (3); GA3 (4–5); IAA (6); JA (7); KT (8–9); NAA (10–11) and SA (12), were done in seedling tissues of Oryza sativa ssp. indica, while experiments 13–16 were done with trans-zeatin, where 13–14 were applied to the roots and 15–16 to the leaves of Oryza sativa ssp. indica. More information regarding these experiments is included in S2 File.

https://doi.org/10.1371/journal.pone.0186084.g008

NAC genes have been proven to be Al-responsive [1,18]. Furthermore, Al can trigger signal transduction pathways upon which phytohormones act [37]. In tomato, the overexpression of the Arabidopsis NAC transcription factor JUNGBRUNNEN1 (AtJUB1) exerts conserved control over gibberellin and brassinosteroid metabolism and signaling genes controlling growth [71]. Importantly, NAC genes may be regulated by ABA-dependent or ABA-independent pathways because of the difference in their promoter elements [72]. In peach, expression of some NAC genes is induced by ABA and may regulate the first exponential growth phase and fruit ripening [73]. Using the Genevestigator platform, all the Al-responsive NAC genes in rice were proven to be activated by phytohormones in seedlings (Fig 8). When the rice plants were exposed to 100 μM ABA, the transcription of the genes Os03g60080, Os02g34970, Os11g03300, Os02g56600, Os03g21060, Os04g38720, and Os01g66120 was significantly induced. Similarly, the genes Os04g40130 and Os08g10080 showed induced transcription when the plant was treated with 100 μM GA3. Another induction was detected in the transcription of the Os03g60080 gene when the plant was treated with 100 μM JA. Also, with 100 μM kinetin, the level of Os04g40130 and Os08g10080 transcripts increased. These same genes were also induced with 100 μM NAA. Interestingly, when the plant was exposed to 5 μM trans-zeatin, the transcription of the Os03g21060 and Os10g42130 increased in both leaves and roots, which coincides with the present experimental data in presence of Al (Table 1). There is another relationship in the transcription of the Os02g34970 gene in leaves. Furthermore, new genes with differential expression were observed: Os07g04560 and Os09g33490, where the transcription rate was induced in leaves and decreased in roots. There were also changes in the expression of the OsNAC5 gene in the presence of phytohormones, more towards repression than induction. With regard to the genes STAR1 and ASR5, the changes in the expression profiles are not very significant, and tend more to repression in the presence of phytohormones. These findings support those previously reported [17] with respect to the fact that ASR5 and STAR1 directly intervene in the response to Al at toxic concentrations, apparently independently of phytohormones.

We have recently demonstrated that Al promotes plant growth and differentially regulates the expression of NAC transcription factors in rice [1]. Although the exact mode of action of Al in stimulating plant growth is still unknown, a few possible mechanisms have been proposed to explain it. For instance, Al may induce the synthesis of DNA in osteoblasts [74] and acts as mitogen in epithelial cells of mice [75]. In diploid cotton (Gossypium arboreum L.), NAC genes may regulate growth and cell wall deposition [76]. Moreover, Al promotes nutrient uptake by inducing the expression or activity of transport proteins (channels and transporters) and changes in the membrane potential and proton flux (H+) [77,78,79]. Indeed, Al can activate channels and Mg transporters in Al-resistant plants [80], and improves plant performance under nutrient deficiencies of B [81,82] and P [83]. Al also prevents Fe toxicity by reducing Fe content in leaves and roots [84,85,86]. In the case of stress responses, the protective capacity of Al against Phytophthora infestans is associated with the accumulation of H2O2 in the roots and the activation of the acquired systemic response depending on salicylic acid and nitric oxide [87]. In the aerial part of the plant, Al may increase photosynthesis and activate antioxidant defense mechanisms [88], as well as increase the integrity of the membrane and reduce lignification and ageing [89]. In addition, Al may stimulate the activity of the glutathione reductase and superoxide dismutase, at low levels of ROS [90], as well as that of nitrate reductase (NR) [91,92,93]. Likewise, growth promotion induced by Al has been associated with stimulation of NR activity, and increased glucose and ABA concentrations in roots [37]. Although ABA has been identified as a stress signaling molecule and growth inhibitor, this phytohormone is important for cotyledon, leaf, root, stem, and silique development and fertility [94], which may be associated with a concomitant increase in glucose concentration and high activity of NR, leading to cell proliferation and elongation in Al-treated plants [37]. In turn, most of these processes are controlled at the molecular level, and Al has been shown to regulate the expression of a number of genes related to growth and development, including not only NAC genes [1], but also others such as the malate transporter AtALMT1. Importantly, the AtALMT1 gene may also be regulated by several phytohormones and hydrogen peroxide, suggesting a crosstalk among all these factors [79]. Summing up, NAC transcription factors play important roles in plant growth and development in mechanisms triggered by Al and phytohormones.

