Abstract
The Arabidopsis (Arabidopsis thaliana) mutant stop1 (for sensitive to proton rhizotoxicity1) carries a missense mutation at an essential domain of the histidine-2-cysteine-2 zinc finger protein STOP1. Transcriptome analyses revealed that various genes were down-regulated in the mutant, indicating that STOP1 is involved in signal transduction pathways regulating aluminum (Al)- and H+-responsive gene expression. The Al hypersensitivity of the mutant could be caused by down-regulation of AtALMT1 (for Arabidopsis ALUMINUM-ACTIVATED MALATE TRANSPORTER1) and ALS3 (ALUMINUM-SENSITIVE3). This hypothesis was supported by comparison of Al tolerance among T-DNA insertion lines and a transgenic stop mutant carrying cauliflower mosaic virus 35S∷AtALMT1. All T-DNA insertion lines of STOP1, AtALMT1, and ALS3 were sensitive to Al, but introduction of cauliflower mosaic virus 35S∷AtALMT1 did not completely restore the Al tolerance of the stop1 mutant. Down-regulation of various genes involved in ion homeostasis and pH-regulating metabolism in the mutant was also identified by microarray analyses. CBL-INTERACTING PROTEIN KINASE23, regulating a major K+ transporter, and a sulfate transporter, SULT3;5, were down-regulated in the mutant. In addition, integral profiling of the metabolites and transcripts revealed that pH-regulating metabolic pathways, such as the γ-aminobutyric acid shunt and biochemical pH stat pathways, are down-regulated in the mutant. These changes could explain the H+ hypersensitivity of the mutant and would make the mutant more susceptible in acid soil stress than other Al-hypersensitive T-DNA insertion lines. Finally, we showed that STOP1 is localized to the nucleus, suggesting that the protein regulates the expression of multiple genes that protect Arabidopsis from Al and H+ toxicities, possibly as a transcription factor.
Plants modulate tolerant mechanisms to adapt to various environmental stresses, such as drought, salinity, and soil acidity (Seki et al., 2003; Kochian et al., 2004). Molecular characterization of such systems is critical to develop efficient breeding programs to make crop plants with high productivity under stress environments. In this context, tolerance mechanisms to various stress factors involved in acid soils (e.g. rhizotoxicities of Al3+ and H+ [Kinraide, 2003], excess of manganese [Horst, 1988], and phosphorus deficiency [Neumann et al., 1999]) are important targets, because about 40% of world arable land is categorized as acid soil.
A number of genes that are responsible for Al tolerance have been isolated from various plant species. Genes encoding malate and citrate transporters were identified as key genes in the Al-exclusion mechanism, such as those encoding Al-activated malate transporters in wheat (Triticum aestivum; TaALMT1 [Sasaki et al., 2004]) and in Arabidopsis (Arabidopsis thaliana; AtALMT1 [Hoekenga et al., 2006]), and for the gene encoding a citrate transporter in sorghum (Sorghum bicolor; Magalhaes et al., 2007). ALS3, encoding a half-type ATP-binding cassette transporter that may be involved in the redistribution process of Al from sensitive tissues in Arabidopsis, was isolated by a mutant study (Larsen et al., 2005). On the other hand, molecular physiological studies identified several key genes regulating efficient phosphorus acquisition, such as the high-affinity phosphate transporter (Mitsukawa et al., 1997). Although H+ is highly rhizotoxic to various plant species (Koyama et al., 1995; Yokota and Ojima, 1995; Kinraide, 2003; Watanabe and Okada, 2005), our knowledge of the molecular basis for its toxicity is limited compared with that of other coexisting stress factors in acid soils, such as manganese toxicity (Delhaize et al., 2003).
Studies on rhizotoxicity indicate that patterns of damage caused by H+ are distinct from those induced by Al (Koyama et al., 1995). In addition, these stress factors were distinguished by a modeling of root elongation in acidic forest soil (Kinraide, 2003). These reports suggest that H+ and Al rhizotoxicities induce damage in the roots by different processes. However, several studies selecting Al-tolerant cultivars suggested that H+ tolerance and Al tolerance are genetically linked in some plant species (Rangel et al., 2005; Yang et al., 2005). These suggest that, although the mechanisms of the toxicities of H+ and Al would involve distinct biological processes, tolerance to these stresses might be concomitantly regulated in some plant species, possibly by the same genetic factors. Recently, we isolated an Arabidopsis mutant that shows hypersensitivity to H+ rhizotoxicity and, interestingly, hypersensitivity to Al (Iuchi et al., 2007). The mutant might be a useful model to dissect the mechanism(s) of H+ tolerance at the molecular level and the interaction of tolerance mechanisms to Al3+ and H+.
The stop1 (for sensitivity to proton rhizotoxicity1) mutant of Arabidopsis was isolated from an ethyl methanesulfonate-mutagenized population using growth inhibition of the roots in the root-vending assay on low-pH gelled medium as a selection index (Iuchi et al., 2007). Interestingly, the stop1 mutant was also hypersensitive to Al, although it was selected by H+ sensitivity. Chromosome-walking analyses, followed by genomic DNA sequencing analysis, revealed that the stop1 mutant carries a missense mutation that substitutes an essential His residue with Tyr in the Cys-2-Hys-2 motif of a putative zinc finger protein, STOP1. On the other hand, one of the critical genes for Al tolerance in Arabidopsis, namely AtALMT1, encoding an Al-activated malate transporter (Hoekenga et al., 2006), was down-regulated in the stop1 mutant (Iuchi et al., 2007). This turns off the major Al tolerance mechanism of Arabidopsis in the stop1 mutant, namely Al-responsive malate release (Kobayashi et al., 2007). However, reverse genetics studies revealed that AtALMT1 is not involved in the H+-tolerant mechanisms, because a knockout mutant (i.e. T-DNA insertion line) of AtALMT1 was not sensitive to H+ (Kobayashi et al., 2007). These results suggest that STOP1 functions to regulate the expression of other genes that critically affect hypersensitivity to H+ and also to Al. Recently, Liu et al. (2009) reported that one of the other genes for Al tolerance in Arabidopsis (i.e. a type of multidrug and toxic compound exclusion protein [AtMATE]; At1g51340) is regulated by STOP1. Although zinc finger proteins have various functions (Englbrecht et al., 2004), these results suggest that STOP1 is one of the key factors involved in the signal transduction pathways regulating tolerance mechanisms to Al and H+ rhizotoxicities, which would consist of various genes other than AtALMT1 (Iuchi et al., 2007) and AtMATE for Al tolerance (Liu et al., 2009).
In this study, we performed molecular physiological characterization of the hypersensitivities of the stop1 mutant to both Al and H+. DNA microarray analysis revealed that multiple genes critical for Al tolerance (i.e. AtALMT1 and ALS3) and those potentially contributing to low pH resistance were down-regulated in the stop1 mutant, such as genes belonging to biological processes of ion homeostasis (i.e. potassium and others). In addition, an integrated analysis of metabolites and transcripts revealed that metabolic pathways that have been assumed to regulate cytosolic pH of the plant (biochemical pH stat [Sakano, 1998] and γ-aminobutyric acid [GABA] shunt [Bouche and Fromm, 2004] pathways) were also down-regulated in the mutant. Interestingly, both ion homeostasis and pH-regulating metabolism are critical for low pH resistance in other organisms, such as Escherichia coli (Yohannes et al., 2004) and fish (Hirata et al., 2003) and possibly in higher plants (Yan et al., 1992). These results indicated that STOP1 regulates multiple tolerant mechanisms to major stress factors of acid soil and that some of the H+-resistant systems down-regulated in the stop1 mutant are similar to those of other organisms.
