Abstract
Sedum plumbizincicola (Crassulaceae), a cadmium (Cd)/zinc (Zn)/lead (Pb) hyperaccumulator native to Southeast China, is potentially useful for the phytoremediation of heavy metal-contaminated soil. Basic leucine zipper (bZIP) transcription factors play vital roles in plant growth, development, and abiotic stress responses. However, there has been minimal research on the effects of Cd stress on the bZIP gene family in S. plumbizincicola. In this study, 92 SpbZIP genes were identified in the S. plumbizincicola genome and then classified into 12 subgroups according to their similarity to bZIP genes in Arabidopsis. Gene structure and conserved motif analyses showed that SpbZIP genes within the same subgroup shared similar intron–exon structures and motif compositions. In total, eight pairs of segmentally duplicated SpbZIP genes were identified, but there were no tandemly duplicated SpbZIP genes. Additionally, the duplicated SpbZIP genes were mainly under purifying selection pressure. Hormone-responsive, abiotic and biotic stress-responsive, and plant development-related cis-acting elements were detected in the SpbZIP promoter sequences. Expression profiles derived from RNA-seq and quantitative real-time PCR analyses indicated that the expression levels of most SpbZIP genes were upregulated under Cd stress conditions. Furthermore, a gene co-expression network analysis revealed that most edge genes regulated by hub genes were related to metal transport, responses to stimuli, and transcriptional regulation. Because its expression was significantly upregulated by Cd stress, the hub gene SpbZIP60 was selected for a functional characterization to elucidate its role in the root response to Cd stress. In a transient gene expression analysis involving Nicotiana benthamiana leaves, SpbZIP60 was localized in the nucleus. The overexpression of SpbZIP60 enhanced the Cd tolerance of transgenic Arabidopsis plants by inhibiting ROS accumulation, protecting the photosynthetic apparatus, and decreasing the Cd content. These findings may provide insights into the potential roles of the bZIP family genes during the S. plumbizincicola response to Cd stress.
Keywords: bZIP gene family, Sedum plumbizincicola, Cd stress, expression profiles, SpbZIP60
Introduction
Heavy metal pollution has become a global environmental problem (Ali et al., 2013). Cadmium (Cd) is a major heavy metal pollutant that is released into the environment because of human industrial and agricultural production activities (Tchounwou et al., 2012). Cd contamination leads to decreased soil quality and suppressed crop production. Heavy metal stress results in changes to various physiological and metabolic processes. For example, the expression of many genes is induced in plants under heavy metal stress conditions, and the upregulated expression of stress-responsive genes, which is usually mediated by transcription factors, may increase plant survival rates (Yao et al., 2018; Zhang et al., 2020; Xu et al., 2021b).
The basic leucine zipper (bZIP) family is one of the largest and most diverse transcription factor families in eukaryotes (Pérez-Rodríguez et al., 2010). These transcription factors contain a highly conserved bZIP domain with two different functional regions, one of which is a sequence-specific DNA-binding alkaline region (N-x7-R/K-x9), whereas the other is a leucine zipper consisting of several heptapeptide repeats comprising Leu or other large hydrophobic amino acids (e.g., Ile, Val, Phe, or Met) that influence dimerization specificity (Jakoby et al., 2002; Nijhawan et al., 2008). The bZIP gene family was first identified and classified in Arabidopsis at the genome-wide level (Jakoby et al., 2002). The current study is related to earlier research, during which 78 AtbZIP genes were identified and divided into 13 subclasses (A–M) (Dröge-Laser et al., 2018). Additionally, analyses of the bZIP gene family in diverse species resulted in the identification of 64 genes in cucumber (Corrêa et al., 2008), 85 genes in rice (Nijhawan et al., 2008), 86 genes in poplar (Zhao et al., 2021), 96 genes in buckwheat (Liu et al., 2019b), 112 genes in apple (Zhao et al., 2016), 125 genes in maize (Wei et al., 2012), and 160 genes in soybean (Zhang et al., 2018).
There is considerable evidence that bZIP transcription factors in plants play crucial roles in various biological processes, including seed maturation (Izawa et al., 1994), organ differentiation (Pautler et al., 2015), photomorphogenesis (Huang et al., 2012), and floral development (Abe et al., 2005; Muszynski et al., 2006). They also contribute to responses to various abiotic stresses, including salinity (Bi et al., 2021), drought (Wang et al., 2017; Tu et al., 2020), heat (Deng et al., 2011; Liu et al., 2012), osmotic stress (Xu et al., 2013), and oxidative stress (Choi et al., 2021). Most of these responses are abscisic acid (ABA) signal transduction-dependent processes (Banerjee and Roychoudhury, 2017). As a key member of the ABA signal transduction pathway, bZIP proteins are activated by kinases, such as SnRK2, and then bind to an ABA-responsive element (ABRE) to regulate the expression of downstream genes. In rice, OsbZIP46 positively regulates ABA signal transduction and drought stress tolerance (Tang et al., 2012). The stress-induced expression of the activated form of AtbZIP17 protects Arabidopsis from salt stress (Liu et al., 2008). In poplar, a loss-of-function mutation to PtabZIP1 enhances lateral root formation under osmotic stress conditions (Dash et al., 2017). As the most dangerous pollutant, heavy metals have been regarded as new stress factors.
Similar to other abiotic stress responses, there has been increasing interest in the relationship between bZIP transcription factors and heavy metal stress responses. The BjCdR15/TGA3 transcription factor gene encodes an important regulator of Cd uptake by roots and the subsequent long-distance root-to-shoot transport. The overexpression of this gene in Arabidopsis and tobacco enhances Cd tolerance and accumulation. This is related to the regulation of the synthesis of phytochelatin synthase and the expression of several metal transporter genes (Farinati et al., 2010). In Arabidopsis, ABI5 (ABA-Insensitive 5), which is a central ABA signaling molecule, represses Cd accumulation in plants by physically interacting with MYB49 and preventing it from binding to the downstream genes bHLH38, bHLH101, HIPP22, and HIPP44, resulting in the inactivation of IRT1 and decreased Cd uptake (Zhang et al., 2019). The subgroup F bZIP transcription factors AtbZIP19 and AtbZIP23 are Zn sensors that regulate Arabidopsis responses to Zn deficiency via the binding between Zn2+ ions and their Zn sensor motif (Assunção et al., 2010; Lilay et al., 2019, 2021). Thus, the bZIP transcription factors appear to participate in plant responses to heavy metal stress.
Current research on the heavy metal homeostasis in plants primarily focuses on model plants or crop plants. Hyperaccumulator plants are valuable research materials because of their potential utility for remediating heavy metal-contaminated soil. Moreover, they are useful for investigating plant adaptation and evolution in extreme environments. The Cd, Pb, and Zn hyperaccumulator Sedum plumbizincicola (Wu et al., 2013), which is also known as the hyperaccumulating ecotype of S. alfredii (Yang et al., 2002), can tolerate, transport, and accumulate large amounts of Cd (Li et al., 2018), with a shoot Cd concentration as high as 9,000 mg/kg (Yang et al., 2004). Its efficient Cd absorption, transport, and detoxification systems are necessary for its growth in highly contaminated soils. Some genes related to Cd absorption, resistance, and hyperaccumulation, such as SpHMA3 (Liu et al., 2017), SpMTL (Peng et al., 2017), SaNramp6 (Chen et al., 2017; Lu et al., 2020), SaCAX2 (Zhang et al., 2016), SaHsfA4c (Chen et al., 2020), SaCAD (Qiu et al., 2018), SaREF (Liu et al., 2016), and SaPCR2 (Lin et al., 2020), have been characterized. However, there has yet to be a systematic analysis of the transcription factor families (e.g., bZIP) in S. plumbizincicola to clarify their roles in response to heavy metal stress.
