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Article

Genome-Wide Identification and Expression Analysis of WNK Kinase Gene Family in Acorus

by
Hongyu Ji
1,
You Wu
1,
Xuewei Zhao
1,2,
Jiang-Lin Miao
1,
Shuwen Deng
1,
Shixing Li
1,
Rui Gao
1,
Zhong-Jian Liu
1,2,* and
Junwen Zhai
1,*
1
Key Laboratory of National Forestry and Grassland Administration for Orchid Conservation and Utilization, College of Landscape Architecture and Art, Fujian Agriculture and Forestry University, Fuzhou 350002, China
2
College of Forestry, Fujian Agriculture and Forestry University, Fuzhou 350002, China
*
Authors to whom correspondence should be addressed.
Int. J. Mol. Sci. 2023, 24(24), 17594; https://doi.org/10.3390/ijms242417594
Submission received: 29 November 2023 / Revised: 14 December 2023 / Accepted: 15 December 2023 / Published: 18 December 2023
(This article belongs to the Special Issue New Trends in Genomics and Metabolomics of Horticultural Plants at Fujian Agriculture and Forestry University)
Browse Figures
Versions Notes

Abstract

:
WNK (With No Lysine) kinases are members of serine/threonine protein kinase family, which lack conserved a catalytic lysine (K) residue in protein kinase subdomain II and this residue is replaced by either asparagine, serine, or glycine residues. They are involved in various physiological regulations of flowering time, circadian rhythms, and abiotic stresses in plants. In this study, we identified the WNK gene family in two species of Acorus, and analyzed their phylogenetic relationship, physiochemical properties, subcellular localization, collinearity, and cis-elements. The results showed twenty-two WNKs in two Acorus (seven in Ac. gramineus and fifteen in Ac. calamus) have been identified and clustered into five main clades phylogenetically. Gene structure analysis showed all WNKs possessed essential STKc_WNK or PKc_like superfamily domains, and the gene structures and conserved motifs of the same clade were similar. All the WNKs harbored a large number of light response elements, plant hormone signaling elements, and stress resistance elements. Through a collinearity analysis, two and fourteen segmental duplicated gene pairs were identified in the Ac. gramineus and Ac. calamus, respectively. Moreover, we observed tissue-specificity of WNKs in Acorus using transcriptomic data, and their expressions in response to salt stress and cold stress were analyzed by qRT-PCR. The results showed WNKs are involved in the regulation of abiotic stresses. There were significant differences in the expression levels of most of the WNKs in the leaves and roots of Acorus under salt stress and cold stress, among which two members in Ac. gramineus (AgWNK3 and AgWNK4) and two members in Ac. calamus (AcWNK8 and AcWNK12) were most sensitive to stress. In summary, this paper will significantly contribute to the understanding of WNKs in monocots and thus provide a set up for functional genomics studies of WNK protein kinases.

1. Introduction

Protein kinases are a class of intracellular messenger-dependent enzymes that mediate and amplify protein phosphorylation and aid in signaling [1], and these enzymes catalyze the translocation of γ-phosphate from ATP or GTR to specific serine/threonine, tyrosine (Tyr), or histidine residues of protein substrates [2,3,4]. WNK (With No Lysine) kinase was a newly discovered silk/threonine protein kinase in recent years, which was successfully cloned and isolated for the first time in the plant Arabidopsis thaliana in 2002 [5]. The WNK gene family encodes a special type of serine/threonine protein kinase, with a lysine replaced by a cysteine at the key site of the active center of its substructural domain, which is highly conserved among the other protein kinases, and this unique feature distinguishes the WNK kinases as a distinct class of protein kinases [6,7].
In plants, WNK kinases are involved in a variety of physiological processes, particularly in the regulation of circadian rhythms to control photoperiodic responses and maintain key physiological cycles [8,9]. However, studies on the function of WNKs in plants are scarce, and existing studies are focused on Arabidopsis, with more detailed studies on AtWNK1 and AtWNK8 [5,10,11]. The AtWNK1, AtWNK2, AtWNK4, and AtWNK6 may play an important role in the regulation of circadian rhythms in Arabidopsis [5], in which AtWNK1 was shown to interact with APRR3 and phosphorylate the APRR3 component of the clock-related APRR1/TOC1 quintet in plant biological clock-controlled circadian rhythms [5,12]. And, the transcript levels of several genes in the photoperiod pathway for flowering, such as ELF4, TOC1, CO and FT, were altered in AtWNK mutants, suggesting the Arabidopsis WNK gene family regulated flowering time by modulating the photoperiod pathway [11]. In addition, Hong–Hermesdorf et al. [13] found the AtWNK8 protein kinase was able to bind and phosphorylate vacuolar H+-ATPase subunit C (VHA-C) at multiple sites through yeast two-hybrid experiments, and AtWNK8 participated in the intricate regulation of ion transport processes in plants by interacting with the C-terminus of this subunit. AtWNK9 plays a positive role in ABA signaling cascade and enhances drought tolerance in transgenic Arabidopsis [14]. The soybean GmWNK regulates gene tissue-specific and stress-responsive expression in root architecture [15,16], the OsWNK has a major role in the root formation and architecture [17]. The OsWNK1 expression pattern was observed and suggested its involvement in the regulation of biological circadian cycle and its possible role in abiotic stresses [18].
Acorales is sister to all other monocots and contains only one family, Acoraceae, and just one genus with two species Acorus gramineus Solander ex Aiton and Acorus calamus Linnaeus [19], which have important ecological and ornamental value. Because of its unique phylogenetic position, comparative analysis with other angiosperms could yield important insights into its growth and development. Recently, Acorus genomics have revealed the molecular mechanisms underlying the formation of key traits such as vascular cambia, secondary xylem development, and cotyledon evolution in Acorus [20], but no reports have been made on the mechanisms of WNKs regulation in Acorus.
In this study, we chose the diploid species Ac. gramineus and the tetraploid species Ac. calamus for the identification of WNKs and analyzed the basic characteristics of WNKs in Acorus by using a bioinformatics analysis method, such as gene structure, motif composition, chromosomal localization, and phylogenetic tree analysis. We also analyzed their specific expression in different tissues based on transcriptome data combined with qRT-PCR to analyze their expression changes under salt and cold stresses. The results provide useful information on the biological functions of WNKs in Acorus and emphasize the functional importance of AgWNKs and AcWNKs in different tissues.