Conclusions

The analysis of the Al-responsive NAC genes in our in vivo assays and their corresponding promoters demonstrated that these genes also respond to phytohormones; this, in turn, suggests that such organic substances might be intermediaries in cell growth and development induced by Al. Actually, ABA may mediate N and C metabolism during the signaling cascades promoting root growth driven by Al in Quercus serrata [37]. Indeed, according to our analyses of promoter regions of Al-induced NAC genes, phytohormones are involved in the hormetic response of rice in the presence of low concentrations of this element. Thanks to experimental data deposited in the Genevestigator platform (https://genevestigator.com/gv/index.jsp), we were able to gather crucial information to prove that the differential expression of the NAC genes in rice roots and shoots, in our in vivo assays in presence of Al, is also closely related with plant hormonal stimuli.

Our results confirm that the promoter regions of the NAC genes analyzed contain cis-acting elements that allow regulating their expression in the presence of a determined factor. In the case of Al, a signal transduction pathway is activated, with phytohormones playing a key role in the regulation of these transcription factors. These molecular interactions cause a differential transcriptional regulation among NAC genes, which evidently favors the growth and development of plants exposed to Al. In general, the expression of NAC genes is different between both tissues analyzed (i.e. roots and shoots) and among development stages of the plant (i.e. germination, seedling, tillering, stem elongation, booting, heading, flowering, milk and dough). Our findings provide a new insight into novel molecular interactions promoting growth and development in rice in response to Al. To the best of our knowledge, this study represents the first attempt to provide an in-depth evaluation correlating Al-driven responses mediated by phytohormones in rice, supported by in vivo and in silico data analyses. Nevertheless, further research is still needed to determine optimal concentrations of such phytohormones and Al that promote better plant performance. Importantly, Al has been proven to be a beneficial element to rice, while plant hormones play pivotal roles in promoting plant acclimatization to ever-changing environments. Therefore, interactions between the two factors could be of paramount importance in facing global challenges related to increasing food and energy needs, as well as climate change. The optimal combination of these signaling components could contribute to food security and sustainable agriculture in the near future. At the molecular level, we could confirm that some NAC genes are indeed Al-responsive. The corresponding NAC proteins represent key activators of diverse signaling processes, including aluminum and phytohormones, thus integrating multiple stress responses, which will be essential to breed broad-spectrum tolerant crops with high yields. It is expected that such crops, in turn, will be able to cope with environmental challenges in future climates.

Supporting information

S1 Table. Specific primers used for the qRT-PCR analysis of rice gene expression.

https://doi.org/10.1371/journal.pone.0186084.s001

(DOCX)

S1 File. Promoter sequences of rice NAC Al-responsive genes used to identify motifs and cis-acting elements involved in Al responses.

https://doi.org/10.1371/journal.pone.0186084.s002

(DOCX)

S2 File. Detailed description of experiments testing the effect of phytohormones on NAC gene expression.