RESULTS
Transcriptomic Identification of Repressed Genes in the stop1 Mutant
As reported previously, one of the genes critical for Al tolerance, AtALMT1, was significantly down-regulated in the stop1 mutant (Iuchi et al., 2007). However, the gene does not contribute to H+ tolerance (Kobayashi et al., 2007). This suggested that STOP1 is involved in signal transduction pathways that regulate the expression of the Al- and H+-responsive genes other than AtALMT1. To examine this possibility and to identify these other genes, we performed a series of DNA microarray analyses for gene expression. First, we identified greatly repressed genes in the stop1 mutant in Al and H+ treatments by competitive microarray analysis between the stop1 mutant and the wild type. Using fold change (FC) values (stop1 mutant/wild type) of three biologically independent replications, 101 and 45 genes were identified as significantly down-regulated in the stop1 mutant with Al and H+ treatments, respectively. These genes belonged to the lowest 1% of detected genes in all three replications, indicating that down-regulation of the genes was reproducible (Fig. 1A). From the identified genes, 32 genes were down-regulated with both Al and H+ treatments.
Down-regulation in the stop1 mutant may occur if the expression of the genes is related to growth rate, because growth is inhibited in the mutant more severely than in the wild type. Such genes would be down-regulated in the wild type with Al and H+ treatments, where the growth rate of the wild type was reduced compared with the control treatment. Such genes were filtered from the above selected genes using FC values of the competitive microarrays in the wild type (i.e. Al treatments/control and H+/control). To maximize the effect of this filtering, both the genes significantly down-regulated in the treatments (FC < 1 with P < 0.05 by t test), and those with FC < 0.8 were filtered out. By this procedure, 64 (Al) and 28 (H+) genes, including 19 of the overlapping genes (detected by both Al and H+), were filtered out from the list of significantly down-regulated genes in the stop1 mutant (Fig. 1; Supplemental Table S1). More than half of such filtered genes were down-regulated in the T-DNA insertion mutant of AtALMT1 (AtALMT1-KO) with Al treatment (FC [AtALMT1-KO/wild type] < 1 with P < 0.05 by t test and/or FC < 0.8; Table I; Supplemental Table S1], where the growth of AtALMT1-KO is repressed compared with the wild type. This suggests that the above filtering was effective at eliminating false positives linked to growth suppression in the sensitive lines (i.e. in the stop1 mutant). There was one gene (At1g53480) in the shared gene group by both Al and H+ treatments that was not down-regulated in the wild type with Al treatment and was significantly down-regulated in the AtALMT1-KO line. This gene might be repressed in the stop1 mutant due to the block of Al-activated malate release but not by the mutation of STOP1. Finally, we identified a total of 39 down-regulated genes that included 12 genes that were shared with both Al and H+ treatments (Table I; Fig. 1A).
Table I.
Arabidopsis Genome Initiative Code | FC (stop1 Mutant or AtALMT1-KO/Wild Type)
|
FC in the Wild Type with Al or Low-pH Treatments (Treatment/Control)
|
Description | ||||||||
---|---|---|---|---|---|---|---|---|---|---|---|
Al stop1 Mutant
|
Low-pH stop1 Mutant
|
Al AtALMT1-KO
|
Al
|
Low pH
|
|||||||
FC ± sd | P | FC ± sd | P | FC ± sd | P | FC ± sd | P | FC ± sd | P | ||
Repressed in the stop1 mutant and up-regulated or stable in the wild type with Al and low-pH treatments; 12 (+1 of the gene repressed in AtALMT1-KO) genes | |||||||||||
At1g08430 | 0.01 ± 0.00 | 0.001 | 0.01 ± 0.00 | 0.000 | 0.01 ± 0.00 | 0.001 | 24.40 ± 13.8 | 0.009 | 7.41 ± 4.07 | 0.021 | ATALMT1 (Al-activated malate transporter 1) |
At1g30270 | 0.13 ± 0.03 | 0.003 | 0.19 ± 0.02 | 0.001 | 1.02 ± 0.14 | 0.866 | 1.44 ± 0.09 | 0.009 | 1.42 ± 0.25 | 0.073 | ATCIPK23 (CBL-interacting protein kinase 23) |
At1g51840 | 0.25 ± 0.06 | 0.010 | 0.40 ± 0.06 | 0.008 | 1.03 ± 0.15 | 0.765 | 1.31 ± 0.42 | 0.272 | 1.21 ± 0.30 | 0.305 | Similar to Leu-rich repeat protein kinase, putative |
At2g18480 | 0.06 ± 0.01 | 0.002 | 0.12 ± 0.09 | 0.031 | 1.08 ± 0.15 | 0.433 | 6.97 ± 1.12 | 0.002 | 1.89 ± 0.08 | 0.001 | PLT3 (probable polyol transporter 3) |
At2g41380 | 0.04 ± 0.01 | 0.003 | 0.14 ± 0.08 | 0.025 | 1.11 ± 0.16 | 0.327 | 6.98 ± 3.70 | 0.021 | 2.28 ± 0.57 | 0.028 | Similar to embryo-abundant protein-related |
At5g02480 | 0.19 ± 0.03 | 0.003 | 0.31 ± 0.08 | 0.015 | 1.07 ± 0.15 | 0.491 | 2.02 ± 0.31 | 0.015 | 1.18 ± 0.07 | 0.040 | Similar to SLT1 (sodium- and lithium-tolerant 1) |
At5g06860 | 0.05 ± 0.00 | 0.000 | 0.13 ± 0.06 | 0.017 | 1.17 ± 0.17 | 0.201 | 1.93 ± 1.46 | 0.232 | 1.00 ± 0.74 | 0.992 | PGIP1 (polygalacturonase-inhibiting protein 1) |