2. Results

2.1. Identification and Physicochemical Properties of the Acorus WNKs

Using eleven Arabidopsis WNK protein sequences as the queries, twenty-two WNKs of Acorus (seven in Ac. gramineus and fifteen in Ac. calamus) were identified by BLAST searches and HMMER. The 22 WNKs of Acorus were named AgWNK1–7 and AcWNK1–15 according to the distribution order of the genes on the chromosome, respectively.
The physicochemical properties of Acorus were analyzed by the ExPasy online tool. These WNK protein sequences varied considerably in the number of amino acids (AA), ranging from 227 to 772 aa, with an average length of 554 aa (Table 1). The protein molecular weights (MW) ranged from 25.58 to 86.28 kDa, and the average molecular weight was 62.63 kDa. The isoelectric point (pI) ranged from 4.58 to 8.16, with two WNKs having an isoelectric point greater than 7.0, making them alkaline, and twenty WNKs having an isoelectric point less than 7.0, making them acidic. The instability indexes (II) range from 33.00 to 52.28, and the aliphatic indexes (AI) range from 68.61 to 92.90. The deduced grand average of hydrophilic (GRAVY) values were less than 0, which indicated all WNKs of Acorus were hydrophilic (Table 1). In addition, the predicted subcellular localization showed most WNKs were distributed in the nucleus, and a few WNKs were distributed in the cytoplasm, suggesting the WNKs may have different functional roles.

2.2. Phylogenetic Analysis

To reveal the evolutionary relationship of the Acorus WNK gene family and help with its classification, an evolutionary tree was constructed with sixty-two WNKs from Ac. gramineus (seven WNKs), Ac. calamus (fifteen WNKs), A. thaliana (eleven WNKs), Oryza sativa (nine WNKs), and Glycine max (twenty WNKs) (the protein sequences in Supplementary Table S1). Based on the topology of the phylogenetic tree, the WNK gene family can be divided into five clades, namely clade I, II, III, IV, and V. In all evolutionary branches, the WNKs of monocots and dicots can be divided into two sub-branches with high bootstrap values, such as in Clade I, the dicot plants GmWNK13, 6, 14 and AtWNK1, 9, 2, and the monocot plants AcWNK4, 7, 12 and AgWNK4, 7 are divided into two sub-branches (Figure 1). These results revealed the classification and evolutionary relationships of the WNK gene family in Acorus.