Data were retrieved from the Genevestigator platform available at https://genevestigator.com/gv/ [41].

https://doi.org/10.1371/journal.pone.0186084.s003

(XLSX)

Acknowledgments

The Secretary of Foreign Affairs (SRE) of Mexico granted a M. Sc. scholarship to HFES. We are also very grateful to Mexico's National Council for Science and Technology (CONACYT) for supporting the Colegio de Postgraduados graduate programs involved in this project (i.e. Agri-Food Sustainable Innovation, Soil Science, Statistics, and Computer Science). We also acknowledge the infrastructure facilities and support provided by the Córdoba and Montecillo campuses of the Colegio de Postgraduados. The funders had no role in study design, data collection and analysis, decision to publish, or preparation of the manuscript.

References

  1. 1. Moreno-Alvarado M, García-Morales S, Trejo-Téllez LI, Hidalgo-Contreras JV, Gómez-Merino FC. Aluminum enhances growth and sugar concentration, alters macronutrients status and regulates the expression of NAC transcription factors in rice. Front. Plant Sci. 2017;8:73. pmid:28261224
  2. 2. Famoso AN, Clark RT, Shaff JE, Craft E, McCouch SR, Kochian LV. Development of a novel aluminum tolerance phenotyping platform used for comparisons of cereal aluminum tolerance and investigations into rice aluminum tolerance mechanisms. Plant Physiol. 2010;153:1678–1691. pmid:20538888
  3. 3. Kochian LV. Cellular mechanisms of aluminum toxicity and resistance in plants. Annu. Rev. Plant Physiol. Plant Mol. Biol. 1995;46:237–260.
  4. 4. Ma JF. Syndrome of aluminum toxicity and diversity of aluminum resistance in higher plants. Int. Rev. Cytol. 2007;264:225–252. pmid:17964924
  5. 5. Poschenrieder C, Gunsé B, Corrales I, Barceló J. A glance into aluminum toxicity and resistance in plants. Sci. Total Environ. 2008;400:356–368. pmid:18657304
  6. 6. Trejo-Téllez LI, Stenzel R, Gómez-Merino FC, Schmitt J. Transgenic tobacco plants overexpressing pyruvate phosphate dikinase increase exudation of organic acids and decrease accumulation of aluminum in the roots. Plant Soil. 2010;326:187–198.
  7. 7. Barceló J, Poschenrieder C. Fast root growth responses, root exudates, and internal detoxification as clues to the mechanisms of aluminium toxicity and resistance: a review. Environ. Exper. Bot. 2002;48:75–92.
  8. 8. Von Uexküll HR, Mutert E. Global extent, development and economic impact of acid soils. Plant Soil. 1995;171:1–15.
  9. 9. Lenoble ME, Blevins DG, Sharp RE, Cumbie BG. Prevention of aluminum toxicity with supplemental boron. I. Maintenance of root elongation and cellular structure. Plant Cell Environ. 1996;19:1132–1142.
  10. 10. Foy CD. Plant adaptation to acid, aluminum‐toxic soils. Commun. Soil Sci. Plant Anal. 1988;19:959–987.
  11. 11. Caniato FF, Guimarães CT, Schaffert RE, Alves VM, Kochian LV, Borém A, et al. Genetic diversity for aluminum tolerance in sorghum. Theor. Appl. Gen. 2007;114:863–876.
  12. 12. Famoso AN, Zhao K, Clark RT, Tung CW, Wright MH, Bustamante C, et al. Genetic architecture of aluminum tolerance in rice (Oryza sativa) determined through genome-wide association analysis and QTL mapping. PLOS Genetics. 2011;7:e1002221. pmid:21829395
  13. 13. Tsutsui T, Yamaji N, Ma JF. Identification of a cis-acting element of ART1, a C2H2-type zinc-finger transcription factor for aluminum tolerance in rice. Plant Physiol. 2011;156:925–931. pmid:21502187