In this study, we identified 92 bZIP genes in the S. plumbizincicola genome and then analyzed their structures, motifs, cis-acting elements, and phylogenetic relationships. On the basis of RNA sequencing (RNA-seq) and quantitative real-time PCR (qRT-PCR) methods, we explored their expression profiles in response to Cd stress. Furthermore, the bZIP60 function related to plant responses to Cd stress was investigated. The results of this study will be useful for the future functional characterization of the SpbZIP genes in terms of their roles during plant responses to Cd stress.
Materials and Methods
Identification of the Basic Leucine Zipper Family Genes in Sedum plumbizincicola
To identify all members of the bZIP gene family in S. plumbizincicola, HMMER3.0 was used to screen for candidate proteins in the S. plumbizincicola genome database (unpublished work) on the basis of the Hidden Markov Model profile of the bZIP domain (PF00170).1 A BLASTP search was performed using 78 Arabidopsis protein sequences that were annotated according to previously published methods from TAIR.2 Subsequently, Pfam, SMART,3 and CDD4 were used to confirm the presence of the bZIP domain in candidate proteins. All putative bZIP genes were named according to their homologs in Arabidopsis. The encoded protein sequences were analyzed using the online tool ProtParam5 to predict the amino acid composition, molecular weight, and isoelectric point (Gasteiger et al., 2005). Additionally, PSORT prediction6 was used to predict the subcellular localization of the proteins.
Multiple Sequence Alignment and Phylogenetic Analysis
ClustalX2 was used to align the full-length SpbZIP and AtbZIP amino acid sequences. Phylogenetic trees were constructed using the maximum-likelihood criteria in MEGA 5.0, with 1,000 bootstrap replicates. The identified SpbZIP genes were divided into different groups according to the AtbZIP classification scheme. The phylogenetic tree was visualized using iTOL.7
Analysis of cis-Acting Elements in SpbZIP Promoters
The cis-acting elements in the promoter region 2 kb upstream of the SpbZIP genes were identified and then submitted to the PlantCARE database8 (Lescot et al., 2002). The position of the identified elements was graphically displayed using the TBtools software.9
Analysis of SpbZIP Gene Structures and Encoded Motifs
The exon/intron structure of SpbZIP genes was analyzed and displayed using the GSDS platform.10 The conserved motifs in the SpbZIP proteins were identified using the MEME program (version 5.0.5),11 with the following parameters: optimum motif width range of 6–50 amino acid residues and a maximum of 22 motifs (Bailey and Elkan, 1994).
Synteny Analysis and Chromosomal Distribution of SpbZIP Genes
The default parameters of the Multiple Collinearity Scan (MCScanX) toolkit were used to analyze gene duplication events (Wang et al., 2012). Diagrams were generated using the Circos program (version 0.69)12 (Krzywinski et al., 2009). Non-synonymous (ka) and synonymous (ks) substitutions in each duplicated SpbZIP gene were calculated using KaKs_Calculator 2.0 (Wang et al., 2010).
Plant Materials and Cd Stress Treatments
Sedum plumbizincicola plants were collected from an old Pb/Zn mine in Huiping town, Quzhou city, Zhejiang province, China. The shoots from a single genotype were asexually propagated and cultivated in water in an artificial climate chamber at 25°C with a 16-h light/8-h dark cycle. The plants were grown in a half-strength Hoagland solution for about 4 weeks. Similarly growing plants were then treated with 400 μM CdCl2. The roots, stems, and leaves were sampled at 0, 0.5, 2, 4, 8, and 12 h after the Cd stress treatment. Three biological replicates were collected for all samples.
SpbZIP Expression Profiles in Response to Cd Stress
The Total RNA Purification kit (NORGEN, Thorold, ON, Canada) was used to extract total RNA from the roots, stems, and leaves. First-strand cDNA was generated using PrimeScript™ RT Master Mix (TaKaRa, Dalian, China). The qRT-PCR analysis was performed in triplicate using the 7,300 Real-Time PCR System (Applied Biosystems, CA, United States) and the SYBR® Premix Ex Taq™ reagent (TaKaRa, Dalian, China). Gene-specific primers were designed using the “Genes” module of the SPDE software (Xu et al., 2021a). The UBC gene was selected as the internal reference (Sang et al., 2013). Primers used are listed in Supplementary Table 5. Relative expression levels were calculated according to the 2–ΔΔCT method (Livak and Schmittgen, 2001). The FPKM values for the SpbZIP genes were derived from the RNA-seq data (Han et al., 2016). Expression values were normalized via Z-score normalization. An expression profile heatmap was generated using the pheatmap package in R (4.0.2).
SpbZIP Co-expression Regulatory Network
The weighted gene co-expression network analysis (WGCNA) R package was used to construct a co-expression regulatory network on the basis of the expression profiles of differentially expressed genes under Cd stress conditions (Han et al., 2016). The SpbZIP genes among the co-expressed genes with strong interconnections were designated as hub genes. The Pearson’s correlation coefficient threshold was set as 0.40 according to the FPKM values for each gene pair using the R (version 4.0.2) program (Han et al., 2016). We screened for co-expression edge genes associated with the SpbZIP hub genes and performed Gene Ontology (GO) analyses using the Gene Annotation Software for Plants (GFAP) (Xu et al., 2022). Subsequently, we classified the related genes according to their functions and visualized the relationships between nodes and edges using Cytoscape (version 3.6.1).
Subcellular Localization of SpbZIP60
The SpbZIP60 coding sequence without the stop codon was fused to the mGFP-encoding sequence in the pCAMBIA1302 expression vector using the ClonExpress II One Step Cloning Kit (Vazyme, Nanjing, China). Agrobacterium tumefaciens GV3101 cells were transformed with the recombinant plasmid, which was then transferred into healthy Nicotiana benthamiana leaves for a transient gene expression analysis; the empty vector was used as a control. After co-culturing for 3 days, the leaves were soaked in a 4,6-diamidino-2-phenylindole (DAPI) staining solution to visualize nuclear DNA. The LSM 710 confocal laser-scanning microscope (Zeiss, Germany) was used to detect the fluorescence of the fusion protein.
