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First published online December 7, 2007; 10.1104/pp.107.112821 Plant Physiology 146:333-350 (2008) © 2008 American Society of Plant Biologists OPEN ACCESS ARTICLE
Genomic Survey and Gene Expression Analysis of the Basic Leucine Zipper Transcription Factor Family in Rice1,[W],[OA]Interdisciplinary Centre for Plant Genomics and Department of Plant Molecular Biology, University of Delhi South Campus, New Delhi 110021, India
The basic leucine (Leu) zipper (bZIP) proteins compose a family of transcriptional regulators present exclusively in eukaryotes. The bZIP proteins characteristically harbor a bZIP domain composed of two structural features: a DNA-binding basic region and the Leu zipper dimerization region. They have been shown to regulate diverse plant-specific phenomena, including seed maturation and germination, floral induction and development, and photomorphogenesis, and are also involved in stress and hormone signaling. We have identified 89 bZIP transcription factor-encoding genes in the rice (Oryza sativa) genome. Their chromosomal distribution and sequence analyses suggest that the bZIP transcription factor family has evolved via gene duplication. The phylogenetic relationship among rice bZIP domains as well as with bZIP domains from other plant bZIP factors suggests that homologous bZIP domains exist in plants. Similar intron/exon structural patterns were observed in the basic and hinge regions of their bZIP domains. Detailed sequence analysis has been done to identify additional conserved motifs outside the bZIP domain and to predict their DNA-binding site specificity as well as dimerization properties, which has helped classify them into different groups and subfamilies, respectively. Expression of bZIP transcription factor-encoding genes has been analyzed by full-length cDNA and expressed sequence tag-based expression profiling. This expression profiling was complemented by microarray analysis. The results indicate specific or coexpression patterns of rice bZIP transcription factors starting from floral transition to various stages of panicle and seed development. bZIP transcription factor-encoding genes in rice also displayed differential expression patterns in rice seedlings in response to abiotic stress and light irradiation. An effort has been made to link the structure and expression pattern of bZIP transcription factor-encoding genes in rice to their function, based on the information obtained from our analyses and earlier known results. This information will be important for functional characterization of bZIP transcription factors in rice.
Several families of transcription factors have been identified both in animals as well as plants. The basic Leu zipper (bZIP) transcription factor family is among the largest and most diverse dimerizing transcription factor families. bZIP transcription factors owe their name to their highly conserved bZIP domain composed of a basic region and a Leu zipper (Hurst, 1994 -helices, and, at the time of DNA binding, the N-terminal half binds in the major groove to double-stranded DNA, whereas the C-terminal half mediates dimerization to form a superimposed coiled-coil structure called the Leu zipper (Landschulz et al., 1988
In plants, like other transcription factor genes, members of the bZIP transcription factor family are also either expressed constitutively or in an organ-specific (Schindler et al., 1992a
Fourteen bZIP transcription factors have been identified or functionally characterized from rice (Oryza sativa). Among these, OSBZ8 and TRAB1 are possibly involved in the regulation of transcription by ABA-mediated signaling (Nakagawa et al., 1996 In this study, we report the identification and characterization of 89 genes encoding bZIP transcription factors in the rice genome. These bZIP transcription factors in rice have been classified on the basis of their putative DNA-binding-site specificity and dimerization properties. Their domain organization and gene structure have been analyzed. Duplication events likely to contribute to the expansion of the bZIP family in rice were also identified. Phylogenetic analyses have been done to reveal the relationship pattern among the bZIP transcription factor genes in rice, as well as with other known plant bZIP proteins. An elaborate analysis of the spatial and temporal expression pattern of bZIP transcription factors, during various developmental stages, including vegetative growth, floral transition, and panicle and seed development, has been performed. Moreover, it has been demonstrated that expression of bZIP transcription factor-encoding genes is regulated by various environmental cues, such as light and abiotic stress.