2.3. Protein Conservative Domain and Gene Structure Analysis

To further understand the gene structure of Acorus, the conserved protein motifs were analyzed on the MEME website and set as Motif 1–Motif 10. The results showed most of the conserved motifs of the WNKs existed in the N-terminal domain and were arranged in the order of Motif 4, Motif 3, Motif 9, Motif 2, Motif 1, Motif 5, Motif 8, Motif 6, Motif 7, and Motif 10 (Figure 2B). All WNKs possessed essential STKc_WNK or PKc_like superfamily domains, including motifs 4, 3, 9, 2, 1, and 5 (Figure 2C). In the branches of Clades I, II, and III, except for AgWNK6, AcWNK6, and AcWNK1, the remaining WNKs also contained an additional OSR1_C superfamily domain (Figure 2C). By analyzing the intron-exon structure, it was found noticeable variations in the number of exons were observed among the WNKs, with most members containing five to nine exons, while the three members in Clade IV had only two exons (Figure 2D). The analysis of conserved motifs further supported the phylogenetic relationships and classification of WNKs in Acorus (Figure 2A).

2.4. Collinearity and Location Analysis on Chromosomes

The results showed the WNKs of Acorus were distributed on different chromosomes. The seven WNKs were distributed on six chromosomes in Ac. gramineus, Chr 05–09 and Chr 12. The Chr 05 contained two WNKs, while the other chromosomes each contained one WNK. The fifteen WNKs were distributed on eleven chromosomes in Ac. Calamus, Chr 03–08, Chr10, and Chr 16–21. The Chr 10 and Chr 20 contained two WNKs, while the other chromosomes each contained one WNK (Figure S1).
In addition, the collinear relationship of the WNKs of Ac. gramineus and Ac. calamus was analyzed to identify potential replication events in the evolution of the WNKs in Acorus, respectively. The results showed most of the WNKs in Acorus had a collinear relationship (Figure 3). And, two and fourteen segmental duplication events were identified in the Ac. gramineus genomes and Ac. calamus genomes, respectively.

2.5. Cis-Elements Analysis

In this study, the 2000 bp upstream sequences of Acorus WNKs and cis-elements were analyzed by PlantCARE. A total of 19 types cis-elements were identified in the promoter regions of WNKs in Acorus (Figure 4). Among the identified elements, the number of light-reaction related elements is the highest, with 92 (about 53% of the total) in Ac. gramineus and 184 (about 47% of the total) in Ac. calamus. The cis-regulatory elements associated with hormones were widely distributed, including auxin response, salicylic acid response, gibberellin response, abscisic acid response, and MeJA response, with 39 (about 22% of the total) in Ac. gramineus and 109 (about 28% of the total) in Ac. calamus (Figure 4 and Figure S2, and Supplementary Table S2). Significantly, stress-related cis-elements were equally widely distributed, including defense and stress response, drought induction, anaerobic induction, and low-temperature response, with 23 (about 13% of the total) in Ac. gramineus and 63 (about 16% of the total) in Ac. calamus (Figure 4 and Figure S2, Supplementary Table S2). In addition, other identified elements in the promoters included endosperm expression elements, zein metabolism regulation elements, and meristem expression elements. Changes in type and quantity of elements suggested the wide functional variability of WNKs in Acorus.

2.6. Expression Pattern of WNKs

The majority of WNKs showed low expression levels across tissues, while AgWNK4 and AcWNK12 exhibited relatively high constitutive expression levels in all tissues. And, the expression of AcWNK12 in roots and AgWNK4 in stems was the highest. Importantly, several WNKs displayed high expression levels in specific tissues, for instance, AgWNK4, AgWNK3, AcWNK12, AcWNK1, and AcWNK15 in roots, AgWNK4 and AcWNK12 in stems, and AgWNK12 in leaves (Figure 5 and Supplementary Table S3). These findings suggested different WNKs may play specific roles in particular tissues.

2.7. qRT-PCR Analysis

To explore the expression pattern of the WNKs under salt stress and cold stress, we performed real-time quantitative PCR (RT–qPCR) on eight WNKs of Acorus. The results showed the expression of most WNKs in leaves was up-regulated after salt stress, while the expression of these eight WNKs in roots was significantly down-regulated (Figure 6). Under 200 mM NaCl treatment, AcWNK8, AcWNK12, AcWNK15, AgWNK2, AgWNK3, and AgWNK5 were significantly up-regulated more than five-fold in leaves, and AcWNK8 expression was up-regulated as high as forty-five-fold and then down-regulated, while the expression of AcWNK1 and AgWNK4 was significantly down-regulated in leaves. In roots, the expression of each WNK showed a trend of down-regulation followed by up-regulation. Unlike the results of salt stress, the expression of most WNKs showed different degrees of down-regulation in both leaves and roots under cold stress. Under 4 °C treatment, only the expression of AcWNK8 and AcWNK12 was significantly up-regulated in leaves, while the expression of other WNKs was significantly down-regulated by 0.5–1-fold. In roots, the expression of each WNK showed a trend of decreasing and then increasing, and it was noteworthy the expression of AgWNK3 and AgWNK4 decreased significantly at 24 h, increased significantly at 48 h, and decreased again at 72 h. In conclusion, these WNKs were expressed in both roots and leaves under 200 mM salt stress and 4 °C cold stress, suggesting the WNKs of Acorus were responsive to both salt stress and cold stress.