Ectopic Expression of SpbZIP60 in Arabidopsis and Cd Treatment
The SpbZIP60 coding sequence was amplified by PCR and inserted into the pCAMBIA1300 vector. The recombinant plasmid was inserted into Arabidopsis (Col-0) plants via A. tumefaciens (EHA105)-mediated transformation (Zhang et al., 2006). The T3 homozygous transgenic lines and wild-type (WT) plants were grown in a half-strength Hoagland solution. The seedlings were transferred to a solution containing 30 μM CdCl2 after 4 weeks and grown for 7 days. The roots of the treated seedlings were immersed in a 10-mM EDTA solution for 0.5 h to remove Cd from the surface. The samples were dried and then digested with a solution comprising HNO3 and perchloric acid (9:1 v/v) at 120–200°C in a microwave-accelerated reaction system (CEM, Matthews, NC, United States). The Cd content was determined using the 7500a inductively coupled plasma mass spectrometry system (Agilent, Santa Clara, CA, United States). Previously described 3,3’-diaminobenzidine (DAB) and nitroblue tetrazolium (NBT) staining methods were used to reveal the presence of H2O2 and O2– in situ (Chen et al., 2020). The chlorophyll content was measured according to an acetone ethanol extraction method (Li et al., 2000). Chlorophyll fluorescence was analyzed using the Dual-PAM-100 system (Walz, Effeltrich, Germany); the parameters were set, and the data were analyzed as previously described (Su et al., 2020).
Results
Identification and Characterization of Putative Basic Leucine Zipper Transcription Factors
Following a search of the S. plumbizincicola genome database using HMMER3.0, the identified candidate sequences were examined using CDD, Pfam, and SMART to confirm the presence of the bZIP domain (E-value < 1e–5). A total of 92 non-redundant genes were identified as bZIP genes in the S. plumbizincicola genome. They were named according to the corresponding Arabidopsis homologs. The subsequent analysis indicated that the SpbZIP proteins comprise 117–707 amino acids (average of 303 amino acids), with a molecular weight of 13.7–77.3 kDa (average of 33.7 kDa) and a predicted isoelectric point of 5.05–10.26 (average of 7.02). Most of the identified SpbZIP proteins were predicted to localize in the nucleus, which is a characteristic of transcription factors (Supplementary Table 1).
Phylogenetic Analysis of SpbZIP Genes
To classify the SpbZIP genes into subgroups and elucidate the evolutionary relationships between S. plumbizincicola and Arabidopsis genes, we constructed an unrooted phylogenetic tree using the maximum-likelihood method and the protein sequences encoded by 78 AtbZIP genes and the 92 identified SpbZIP genes (Figure 1). On the basis of the phylogenetic tree, the SpbZIP genes were divided into 12 of 13 subgroups; the exception was subgroup M. There were no individual clades among the SpbZIP genes, suggesting that they were relatively conserved. Similar to the Arabidopsis homologs, most of the SpbZIP genes were classified into subgroups S and A. Subgroups J and K had the fewest genes, each with only two SpbZIP genes.
SpbZIP Gene Structure and Protein Motif Composition
To gain insights into the structures of SpbZIP genes, their introns and exons were analyzed. Of the SpbZIP genes in subgroup S, 20 (21.7%) lacked introns. In contrast, three (3.3%) and seven (7.6%) genes contained one and two introns, respectively. Three or more introns were detected in 62 genes (68.5%) (Figure 2C). An examination using the MEME online program detected 22 conserved motifs in the SpbZIP proteins. The conserved motifs comprised 20–50 amino acids. Details regarding the 22 putative motifs are provided in Supplementary Table 2. Motif 1 (leucine zipper region of bZIP) was identified as the core conserved domain. A few subgroup-specific motifs were identified, including motifs 10 and 15 (subgroup A) and motifs 11, 12, and 16 (subgroup G). Most of the SpbZIP proteins in the same subgroup in the phylogenetic tree had common motifs, indicating a close evolutionary relationship and a high degree of conservation.
Chromosomal Locations and Collinearity Analysis of SpbZIP Genes
The 92 SpbZIP genes were distributed unequally among 30 S. plumbizincicola chromosomes (Figure 3). Segmental duplications of multiple genes are caused by chromosomal rearrangements (Yu et al., 2005), whereas tandem duplications, which mainly occur in the recombination region of chromosomes, usually result in the formation of a cluster of genes with similar sequences and functions (Ramamoorthy et al., 2008). During evolution, segmental and tandem duplications are the two main drivers of the expansion of plant gene families. In the S. plumbizincicola genome, eight segmental duplication events involving 16 SpbZIP genes (i.e., 17.4% of the SpbZIP genes) were detected. Among the segmentally duplicated gene pairs, SpbZIP42.1/SpbZIP42 and SpbZIP45.2/SpbZIP45.1 were distributed on chromosomes 4 and 14, respectively, whereas SpbZIP60/SpbZIP60.1 and SpbZIP61.3/SpbZIP61.2 were distributed on chromosomes 5 and 6, respectively. Additionally, SpbZIP36.1/SpbZIP36, SpbZIP53/SpbZIP53.1, SpbZIP44/SpbZIP44.1, and SpbZIP52/SpbZIP18.2 resulted from gene duplication events. Of these gene pairs, six were assigned to subgroup S. Furthermore, none of the genes were the result of tandem duplications. Thus, we speculated that segmental duplications were important for the expansion of the SpbZIP family in S. plumbizincicola. Moreover, the Ka/Ks ratios for all eight duplicated SpbZIP gene pairs were less than 0.5 (Supplementary Table 3), indicating that the SpbZIP family paralogs were primarily under purifying selection.
Next, we created two comparative syntenic maps of the association between S. plumbizincicola and Arabidopsis or Kalanchoe fedtschenkoi, which is a representative Crassulaceae plant species, to further clarify the origin and evolution of the S. plumbizincicola bZIP family (Figure 4). A total of 15 SpbZIP genes had a syntenic relationship with 17 and 48 genes in Arabidopsis and K. fedtschenkoi, respectively (Supplementary Table 4). Additionally, 20 orthologous gene pairs were detected between S. plumbizincicola and Arabidopsis, which was fewer than the 54 orthologous gene pairs between S. plumbizincicola and K. fedtschenkoi. There were more collinear gene pairs between S. plumbizincicola and K. fedtschenkoi than between S. plumbizincicola and Arabidopsis, which is in accordance with the fact S. plumbizincicola is phylogenetically closer to K. fedtschenkoi than to Arabidopsis. Some collinear gene pairs (involving 11 SpbZIP genes) among all three species were identified, implying that the orthologous gene pairs may have existed before ancestral divergence. These orthologous genes were also under intense purifying selection.
Analysis of cis-Acting Elements in SpbZIP Promoters
To clarify the regulatory mechanisms underlying SpbZIP expression, the cis-acting elements in the promoter sequences were analyzed using PlantCARE. The identified cis-acting elements (Figure 5) were divided into three categories (stress-responsive, plant development-related, and phytohormone responsive). The following seven abiotic stress-responsive elements were detected: ARE (important for anaerobic induction), MBS (MYB-binding site associated with drought-inducible expression), TC-rich repeat (stress-responsive element), WUN-motif (wound-responsive element), LTR (low temperature-responsive element), G-box, and W-box. At least one stress-responsive cis-acting element was detected in the promoter of all SpbZIP genes, with the exception of SpbZIP66, reflecting the importance of SpbZIP expression for plant responses to various abiotic stresses. Among the phytohormone-responsive cis-acting elements, ABRE was the most common, with 251 ABREs detected in 72 SpbZIP promoters (enrichment level of 3.49), followed by MeJA-responsive cis-acting elements (TGACG-motif and CGTCA-motif) (enrichment level of 2.49).