Identification and Nomenclature of bZIP Transcription Factors in Rice
To identify bZIP transcription factor genes in rice, BLAST searches of the rice (Oryza sativa subsp. japonica Nipponbare) genome were performed using the hidden Markov model (HMM) profile of the bZIP domain as query. Further analysis based on the presence of the bZIP domain with confidence (E value <1.0) as given by SMART revealed 89 potential nonredundant bZIP transcription factor genes, which were designated as OsbZIP genes. The OsbZIP genes were given a number designation from 1 to 89 to provide a unique identifier for each bZIP transcription factor gene as proposed for bZIP transcription factors in Arabidopsis (Jakoby et al., 2002
To obtain some insight into the gene structure of the 89 OsbZIP genes, their exon/intron organization was analyzed. It was found that 17 (19.1%) of the total OsbZIP genes were intronless (Supplemental Table S2). This is in agreement with the total percentage (19.9%) of rice genes predicted to be intronless (Jain et al., 2008
Chromosomal Distribution of OsbZIP Genes To determine the chromosomal location of all 89 OsbZIP genes, the position (in base pair) of each OsbZIP gene was determined on rice chromosome pseudomolecules available at TIGR (release 5). Figure 2 is a diagrammatic representation of the chromosomal distribution of OsbZIP genes on the 12 rice chromosomes (the exact position in base pair of each OsbZIP gene on rice chromosome pseudomolecules is given in Supplemental Table S2). Although the OsbZIP genes are distributed on each of the 12 rice chromosomes, their distribution is not uniform. Their chromosomal distribution pattern reveals that certain chromosomes and chromosomal regions have a relatively high density of OsbZIP genes. For instance, 12 OsbZIP genes are located each on chromosomes 1 and 2, whereas there is a single OsbZIP gene present on chromosome 10.
In the case of plants, during the course of its evolution, a gene family has generally undergone either tandem duplication or large-scale segmental duplication to maintain the high number of family members (Cannon et al., 2004
Few bZIP transcription factors, like lotus (Lotus japonicus) LjBzf1 and soybean (Glycine max) STF1 (Cheong et al., 1998
A part of motifs 10, 12, and 13 represents potential casein kinase II (CKII) phosphorylation sites (S/TxxD/E, where x represents any amino acid), indicated by the presence of conserved TVDE and TLED/E in motifs 12 and 13, respectively. Motif 14 also contains a phosphorylation site for Ca2+-dependent protein kinase (R/KxxS/T), which is found in two residues C-terminal to a conserved Leu within the motif. Such motifs have been identified in members of group A bZIP transcription factors in Arabidopsis, which include AREBs/ABFs (Bensmihen et al., 2002
Motif 24, identified in three OsbZIP proteins, corresponds to the COP1 interaction motif through which the Arabidopsis bZIP proteins like HY5 and HYH interact with the WD40 domain of COP1 (Holm et al., 2001
bZIP transcription factors owe their DNA-binding ability to the basic region of their bZIP domain. Their DNA-binding specificity, in turn, is determined by the presence of certain key amino acid residues present in the basic and hinge regions of the bZIP domain that contact DNA bases at cis-acting elements (Suckow et al., 1993a
It may be reasoned that promoters of different genes may have variations in their target sites and that sometimes binding affinity could be low in certain cases in order to have a desirably low expression level of a particular gene; hence, these predictions are made to facilitate further studies on DNA-binding patterns of OsbZIP transcription factors. Such a prediction of DNA-binding ability, followed by experimental verification, would definitely be of great utility in identifying which genes are selectively activated by different OsbZIP transcription factors.