3. Discussion

With no lysine (WNK) are soluble serine/threonine protein kinases, and they are so called due to the unusual location of an important catalytic lysine. They can be activated by upstream signals through phosphorylation and regulate the activity of downstream target substrates, serving as important regulators in cellular physiological processes. The distribution of WNK is restricted to higher multicellular organisms, and related research is focused on humans and animal [22]. The WNK was first cloned and characterized in Rattus norvegicus [6]. Compared to animals, plants have a greater number of WNKs [11]. Eleven WNKs were successfully identified and isolated in Arabidopsis [5], nine WNKs were found in rice [17], and twenty-six WNKs were identified in soybean [16], which was significantly higher than the previously available results [15]. In contrast, the information about WNK family members in Acorus is not clear, and their evolutionary relationships are unknown. Therefore, it is necessary to carry out further studies in this area.
Genome duplication provides the original genetic material for biological evolution and is extremely important for plant evolution [23]. A total of twenty-two WNKs were identified in Acorus, of which seven in Ac. gramineus and fifteen in Ac. calamus, significantly more than Arabidopsis [11] and rice [17]. Interestingly, we found the number of WNKs in the allotetraploid Ac. calamus was two-fold higher than that of the diploid Ac. gramineus, as in the case of soybeans, suggesting Acorus underwent a whole genome duplication (WGD) event, resulting in a highly duplicated genome and an increased number of WNKs [16,20,24]. By constructing a phylogenetic tree of Ac. gramineus, Ac. calamus, A. thaliana, soybean, and rice, the WNKs were divided into five clades. And, based on the phylogenetic clustering of these kinases, WNKs clustered in the same clade may have similar functions. Meanwhile, we found paired WNKs had similar gene structures and high internal node bootstrap values (100%), such as AcWNK8/14 and AcWNK5/13, suggesting there may be parallelism and functional redundancy in these genes, which may be caused by gene duplication events.
The structural domain analysis, gene structure, and subcellular localization of the 22 WNK gene family members in Acorus suggested the number of amino acids (AA) of Acorus WNK gene family, ranging from 227 to 772 aa, was similar to that of Arabidopsis, rice, and soybean [11,15,16,17]. Prediction of gene structure of Acorus indicated the WNKs consisted of two to nine exons, consistent with the results for soybean [16]. Interestingly, we observed almost each sub-clade had equal numbers of exons and introns in their genomic structure. The predicted subcellular localization showed WNKs were mainly localized in nucleus, and a few in chloroplast, cytoplasm, and cytoskeleton. This result was consistent with the prediction for rice in mPLoc, whereas the prediction for rice in mPLK showed all OsWNK proteins were located in the cytoplasm [17], and the prediction for soybean GmWNK proteins were locations in different cellular compartments [16].
Members of the WNK kinase family share a common feature, namely the absence of a very conserved catalytic lysine residue in the functional structure of the kinase, essential for the maintenance of protein kinase activity. In plants, this conserved lysine residue is replaced by a serine. Subdomain I, at the NH2 terminus of the kinase domain, contains the consensus motif Gly-X-GIy-X-X-Gly-X-Val, but in WNK kinase the third glycine is replaced by a lysine (K) residue, which alters the consensus motif to Gly-X-Gly-X-X-Lys-X-Val. As in rice and soybean, the conserved structural domains of the WNK gene family members of Ac. gramineus and Ac. calamus showed similar changes [16,17]. Predicting conserved domains in AgWNK and AcWNK gene members revealed the presence of N-terminal protein kinase domains classified as STKc_WNK and PKc_like superfamily, with a distinctive positioning of the catalytic lysine [10,25]. In addition, in Clade I–III, all WNKs (except AcWNK6, AgWNK6, and AgWNK1) possess an additional oxidative-stress-responsive kinase 1 C-terminal domain (OSR1 domain), approximately 40 amino acids in length, involved in the signaling cascade that activates the Na/K/2Cl cotransporter during osmotic stress [26].
About the WNK genes family function studies, the focus has mainly been on humans and animals. In mammals, WNKs are mainly involved in intercellular ion transport [27], whereas fewer studies are conducted on the function of WNKs in plants, and relevant studies focus on a few model plants. WNK has been shown to be mainly involved in the regulation of circadian rhythm and interaction with V ATPase C subunit in A. thaliana [12,13]. WNK with might be involved in regulation of various abiotic stresses in rice and soybean [16,17]. Cis-elements play a crucial role as regulatory factors in hormone responses and resistance to various stresses during plant growth and development [28]. Predicting the promoter regions of all WNKs revealed the presence of diverse cis-elements, involved in light response, plant hormone signaling, and stress resistance. The research results showed the number of light-responsive cis-elements was the largest in WNK promoters, suggesting their potential involvement in Acorus photoperiodic response or circadian rhythm [5], consistent with the results of Arabidopsis and soybean [11,16], where the WNK gene family regulates plant flowering time through the photoperiod pathway. The second most numerous cis-elements were jasmonic acid and abscisic acid, indicating a close relationship between the WNK gene family and stress response in plants. Related studies have indicated jasmonic acid and abscisic acid play important roles in adversity stress responses (such as plant drought, high salt, high temperature, etc.) in addition to regulating related physiological processes in plants and inducing plant resistance to these stressors [29,30,31]. The expression pattern of a gene can directly affect its regulatory function. In our study the majority of WNKs showed low expression levels across tissues, while several WNKs displayed high expression levels in specific tissues. For instance, the expression of AcWNK12 in roots and AgWNK4 in stems was the highest. At the same time, the frequent occurrence of abscisic acid-responsive element and the jasmonic acid element in the promoters indicated the up-regulation of WNK expression in roots and stems may be closely related to plant stress responses. They serve as initial clues for further investigation and functional characterization of WNKs in different physiological processes in plants [32,33].
WNK kinases possess kinase activity and undergo autophosphorylation, which plays a crucial role in stress-induced signal transduction pathways [34,35,36]. WNKs are involved in responses to abiotic stress. For instance, the GmWNKs of soybean are involved in salt stress response [16]; AtWNK9 of A. thaliana is involved in drought stress [14]. In our study, we found the transcript levels of most WNKs in Acorus were significantly increased in leaves within 24 h after 200 mM salt stress. Notably, the expression pattern of AcWNK1 and AgWNK4 was in contrast to the other WNKs, with a significant decrease in expression within 24 h in leaves. Similar results were reported in previous studies, where soybean GmWNK1 [15] and GmWNK5 [16] were down-regulated after two hours of NaCl treatment, and the overexpression of GmWNK altered the plant’s sensitivity to salt stress and osmotic stress. In contrast, the transcript levels of most WNKs in Acorus decreased and then increased after cold stress, except for AcWNK8 and AcWNK12. Interestingly, the expression of WNKs in roots of Acorus decreased and then increased significantly in both salt and cold stress within 24–72 h, with the phenomenon of delayed regulatory response. Combined with the results of qRT-PCR and cis-elements, the results indicated WNKs may play a positive role in jasmonic acid and abscisic acid signaling cascades and enhanced salt and cold tolerance in Acorus. However, the specific molecular mechanisms need to be addressed by further research. These results revealed the dynamics and complexity of the expression of WNKs in Acorus under salt stress and cold stress, and laid the foundation for research on breeding strategies for stress tolerance in monocot plants. However, further research and validation are needed for specific applications.