SpbZIP Expression Profiles Under Cd Stress Conditions
We used our previously published RNA-seq data to determine SpbZIP expression patterns (Han et al., 2016), which were revealed in terms of FPKM values, in the roots, stems, and leaves. The SpbZIP expression trends in the roots during the Cd treatment period were divided into four categories (Figure 6). The expression levels of 32 SpbZIP genes gradually decreased or increased over the entire treatment period. In contrast, the expression levels of 18 genes peaked at 1 day after initiating the Cd treatment. However, the genes whose expression in the roots was not induced by Cd stress had upregulated or downregulated expression levels in the stems (27) or leaves (8) in response to the Cd treatment. These results suggested that SpbZIP transcription factors may play a major role in the roots as part of the initial response to Cd stress. Transcription factors often rapidly respond to environmental cues. We further shortened and refined the treatment time and then performed qRT-PCR analysis to investigate the expression levels of 25 hub genes selected from the co-expression network. As expected, for most of the SpbZIP genes, the expression levels peaked earlier in the roots (4 h) than in the stems (8 h) and leaves (12 h) (Figure 7).
SpbZIP Co-expression Network
To further clarify the regulatory effects of bZIP family members on the expression of Cd-responsive genes, a co-expression regulatory network was constructed on the basis of the expression profiles of differentially expressed genes under Cd stress conditions determined in an earlier transcriptome analysis, in which 11 SpbZIP genes were annotated as hub genes. The nodes associated with hub genes were clustered according to functional categories, which reflected their association with metabolic processes, cellular activities, membranes, cells, binding, and catalytic activities (Supplementary Table 6). The Cd-responsive gene co-expression network had 189 nodes (Figure 8). The major categories included transcription factor (59 edges), transporter activity (52 edges), stimulus-response (43 edges), signaling (19 edges), and antioxidant activity (8 edges). The hub gene SpbZIP60.1 was associated with the most nodes (59), including 19 transcription factor nodes, 12 transporter activity nodes, 4 stimulus-response nodes, and 4 signaling nodes, followed by SpbZIP69.2 (34 nodes) and SpbZIP63.3 (21 nodes). Accordingly, in response to Cd stress, SpbZIP transcription factors appear to regulate the expression of downstream genes associated with diverse functions.
SpbZIP60 Was Localized in the Nucleus
In this study, SpbZIP60 was one of the hub genes in the co-expression regulatory network, and its expression level was significantly upregulated in the roots during the Cd stress treatment. Hence, the subcellular localization of SpbZIP60 was analyzed to elucidate the potential functions of bZIP transcription factors in S. plumbizincicola. The control GFP signal was distributed throughout the cell, whereas the fluorescence of the SpbZIP60-mGFP fusion protein was detected only in the nucleus (Figure 9). Thus, SpbZIP60 likely functions as a nuclear protein that regulates transcription.
Overexpression of SpbZIP60 Enhanced the Cd Tolerance of Arabidopsis
To further explore the function of SpbZIP60 under Cd stress conditions, transgenic Arabidopsis plants overexpressing SpbZIP60 were generated. The T0 transgenic lines were verified by PCR using genomic DNA as the template. After analyzing the SpbZIP60 expression levels by semi-RT-PCR, the transgenic lines were cultivated to produce the homozygous T3 lines used for the subsequent analyses (Supplementary Figure 1).
Leaf chlorosis and damages to the photosynthetic apparatus are observable symptoms of Cd toxicity. The degree of chlorosis in leaves at 7 days after initiating the Cd stress treatment was higher in the WT plants than in the SpbZIP60-overexpressing plants (Figure 10A). Histochemical staining revealed that less H2O2 and O2– accumulated in the transgenic Arabidopsis lines (OE#5 and OE#8) than in the WT control following the Cd treatment (Figures 10B,C). Meanwhile, the total chlorophyll content of the SpbZIP60-overexpressing plants where significantly higher than those of WT (Figure 10D). Chlorophyll fluorescence properties, which reflect the photochemical processes of PSII, are a useful indicator of the effects of heavy metal stress, especially Cd stress, on the photosynthetic apparatus. In the WT Arabidopsis plants, the Fv/Fm decreased, which was indicative of photoinhibition. Moreover, the inactivation or destruction of PSII resulted in an increase in the initial fluorescence (F0). Additionally, the relative PSII electron transport rate was higher in the SpbZIP-overexpressing plants than in the WT plants (Supplementary Table 7). These results suggested that in response to Cd stress, the photosynthetic apparatus was damaged less in the SpbZIP60-overexpressing plants than in the WT plants. Next, we analyzed the Cd concentrations in hydroponically grown SpbZIP60-overexpressing lines. The Cd concentrations in the leaves and roots decreased substantially in the transgenic lines (Figure 10E). Therefore, SpbZIP60 significantly decreased the Cd concentration in the roots of the transgenic Arabidopsis plants, likely by inhibiting Cd uptake.
Discussion
Sedum plumbizincicola has undergone long-term evolution and natural selection in heavy metal-contaminated soil (Wu et al., 2013; Yang et al., 2017). The S. plumbizincicola proteins involved in the absorption, transport, sequestration, and detoxification of heavy metals have been thoroughly studied, especially the heavy metal transporters (Liu et al., 2016, 2017, 2019a; Peng et al., 2017; Chen et al., 2020; Zhu et al., 2022). However, systematic analyses of the transcriptional regulation of the genes encoding these proteins have not been conducted. Transcription factors in the bZIP family modulate various physiological processes and abiotic stress responses (Corrêa et al., 2008). Thus, characterizing the S. plumbizincicola bZIP family is critical for clarifying the mechanism underlying the responses of S. plumbizincicola plants to environmental factors, especially heavy metal stress.
In this study, we conducted a genome-wide analysis of the S. plumbizincicola bZIP transcription factor family and explored the potential functions in response to Cd stress. On the basis of the encoded motifs, 92 SpbZIP genes were identified in the S. plumbizincicola genome. The number of bZIP genes in S. plumbizincicola is higher than that in some plant species but lower than that in other plant species (Corrêa et al., 2008; Nijhawan et al., 2008; Wei et al., 2012; Zhao et al., 2016, 2021; Dröge-Laser et al., 2018; Zhang et al., 2018; Liu et al., 2019b). We then divided the 92 SpbZIP genes into 12 subgroups after comparing the encoded protein sequences with the corresponding sequences in Arabidopsis. The classification of the bZIP genes was relatively consistent between S. plumbizincicola and Arabidopsis. However, AtbZIP72 was included in a separate clade (subgroup M), which lacked SpbZIP genes, suggesting that this clade is specific to Arabidopsis. In the phylogenetic tree constructed in this study, there were no branches that were exclusive to S. plumbizincicola, suggesting the SpbZIP genes are evolutionarily conserved (Figure 1). Moreover, genes belonging to the same subgroup were revealed to share similar gene structures and encode common motifs (Figure 2). For example, subgroup S consisted of small proteins encoded by genes lacking introns, which is in accordance with the results of earlier studies (Dröge-Laser et al., 2018; Wang et al., 2021).