  14. 14. González RM, Iusem ND. Twenty years of research on Asr (ABA-stress-ripening) genes and proteins. Planta. 2014;239:941–949. pmid:24531839
  15. 15. Arenhart RA, Bai Y, de Oliveira LF, Neto LB, Schunemann M, Maraschin FdosS, et al. New insights into aluminum tolerance in rice: The ASR5 protein binds the STAR1 promoter and other aluminum-responsive genes. Mol. Plant. 2014;7:709–721. pmid:24253199
  16. 16. Ricardi MM, González RM, Zhong S, Domínguez PG, Duffy T, Turjanski PG, et al. Genome-wide data (ChIP-seq) enabled identification of cell wall-related and aquaporin genes as targets of tomato ASR1, a drought stress-responsive transcription factor. BMC Plant Biol. 2014;14:29. pmid:24423251
  17. 17. Arenhart RA, Schunemann M., Neto LB, Margis R, Wang ZY, Margis-Pinheiro M. Rice ASR1 and ASR5 are complementary transcription factors regulating aluminum responsive genes. Plant Cell Environ. 2016;39:645–651. pmid:26476017
  18. 18. Cançado GMA, Nogueira FTS, Camargo SR, Drummond RD, Jorge RA, Menossi M. Gene expression profiling in maize roots under aluminum stress. Biol. Plant. 2008;52:475–485.
  19. 19. García-Morales S, Gómez-Merino FC, Trejo-Téllez LI, Herrera-Cabrera EB. Transcription factors involved in molecular responses of plants to osmotic stress. Rev. Fitotec. Mex. 2013;36:105–115.
  20. 20. Olsen AN, Ernst HA, Leggio LL, Skriver K. DNA-binding specificity and molecular functions of NAC transcription factors. Plant Sci. 2005;169:785–797.
  21. 21. Shao H, Wang H, Tang X. NAC transcription factors in plant multiple abiotic stress responses: progress and prospects. Front. Plant Sci. 2015;6:902. pmid:26579152
  22. 22. Souer E, van Houwelingen A, Kloos D, Mol L, Koes R. The no apical meristem gene of petunia is required for pattern formation in embryos and flowers and is expressed at meristem and primordia boundaries. Cell. 1996;85:159–170. pmid:8612269
  23. 23. Aida M, Ishida T, Fukaki H, Fujisawa H, Tasaka M. Genes involved in organ separation in Arabidopsis: An analysis of the cup-shaped cotyledon mutant. Plant Cell. 1997;9:841–857. pmid:9212461
  24. 24. Hegedus D, Yu M, Baldwin D, Gruber M, Sharpe A, Parkin I, et al. Molecular characterization of Brassica napus NAC domain transcriptional activators in response to biotic and abiotic stress. Plant Mol. Biol. 2003;53:383–397. pmid:14750526
  25. 25. Christianson JA, Dennis ES, Llewellyn DJ, Wilson IW. ATAF NAC transcription factors: Regulators of plant stress signaling. Plant Signal. Behav. 2010;5:428–432. pmid:20118664
  26. 26. Nuruzzaman M, Sharoni AM, Kikuchi S. Roles of NAC transcription factors in the regulation of biotic and abiotic stress responses in plants. Front. Microbiol. 2013;4:248. pmid:24058359
  27. 27. Osaki MT, Watanabe T, Tadano T. Beneficial effect of aluminum on growth of plants adapted to low pH soils. Soil Sci. Plant Nutr. 1997;43:551–563.
  28. 28. Nhan PP, Hai NT. Amelioration of aluminum toxicity on OM4900 rice seedlings by sodium silicate. Afri. J. Plant Sci. 2013;7:208–212.
  29. 29. Wang L, Fan XW, Pan JL, Huang ZB, Li YZ. Physiological characterization of maize tolerance to low dose of aluminum, highlighted by promoted leaf growth. Planta. 2015;242:1391–1403. pmid:26253178