bZIP transcription factors are known to bind to DNA predominantly as homo- or heterodimers mediated by the Leu zipper region of the bZIP domain (Landschulz et al., 1988
To predict the dimerization specificity of 89 OsbZIP proteins, the amino acid sequence of their bZIP domains was manually arranged in the form of heptads starting from four amino acids (corresponding to the g position in the first heptad) before the occurrence of the first Leu (N-x7-R/K-x9-L) in the bZIP domain (Supplemental Fig. S3). N-terminal and C-terminal boundaries of the OsbZIP Leu zippers have been demarcated following the criteria used for Arabidopsis bZIP proteins (Deppmann et al., 2004
To analyze the contribution of charged residues in governing dimerization properties of OsbZIP proteins, the frequency of attractive and repulsive g e' pairs in each heptad of OsbZIP Leu zippers was calculated and the corresponding histogram is represented in Figure 5
. This analysis was based on the frequency of attractive basic-acidic pairs (R E and K E), attractive acidic-basic pairs (E R, E K, D R, and D K), repulsive acidic pairs (E E, E D, E Q, and Q E), and repulsive basic pairs (K K, R K, Q K, R Q, and K Q) in the heptads. It was observed that the frequency of interactive g e' pairs was the maximum in the first heptads, with a sharp decrease in the next three heptads. The frequency of attractive g e' pairs increases in the fifth heptad. Moreover, only attractive g e' pairs were found in the ninth heptad. However, repulsive g e' pairs are predominant in the sixth and seventh heptads, thereby suggesting the chances of heterodimerization. It should be noted that few OsbZIP proteins had multiple repulsive g e' pairs, which were found to be completely absent in Arabidopsis Leu zippers.
Based on the above analyses, OsbZIP proteins were classified into 29 subfamilies (BZ1–BZ29) on the basis of similar predicted dimerization specificities. Various properties of these subfamilies have been described in detail in Supplemental Table S5. Known interaction patterns between different bZIP transcription factors in rice obey the predictions made in this study (Supplemental Table S5). It is evident from this analysis that OsbZIP proteins are expected to display complex and varied dimerization patterns, with the potential to homodimerize with themselves or with the same subfamily members as well as heterodimerize with the members of other subfamilies. Because many of the OsbZIP transcription factors show the potential to heterodimerize, it should be pointed out that most of the OsbZIP proteins, which do not show differential expression profiles in our microarray analysis (described later) and are rather ubiquitously expressed, might assume specific functions when they heterodimerize in planta.
To analyze the evolutionary history of the OsbZIP genes, an unrooted phylogenetic tree was generated using the sequence alignments of the OsbZIP proteins (Fig. 6 ). Excluding one (i.e. OsbZIP80), all the other OsbZIP transcription factors could be subdivided into 10 clades, designated A to J, with well-supported bootstrap values. It was observed that a majority of the members, predicted to have similar DNA-binding properties, clustered together. However, certain members of groups III, IV, and VI were exceptions because they clustered apart into different clades. To find the relatedness at the amino acid level, three more phylograms, based on (1) bZIP domain, (2) basic and hinge regions, and (3) Leu zipper region of OsbZIP proteins, were generated (Supplemental Fig. S4). These three phylograms are similar yet have some interesting differences (marked in Supplemental Fig. S4), highlighting the fact that more than one OsbZIP protein might recognize the same DNA sequence for binding but may have different dimerization properties, thereby capable of controlling a wide range of transcriptional responses. Most of the members belonging to one clade also shared one or more conserved motifs outside the bZIP domain. Further, 62 OsbZIP proteins formed 31 sister pairs, of which 17 pairs were located on the duplicated segmental regions of rice chromosomes mapped by TIGR. Because the remaining 14 sister pairs have a high degree of similarity in their protein sequences, some of these might be present on the unidentified duplicated chromosomal segments.