Tandem and segmental duplication events are crucial for the expansion of gene families and the diversification of gene functions, which have enabled plants to adapt to environmental conditions (Cannon et al., 2004). We detected eight pairs of segmentally duplicated genes on 11 chromosomes, but no tandemly duplicated genes. Therefore, the expansion of the bZIP gene family in S. plumbizincicola was mainly the result of segmental duplications. The calculated Ka/Ks ratios for all gene pairs were less than 0.5, implying these genes might have experienced strong purifying selection pressure during evolution. Furthermore, we analyzed the collinearity between the SpbZIP genes and genes in Arabidopsis and K. fedtschenkoi. There were more collinear gene pairs between S. plumbizincicola and K. fedtschenkoi, which has a relatively close evolutionary relationship with S. plumbizincicola, than between S. plumbizincicola and Arabidopsis. A comparison between S. plumbizincicola and Arabidopsis detected 20 orthologous pairs of bZIP genes. As putative orthologs of SpbZIP19.1, both AT4G35040.1 (AtbZIP19) and AT2G16770.1 (AtbZIP23), which belong to subgroup F, encode Zn sensors that contain a motif that binds Zn2+ ions, enabling them to regulate plant responses to zinc deficiency (Lilay et al., 2021). Additionally, the following four G-box-binding factors (GBFs) were identified: GBF1 (SpbZIP41.1/AT4G36730.1), GBF2 (SpbZIP55/AT4G01120.1), GBF3 (SpbZIP55/AT2G46270.1), and GBF6 (SpbZIP16.3 and SpbZIP44.4/AT4G34590.1). Previous research indicated that GBFs participate in abiotic stress responses (Sun et al., 2015). For example, the expression of AtGBF3 induces drought and pathogen stress tolerance by activating ABA-mediated signaling (Ramegowda et al., 2017; Dixit et al., 2019). Interestingly, the promoter of SpbZIP55, which is orthologous to AtGBF3, was revealed to contain the most ABREs among the examined SpbZIP genes, suggesting that SpbZIP55 may also be related to ABA signaling and stress responses.
We further explored the SpbZIP expression patterns in response to Cd stress. Most of the SpbZIP genes were responsive to Cd stress, especially in the roots. This finding may be related to the fact that plants first perceive Cd stress in the roots, which take up Cd from the soil. The Cd is then transported to the stems and leaves. Therefore, the response to Cd stress will likely be greater in the roots than in the other plant tissues (Pan et al., 2019). Transcription factors may regulate metal ion transport in the stem. For example, in Brassica juncea, BjCdR15/TGA3 is a transcription factor that is crucial for the regulation of Cd uptake by the roots and the root-to-shoot transport of Cd (Farinati et al., 2010). Moreover, bZIP genes encode transcription factors that respond rapidly to stimuli. A co-expression regulatory network analysis is useful for identifying closely co-regulated and functionally related genes or genes affecting the same signaling pathway or physiological process. To identify the core SpbZIP genes responsive to Cd stress, we constructed a co-expression network and identified 11 hub SpbZIP genes that are co-expressed, with strong interconnections to edges (Han et al., 2016). These genes may encode proteins that sense specific signals, respond to stimuli, regulate the expression of other transcription factor genes, and ultimately affect metal transport or oxidative elimination.
The hub gene SpbZIP60 was selected for functional analysis because its expression was observed to be upregulated by Cd stress. The overexpression of SpbZIP60 in transgenic Arabidopsis resulted in increased Cd tolerance. More specifically, the photosynthetic apparatus was damaged more in the WT plants than in the transgenic plants following the Cd treatment. Furthermore, Cd accumulated less in the transgenic plants than in the WT controls. These results indicate that SpbZIP60 may affect the uptake or transport of Cd. However, it is unclear whether the increased Cd resistance is also the result of enhancements to other detoxification-related processes. The Chlamydomonas bZIP transcription factor BLZ8 confers oxidative stress tolerance by inducing a carbon-concentrating mechanism (Choi et al., 2021). In Arabidopsis, AtbZIP60 responds to endoplasmic reticulum stress through the IRE1-bZIP60 mRNA splicing pathway (Deng et al., 2011). Briefly, AtIRE1 selectively recognizes and cleaves the unspliced bZIP60 mRNA that normally exists in the ER membrane, and the resulting spliced bZIP60 mRNA can be translated into an active bZIP transcription factor (Howell, 2013). The subcellular localization experiment conducted in the current study demonstrated that SpbZIP60 is a nuclear protein, but whether this means SpbZIP60 contributes to the ER stress response remains to be determined. At present, there are relatively few studies on Cd-mediated ER stress in plants.
Conclusion
In this study, we identified 92 bZIP genes in S. plumbizincicola and analyzed their evolutionary relationships. These genes were divided into 12 subgroups, and the members of each subgroup had common gene structures and motif compositions. An analysis of the S. plumbizincicola bZIP genes revealed eight segmental duplication events, but no tandem duplication events, suggesting that segmental duplication events were the main force driving the evolution of the bZIP gene family in S. plumbizincicola. A collinearity analysis involving S. plumbizincicola and other species and a comparison between the S. plumbizincicola genes and the genes encoding bZIP transcription factors with known functions in model plants will provide new clues regarding SpbZIP functions. We also characterized the SpbZIP expression profiles under Cd stress conditions and constructed a co-expression network comprising 11 SpbZIP hub genes. The results of this study reflect the importance of SpbZIP transcription factors for regulating plant responses to Cd stress. The expression of the hub gene SpbZIP60 was induced by Cd stress and enhanced the Cd tolerance of transgenic Arabidopsis. Overall, these findings may provide new insights into the stress response-related functions of SpbZIP transcription factors in S. plumbizincicola.
Data Availability Statement
The original contributions presented in the study are included in the article/Supplementary Material, further inquiries can be directed to the corresponding author/s.
Author Contributions
ZL and RZ designed the experiments. ZL performed the experiments, analyzed the data, and wrote the manuscript. KJ and MY analyzed the data and prepared the display items. ZL, WQ, XJH, and RZ helped revise the manuscript. LW and CW designed the work and provided materials. XYH provided the culture room. All authors read and approved the final manuscript.
Conflict of Interest
The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.
Publisher’s Note
All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article, or claim that may be made by its manufacturer, is not guaranteed or endorsed by the publisher.
Acknowledgments
We thank Liwen Bianji (Edanz) (www.liwenbianji.cn) for editing the English text of a draft of this manuscript.
Footnotes
Funding
This study was supported by the National Natural Science Foundation of China (31872168) and the National Non-profit Institute Research Grant of CAF (RISFZ-2021-01 and CAFYBB2020SY016).