  30. 30. Du B, Nian H, Zhang Z, Yang C. Effects of aluminum on superoxide dismutase and peroxidase activities, and lipid peroxidation in the roots and calluses of soybeans differing in aluminum tolerance. Acta Physiol. Plant. 2010;32:883–890.
  31. 31. Hernandez-Garcia CM, Finer JJ. Identification and validation of promoters and cis-acting regulatory elements. Plant Sci. 2014;217–218: 109–119. pmid:24467902
  32. 32. Fang Y, You J, Xie K, Xie W, Xiong L. Systematic sequence analysis and identification of tissue-specific or stress-responsive genes of NAC transcription factor family in rice. Mol. Gen. Genom. 2008;280:547–563.
  33. 33. Yamaguchi-Shinozaki K, Shinozaki K. Transcriptional regulatory networks in cellular responses and tolerance to dehydration and cold stresses. Annu. Rev. Plant Biol. 2006;57:781–803. pmid:16669782
  34. 34. Yamaguchi-Shinozaki K, Shinosaki K. A novel cis-acting element in an Arabidopsis gene is involved in responsiveness to drought, low-temperature, or high-salt stress. Plant Cell. 1994;6:251–264. pmid:8148648
  35. 35. Shinwari ZK, Nakashima K, Miura S, Kasuga M, Yamaguchi-Shinozaki K. An Arabidopsis gene family encoding DRE/CRT binding proteins involved in low-temperature-responsive gene expression. Biochem. Biophys. Res. Commun. 1998;250:161–170. pmid:9735350
  36. 36. Mossor-Pietraszewska T. Effect of aluminum on plant growth and metabolism. Acta Biochim. Polon. 2001;48:673–686. Available from: http://www.actabp.pl/pdf/3_2001/673.pdf. pmid:11833776
  37. 37. Moriyama U, Tomioka R, Kojima M, Sakakibara H, Takenaka C. Aluminum effect on starch, soluble sugar, and phytohormone in roots of Quercus serrata Thunb. seedlings. Trees. 2016;30:405–413.
  38. 38. Sun L, Tian J, Zhang H, Liao H. Phytohormone regulation of root growth triggered by P deficiency or Al toxicity. J. Exper. Bot. 2016;67:3655–3664.
  39. 39. Yu Y, Jin C, Sun C, Wang J, Ye Y, Zhou W, et al. Inhibition of ethylene production by putrescine alleviates aluminum induced root inhibition in wheat plants. Scient. Rep. 2016;6:18888.
  40. 40. Yang ZB, He C, Ma Y, Herde M, Ding Z. Jasmonic acid enhances Al-induced root-growth inhibition. Plant Physiol. 2016;173:1420–1433. pmid:27932419
  41. 41. Zimmermann P, Bleuler S, Laule O, Martin F, Ivanov N, Campanoni P, et al. ExpressionData—A public resource of high quality curated datasets representing gene expression across anatomy, development and experimental conditions. BioData Min. 2014;7:18. pmid:25228922
  42. 42. Gómez-Merino FC, Trejo-Téllez LI, Marín-Garza T. Micronutrient concentration and root growth in rice varieties exposed to aluminum. Rev. Fitotec. Mex. 2014;37:243–248
  43. 43. García-Morales S, Gómez-Merino FC, Trejo-Téllez LI. NAC transcription factor expression, amino acid concentration and growth of elite rice cultivars upon salt stress. Acta Physiol. Plant. 2014;36:1927–1936.
  44. 44. Caldana C, Scheible WR, Mueller-Roeber B, Ruzicic S. A quantitative RT-PCR platform for high-throughput expression profiling of 2500 rice transcription factors. Plant Meth. 2007;3:7.
  45. 45. Nakashima K, Tran LS, Van Hguyen D, Fujita M, Maruyama K, Todaka D, et al. Functional analysis of a NAC-type transcription factor OsNAC6 involved in abiotic and biotic stress-responsive gene expression in rice. Plant J. 2007;51:617–630. pmid:17587305