At5g18170 | 0.08 ± 0.01 | 0.001 | 0.27 ± 0.11 | 0.030 | 1.26 ± 0.18 | 0.109 | 2.91 ± 0.39 | 0.005 | 1.19 ± 0.10 | 0.068 | GDH1 (glutamate dehydrogenase 1) |
At5g19600 | 0.01 ± 0.00 | 0.002 | 0.29 ± 0.06 | 0.008 | 1.33 ± 0.19 | 0.074 | 1.50 ± 0.45 | 0.138 | 2.08 ± 0.37 | 0.019 | SULTR3;5 (sulfate transporter 3;5) |
At5g22890 | 0.06 ± 0.01 | 0.001 | 0.16 ± 0.08 | 0.023 | 1.07 ± 0.15 | 0.520 | 1.03 ± 0.20 | 0.809 | 1.15 ± 0.15 | 0.200 | STOP2 (a STOP1 homolog) |
At5g38200 | 0.02 ± 0.00 | 0.001 | 0.10 ± 0.04 | 0.009 | 1.06 ± 0.15 | 0.552 | 4.16 ± 1.79 | 0.027 | 1.77 ± 0.19 | 0.012 | Similar to hydrolase |
At5g66650 | 0.24 ± 0.03 | 0.003 | 0.19 ± 0.13 | 0.043 | 1.03 ± 0.15 | 0.766 | 9.13 ± 1.11 | 0.001 | 2.68 ± 1.17 | 0.055 | Similar to unknown protein |
At1g53480 | 0.02 ± 0.01 | 0.002 | 0.02 ± 0.01 | 0.007 | 0.01 ± 0.00 | 0.003 | 1.02 ± 0.02 | 0.341 | 1.10 ± 0.05 | 0.060 | Similar to unknown protein |
Repressed in the stop1 mutant and up-regulated or stable in the wild type with Al treatment; 24 genes | |||||||||||
At1g35670 | 0.34 ± 0.02 | 0.001 | 0.76 ± 0.06 | 0.030 | 1.05 ± 0.15 | 0.598 | 1.35 ± 0.07 | 0.011 | 0.53 ± 0.08 | 0.020 | ATCDPK2 (calcium-dependent protein kinase 2) |
At1g60610 | 0.26 ± 0.05 | 0.006 | 0.54 ± 0.05 | 0.008 | 0.95 ± 0.14 | 0.618 | 1.68 ± 0.23 | 0.023 | 1.16 ± 0.10 | 0.095 | Similar to protein-binding/zinc ion-binding |
At1g61560 | 0.26 ± 0.03 | 0.003 | 0.61 ± 0.09 | 0.029 | 0.99 ± 0.14 | 0.955 | 3.34 ± 0.75 | 0.011 | 2.65 ± 1.02 | 0.045 | MLO6 (mildew resistance locus O6) |
At1g72870 | 0.22 ± 0.09 | 0.021 | 0.59 ± 0.15 | 0.064 | 0.92 ± 0.13 | 0.406 | 1.29 ± 0.32 | 0.213 | 0.60 ± 0.05 | 0.008 | Putative disease resistance protein (TIR-NBS class) |
At1g77760 | 0.18 ± 0.05 | 0.008 | 0.88 ± 0.30 | 0.574 | 1.29 ± 0.19 | 0.088 | 1.66 ± 0.30 | 0.038 | 1.68 ± 0.13 | 0.007 | NIA1 (nitrate reductase 1) |
At2g01180 | 0.31 ± 0.03 | 0.003 | 0.59 ± 0.09 | 0.028 | 1.03 ± 0.15 | 0.779 | 2.13 ± 0.32 | 0.013 | 1.04 ± 0.09 | 0.525 | ATPAP1 (phosphatidic acid phosphatase 1) |
At2g16660 | 0.34 ± 0.01 | 0.001 | 0.53 ± 0.06 | 0.009 | 1.23 ± 0.18 | 0.126 | 2.62 ± 0.66 | 0.021 | 1.29 ± 0.43 | 0.310 | Similar to nodulin family protein |
At2g23150 | 0.31 ± 0.03 | 0.002 | 0.61 ± 0.13 | 0.054 | 1.04 ± 0.16 | 0.661 | 2.80 ± 0.55 | 0.012 | 1.27 ± 0.08 | 0.020 | NRAMP3 (manganese ion transporter) |
At2g28270 | 0.08 ± 0.03 | 0.006 | 0.41 ± 0.26 | 0.114 | 0.98 ± 0.23 | 0.873 | 2.52 ± 0.92 | 0.046 | 0.74 ± 0.34 | 0.357 | Similar to DC1 domain-containing protein |
At2g39380 | 0.28 ± 0.05 | 0.005 | 0.83 ± 0.07 | 0.064 | 1.03 ± 0.15 | 0.753 | 1.41 ± 0.21 | 0.054 | 2.63 ± 0.22 | 0.003 | ATEXO70H2 (exocyst subunit EXO70 family protein H2) |
At2g39510 | 0.27 ± 0.07 | 0.013 | 1.32 ± 1.12 | 0.579 | 1.35 ± 0.20 | 0.072 | 9.60 ± 7.83 | 0.032 | 1.97 ± 1.57 | 0.235 | Similar to nodulin MtN21 family protein |
At2g43590 | 0.25 ± 0.10 | 0.025 | 1.09 ± 0.50 | 0.754 | 0.84 ± 0.15 | 0.157 | 3.20 ± 0.63 | 0.009 | 2.22 ± 2.00 | 0.214 | Putative chitinase |
At2g45220 | 0.26 ± 0.04 | 0.005 | 0.69 ± 0.02 | 0.003 | 1.13 ± 0.29 | 0.458 | 1.98 ± 0.26 | 0.012 | 0.43 ± 0.11 | 0.026 | Similar to pectin esterase family protein |
At3g05400 | 0.19 ± 0.04 | 0.004 | 0.63 ± 0.15 | 0.076 | 1.20 ± 0.17 | 0.158 | 2.98 ± 1.04 | 0.031 | 1.07 ± 0.09 | 0.293 | SUGTL5 (sugar transporter ERD6-like 12) |
At3g28290 | 0.13 ± 0.03 | 0.004 | 0.46 ± 0.16 | 0.055 | 0.87 ± 0.12 | 0.237 | 1.51 ± 0.13 | 0.014 | 0.93 ± 0.28 | 0.713 | Similar to AT14A |
At4g13420 | 0.03 ± 0.00 | 0.000 | 2.21 ± 1.35 | 0.135 | 0.84 ± 0.12 | 0.165 | 7.54 ± 4.39 | 0.023 | 6.86 ± 1.12 | 0.002 | HAK5 (high-affinity K+ transporter 5) |
At4g16563 | 0.09 ± 0.07 | 0.026 | 0.22 ± 0.27 | 0.113 | 1.13 ± 0.28 | 0.449 | 1.22 ± 0.31 | 0.307 | 0.35 ± 0.04 | 0.004 | Similar to aspartyl protease family protein |
At4g30270 | 0.28 ± 0.06 | 0.010 | 0.84 ± 0.63 | 0.693 | 0.91 ± 0.15 | 0.407 | 12.56 ± 5.39 | 0.009 | 2.05 ± 0.76 | 0.074 | MERI5B (endoxyloglucan transferase) |
At4g38470 | 0.29 ± 0.05 | 0.007 | 0.80 ± 0.22 | 0.297 | 1.17 ± 0.17 | 0.200 | 1.13 ± 0.20 | 0.343 | 1.15 ± 0.17 | 0.245 | Similar to protein kinase family protein |
At5g07440 | 0.29 ± 0.05 | 0.005 | 0.54 ± 0.15 | 0.060 | 1.16 ± 0.17 | 0.208 | 2.55 ± 0.16 | 0.001 | 1.23 ± 0.17 | 0.123 | GDH2 (glutamate dehydrogenase 2) |
At5g11670 | 0.26 ± 0.07 | 0.012 | 0.67 ± 0.06 | 0.017 | 1.02 ± 0.14 | 0.834 | 3.62 ± 0.78 | 0.009 | 1.53 ± 0.15 | 0.018 | ATNADP-ME2 (malic enzyme 2) |
At5g17860 | 0.31 ± 0.03 | 0.003 | 0.98 ± 0.02 | 0.208 | 0.98 ± 0.17 | 0.837 | 1.28 ± 0.06 | 0.012 | 1.02 ± 0.06 | 0.681 | CAX7 (calcium exchanger 7) |
At5g47560 | 0.12 ± 0.02 | 0.002 | 0.75 ± 0.15 | 0.129 | 1.09 ± 0.19 | 0.423 | 1.05 ± 0.12 | 0.557 | 1.06 ± 0.12 | 0.457 | ATTDT (tonoplast malate/fumarate transporter) |
At5g66800 | 0.33 ± 0.03 | 0.003 | 0.58 ± 0.06 | 0.011 | 0.71 ± 0.11 | 0.057 | 1.04 ± 0.05 | 0.248 | 0.91 ± 0.06 | 0.124 | Similar to unknown protein |