Supplementary Material
The Supplementary Material for this article can be found online at: https://www.frontiersin.org/articles/10.3389/fpls.2022.859386/full#supplementary-material
References
- Abe M., Kobayashi Y., Yamamoto S., Daimon Y., Yamaguchi A., Ikeda Y., et al. (2005). FD, a bZIP protein mediating signals from the floral pathway integrator FT at the shoot apex. Science 309 1052–1056. 10.1126/science.1115983 [DOI] [PubMed] [Google Scholar]
- Ali H., Khan E., Sajad M. A. (2013). Phytoremediation of heavy metals—concepts and applications. Chemosphere 91 869–881. 10.1016/j.chemosphere.2013.01.075 [DOI] [PubMed] [Google Scholar]
- Assunção A. G., Herrero E., Lin Y.-F., Huettel B., Talukdar S., Smaczniak C., et al. (2010). Arabidopsis thaliana transcription factors bZIP19 and bZIP23 regulate the adaptation to zinc deficiency. Proc. Natl. Acad. Sci. 107 10296–10301. 10.1073/pnas.1004788107 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Bailey T. L., Elkan C. (1994). Fitting a mixture model by expectation maximization to discover motifs in bipolymers. Proc. Int. Conf. Intell. Syst. Mol. Biol. 2 28–36. [PubMed] [Google Scholar]
- Banerjee A., Roychoudhury A. (2017). Abscisic-acid-dependent basic leucine zipper (bZIP) transcription factors in plant abiotic stress. Protoplasma 254 3–16. 10.1007/s00709-015-0920-4 [DOI] [PubMed] [Google Scholar]
- Bi C., Yu Y., Dong C., Yang Y., Zhai Y., Du F., et al. (2021). The bZIP transcription factor TabZIP15 improves salt stress tolerance in wheat. Plant Biotechnol. J. 19 209–211. 10.1111/pbi.13453 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Cannon S. B., Mitra A., Baumgarten A., Young N. D., May G. (2004). The roles of segmental and tandem gene duplication in the evolution of large gene families in Arabidopsis thaliana. BMC Plant Biol. 4:10. 10.1186/1471-2229-4-10 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Chen S., Han X., Fang J., Lu Z., Qiu W., Liu M., et al. (2017). Sedum alfredii SaNramp6 metal transporter contributes to cadmium accumulation in transgenic Arabidopsis thaliana. Sci. Rep. 7 1–13. 10.1038/s41598-017-13463-4 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Chen S., Yu M., Li H., Wang Y., Lu Z., Zhang Y., et al. (2020). SaHsfA4c From Sedum alfredii hance enhances cadmium tolerance by regulating ROS-scavenger activities and heat shock proteins expression. Front. Plant Sci. 11:142. 10.3389/fpls.2020.00142 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Choi B. Y., Kim H., Shim D., Jang S., Yamaoka Y., Shin S., et al. (2021). The Chlamydomonas bZIP transcription factor BLZ8 confers oxidative stress tolerance by inducing the carbon-concentrating mechanism. Plant Cell 34 910–926. 10.1093/plcell/koab293 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Corrêa L. G. G., Riaño-Pachón D. M., Schrago C. G., Vicentini dos Santos R., Mueller-Roeber B., Vincentz M. (2008). The role of bZIP transcription factors in green plant evolution: adaptive features emerging from four founder genes. PLoS One 3:e2944. 10.1371/journal.pone.0002944 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Dash M., Yordanov Y. S., Georgieva T., Tschaplinski T. J., Yordanova E., Busov V. (2017). Poplar PtabZIP1-like enhances lateral root formation and biomass growth under drought stress. Plant J. 89 692–705. 10.1111/tpj.13413 [DOI] [PubMed] [Google Scholar]
- Deng Y., Humbert S., Liu J.-X., Srivastava R., Rothstein S. J., Howell S. H. (2011). Heat induces the splicing by IRE1 of a mRNA encoding a transcription factor involved in the unfolded protein response in Arabidopsis. Proc. Natl. Acad. Sci. 108 7247–7252. 10.1073/pnas.1102117108 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Dixit S. K., Gupta A., Fatima U., Senthil-Kumar M. (2019). AtGBF3 confers tolerance to Arabidopsis thaliana against combined drought and Pseudomonas syringae stress. Environ. Exp. Bot. 168:103881. 10.1016/j.envexpbot.2019.103881 [DOI] [Google Scholar]
- Dröge-Laser W., Snoek B. L., Snel B., Weiste C. (2018). The Arabidopsis bZIP transcription factor family—an update. Curr. Opin. Plant Biol. 45 36–49. 10.1016/j.pbi.2018.05.001 [DOI] [PubMed] [Google Scholar]
- Farinati S., DalCorso G., Varotto S., Furini A. (2010). The Brassica juncea BjCdR15, an ortholog of Arabidopsis TGA3, is a regulator of cadmium uptake, transport and accumulation in shoots and confers cadmium tolerance in transgenic plants. New Phytol. 185 964–978. 10.1111/j.1469-8137.2009.03132.x [DOI] [PubMed] [Google Scholar]
- Gasteiger E., Hoogland C., Gattiker A., Wilkins M. R., Appel R. D., Bairoch A. (2005). “Protein identification and analysis tools on the ExPASy server,” in The proteomics protocols handbook, ed. Walker J. M. (Totowa, NJ: Humana Press; ), 571–607. 10.1385/1-59259-890-0:571 [DOI] [Google Scholar]
- Han X., Yin H., Song X., Zhang Y., Liu M., Sang J., et al. (2016). Integration of small RNAs, degradome and transcriptome sequencing in hyperaccumulator Sedum alfredii uncovers a complex regulatory network and provides insights into cadmium phytoremediation. Plant Biotechnol. J. 14 1470–1483. 10.1111/pbi.12512 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Howell S. H. (2013). Endoplasmic reticulum stress responses in plants. Annu. Rev. Plant Biol. 64 477–499. 10.1146/annurev-arplant-050312-120053 [DOI] [PubMed] [Google Scholar]
- Huang X., Ouyang X., Yang P., Lau O. S., Li G., Li J., et al. (2012). Arabidopsis FHY3 and HY5 positively mediate induction of COP1 transcription in response to photomorphogenic UV-B light. Plant Cell 24 4590–4606. 10.1105/tpc.112.103994 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Izawa T., Foster R., Nakajima M., Shimamoto K., Chua N.-H. (1994). The rice bZIP transcriptional activator RITA-1 is highly expressed during seed development. Plant Cell 6 1277–1287. 10.1105/tpc.6.9.1277 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Jakoby M., Weisshaar B., Dröge-Laser W., Vicente-Carbajosa J., Tiedemann J., Kroj T., et al. (2002). bZIP transcription factors in Arabidopsis. Trends Plant Sci. 7 106–111. 10.1016/S1360-1385(01)02223-3 [DOI] [PubMed] [Google Scholar]
- Krzywinski M., Schein J., Birol I., Connors J., Gascoyne R., Horsman D., et al. (2009). Circos: an information aesthetic for comparative genomics. Genome Res. 19 1639–1645. 10.1101/gr.092759.109 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Lescot M., Déhais P., Thijs G., Marchal K., Moreau Y., Van de Peer Y., et al. (2002). PlantCARE, a database of plant cis-acting regulatory elements and a portal to tools for in silico analysis of promoter sequences. Nucleic Acids Res. 30 325–327. 10.1093/nar/30.1.325 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Li H., Sun Q., Zhao S. (2000). Principle and Technology of Plant Physiological and Biochemical Experiments. Beijing: Higher Education Press. [Google Scholar]