4. Materials and Methods

4.1. Data Sources

The genome sequence and annotation files of Ac. gramineus and Ac. calamus [20] were downloaded from the National Center for Bioinformation Information (NCBI, https://www.ncbi.nlm.nih.gov/, accessed on 10 September 2023) (accession: PRJNA782402), and the WNK protein sequence files of A. thaliana from the Arabidopsis Information Resource (TAIR, http://www.arabidopsis.org/, accessed on 10 September 2023).

4.2. Identification and Physicochemical Properties of the WNK Gene Family

The WNK protein sequences from A. thaliana were used as references to find the WNK protein sequences of Ac. gramineus and Ac. calamus using a local BLASTP search (built-in TBtools v2.019 [21]), and to manually remove the redundant sequences. In addition, uncertain genes were uploaded to the NCBI website (https://blast.ncbi.nlm.nih.gov/, accessed on 10 September 2023) for a BLASTP search.
The online software ExPASy 3.0 (https://web.expasy.org/protparam/, accessed on 13 September 2023) [37] was used to analyze the number of amino acids (AA), molecular weight (MW), theoretical Pi (pI), instability index (II), aliphatic index (AI), and grand average of hydropathicity (GRAVY) of WNK in Ac. gramineus and Ac. calamus. The online tool Cell-PLoc 2.0 (http://www.csbio.sjtu.edu.cn/bioinf/Cell-PLoc-2/, accessed on 13 September 2023) [38] was used to predict subcellular localization.