Repressed in the stop1 mutant and up-regulated or stable in the wild type with low-pH treatment; four genes | |||||||||||
At1g62280 | 0.97 ± 0.62 | 0.936 | 0.47 ± 0.01 | 0.001 | 0.84 ± 0.15 | 0.161 | 0.33 ± 0.30 | 0.133 | 1.06 ± 0.51 | 0.858 | SLAH1 (SLAC1 homolog 1) |
At1g75840 | 0.58 ± 0.04 | 0.005 | 0.47 ± 0.03 | 0.002 | 0.99 ± 0.15 | 0.879 | 0.94 ± 0.14 | 0.570 | 1.03 ± 0.06 | 0.460 | ATROP4 (rho-like GTP-binding protein 4) |
At3g12750 | 0.60 ± 0.05 | 0.010 | 0.46 ± 0.09 | 0.020 | 1.42 ± 0.21 | 0.053 | 0.55 ± 0.04 | 0.004 | 1.62 ± 0.13 | 0.009 | ZIP1 (zinc transporter 1) |
At5g24780 | 0.65 ± 0.57 | 0.431 | 0.43 ± 0.01 | 0.000 | 2.21 ± 0.42 | 0.004 | 1.06 ± 1.02 | 0.918 | 4.00 ± 1.69 | 0.027 | VSP1 (vegetative storage protein1) |
To further evaluate whether the repression of the genes in the mutant was caused by the mutation of STOP1, the expression levels of the 12 shared genes with both treatments were examined in STOP1-KO (T-DNA insertion in STOP1) and with the transgenic mutant carrying normal STOP1 by introducing cauliflower mosaic virus (CaMV) 35S∷STOP1 (Iuchi et al., 2007). Very similar expression profiles were found in the stop1 mutant and STOP1-KO (Fig. 1B). Furthermore, expression of these down-regulated genes recovered in the transgenic mutant carrying normal STOP1 (Fig. 1B). These results indicate that mutation of STOP1 affects the expression of these identified genes.
Function of the Genes Repressed in the stop1 Mutant
The shared gene group, whose members were repressed by both Al and H+ treatments in the stop1 mutant, contained a previously identified gene critical for Al tolerance, AtALMT1 (Hoekenga et al., 2006; Table I), and a homolog of STOP1, encoding a zinc finger protein (referred to here as STOP2). Several genes for transporters (i.e. SULTR3;5 encoding a sulfate transporter 3;5 and PLT3 encoding a probable polyol transporter 3) and regulatory proteins in ion transport (CBL-INTERACTING PROTEIN KINASE23 [CIPK23] regulating AKT1 activity and a homolog of SLT1 [for sodium and lithium tolerant 1] regulating Na+/K+ transport) were identified in this down-regulated gene group. One of major genes for nitrogen metabolism, GLUTAMATE DEHYDROGENASE1 (GDH1), and a gene that might belong to biotic stress defense systems, POLYGALACTURONASE-INHIBITING PROTEIN1 (PGIP1), were also found in the same down-regulated gene group.
The other two gene groups, which were down-regulated by either Al or H+ treatment, contained several genes that are functionally related to the above gene group detected by both treatments (Table I). One of major potassium transporters, HAK5, and major enzymes in nitrogen metabolism (NIA1 [for nitrate reductase] and GDH2) belong to the gene group identified by Al3+ treatment. Different types of malate transporters, namely AtTDT (a vacuolar malate/Na+ cotransporter), a homolog of SLAC1 (for slow anion channel 1), and a malate metabolism enzyme (ME2 encoding a malic enzyme) belong to the gene group identified with Al (AtTDT and ME2) or low pH (SLAC1 homolog) treatment, respectively. These data suggest that mutation of STOP1 modifies ion homeostasis, malate transport, and metabolism in the stop1 mutant.
Down-Regulation of ALS3 in the stop1 Mutant
Although genes critical for H+ sensitivity have not been clarified yet, several genes responsible for Al tolerance have been identified in Arabidopsis. In the above data mining, we only identified genes significantly down-regulated in the stop1 mutant, or genes in the bottom 1% of FC values. However, genes that were relatively less down-regulated might contribute to the enhancement of Al hypersensitivity of the stop1 mutant if the genes are critical for Al tolerance. This possibility was examined with the reported Al-resistant genes using FC values (stop1 mutant/wild type) of the same microarray data. ALS1 and ALS3 were identified by mutant studies (Larsen et al., 2005), while WAK1 (for cell wall-associated kinase 1 [Sivaguru et al., 2003]; At1g21250), AtBCB [for Arabidopsis blue copper-binding protein [Ezaki et al., 2004]; At5g20230), and AtCS (for Arabidopsis citrate synthase [Koyama et al., 1999]) were identified by transgenic approaches. Among these genes, only ALS3 (At2g37330), which is involved in the redistribution process of Al from sensitive tissues, was down-regulated in the stop1 mutant, with an FC of 0.33 (Supplemental Fig. S1). The expression level of ALS3 was determined by quantitative reverse transcription (RT)-PCR, which showed that it was down-regulated in the stop1 mutant and STOP1-KO, and it recovered its expression level in the complemented line of the mutant carrying CaMV35S∷STOP1 (Fig. 2A). This result indicated that STOP1 regulates at least a set of genes critical for Al tolerance in Arabidopsis (i.e. AtALMT1 and ALS3).