To examine the phylogenetic relationships of rice and other known bZIP transcription factors, another unrooted phylogenetic tree was constructed from the sequence alignments of their proteins (Supplemental Fig. S5). All the bZIP transcription factors could be divided into distinct clades. Interspecies clustering was observed, indicating that homologous bZIP transcription factors exist in rice and other plants. For example, it was found that OsbZIP proteins predicted to be G-box (group I) and C-box (group VII) binding in our analysis also clustered together with other known G-box (e.g. EmBP-1, ROM2, and SGBF-1) and C-box (e.g. TGA1a, MBF2, and HBP-1b) binding bZIP proteins from other plants, respectively (Supplemental Fig. S5). Most of the clades had both OsbZIP and AtbZIP proteins. This indicates that bZIP transcription factor genes have appeared before divergence between monocots and dicots. It is also worth mentioning that most of the OsbZIP proteins, which clustered together with AtbZIP proteins in the same clade, shared one or more additional conserved motifs outside the bZIP domain. Therefore, a majority of the OsbZIP proteins are expected to be orthologs of the AtbZIP proteins. Furthermore, a majority of the clades contain members from different plants, suggesting that the structure and function of most of the bZIP genes has probably remained conserved during angiosperm evolution.
To extract expression information for the rice bZIP transcription factors, a survey for the availability of any full-length cDNA (FL-cDNA) and/or EST in databases was done. This analysis was based on the information given on the gene expression evidence search page available at TIGR. It was found that one or more FL-cDNA and/or ESTs were available for 75 of 89 OsbZIP transcription factor genes (Supplemental Table S6). This shows that a very large percentage (84.27%) of these transcription factor genes is expressed. The total number of mapped EST sequences for OsbZIP transcription factors was highly variable, ranging from a minimum of one for a few OsbZIP genes (e.g. OsbZIP07) to a maximum of 277 (for OsbZIP38; Supplemental Table S6). This expression profiling was based on EST sequences obtained from various rice tissue/organ libraries, which in turn suggests that OsbZIP genes show organ/tissue-specific differential expression. Most of the 14 OsbZIP proteins for which we did not find any FL-cDNA and/or EST evidence in TIGR showed significant similarity with bZIP proteins from other plant species, as revealed by BLASTP and TBLASTN searches in various databases (Supplemental Table S6).
Another approach was used for expression profiling, which centered on the analysis of organ-specific expression of OsbZIP genes. This analysis was based on the use of microarray data from an earlier study (Ma et al., 2005
Microarray analysis was performed using Affymetrix rice whole-genome arrays to look at the gene expression profiles of OsbZIP transcription factor genes. Different rice tissues/organs and developmental stages (panicle and seed) were selected for microarray analysis, including seedling, seedling root, mature leaf, Y leaf (leaf subtending the shoot apical meristem [SAM]), SAM, and various stages of panicle (P1–P6) and seed (S1–S5) development, as described earlier (Jain et al., 2007 Whole-chip data were processed as described in "Materials and Methods." To analyze the expression profiles of the OsbZIP genes, the log signal values of 85 OsbZIP genes represented on the array were extracted. Average log signal values for all 85 OsbZIP genes from three biological replicates of each sample are given in Supplemental Table S8 and the corresponding hierarchical cluster display of these genes is depicted in Supplemental Figure S7. On the basis of the signal values, it was evident that the majority of the OsbZIP genes are expressed in at least one of the rice vegetative organs and/or stages of development analyzed. This also includes at least nine of the 14 OsbZIP genes for which no EST or FL-cDNA could be detected from the data available at TIGR as described earlier. Of the remaining five OsbZIP genes, the Affymetrix IDs were not available for three genes and the other two had very low expression (Supplemental Fig. S7). With the aim of revealing OsbZIP gene expression profiles, both during panicle and seed development stages, differential expression analysis was performed. A gene was defined as differentially expressed at a given stage only if the expression level of the gene at that stage was significantly higher (>2-fold) with P value <0.05 in comparison to the levels at all the other stages. To facilitate the analysis, two separate data subsets were created having genes differentially expressed during panicle and seed development in comparison to seedling, root, mature leaf, and Y leaf as controls. We found that a total of 28 and 25 OsbZIP genes were showing differential expression patterns in at least one of the stages of panicle and seed development, respectively, as compared to vegetative organs. Out of these, there was an overlap of 13 OsbZIP genes between panicle and seed development. After excluding these 13 OsbZIP genes, those remaining were analyzed for preferential differential expression in any stage of panicle development as compared to seed development stages and vice versa. This resulted in the identification of 11 and 10 OsbZIP genes, which displayed a preferential differential expression profile in at least one of the stages of early/late panicle and seed development, respectively (Fig. 7 ). Further confirmation of some of the representative genes in panicle and seed development stages was done by real-time PCR analysis (Supplemental Fig. S8, A and B). This analysis highlights the potential role of different OsbZIP transcription factor genes during different stages of early and/or late panicle and seed development. These data have been discussed in some detail below in light of the earlier observations on the role of bZIP proteins in regulating reproductive development in plants.