- Li J.-T., Gurajala H. K., Wu L.-H., van der Ent A., Qiu R. l, Baker A. J., et al. (2018). Hyperaccumulator plants from China: a synthesis of the current state of knowledge. Environ. Sci. Technol. 52 11980–11994. 10.1021/acs.est.8b01060 [DOI] [PubMed] [Google Scholar]
- Lilay G. H., Castro P. H., Campilho A., Assunção A. G. (2019). The Arabidopsis bZIP19 and bZIP23 activity requires zinc deficiency–insight on regulation from complementation lines. Front. Plant Sci. 9:1955. 10.3389/fpls.2018.01955 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Lilay G. H., Persson D. P., Castro P. H., Liao F., Alexander R. D., Aarts M. G., et al. (2021). Arabidopsis bZIP19 and bZIP23 act as zinc sensors to control plant zinc status. Nat. Plants 7 137–143. 10.1038/s41477-021-00856-7 [DOI] [PubMed] [Google Scholar]
- Lin J., Gao X., Zhao J., Zhang J., Chen S., Lu L. (2020). Plant cadmium resistance 2 (SaPCR2) facilitates cadmium efflux in the roots of hyperaccumulator Sedum alfredii Hance. Front. Plant Sci. 11:568887. 10.3389/fpls.2020.568887 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Liu G.-T., Wang J.-F., Cramer G., Dai Z.-W., Duan W., Xu H.-G., et al. (2012). Transcriptomic analysis of grape (Vitis vinifera L.) leaves during and after recovery from heat stress. BMC Plant Biol. 12:174. 10.1186/1471-2229-12-174 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Liu H., Zhao H., Wu L., Liu A., Zhao F.-J., Xu W. (2017). Heavy metal ATPase 3 (HMA3) confers cadmium hypertolerance on the cadmium/zinc hyperaccumulator Sedum plumbizincicola. New Phytol. 215 687–698. 10.1111/nph.14622 [DOI] [PubMed] [Google Scholar]
- Liu J.-X., Srivastava R., Howell S. H. (2008). Stress-induced expression of an activated form of AtbZIP17 provides protection from salt stress in Arabidopsis. Plant Cell Environ. 31 1735–1743. 10.1111/j.1365-3040.2008.01873.x [DOI] [PubMed] [Google Scholar]
- Liu M., He X., Feng T., Zhuo R., Qiu W., Han X., et al. (2019a). cDNA library for mining functional genes in Sedum alfredii hance related to cadmium tolerance and characterization of the roles of a novel SaCTP2 gene in enhancing cadmium hyperaccumulation. Enviro. Sci. Technol. 53 10926–10940. 10.1021/acs.est.9b03237 [DOI] [PubMed] [Google Scholar]
- Liu M., Wen Y., Sun W., Ma Z., Huang L., Wu Q., et al. (2019b). Genome-wide identification, phylogeny, evolutionary expansion and expression analyses of bZIP transcription factor family in tartary buckwheat. BMC Genomics 20:483. 10.1186/s12864-019-5882-z [DOI] [PMC free article] [PubMed] [Google Scholar]
- Liu M., Qiu W., He X., Zheng L., Song X., Han X., et al. (2016). Functional characterization of a Gene in Sedum alfredii hance resembling rubber elongation factor endowed with functions associated with cadmium tolerance. Front. Plant Sci. 7:965. 10.3389/fpls.2016.00965 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Livak K. J., Schmittgen T. D. (2001). Analysis of relative gene expression data using real-time quantitative PCR and the 2– ΔΔCT method. Methods 25 402–408. 10.1006/meth.2001.1262 [DOI] [PubMed] [Google Scholar]
- Lu Z., Chen S., Han X., Zhang J., Qiao G., Jiang Y., et al. (2020). A single amino acid change in Nramp6 from Sedum Alfredii hance affects cadmium accumulation. Int. J. Mol. Sci. 21:3169. 10.3390/ijms21093169 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Muszynski M. G., Dam T., Li B., Shirbroun D. M., Hou Z., Bruggemann E., et al. (2006). Delayed flowering1 encodes a basic leucine zipper protein that mediates floral inductive signals at the shoot apex in maize. Plant Physiol. 142 1523–1536. 10.1104/pp.106.088815 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Nijhawan A., Jain M., Tyagi A. K., Khurana J. P. (2008). Genomic survey and gene expression analysis of the basic leucine zipper transcription factor family in rice. Plant Physiol. 146 333–350. 10.1104/pp.107.112821 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Pan C., Lu H., Yu J., Liu J., Liu Y., Yan C. (2019). Identification of Cadmium-responsive Kandelia obovata SOD family genes and response to Cd toxicity. Environ. Exp. Bot. 162 230–238. 10.1016/j.envexpbot.2019.02.018 [DOI] [Google Scholar]
- Pautler M., Eveland A. L., LaRue T., Yang F., Weeks R., Lunde C., et al. (2015). FASCIATED EAR4 encodes a bZIP transcription factor that regulates shoot meristem size in maize. Plant Cell 27 104–120. 10.1105/tpc.114.132506 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Peng J.-S., Ding G., Meng S., Yi H.-Y., Gong J.-M. (2017). Enhanced metal tolerance correlates with heterotypic variation in SpMTL, a metallothionein-like protein from the hyperaccumulator Sedum plumbizincicola. Plant Cell Environ. 40 1368–1378. 10.1111/pce.12929 [DOI] [PubMed] [Google Scholar]
- Pérez-Rodríguez P., Riano-Pachon D. M., Corrêa L. G. G., Rensing S. A., Kersten B., Mueller-Roeber B. (2010). PlnTFDB: updated content and new features of the plant transcription factor database. Nucleic Acids Res. 38(Suppl._1), D822–D827. 10.1093/nar/gkp805 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Qiu W., Song X., Han X., Liu M., Qiao G., Zhuo R. (2018). Overexpression of Sedum alfredii cinnamyl alcohol dehydrogenase increases the tolerance and accumulation of cadmium in Arabidopsis. Environ. Exp. Bot. 155 566–577. 10.1016/j.envexpbot.2018.08.003 [DOI] [Google Scholar]
- Ramamoorthy R., Jiang S.-Y., Kumar N., Venkatesh P. N., Ramachandran S. (2008). A comprehensive transcriptional profiling of the WRKY gene family in rice under various abiotic and phytohormone treatments. Plant Cell Physiol. 49 865–879. 10.1093/pcp/pcn061 [DOI] [PubMed] [Google Scholar]
- Ramegowda V., Gill U. S., Sivalingam P. N., Gupta A., Gupta C., Govind G., et al. (2017). GBF3 transcription factor imparts drought tolerance in Arabidopsis thaliana. Sci. Rep. 7 1–13. 10.1038/s41598-017-09542-1 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Sang J., Han X., Liu M., Qiao G., Jiang J., Zhuo R. (2013). Selection and validation of reference genes for real-time quantitative PCR in hyperaccumulating ecotype of Sedum alfredii under different heavy metals stresses. PLoS One 8:e82927. 10.1371/journal.pone.0082927 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Su L., Lv A., Wen W., Zhou P., An Y. (2020). Auxin is involved in magnesium-mediated photoprotection in photosystems of alfalfa seedlings under aluminum stress. Front. Plant Sci. 11:746. 10.3389/fpls.2020.00746 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Sun Y., Xu W., Jia Y., Wang M., Xia G. (2015). The wheat TaGBF1 gene is involved in the blue-light response and salt tolerance. Plant J. 84 1219–1230. 10.1111/tpj.13082 [DOI] [PubMed] [Google Scholar]