We compared the growth of KO mutants to evaluate the down-regulation of multiple Al-resistant genes on the Al-hypersensitive phenotype of the stop1 mutant. As reported previously (Iuchi et al., 2007), STOP1-KO is sensitive to H+, while AtALMT1-KO is not (Fig. 2, B and C; Kobayashi et al., 2007). In the control solution (no Al), pH 5.5, all KO mutants grew comparably to the wild type. On the other hand, H+ rhizotoxicity (i.e. inhibition of root growth with comparison to pH 5.5) in the wild type appeared slight at pH 5.0 (about 30% inhibition) and became greater at pH 4.7 (about 50% inhibition). Under these conditions, ALS3-KO grew slightly better than the wild type at pH 5.0 and 4.7, indicating that down-regulation of ALS3 was not related to H+ hypersensitivity of the stop1 mutant. To evaluate the Al sensitivity of these KO mutants, we employed a relatively high pH to minimize the effect of H+ toxicity. pH 5.0 was previously used in quantitative trait locus analyses of Al tolerance (Kobayashi et al., 2005; Ikka et al., 2008), while pH 5.5 was also employed to minimize H+ rhizotoxicity in this study. Under both conditions, ALS3-KO showed a hypersensitive phenotype to Al in comparison with the wild type, while it was significantly more resistant than STOP1-KO and AtALMT1-KO (Fig. 2, B and C). These results indicate that down-regulation of ALS3 contributes to the greater hypersensitivity to Al of the stop1 mutant than that of AtALMT1-KO. This possibility was supported by an in planta complementation assay with the stop1 mutant by introducing CaMV35S∷AtALMT1. Overexpression of AtALMT1 in the stop1 mutant restored Al3+ tolerance as the expression level of AtALMT1 was increased. However, it did not completely restore Al tolerance, even if the expression levels of AtALMT1 in the transgenic lines were greater than in the wild type (Fig. 3). On the other hand, growth inhibition of STOP1-KO in the Al toxic solution at pH 5.5 was significantly more severe than that of AtALMT1-KO when these two lines were statistically compared (t test, P = 7.71 × 10−5). These results indicated that the hypersensitivity of STOP1-KO to Al rhizotoxicity is caused by down-regulation of multiple genes critical for Al tolerance in Arabidopsis.
Growth of the STOP1-KO and Al-Sensitive KO Mutants in Soil Culture
In our previous study, we showed that H+-sensitive accessions of Arabidopsis grew poorly in acid soil compared with H+-resistant accessions (see Fig. 5 in Ikka et al., 2007). Under the same soil culture system, the growth of STOP1-KO and other Al-hypersensitive KO mutants was compared to evaluate negative impacts of H+ hypersensitivity due to dysfunction of STOP1. On the neutral-pH forest brown soil (pH 6.6), STOP1-KO and other KO mutants grew comparably to the wild type, indicating that disruption of STOP1 did not affect growth at neutral pH in soil culture (Fig. 4). On the other hand, growth of STOP1-KO and other Al-hypersensitive KO mutants was inhibited in acid soil containing rhizotoxic exchangeable Al and low pH. At the lowest liming plot, growth of all KO mutants was almost totally inhibited due to Al rhizotoxicity, but it recovered when Al rhizotoxicities in soil were alleviated by CaCO3. Growth of ALS3-KO and AtALMT1-KO became comparable to that of the wild type in the middle (ALS3-KO) and high (AtALMT1-KO) liming plots, respectively. This pattern could account for the difference of Al sensitivity of these KO mutants, as judged by hydroponic culture (Fig. 2, B and C), and also suggests that Al rhizotoxicity was totally alleviated in the high liming plot. However, in the high liming plot, growth of STOP1-KO was significantly inhibited compared with the wild type and other Al-hypersensitive KO mutants. This indicated that the hypersensitivity to H+ of the stop1 mutant has a negative impact on its growth capacity in acid soil, possibly due to hypersensitivity to H+. In fact, growth of STOP1-KO was significantly less than that of the wild type at the pH of high liming soil (pH 5.2) when judged in hydroponic conditions (see Fig. 6A in Iuchi et al., 2007).
Effect of the stop1 Mutation on Metabolic Pathways Related to pH Regulation
AtTDT, which encodes a vacuolar malate transporter that is involved in the pH regulation process in Arabidopsis, was identified as a significantly down-regulated gene after Al treatment in the stop1 mutant. However, the gene was not greatly down-regulated in the low-pH treatment; thus, the gene may not solely account for the H+ hypersensitivity of the stop1 mutant. This suggested that other genes cooperatively affect the H+ hypersensitivity of the mutant. One possible mechanism that could explain H+ hypersensitivity is the block of pH-regulating metabolic pathways, because some of the genes (e.g. GDH in the GABA shunt [Bouche and Fromm, 2004] and malic enzyme in the biochemical pH stat [Sakano, 1998]) were found in the significantly down-regulated genes group in the stop1 mutant (Table I).
Both comparative DNA microarray data (stop1 mutant/wild type) and that of metabolites (STOP1-KO/wild type) with H+ treatment (pH 4.5, 24 h) were integrated on a pathway map including pH-regulating pathways (Fig. 5). In this experiment, we rejected the genes with low intensity (intensity < 1,000) for comparison because their impacts on metabolism would be relatively small compared with those with greater intensity. Among a total of 222 genes in the pathway map (i.e. glycolysis pathway, tricarboxylic acid cycle, and related organic acid and amino acid metabolic pathways; Supplemental Table S3), 11 genes were relatively more down-regulated in the stop1 mutant than other genes (stop1 mutant/wild type < 0.8 and P < 0.05 in t test between the FC and 1), including four genes encoding enzymes in the pH-regulating metabolic pathways (Fig. 5; Supplemental Table S3). Genes encoding enzymes in the GABA shunt pathway (GDH1 and GAD1; Bouche and Fromm, 2004) and two others in the biochemical pH stat pathway (ME1 and ME2; Sakano, 1998) were down-regulated in the stop1 mutant. In addition, quantitative RT-PCR analysis revealed that GABA-T (GABA aminotransferase) and GDH2 tended to be down-regulated in STOP1-KO, even if it was rejected by a slightly larger P value than the significance threshold of microarray data analysis (GABA-T, FC = 0.76, P = 0.06 in t test for stop1 mutant/wild type < 1; GDH2, FC = 0.54, P = 0.06 in t test for stop1 mutant/wild type < 1). These trends were confirmed by quantitative RT-PCR analysis in STOP1-KO (Fig. 5). Taken together, we could assume that down-regulation of these genes in the stop1 mutant, which belong to pH-regulating pathways, was caused by the dysfunction of STOP1 (Fig. 5). Only four genes on the pathway map were significantly up-regulated in the stop1 mutant (pH 4.5; stop1 mutant/wild type > 1.25, P < 0.05 in t test between the FC and 1), including a gene for one of the isozymes of pyruvate decarboxylase (PDC2) and another encoding a putative homolog (At4g33070; Supplemental Table S3).
Under these conditions, some metabolites in the pathway were significantly changed in the STOP1-KO mutant. A total of 24 metabolites were detected by our analyses, and four metabolites were significantly altered in the STOP1-KO mutant (Fig. 5; Supplemental Table S2). The amounts of GABA and succinate, which belonged to the GABA shunt pathway, were significantly lower in the KO mutant. In addition, products of malic enzymes of the pH stat pathway were also significantly lower in the mutant. These results indicated that pH-regulating pathways are down-regulated by the stop1 mutant. On the other hand, Suc concentration was significantly increased in the stop1 mutant, suggesting that dysfunction of STOP1 also affects Suc availability in the roots. This was accompanied by the repression of several homologs of hexokinase (HXK3 and HXK4).
Intracellular Localization of the STOP1 Protein
Down-regulation of various genes in the stop1 mutant suggested that STOP1 belongs to the gene expression pathways responsive to H+ and Al stresses. To further examine this possibility, we determined the intracellular localization of the STOP1 protein by transient assay in onion (Allium cepa) epidermis cells using a STOP1 fusion protein with GFP. When the control construct, CaMV35S∷GFP, was introduced to the epidermis cells by particle bombardment, the whole cell fluoresced in green and the nucleus fluoresced slightly (Fig. 6). This was a typical subcellular localization pattern for GFP in plant cells. By contrast, the cells harboring CaMV35S∷STOP1:GFP fluoresced only in the nucleus (Fig. 6). This clearly showed that STOP1 localizes in the nucleus and suggests that it might be involved in the regulation of transcription in the nucleus, either as a transcription factor or by affecting other members of the H+ or Al signal transduction pathways.