4.3. Phylogenetic Analysis of WNKs

To expand the dataset, WNK sequences from Arabidopsis, rice, and soybean were collected from various plant genome databases, including TAIR (http://www.arabidopsis.org/, accessed on 10 September 2023), NCBI (www.ncbi.nlm.nih.gov/, accessed on 12 September 2023), and Phytozome (http://www.phytozome.net/, accessed on 12 September 2023). A total of 62 WNK sequences were introduced into MEGA 7.0 [39]. Multiple sequence alignment was conducted using the Clustal W program and the maximum likelihood method implemented in MEGA 7.0, with 1000 bootstrap replications. The website of iTOL (https://itol.embl.de/, accessed on 15 September 2023) [40] was used to enhance the evolutionary tree.

4.4. Gene Structure and Conserved Motif Analysis

The conserved domains were obtained from NCBI-CDD (https://www.ncbi.nlm.nih.gov/Structure/cdd/wrpsb.cgi, accessed on 12 September 2023) and were subsequently visualized using TBtools software [21]. The online software MEME v5.5.5 (https://meme-suite.org/meme/doc/meme.html, accessed on 12 September 2023) [41] was used to analyze the conserved motifs of WNK, and the prediction number was set to ten. The TBtools v2.019 software was utilized to visualize the MEME results [21]. Based on the gff3 file, the gene structure was analyzed using the TBtools.

4.5. Chromosomal Localization and Synteny Analysis

The software TBtools v2.019 was used to extract the location information of the WNK from the genome file and gene annotation file of Ac. gramineus and Ac. calamus, and to construct the physical map of the WNKs on the chromosome. The One Step MCScanX plugin in TBtools was used to analyze the internal structure of the WNKs in Ac. gramineus and Ac. calamus.

4.6. Cis-Acting Regulatory Elements Analysis

The upstream 2000 base pair sequences of the promoter codon were obtained from the genomes of Ac. gramineus and Ac. calamus by using TBtools. The online software PlantCARE (http://bioinformatics.psb.ugent.be/webtools/plantcare/html/, accessed on 17 September 2023) [42] was used to analyze the cis-elements in the promoter region of the WNKs. The results of all cis-elements were visualized using TBtools [21].

4.7. Expression Pattern

The plant materials used in this study were obtained from Fujian Agriculture and Forestry University, Fuzhou, China, and the total RNA was extracted using a FastPure Plant Total RNA Isolation Kit (for polysaccharide- and polyphenol-rich tissues) (Vazyme Biotech Co., Ltd., Nanjing, China). Transcriptome sequencing and library construction were completed by Bgi Genomics Co., Ltd. (Shenzhen, China). Then, Bowtie2 2.2.9 was used to align clean reads from four tissues (flowers, roots, leaves, and stem) to the genome and to calculate the gene expression level via RSEM v1.2.8 [43] to obtain the fragments per kilobase of transcript per million fragments (FPKM) values. Finally, a heatmap representing the expression levels was generated using TBtools based on the FPKM values.

4.8. Treatment of Plant Materials

The plant materials used in this study were from Fujian Agriculture and Forestry University, Fuzhou, China. Nine pots of mature Ac. gramineus and Ac. calamus with the same growth conditions were selected and placed in an artificial climate culture room for one week (photoperiod: 16 h light/8 h dark, temperature period: 15 °C/25 °C) and divided them into three groups equally (group-A, group-B, and group-C). The plants of group-A were contrast samples; the plants of group-B were subjected to salt stress by irrigated with 200 mM NaCl solution in their roots (16 h light/8 h dark, 15 °C/25 °C), and the samples of leaves and roots were collected at 0 h, 24 h, 48 h, and 72 h after the initiation of the stress treatment; the plants of group-C were subjected to cold stress at a temperature of 4°C (16 h of light/8 h of darkness), and the samples of leaves and roots were collected at 0 h, 24 h, 48 h, and 72 h after the initiation of the stress treatment [16,17].

4.9. qRT-PCR Analysis

The FastPure Plant Total RNA Isolation Kit (for polysaccharide- and polyphenol-rich tissues) (Vazyme Biotech Co., Ltd., Nanjing, China) was employed for RNA extraction. The Reverse Transcript Kit PrimerScript® RT reagent Kit with gDNA Eraser (TaKaRa, Dalian, China) was used for reverse transcription to synthesize cDNA, which was subsequently diluted 10-fold and stored at −80 °C. Primers were designed using Primer Premier 5 software, and we selected Actin gene (Unigene12762) as the reference gene (Supplementary Table S4) [44]. TB Green® Premix Ex Taq™ II (Tli RnaseH Plus) was used for a qRT-PCR analysis on an ABI 7500 Real-Time System. The RT-qPCR conditions were 20 s at 95 °C in the holding stage, and then 40 cycles of 10 s at 95 °C and 30 s at 60 °C in the cycling stage. The relative expressions of the WNKs were calculated using the 2−ΔΔCT method [45]. Three independent replicates were performed for each treatment.