- Tang N., Zhang H., Li X., Xiao J., Xiong L. (2012). Constitutive activation of transcription factor OsbZIP46 improves drought tolerance in rice. Plant Physiol. 158 1755–1768. 10.1104/pp.111.190389 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Tchounwou P. B., Yedjou C. G., Patlolla A. K., Sutton D. J. (2012). Heavy metal toxicity and the environment. Mol. Clin. Environ. Toxicol. 101 133–164. 10.1007/978-3-7643-8340-4_6 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Tu M., Wang X., Yin W., Wang Y., Li Y., Zhang G., et al. (2020). Grapevine VlbZIP30 improves drought resistance by directly activating VvNAC17 and promoting lignin biosynthesis through the regulation of three peroxidase genes. Hortic. Res. 7 1–15. 10.1038/s41438-020-00372-3 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Wang B., Du H., Zhang Z., Xu W., Deng X. (2017). BhbZIP60 from resurrection plant Boea hygrometrica is an mRNA splicing-activated endoplasmic reticulum stress regulator involved in drought tolerance. Front. Plant Sci. 8:245. 10.3389/fpls.2017.00245 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Wang D., Zhang Y., Zhang Z., Zhu J., Yu J. (2010). KaKs_Calculator 2.0: a toolkit incorporating gamma-series methods and sliding window strategies. Genom. Proteomics Bioinformat. 8 77–80. 10.1016/S1672-0229(10)60008-3 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Wang Q., Guo C., Li Z., Sun J., Wang D., Xu L., et al. (2021). Identification and analysis of bZIP family genes in potato and their potential roles in stress responses. Front. Plant Sci. 12:637343. 10.3389/fpls.2021.637343 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Wang Y., Tang H., DeBarry J. D., Tan X., Li J., Wang X., et al. (2012). MCScanX: a toolkit for detection and evolutionary analysis of gene synteny and collinearity. Nucleic Acids Res. 40:e49. 10.1093/nar/gkr1293 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Wei K., Chen J., Wang Y., Chen Y., Chen S., Lin Y., et al. (2012). Genome-wide analysis of bZIP-encoding genes in maize. DNA Res. 19 463–476. 10.1093/dnares/dss026 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Wu L. H., Liu Y. J., Zhou S. B., Guo F. G., Bi D., Guo X. H., et al. (2013). Sedum plumbizincicola X.H. Guo et S.B. Zhou ex L.H. Wu (Crassulaceae): a new species from Zhejiang Province, China. Plant Syst. Evol. 299 487–498. 10.1007/s00606-012-0738-x [DOI] [Google Scholar]
- Xu D., Jin K., Jiang H., Gong D., Yang J., Yu W., et al. (2022). GFAP: ultra-fast and accurate gene functional annotation software for plants. bioRxiv Available online at: https://www.biorxiv.org/content/10.1101/2022.01.05.475154v1. 10.1101/2022.01.05.475154 [accessed on January 6, 2022] [DOI] [PubMed] [Google Scholar]
- Xu D., Lu Z., Jin K., Qiu W., Qiao G., Han X., et al. (2021a). SPDE: a multi-functional software for sequence processing and data extraction. Bioinformatics 37 3686–3687. 10.1093/bioinformatics/btab235 [DOI] [PubMed] [Google Scholar]
- Xu D., Lu Z., Qiao G., Qiu W., Wu L., Han X., et al. (2021b). Auxin-Induced SaARF4 down regulates SaACO4 to inhibit lateral root formation in Sedum alfredii Hance. Int. J. Mol. Sci. 22:1297. 10.3390/ijms22031297 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Xu Z.-Y., Kim S. Y., Hyeon D. Y., Kim D. H., Dong T., Park Y., et al. (2013). The Arabidopsis NAC transcription factor ANAC096 cooperates with bZIP-type transcription factors in dehydration and osmotic stress responses. Plant Cell 25 4708–4724. 10.1105/tpc.113.119099 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Yang Q., Shohag M. J. I., Feng Y., He Z., Yang X. (2017). Transcriptome comparison reveals the adaptive evolution of two contrasting ecotypes of Zn/Cd hyperaccumulator Sedum alfredii Hance. Front. Plant Sci. 8:425. 10.3389/fpls.2017.00425 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Yang X., Long X. X., Ni W. Z., Fu C. X. (2002). Sedum alfredii H: a new Zn hyperaccumulating plant first found in China. Chin. Sci. Bull. 47 1634–1637. 10.1360/02tb9359 [DOI] [Google Scholar]
- Yang X. E., Long X. X., Ye H. B., He Z. L., Calvert D. V., Stoffella P. J. (2004). Cadmium tolerance and hyperaccumulation in a new Zn-hyperaccumulating plant species (Sedum alfredii Hance). Plant Soil 259 181–189. 10.1023/B:PLSO.0000020956.24027.f2 [DOI] [Google Scholar]
- Yao X., Cai Y., Yu D., Liang G. (2018). bHLH104 confers tolerance to cadmium stress in Arabidopsis thaliana. J. Integr. Plant Biol. 60 691–702. 10.1111/jipb.12658 [DOI] [PubMed] [Google Scholar]
- Yu J., Wang J., Lin W., Li S., Li H., Zhou J., et al. (2005). The genomes of Oryza sativa: a history of duplications. PLoS Biol. 3:e38. 10.1371/journal.pbio.0030038 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Zhang M., Liu Y., Shi H., Guo M., Chai M., He Q., et al. (2018). Evolutionary and expression analyses of soybean basic Leucine zipper transcription factor family. BMC Genomics 19:159. 10.1186/s12864-018-4511-6 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Zhang M., Zhang J., Lu L. L., Zhu Z. Q., Yang X. E. (2016). Functional analysis of CAX2-like transporters isolated from two ecotypes of Sedum alfredii. Biol. Plant. 60 37–47. 10.1007/s10535-015-0557-3 [DOI] [Google Scholar]
- Zhang P., Wang R., Ju Q., Li W., Tran L.-S. P., Xu J. (2019). The R2R3-MYB transcription factor MYB49 regulates cadmium accumulation. Plant Physiol. 180 529–542. 10.1104/pp.18.01380 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Zhang Q., Cai W., Ji T.-T., Ye L., Lu Y.-T., Yuan T.-T. (2020). WRKY13 enhances cadmium tolerance by promoting D-cysteine desulfhydrase and hydrogen sulfide production. Plant Physiol. 183 345–357. 10.1104/pp.19.01504 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Zhang X., Henriques R., Lin S.-S., Niu Q.-W., Chua N.-H. (2006). Agrobacterium-mediated transformation of Arabidopsis thaliana using the floral dip method. Nat. Protocols 1 641–646. 10.1038/nprot.2006.97 [DOI] [PubMed] [Google Scholar]
- Zhao J., Guo R., Guo C., Hou H., Wang X., Gao H. (2016). Evolutionary and expression analyses of the apple basic leucine zipper transcription factor family. Front. Plant Sci. 7:376. 10.3389/fpls.2016.00376 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Zhao K., Chen S., Yao W., Cheng Z., Zhou B., Jiang T. (2021). Genome-wide analysis and expression profile of the bZIP gene family in poplar. BMC Plant Biol. 21:122. 10.1186/s12870-021-02879-w [DOI] [PMC free article] [PubMed] [Google Scholar]
- Zhu Y., Qiu W., Li Y., Tan J., Han X., Wu L., et al. (2022). Quantitative proteome analysis reveals changes of membrane transport proteins in Sedum plumbizincicola under cadmium stress. Chemosphere 287:132302. 10.1016/j.chemosphere.2021.132302 [DOI] [PubMed] [Google Scholar]
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