DISCUSSION
Comparative microarray analyses followed by quantitative RT-PCR revealed that dysfunction of STOP1 caused down-regulation of two of genes critical for Al3+ tolerance, AtALMT1 (Kobayashi et al., 2007) and ALS3 (Larsen et al., 2005; Table I, Fig. 2; Supplemental Fig. S1). In addition, another gene for Al tolerance, AtMATE, was identified as one of the genes regulated by STOP1, because the expression of the gene was greatly repressed in STOP1-KO (Liu et al., 2009). We arbitrarily rejected the AtMATE gene during quality control of the comparative microarray data because it has abnormal scanning data in two of the three replications in the low-pH induction of the wild type, but the repression level of the gene was comparable to that of genes listed as significantly repressed by Al in Table I (i.e. FC of the stop1 mutant/wild type in Al was 0.23 ± 0.07; Supplemental Table S4). Taken together, these results indicated that multiple genes for Al tolerance were coregulated in Arabidopsis in a gene expression pathway that requires the STOP1 protein (Fig. 7). In addition, dysfunction of STOP1 caused down-regulation of several genes that could affect H+ tolerance, belonging to ion homeostasis and pH regulation pathways (Table I; Fig. 5). This was consistent with the growth response of STOP1-KO and Al-hypersensitive KO mutants, AtALMT1-KO and ALS3-KO, in hydroponics and acid soil culture conditions (Figs. 2 and 4). STOP1-KO was sensitive to H+ rhizotoxicity, and its growth in acid soil was more repressed than that of other Al-sensitive KO mutants, which were not sensitive to H+ rhizotoxicity. These results clearly indicated that both the tolerance systems for Al and H+ rhizotoxicities are coregulated by a signal transduction pathway that involves STOP1 (Fig. 7). The intracellular localization of GFP:STOP1 indicated that STOP1 acts in the nucleus (Fig. 6), either as a transcription factor or as another critical factor regulating transcription.
AtALMT1-KO and ALS3-KO were not sensitive to H+ rhizotoxicity; therefore, other genes down-regulated in the stop1 mutant should function as the tolerant system for H+ rhizotoxicity. DNA microarray analyses (e.g. a comparative array with the stop1 mutant and the wild type) followed by semiquantitative RT-PCR analyses with STOP1-KO and the transgenic complemented line (i.e. the stop1 mutant carrying CaMV 35S-driven STOP1) revealed that various genes for ion homeostasis and pH regulation are coregulated by STOP1 (Fig. 7). For example, AtTDT, encoding a tonoplast dicarboxylate transporter (a kind of malate transporter), was identified as one of the down-regulated genes in the stop1 mutant. A T-DNA insertion in this gene impaired pH regulation in the cytosol; thus, the gene was annotated as the gene for pH homeostasis in Arabidopsis (Hurth et al., 2005). Although the gene was not greatly repressed in the stop1 mutant with low-pH treatment (FC = 0.75), it may partly explain the H+ hypersensitivity of the stop1 mutant. Several genes that are critical for pH tolerance in other organisms were also down-regulated in the stop1 mutant. For example, K+ transport and homeostasis are identified as major pH-regulating mechanisms in various organisms (Zhang and Kone, 2002). Repression of CIPK23, encoding the regulatory kinase of the major K+ transporter AKT1 (Lee et al., 2007), might have an effect on pH regulation in the stop1 mutant via reduced AKT1 activity. Other transporters relating to SO4 and NO3 could also contribute to pH regulation in plants. The addition of K2SO4 improved root growth of maize (Zea mays) in a low-pH medium (Yan et al., 1992), while high K+ supply also blocked cytosolic acidification in Al-treated wheat root (Lindberg and Strid, 1997). On the other hand, addition of NO3 alleviated acidosis of maize under anoxia (Libourel et al., 2006). Taken together, these data suggest that down-regulation of genes involved in ion homeostasis and transport may cause the proton-sensitive phenotype of the stop1 mutant. This possibility is supported by a recent study of one of the K+ transporters in Arabidopsis. Overexpression of a cation:proton antiporter, CHX13, slightly improved growth at low pH (pH 4.3 and 5.6; Zhao et al., 2008) in K+-limited conditions, suggesting that K+ homeostasis in Arabidopsis is linked to H+ sensitivity.
Dysfunction of STOP1 affected other mechanisms, which were predicted to be members of the pH homeostasis process in plant cells, namely pH-regulating metabolic pathways. One part of the pH stat pathway consists of malic enzyme, pyruvate decarboxylase, and alcohol dehydrogenase (or lactate dehydrogenase) and can consume H+ (Roberts et al., 1992; Sakano, 1998). The other pH stat pathway, called the GABA shunt, consists of GDH, GAD, and GABA-T; it also contributes to regulating H+ in the cytosol (Bown and Shelp, 1997). The GABA shunt is enhanced by hypoxia and by other stresses that cause acidosis of the cytosol (Crawford et al., 1994). Our results suggested that these pH-regulating pathways were down-regulated in the stop1 mutant (Fig. 5). Major isoforms of these pathways, GDH1 and GDH2, GAD1, GABA-T, and ME1 and ME2, were repressed in the stop1 mutant (Table I; Fig. 5). Although one GAD isoform, GAD4, was up-regulated in the stop1 mutant (Supplemental Table S3), a smaller contribution of GAD4 expression than that of GAD1 on total GAD activity was estimated by a recent study (Miyashita and Good, 2008). In addition, expression levels of the isoforms of the other down-regulated genes were quite similar between the wild type and the stop1 mutant, indicating that these pathways were down-regulated in the stop1 mutant. This might affect the H+ sensitivity of the stop1 mutant. Interestingly, orthologs of these genes have been identified as critical for adaptation to acidic environments in other organisms (Castanie-Cornet et al., 1999). For E. coli, GAD is essential for surviving in low-pH medium (Yohannes et al., 2004). These genes, which are down-regulated in the stop1 mutant, could be involved in low-pH-tolerant mechanisms in Arabidopsis.