  46. 46. Sperotto RA, Ricachenevsky FK, Duarte GL, Boff T, Lopes KL, Sperb ER, et al. Identification of up-regulated genes in flag leaves during rice grain filling and characterization of OsNAC5, a new ABA-dependent transcription factor. Planta. 2009;230: 985–1002. pmid:19697058
  47. 47. Jeong JS, Kim YS, Baek KH, Jung H, Ha SH, Choi YD, et al. Root-specific expression of OsNAC10 improves drought tolerance and grain yield in rice under field drought conditions. Plant Physiol. 2010;153:185–197. pmid:20335401
  48. 48. Huang CF, Yamaji N, Mitani N, Yano M, Nagamura Y, Ma JF. A bacterial-type ABC transporter is involved in aluminum tolerance in rice. Plant Cell. 2009;21:655–667. pmid:19244140
  49. 49. Vandesompele J, De Preter K, Pattyn F, Poppe B, Van Roy N, De Paepe A, et al. Accurate normalization of real-time quantitative RT-PCR data by geometric averaging of multiple internal control genes. Gen. Biol. 2002;3:RESEARCH0034.
  50. 50. Schmittgen TD, Livak KJ. Analyzing real-time PCR data by the comparative CT method. Nature Protocols. 2008;3:1101–1108. pmid:18546601
  51. 51. Jin JP, Tian F, Yang DC, Meng YQ, Kong L, Luo JC and Gao G. PlantTFDB 4.0: toward a central hub for transcription factors and regulatory interactions in plants. Nucl. Acids Res. 2017;45(D1):D1040–D1045. pmid:27924042
  52. 52. Pérez-Rodríguez P, Riaño-Pachón DM, Guedes LG, Rensing SA, Kersten B, Mueller-Roeber B. PlnTFDB: updated content and new features of the plant transcription factor database. Nucl. Acids Res. 2010;38:822–827.
  53. 53. Camacho C, Coulouris G, Avaqyan V, Ma N, Papadopoulos J, Bealer K, et al. BLAST+: architecture and applications. BMC Bioinformatics. 2009;10:421. pmid:20003500
  54. 54. Lescot M, Déhais P, Thijs G, Marchal K, Moreau Y, Van de Peer Y, et al. PlantCARE, a database of plant cis-acting regulatory elements and a portal to tools for in silico analysis of promoter sequences. Nucl. Acids Res. 2002;30:325–327. pmid:11752327
  55. 55. Bailey TL, Boden M, Buske FA, Frith M, Grant CE, Clementi L, Ren J, Li WW, Noble WS. MEME SUITE: tools for motif discovery and searching. Nucl. Acids Res. 2009;37:W202–W208. pmid:19458158
  56. 56. Bailey TL, Gribskov M. Combining evidence using p-values: application to sequence homology searches. Bioinformatics. 1998;14:48–54. pmid:9520501
  57. 57. Gupta S, Stamatoyannopoulos JA, Bailey TL, Noble WS. Quantifying similarity between motifs. Gen. Biol. 2007;8:R24.
  58. 58. SAS/STAT ® 9.1 User’s Guide. Cary, NC: SAS Institute Inc; 2004.
  59. 59. Pilon-Smits EA, Quinn CF, Tapken W, Malagoli M, Schiavon M. Physiological functions of beneficial elements. Curr. Opin. Plant Biol. 2009;12:267–274. pmid:19477676
  60. 60. Hajiboland R, Rad SB, Barceló J, Poschenrieder C. Mechanisms of aluminum-induced growth stimulation in tea (Camellia sinensis). J. Plant Nutr. Soil Sci. 2013;176:616–625.
  61. 61. Roselló M, Poschenrieder C, Gunsé B, Barceló J, Llugany M. Differential activation of genes related to aluminium tolerance in two contrasting rice cultivars. J. Inorg. Biochem. 2015;152:160–166. pmid:26337117
  62. 62. Ouyang S, Zhu W, Hamilton J, Lin H, Campbell M, Childs K, et al. The TIGR rice genome annotation resource: improvements and new features. Nucl. Acids Res. 2007;35:D883–D887. pmid:17145706
  63. 63. Ibraheem O, Botha CE, Bradley G. In silico analysis of cis-acting regulatory elements in 5' regulatory regions of sucrose transporter gene families in rice (Oryza sativa Japonica) and Arabidopsis thaliana. Comput. Biol. Chem. 2010;34:268–283. pmid:21036669