5. Conclusions

In the present study, we identified twenty-two members of WNK in Acorus (seven in Ac. gramineus and fifteen in Ac. calamus), and divided them into five clades based on their phylogenetic relationships. Members of the same clade had similar gene structures and conserved domains. All the WNKs harbored a large number of light response elements, plant hormone signaling elements, and stress resistance elements. In addition, expression profiling and qRT-PCR analysis indicated WNKs were involved in the regulation of abiotic stresses, especially AcWNK8, AcWNK12, AgWNK3, and AgWNK4. Our observations may further elucidate the significance of functional analysis of WNKs in Acorus and contribute towards unraveling their biological roles using a functional genomic approach.

Supplementary Materials

The following supporting information can be downloaded at: https://www.mdpi.com/article/10.3390/ijms242417594/s1.

Author Contributions

Conceptualization, J.Z. and Z.-J.L.; methodology, H.J. and Y.W.; investigation, H.J. and J.-L.M.; data curation, S.L. and R.G.; formal analysis, H.J. and S.D.; writing—original draft preparation, H.J.; writing—review and editing, X.Z. and J.Z. All authors have read and agreed to the published version of the manuscript.

Funding

This research was funded by the Forestry Peak Discipline Construction Project of Fujian Agriculture and Forestry University (72202200205) and the Construction and Management of the Research Center for the Conservation and Utilization of Orchid in Motuo County (KH230350A).

Institutional Review Board Statement

Not applicable.

Informed Consent Statement

Not applicable.

Data Availability Statement

Data are contained within the article and supplementary materials.

Conflicts of Interest

The authors declare no conflict of interest.