It is possible that other genes regulated by STOP1 might have a function in low-pH tolerance, even if the genes have been previously characterized in different biological events but not identified as H+-resistant genes. For example, one of the down-regulated genes in the stop1 mutant, PGIP1, has been well characterized as a protein involved in defense systems for pathogen infection. Rudrappa et al. (2008) recently reported that foliar infection of a pathogenic bacterium induces AtALMT1 expression and recruits a beneficial bacterium in the rhizosphere. This suggests that STOP1 is a pleiotropic gene that belongs to defense systems for both biotic and abiotic stressors; thus, it regulates PGIP1 expression. However, PGIP1 also has a potential role in H+ tolerance, according to its function in the root cell wall. The protein binds to the polygalacturonic acid region of pectin, forming a structure termed the “egg box” (Spadoni et al., 2006). This structure is essential for connecting pectin chains by covalent linkage (O'Neill et al., 2004), and its weakening by low-pH conditions is involved in a part of the H+ rhizotoxicity of Arabidopsis growing roots (Koyama et al., 2001). Although the role of PGIP1 for H+ tolerance has been not clarified yet, a functionally similar protein stabilizing the cell wall has been identified as part of the low-pH-tolerant mechanisms in yeast. A protein carrying Man moieties, CWP2 (for cell wall 2), is essential in H+ tolerance of yeast because it can stabilize the cell wall at low pH (Skrzypek et al., 1997). Interestingly, PGIP1 inhibits polygalacturonase of the pathogen at neutral pH due to stabilizing substrate (i.e. pectin), while its synthesis is enhanced by low-pH treatment (Spadoni et al., 2006). In addition, a homolog of PGIP1, namely PGIP2, was also identified in the gene group significantly repressed in the stop1 mutant, but it was rejected during quality control of the scanned data (Supplemental Table S4). Further research will be required for evaluating the contribution of these PGIP proteins in proton tolerance in Arabidopsis roots. Overall, the genes significantly repressed in the stop1 mutant consisted of various genes that were functionally identified as the genes for pH tolerance or pH homeostasis in plants and other organisms. Although experimental evidence in plant research is limited, the combination of altered ion transport and carbon and nitrogen (CN) metabolism seems to be common in other organisms adapting to a low-pH environment. For example, fish adapted to a low-pH environment show altered transport of potassium/sodium/hydrogen and CN metabolism (Hirata et al., 2003), while a bacterium surviving around pH 0 has more copies of genes encoding ion transporters and enzymes in CN metabolism than other bacteria adapting to neutral pH (Fütterer et al., 2004). Further research on the genes regulated by STOP1 might clarify the complex pH-tolerant systems in higher plants.
A series of regulatory proteins (e.g. protein kinases and transcriptional regulators) were down-regulated in the stop1 mutant, including one of the two homologs of STOP1 existing in the Arabidopsis genome, designated STOP2. STOP2 carries a very similar Cys-2-Hys-2 zinc finger domain to STOP1 (Iuchi et al., 2007). Although STOP2's function has not yet been clarified, it may coregulate the expression of several genes with STOP1, similar to other zinc finger transcription factors. For example, a zinc finger transcription factor protein, DOF1 (At1g51700), with its homolog DOF2, regulates the expression in root tissue (Yanagisawa, 2000) of genes encoding enzymes for amino acid and carbohydrate metabolism (e.g. PEP and PPDK; Yanagisawa et al., 2004). Characterization of STOP2's role will raise important issues in understanding gene expression pathways regulated by STOP1. On the other hand, down-regulation of genes in the stop1 mutant by H+ also occurred by Al treatment. This suggests that both stressors induce the same “signal” to trigger gene expression. One possible explanation is the induction of acidification of the cytosol by H+ and Al, which was identified in Arabidopsis using pH-sensitive GFP. Al treatment additively acidified cytosolic pH of the Arabidopsis roots under low-pH treatment (Moseyko and Feldman, 2001). The inhibition of plasma membrane H+-ATPase(s) by Al was reported in some plant species (Ahn et al., 2001), which can also acidify the cytosolic pH. Further research on these issues will clarify the molecular mechanism of the activation process of genes regulated by STOP1 under Al treatment.
The stop1 mutant grew poorly on acid soil compared with AtALMT1-KO, while Al tolerance levels, judged by hydroponic culture, were very similar (Fig. 2, B and C; see Figure 6A in Iuchi et al., 2007). This indicates that H+ sensitivity affects the growth of the stop1 mutant on acid soil. This could be supported by a previous growth experiment that used natural accessions of Arabidopsis. When natural accessions were grown on the same acid soil, growth was correlated with their H+ tolerance if their Al tolerance was similar (Ikka et al., 2007). This indicates that H+ tolerance is one of the factors critical for determining the growth of Arabidopsis in acid soil. Further research on the genes regulated by STOP1 for H+ tolerance (Fig. 7) might contribute to improving H+ tolerance of other crop plants by transgenic breeding or by establishing marker-assisted selection with comparative genomics approaches for the ortholog of STOP1, which have been identified in other plant species, such as rice and maize (Iuchi et al., 2007).
MATERIALS AND METHODS
Arabidopsis Accessions
The stop1 mutant of Arabidopsis (Arabidopsis thaliana) was derived from an ethyl methanesulfonate-mutagenized F2 population of ecotype Col-0 in a previous study (Iuchi et al., 2007). SALK T-DNA insertion mutants, AtALMT1-KO (SALK_009629), STOP1-KO (SALK_114108), and ALS3-KO (SALK_061074), were derived from the Arabidopsis Biological Resource Center. Col-0 (JA58) and Col-4 (N933) were obtained from RIKEN BioResource Center and Nottingham Arabidopsis Stock Centre, respectively. Complementation lines of STOP1 carrying CaMV35S∷STOP1 in the stop1 mutant were identical to those used in a previous study (Iuchi et al., 2007).
Transient Expression of the Synthetic GFP Protein in Onion Epidermal Cells
The synthetic GFP (sGFP) carrying optimized codon usage for plant systems (Chiu et al., 1996) was fused with the N terminus of STOP1 by connecting PCR-amplified fragments derived from pBE2113 (containing sGFP) and RAFL (the RIKEN full-length cDNA clone [RAFL09-20I22; Seki et al., 2002] containing STOP1) using the following primers: SfiI-GFP (5′-CATTTGGCCAAATCGGCCATGGTGAGCAAGGGCGAGGAGCTG-3′), GFP-NotI (5′-GGATTAGCGGCCGCCCTTGTACAGCTCGTCCATGCCGTGAG-3′), NotI-STOP1 (5′-ACAAGGGCGGCCGCATGGAAACTGAAGACGATTTGTGCAAC-3′), and STOP1-SfiI (5′-ACAAGGGCGGCCGCATGGAAACTGAAGACGATTTGTGCAAC-3′). The PCR fragments of sGFP and STOP1 were digested with SfiI and NotI and cloned into the SfiI site of the pBI2113SF vector. The accuracy of the sequence was confirmed by DNA sequencing analysis. The DNA constructs were introduced into onion (Allium cepa) epidermal cells, as described previously, by particle bombardment (Fujita et al., 2004). After incubation at 22°C for 12 h, GFP fluorescence was observed as described previously (Fujita et al., 2004).
Transgenic Complementation of AtALMT1 in the stop1 Mutant
The DNA fragment of AtALMT1 was amplified by PCR using Arabidopsis genomic DNA and the primers Forward (5′-CATTTGGCCAAATCGGCCATGGAGAAAGTGAGAGAGATAGTGAGAGAAG-3′) and Reverse (5′-AGAACGGCCTTATGGCCTTACTGAAGATGCCCATTACTTAATG-3′) and was inserted downstream of the CaMV 35S promoter of the binary vector pBE2113SF (Liu et al., 1998). The binary construct was then introduced into stop1 mutant plants by the floral dip method (Clough and Bent, 1998). The transformants in the T2 generation were obtained by controlled self-pollination of T1 plants.