Molecular studies in both monocots and dicots have reported the involvement of bZIP transcription factors in transition from the vegetative to the reproductive phase, namely, FD in Arabidopsis (Abe et al., 2005
In plants, quite a large number of the bZIP proteins characterized to date have been shown to play a role in the regulation of seed-specific genes, thereby linking them with different seed developmental processes (Izawa et al., 1994 Furthermore, the relationship between the expression pattern of OsbZIP genes in one or more stages of panicle and/or seed development and sequence features as well as phylogeny was analyzed (Supplemental Table S9). It was found that a number of OsbZIP genes having the same conserved motifs and/or lying close in the phylogenetic tree had similar expression patterns. Few duplicated OsbZIP genes and those having same intron patterns were also found to be coexpressed in one or more stages of panicle and/or seed development. Some OsbZIP genes predicted to have similar binding affinities were also found to exhibit similar expression profiles in various panicle and/or seed developmental stages.
bZIP transcription factors have also been shown to regulate promoters of light-responsive genes. Among these are the Arabidopsis GBFs and parsley CPRF proteins, which have been shown to be light regulated either at the expression level or in their intracellular localization (Jakoby et al., 2002
Because a reasonable number of OsbZIP genes were displaying light-dependent differential expression, it can be assumed that other OsbZIP transcription factors, which might be involved in light signal transduction, may respond differently to light as depicted by some other bZIP transcription factors. The above analysis is, however, a first step toward understanding the light-responsive nature of OsbZIP genes in terms of their expression level. Extensive studies on the light-dependent localization as well as binding patterns of OsbZIP transcription factors would be important to understand their role in regulating expression of light-responsive genes.
The role of the phytohormone ABA in the adaptation of plants to various abiotic environmental stress conditions, like drought, high salinity, and cold stress, has been well characterized. The action of ABA is dependent on the modification of ABA-regulated genes, which possess an ABA-responsive element (ABRE) or certain ABRE-like sequences in their promoter region (Busk and Pages, 1998
To explore the possible involvement of OsbZIP transcription factors in the regulation of abiotic stress-related genes, the expression pattern of OsbZIP genes was analyzed under abiotic stress conditions, based on microarray analysis performed with total RNA isolated from rice seedlings subjected to dehydration, salinity, and cold treatment. Examination of microarray data indicated that at least 37 OsbZIP genes displayed differential expression. We found that 26 genes were up-regulated and 11 genes were down-regulated by at least 2-fold, with a P value <0.05, under one or more of the above-mentioned stress treatments (Fig. 9, A and B
). Two OsbZIP genes were up-regulated under all three stress conditions. One of these, OsbZIP45, represents the closely related ortholog of maize GBF1, which has been shown to be induced by hypoxia (de Vetten and Ferl, 1995
The transcript levels of ABA-inducible bZIP transcription factor genes OSBZ8 (OsbZIP05) and TRAB1 (OsbZIP66; Nakagawa et al., 1996
Recently, it has been demonstrated that an extensive gene set is shared among pollination/fertilization and/or seed development and stress responses like dehydration and wounding in rice (Cooper et al., 2003 To find out whether OsbZIP genes coexpressed during abiotic stress and various stages of panicle and/or seed development encode for potential heterodimerizing partners, their expression pattern was integrated with predicted dimerization properties. It was observed that genes depicting coexpression profiles, whether belonging to the same or different subfamily, represent good candidates for heterodimerization in planta (Supplemental Table S12). However, the possibility of heterodimerization of products of OsbZIP genes, which do not show coexpression, cannot be ruled out completely because the features in the Leu zipper region governing heterodimerization are equally important. Only experimental evidence will provide credibility to these presumptions.