  64. 64. Zou C, Sun K, Mackaluso JD, Seddon AE, Jin R, Thomashow MF, et al. Cis-regulatory code of stress-responsive transcription in Arabidopsis thaliana. Proc. Natl. Acad. Sci. USA. 2011;108:14992–14997. pmid:21849619
  65. 65. Wray GA, Hahn MW, Abouheif E, Balhoff JP, Pizer M, Rockman MV, et al. The evolution of transcriptional regulation in eukaryotes. Mol. Biol. Evol. 2003;20:1377–1419. pmid:12777501
  66. 66. Riaño-Pachón DM, Ruzicic S, Dreyer I, Mueller-Roeber B. PlnTFDB: an integrative plant transcription factor database. BMC Bioinformatics. 2007;8:42. pmid:17286856
  67. 67. Sindhu A, Chintamanani S, Brandt AS, Zanis M, Scofield SR, Johal GS. A guardian of grasses: specific origin and conservation of a unique disease-resistance gene in the grass lineage. Proc. Natl. Acad. Sci. USA. 2008;105:1762–1767. pmid:18230731
  68. 68. Wani SH, Kumar V, Shriram V, Sah SK. Phytohormones and their metabolic engineering for abiotic stress tolerance in crop plants. Crop J. 2016;4:162–176.
  69. 69. Hao D, Ohme-Takagi M, Sarai A. Unique mode of GCC box recognition by the DNA-binding domain of ethylene-responsive element-binding factor (ERF domain) in plant. J. Biol. Chem. 1998;273:26857–26861. pmid:9756931
  70. 70. Romero I, Fuertes A, Benito MJ, Malpica JM, Leyva A, Paz-Ares J. More than 80R2R3-MYB regulatory genes in the genome of Arabidopsis thaliana. Plant J. 1998;14:273–284. pmid:9628022
  71. 71. Shahnejat-Bushehri S, Allu AD, Mehterov N, Thirumalaikumar VP, Alseekh S, Fernie AR et al. Arabidopsis NAC transcription factor JUNGBRUNNEN1 exerts conserved control over gibberellin and brassinosteroid metabolism and signaling genes in tomato. Front. Plant Sci. 2017;8:214. pmid:28326087
  72. 72. Wang YX, Liu ZW, Wu ZJ, Li H, Zhuang J. Transcriptome-wide identification and expression analysis of the NAC gene family in tea plant [Camellia sinensis (L.) O. Kuntze]. PLoS ONE. 2016;11: e0166727. pmid:27855193
  73. 73. Li F, Li J, Qian M, Han M, Cao L, Liu H et al. Identification of peach NAP transcription factor genes and characterization of their expression in vegetative and reproductive organs during development and senescence. Front. Plant Sci. 2016;7:147. pmid:26909092
  74. 74. Quarles LD, Hartle JEI, Middleton JP, Zhang J, Arthur JM, Raymond JR. Aluminum-induced DNA synthesis in osteoblast: mediated by a G-protein coupled cation sensing mechanism. J. Cell. Biochem. 1994;56:106–117. pmid:7806584
  75. 75. Jones TR, Antonetti DL, Reid TW. Aluminum ions stimulate mitosis in murine cells in tissue culture. J. Cell. Biochem. 1986;30:31–39. pmid:3514637
  76. 76. Hande AS, Katageri IS, Jadhav MP, Adiger S, Gamanagatti S, Padmalatha KV et al. Transcript profiling of genes expressed during fibre development in diploid cotton (Gossypium arboreum L.). BMC Genomics. 2017;18:675. pmid:28859611
  77. 77. Osaki MT, Watanabe T, TadanoT. Beneficial effect of aluminum on growth of plants adapted to low pH soils. Soil Sci. Plant Nutr. 1997;43:551–563.
  78. 78. Fung KF, Carr HP, Zhang J, Wong MH. Growth and nutrient uptake of tea under different aluminium concentrations. J. Sci. Food Agric. 2008;88:1582–91.