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Figure 1. Phylogenetic tree of WNKs based on the WNK protein sequences of Ac. gramineus, Ac. calamus, A. thaliana, O. sativa, and G. max.
Figure 1. Phylogenetic tree of WNKs based on the WNK protein sequences of Ac. gramineus, Ac. calamus, A. thaliana, O. sativa, and G. max.
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Figure 2. Phylogenetic relationships, motif, and structure of WNKs in Acorus. (A) Phylogenetic relationships among WNKs. (B) Distribution of conserved protein motifs of WNKs. (C) Predicted conserved protein domains of WNKs. (D) Exon-intron structures of WNKs.
Figure 2. Phylogenetic relationships, motif, and structure of WNKs in Acorus. (A) Phylogenetic relationships among WNKs. (B) Distribution of conserved protein motifs of WNKs. (C) Predicted conserved protein domains of WNKs. (D) Exon-intron structures of WNKs.
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Figure 3. Synteny analysis of the WNKs in the two Acorus species. (A) Synteny analysis of AgWNKs. (B) Synteny analysis of AcWNKs. Red lines represent segmental duplicated gene pairs.
Figure 3. Synteny analysis of the WNKs in the two Acorus species. (A) Synteny analysis of AgWNKs. (B) Synteny analysis of AcWNKs. Red lines represent segmental duplicated gene pairs.
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Figure 4. Cis-element analysis of WNK promoters in the Acorus species. (A) The cis-element of Ac. gramineus. (B) The cis-element of Ac. calamus.
Figure 4. Cis-element analysis of WNK promoters in the Acorus species. (A) The cis-element of Ac. gramineus. (B) The cis-element of Ac. calamus.
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Figure 5. Expression analysis of WNKs in different tissues. (A) Expression pattern of WNKs in Ac. gramineus. (B) Expression pattern of WNKs in Ac. calamus.
Figure 5. Expression analysis of WNKs in different tissues. (A) Expression pattern of WNKs in Ac. gramineus. (B) Expression pattern of WNKs in Ac. calamus.
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Figure 6. Real-time reverse transcription quantitative PCR (RT-qPCR) validation of eight WNKs under salt stress (A) and cold stress (B). X-axis represents processing time; Y-axis represents relative expression values (2−∆∆CT). Following analysis of variance, significant differences identified by Duncan’s test (p < 0.05), using SPSS v.25 are represented by different letters.
Figure 6. Real-time reverse transcription quantitative PCR (RT-qPCR) validation of eight WNKs under salt stress (A) and cold stress (B). X-axis represents processing time; Y-axis represents relative expression values (2−∆∆CT). Following analysis of variance, significant differences identified by Duncan’s test (p < 0.05), using SPSS v.25 are represented by different letters.
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Table 1. Characteristics of the WNKs from Ac. gramineus and Ac. calamus.
Table 1. Characteristics of the WNKs from Ac. gramineus and Ac. calamus.
NameGene IDAA 1
(aa)		Mw 2
(kDa)		pI 3II 4AI 5Gravy 6CDS 7
(bp)		Chromosome Location 8 Subcellular
Localization 9
AcWNK1KAK1320341.161870.125.7544.9168.61−0.721857Chr03: 12409169–12414188Nucleus
AcWNK2KAK1319451.148955.114.8738.0092.90−0.241470Chr04: 22866587–22873092Nucleus, Cytoplasmic
AcWNK3KAK1318008.122725.584.9637.0876.83−0.37684Chr05: 10903953–10905345Nucleus, Cytoplasmic
AcWNK4KAK1313845.170880.495.2951.5777.23−0.502127Chr06: 29489259–29492655Nucleus
AcWNK5KAK1311781.145551.478.1645.0775.03−0.551368Chr07: 21106937–21109926Chloroplast, Nucleus
AcWNK6KAK1311073.164272.284.6437.3386.09−0.221929Chr08: 22639927–22642439Nucleus
AcWNK7KAK1305712.154962.715.0242.9680.58−0.491650Chr10: 2507487–2511112Nucleus
AcWNK8KAK1307206.164572.894.8446.2883.12−0.441938Chr10: 6894758–6897759Nucleus
AcWNK9KAK1295166.163170.374.8838.7580.16−0.501896Chr16: 5502464–5509085Nucleus
AcWNK10KAK1292824.130734.775.7133.9476.81−0.48924Chr17: 27872713–27876323Nucleus, Cytoplasmic
AcWNK11KAK1290085.177286.285.0146.8981.74−0.512319Chr18: 8858348–8866086Nucleus
AcWNK12KAK1287662.170780.255.2151.5477.33−0.502124Chr19: 13748207–13751593Nucleus
AcWNK13KAK1286675.136741.827.746.0973.30−0.591104Chr20: 1424439–1427077Nucleus, Cytoplasmic, Chloroplast
AcWNK14KAK1285712.164572.834.8947.9782.51−0.4511938Chr20: 25344879–25347778Nucleus
AcWNK15KAK1284135.159367.315.545.0770.19−0.6241782Chr21: 25677797–25682792Nucleus
AgWNK1KAK1271499.141746.926.293388.8−0.3261254Chr05: 22931422–22936549Nucleus
AgWNK2KAK1271813.164072.856.3347.1671.92−0.661923Chr05: 29379837–29385258Nucleus
AgWNK3KAK1269333.130334.405.8835.2777.82−0.476912Chr06: 5286985–5289995Nucleus
AgWNK4KAK1266485.170880.465.2949.8176.68−0.5172127Chr07: 4327250–4330632Nucleus
AgWNK5KAK1264485.153660.805.6852.2876.04−0.5451611Chr08: 5773020–5776384Nucleus
AgWNK6KAK1264351.164272.004.5835.384.72−0.2221929Chr09: 3488510–3491022Nucleus
AgWNK7KAK1259211.158366.264.944.5481.05−0.4751752Chr12: 11253328–11256519Nucleus
1 AA, exhibits amino acid; 2 Mw, molecular weight; 3 pI, theoretical isoelectric point; 4 II, instability index; 5 AI, aliphatic index; 6 GRAVY, grand average of hydrophobicity; 7 CDS, Snapgene is used to calculate the CDS length of genes; 8 The location of the gene on the chromosome comes from the gff file; 9 subcellular localization predicted by Cell-PLoc [21].
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Ji, H.; Wu, Y.; Zhao, X.; Miao, J.-L.; Deng, S.; Li, S.; Gao, R.; Liu, Z.-J.; Zhai, J. Genome-Wide Identification and Expression Analysis of WNK Kinase Gene Family in Acorus. Int. J. Mol. Sci. 2023, 24, 17594. https://doi.org/10.3390/ijms242417594

AMA Style

Ji H, Wu Y, Zhao X, Miao J-L, Deng S, Li S, Gao R, Liu Z-J, Zhai J. Genome-Wide Identification and Expression Analysis of WNK Kinase Gene Family in Acorus. International Journal of Molecular Sciences. 2023; 24(24):17594. https://doi.org/10.3390/ijms242417594

Chicago/Turabian Style

Ji, Hongyu, You Wu, Xuewei Zhao, Jiang-Lin Miao, Shuwen Deng, Shixing Li, Rui Gao, Zhong-Jian Liu, and Junwen Zhai. 2023. "Genome-Wide Identification and Expression Analysis of WNK Kinase Gene Family in Acorus" International Journal of Molecular Sciences 24, no. 24: 17594. https://doi.org/10.3390/ijms242417594

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