bZIP transcription factors have been characterized in different plant species and linked to various developmental and physiological processes. An extensive study of 89 rice bZIP genes has been performed in terms of structure, phylogeny, sequence, and expression analyses. These bZIP transcription factors could be divided into 11 groups on the basis of their predicted DNA-binding specificity, many of them supported by the presence of additional conserved motifs outside the bZIP domain. We also defined 29 different subfamilies based on their complex predicted dimerization patterns. Their predicted DNA-binding specificity and dimerization patterns would facilitate both in vitro and in vivo studies to reveal their binding and dimerization patterns. Structural differences between different OsbZIP members have been studied and an attempt made to link them to their functional roles in rice in a meaningful manner. Phylogenetic analysis of bZIP transcription factor-encoding genes in rice and other plant species also provides useful information on their conserved functional roles. Expression data further support the role of bZIP proteins in performing diverse developmental and physiological functions during floral transition, panicle, and seed development, as well as abiotic stresses and light signaling in rice. Although the function of only a few rice bZIP genes is known to date, our analyses provide a platform for a more detailed functional analysis of bZIP genes in rice.
Database Search for Rice bZIP Transcription Factors For identifying the possible bZIP transcription factor genes in rice (Oryza sativa), a BLAST search of all the annotated proteins in the rice genome at TIGR (release 5) was carried out using the HMM profile (build 2.3.2) of the bZIP domain as query. The HMM profile of the 65-amino acid-long bZIP domain was generated by alignments of 73 known Arabidopsis (Arabidopsis thaliana) bZIP proteins and 71 rice protein sequences that were showing the presence of a bZIP domain. This search resulted in the identification of 130 proteins (including proteins corresponding to different gene models present at the same locus) in rice, with a positive score cutoff of 0.0. Of these 130 proteins, those corresponding to different gene models present at the same locus were removed and those remaining were checked by SMART for the presence of the bZIP domain. Ninety proteins were predicted to have a bZIP domain with confidence (E value <1.0). One protein (i.e. LOC_Os12g06010), annotated as a retrotransposon, was also removed from the analysis.
Additional conserved motifs outside the bZIP domain were identified by the MEME analysis tool (http://meme.sdsc.edu/meme/meme.html), version 3.5.4, which is widely used for analyzing a group of protein sequences to identify motifs in them. At first, all 89 OsbZIP protein sequences were given together as input and a limit of 50 motifs was specified with all other parameters set to default. These motifs were analyzed manually based on E-value cutoff <e-001 and those motifs were considered significant that were shared by the majority of OsbZIP proteins classified into the same group, according to their DNA-binding-site specificity. The ClustalX (version 1.83) program was used to perform multiple sequence alignments. The unrooted phylogenetic trees were generated by the neighbor-joining method and displayed using the NJPLOT program. To obtain information on the intron/exon structure, cDNA sequences of OsbZIP proteins were aligned with their corresponding genomic sequences using Spidey (http://www.ncbi.nlm.nih.gov/spidey). Information on intron distribution pattern and intron splicing phase within the basic and hinge regions of the bZIP domains was also derived from the aligned cDNA sequences.