RNA and Metabolite Extraction from Root Samples
Seedlings were precultured for 10 d in 2% MGRL nutrient with 200 μm CaCl2 at pH 5.6 hydroponically as described by Toda et al. (1999). Solutions were renewed every 2 d, and seedlings were kept in a controlled environment (30 μmol quanta m−2 s−1, 12-h day/night cycle, 25°C). After the preculture, seedlings were transferred to Al3+ toxic solution (pH 5.0, 10 μm Al) and H+ toxic solution (pH 4.5), which were prepared as described previously (Iuchi et al., 2007). The seedlings were kept under continuous light, and the roots were harvested at 24 h after the transfer. The roots were excised with scissors, immediately frozen in liquid N2, and kept at −80°C until use. RNA was isolated from the root samples and quantified according to Suzuki et al. (2004). For microarray analysis, the quality of the RNA was evaluated using the Agilent 2100 Bioanalyzer. Metabolites for gas chromatography-mass spectrometry (GC-MS) and capillary electrophoresis (CE)-MS analyses were extracted from the root samples in 50% ethanol using the Qiagen Mixer Mill MM300 kit. Samples were then pretreated by N-methyl-N-(trimethylsilyl)-trifluoroacetamide for GC-time of flight (TOF)-MS or separated into the cationic and anionic fractions for CE-MS as described by Urano et al. (2009).
Microarray Analyses and Data Mining
Microarray analyses were carried out using the Agilent microarray system (Arabidopsis version 3) according to the manufacturer's protocol. Competitive hybridization analyses (Cy3-labeled versus Cy5-labeled copy RNA samples) were performed between control (24 h, no Al at pH 5.0) and rhizotoxin-treated (24 h in pH 4.5 solution or 10 μm Al solution at pH 5.0) samples of Col-4, and comparisons were made between Col-0 and the stop1 mutant in both treatments. Al and H+ tolerance of Col-0 and Col-4 were very similar (Ikka et al., 2007). Copy RNA synthesis and dye labeling were performed with a kit (Low RNA Input Linear Amplification Kit PLUS; Agilent). All comparisons were carried out three times using biologically independent samples, including one dye-flip treatment. Microarray scanner G2565BA (Agilent) equipped with Feature Extraction version 9.5.1 software (Agilent) was used for scanning of the slides and extracting the data. Data mining and statistical analyses for microarray data were performed using GeneSpring GX version 7.3.1 (Agilent). As a quality control of microarray data, the spot feature data were examined with GeneSpring using default settings for the quality control that indicate “flags” to data with lower quality (e.g. low intensity, not uniform, abnormal in the background; http://www.chem.agilent.com/cag/bsp/products/gsgx/downloads/pdf/FE_Plugin.pdf). If the genes had flagged two or more data in any treatment (i.e. FC of the wild type in Al and low-pH treatments, or comparisons between the stop1 mutant and the wild type), they were not used for the data mining. Significantly down-regulated genes in the stop1 mutant with Al and H+ treatments were defined as genes that carried FC (stop1 mutant/wild type) values that were in the lowest 1% among all detected data.
Profiling of Metabolites
GC-TOF-MS analysis was performed with the Agilent 6890 GC system connected to a LECO Pegasus III mass spectrometer (Agilent), while CE-MS analyses were performed using the Agilent CE system in conjunction with an Agilent 1100 series MSD mass spectrometer. Anion detection by CE-MS followed the methods described by Urano et al. (2009), while GC-TOF-MS detection was carried out according to Urano et al. (2009). Detected peaks were assigned to known compounds (e.g. organic acids, amino acids, etc.) by theoretical Mr or by direct comparison with standard compounds. The intensity of each peak was recorded, and the values were normalized to the fresh weight base. Three independent analyses were carried out for all samples, and statistical analyses were carried out using Excel. Relative values (i.e. ratio of normalized peaks of STOP1-KO/wild type, pH 4.5) of metabolites were integrated on the metabolic pathway map. Raw data are available in Supplemental Table S3.
RT-PCR and Quantitative RT-PCR
RT-PCR was carried out as described previously (Kobayashi et al., 2007), and quantitative RT-PCR analyses were carried out using a real-time PCR system (Applied Biosystems 7300) following the manufacturer's protocol. Transcripts were relatively quantified using UBQ1 transcripts as a control and then compared to that of the wild type. Primer sequences and PCR conditions are shown in Supplemental Table S5.
Hydroponic Culture and Growth Test
Growth experiments in hydroponic culture were carried out as described previously (Iuchi et al., 2007). The longest three root length values from 10 seedlings were used for evaluating root growth of the wild type and KO mutants. On the other hand, those from 20 seedlings were used for complemented lines carrying CaMV35S∷AtALMT1 in the stop1 mutant.
Soil Culture and Soil Analyses
Seedlings were grown on acidic andosol containing large amounts of organic matter and phytotoxic Al (Kawatabi andosol was obtained from the Kawatabi Experimental Farm at Tohoku University). Forest brawn soil (neutral pH and no toxic level of Al) was obtained from Zao in the northern part of Japan. The properties of these soils are well characterized and used in physiological experiments for Al and proton toxicities (Ikka et al., 2007). The soil was fertilized with both macronutrients and micronutrients as described previously (Kobayashi et al., 2005). Kawatabi soil was neutralized by adding CaCO3 (60, 250, and 400 mg per 100 g of dry soil). The soil pH (water) was measured according to the method of Shoji et al. (1964). Exchangeable Al was quantified by the method described by Koyama et al. (2000).
Microarray data are available through the ArrayExpress database (http://www.ebi.ac.uk/microarray-as/ae/) with accession code E-MEXP-1908.
Supplemental Data
The following materials are available in the online version of this article.
Supplemental Figure S1. Comparison of expression levels of known Al-tolerant genes in the stop1 mutant compared with the wild type by competitive microarray.
Supplemental Table S1. List of down-regulated genes in the stop1 mutant among down-regulated genes in the wild type under Al and low-pH conditions.
Supplemental Table S2. Metabolite profile of major carbohydrate metabolic pathways (Fig. 5) of STOP1-KO relative to those determined for the wild type under low-pH conditions.
Supplemental Table S3. Relative expression levels of significantly down-regulated genes in the stop1 mutant among genes involved in major carbohydrate metabolic pathways (Fig. 5) and those of isoforms involved in pH-regulating pathways.
Supplemental Table S4. List of genes rejected during quality control of microarray data analysis, which might contain genes greatly down-regulated in the stop1 mutant under Al and low-pH conditions.
Supplemental Table S5. Primer sequences used for quantitative RT-PCR of the markedly down-regulated genes of the stop1 mutant.
Supplementary Material
Acknowledgments
We thank the BioResource Center of RIKEN, the Arabidopsis Biological Resource Center, and the Nottingham Arabidopsis Stock Centre for providing Arabidopsis seeds.
This work was supported by the Ministry of Economy, Technology, and Industry of Japan (grants to D.S. and H.K.) and the Japan Society for the Promotion of Science (grants to S.I. and H.K.).
The author responsible for distribution of materials integral to the findings presented in this article in accordance with the policy described in the Instructions for Authors (www.plantphysiol.org) is: Hiroyuki Koyama (koyama@gifu-u.ac.jp).
Some figures in this article are displayed in color online but in black and white in the print edition.
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