  79. 79. Daspute AA,Sadhukhan A,Tokizawa M,Kobayashi Y,Panda SK, Koyama H. Transcriptional regulation of aluminum-tolerance genes in higher plants: Clarifying the underlying molecular mechanisms. Front. Plant Sci. 2017;8:1358. pmid:28848571
  80. 80. Bose J, Babourina O, Shabala S, Rengel Z. Low-pH and aluminum resistance in Arabidopsis correlates with high cytosolic magnesium content and increased magnesium uptake by plant roots. Plant Cell Physiol. 2013;54:1093–1104. pmid:23620479
  81. 81. Hajiboland R., Bahrami-Rad S., and Bastani S. Aluminum alleviates boron-deficiency induced growth impairment in tea plants. Biol. Plant. 2014;58:717–724.
  82. 82. Hajiboland R, Bastani S, Bahrami-Rad S, Poschenrieder C. Interactions between aluminum and boron in tea (Camellia sinensis) plants. Acta Physiol. Plant. 2015;37:54.
  83. 83. Zhou L, Tan Y, Huang L, Wang WX. Enhanced utilization of organic phosphorus in a marine diatom Thalassiosira weissflogii: A possible mechanism for aluminum effect under P limitation. J. Exp. Mar. Biol. Ecol. 2016; 478:77–85.
  84. 84. Watanabe T, Jansen S, Osaki M. Al-Fe interactions and growth enhancement in Melastoma malabathricum and Miscanthus sinensis dominating acid sulphate soils. Plant Cell Environ. 2006;29;2124–2132.
  85. 85. Watanabe T, Osaki M. Possible reasons why aluminum is a beneficial element for Melastoma malabathricum, an aluminum accumulator. Proceedings of the International Plant Nutrition Colloquium XVI. Department of Plant Science. UC Davis, UC Davis. 2009. http://escholarship.org/uc/item/187933t1
  86. 86. Hajiboland R, Barceló J, Poschenrieder C, Tolrá R. Amelioration of iron toxicity: A mechanism for aluminum-induced growth stimulation in tea plants. J. Inorg. Biochem. 2013;128:183–187. pmid:23910825
  87. 87. Arasimowicz-Jelonek M, Floryszak-Wieczorek J, Drzewiecka K, Chmielowska-Ba˛k J, Abramowski D, Izbianska K. Aluminum induces cross-resistance of potato to Phytophthora infestans. Planta. 2014; 239:679–694. pmid:24346311
  88. 88. Hajiboland R, Bahrami Rad S, Barceló J, Poschenrieder C. Mechanisms of aluminum-induced growth stimulation in tea (Camellia sinensis). J. Plant Nutr. Soil Sci. 2013;176:616–625.
  89. 89. Ghanati F, Morita A, Yokota H. Effects of aluminium on the growth of tea plant and activation of antioxidant system. Plant Soil. 2005;276:133–141.
  90. 90. González-Santana IH, Márquez-Guzmán J, Cram-Heydrich S, Cruz-Ortega R. Conostegia xalapensis (Melastomataceae): an aluminum accumulator plant. Physiol. Plant. 2012;144:134–145. pmid:21973178
  91. 91. Tomioka R, Takenaka C. Enhancement of root respiration and photosynthesis in Quercus serrata Thunb. seedlings by long-term aluminum treatment. Environ. Sci. 2007. 14:141–48. pmid:17622218
  92. 92. Tomioka R, Uchida A, Takenaka C, Tezuka T. Effect of aluminum on nitrate reductase and photosynthetic activities in Quercus serrata seedlings. Environ. Sci. 2007;14:157–165. pmid:17622220
  93. 93. Tomioka R, Takenaka C, Maeshima M, Tezuka T, Kojima M, Sakakibara H. Stimulation of root growth induced by aluminum in Quercus serrata Thunb. is related to activity of nitrate reductase and maintenance of IAA concentration in roots. Am. J. Plant Sci. 2012;3:1619–1624.
  94. 94. Cheng WH, Endo A, Zhou L, Penney J, Chen HC, Arroyo A A et al. A unique short-chain dehydrogenase/reductase in Arabidopsis glucose signaling and abscisic acid biosynthesis and functions. Plant Cell. 2002;14:2723–2743. pmid:12417697