Each of the OsbZIP genes was positioned on rice chromosome pseudomolecules available at TIGR (http://www.tigr.org/tdb/e2k1/osa1/pseudomolecules/info.shtml) by the BLASTN search. Segmental genome duplication of rice available at TIGR (http://www.tigr.org./tdb/e2k1/osa1/semental_dup/index.shtml) was used to determine the presence of OsbZIP genes on duplicated chromosomal segments, with the maximal length distance permitted between collinear gene pairs of 500 kb.
Rice (sp. indica var. IR64) seeds obtained from the Indian Agricultural Research Institute were used for this study. Plant material for different developmental stages and their growth conditions for microarray analysis are the same as described previously (Jain et al., 2007
Isolation of total RNA and quality controls was done as described previously (Jain et al., 2006 For microarray data analysis, the image (cel) files were imported into ArrayAssist (version 5.0) software. Three biological replicates of each sample with an overall correlation coefficient value >0.94 were selected for final analysis. Data from 66 hybridizations were included in the final analysis. Two separate projects were created, one for the developmental series that included data from 57 chips (three biological replicates for each of seedling, root, mature leaf, Y leaf, SAM, P1-I, P1-II, P1-III, P1, P2, P3, P4, P5, P6, S1, S2, S3, S4, and S5) and the other for stress series that included data from 12 chips (three biological replicates for each of control seedling and seedlings subjected to salt, dehydration, and cold stress). Data for three hybridizations corresponding to control seedlings were common to both experiments (developmental and stress).
The normalization and probe summarization for all the rice genes present on the chip in all the tissue samples analyzed was performed by Gene Chip Robust Multiarray Analysis algorithm followed by log transformation of data. Average log signal intensity values of three biological replicates for each sample were then computed and these were used for further analysis. To identify differentially expressed genes, Student's t test was performed with microarray data obtained for mRNA derived from seedling, mature leaf, Y leaf, and root as reference tissues/organs. After this, the log signal intensity values for rice probe set IDs corresponding to OsbZIP genes were extracted into a separate dataset. IDs of probe sets present on the Affymetrix rice genome array representing OsbZIP genes were extracted using the genome browser tool available at TIGR (http://www.tigr.org/tigr-scripts/osa1-web/gbrowse/rice). Data for only one probe set for each OsbZIP gene were used for expression analysis. The probes for 85 (of 89) OsbZIP genes could be identified that were represented on the Affymetrix rice genome array (probe set IDs corresponding to each OsbZIP gene have been listed in Supplemental Table S8). Two genes, namely, OsbZIP55 and OsbZIP56, showed 100% sequence identity. Hence, both have the same probe set on the GeneChip. All subsequent analyses were performed on this subset of data only. Genes that were up- or down-regulated
Verification of microarray data was done by checking the differential expression profiles of a few of the representative OsbZIP genes in various rice tissues/developmental stages and stress treatments by real-time PCR analysis using gene-specific primers as described earlier (Jain et al., 2006
For FL-cDNA and EST-based expression profiling, the gene expression evidence search page (http://www.tigr.org/tdb/e2k1/osa1/locus_expression_evidence.shtml) available at TIGR rice genome annotation was used. TIGR locus IDs corresponding to the OsbZIP genes were searched to find the availability of corresponding FL-cDNA and ESTs. FL-cDNA and EST sequences showed minimal alignment over 90% length of the transcript with 95% identity. Microarray data from this article can be found in the Gene Expression Omnibus database at the NCBI under accession numbers GSE6893 and GSE6901.
The following materials are available in the online version of this article.
Received November 7, 2007; accepted November 28, 2007; published December 7, 2007.
1 This work was supported by the Department of Biotechnology, Government of India, the University Grants Commission, and the Council of Scientific and Industrial Research, New Delhi (research fellowship to A.N.). 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: Jitendra P. Khurana (khuranaj{at}genomeindia.org).
[W] The online version of this article contains Web-only data.
[OA] Open Access article can be viewed online without a subscription. www.plantphysiol.org/cgi/doi/10.1104/pp.107.112821 * Corresponding author; e-mail khuranaj{at}genomeindia.org.
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