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Article

Genome-Wide Identification, Classification, and Expression Analysis of the HD-Zip Transcription Factor Family in Apple (Malus domestica Borkh.)

by
Kai Liu
1,2,
Xiaolei Han
1,2,
Zhaolin Liang
1,2,
Jiadi Yan
1,2,
Peihua Cong
1,2 and
Caixia Zhang
1,2,*
1
Research Institute of Pomology, Chinese Academy of Agricultural Sciences, Xingcheng 125100, China
2
Key Laboratory of Biology and Genetic Improvement of Horticultural Crops, Xingcheng 125100, China
*
Author to whom correspondence should be addressed.
Int. J. Mol. Sci. 2022, 23(5), 2632; https://doi.org/10.3390/ijms23052632
Submission received: 23 January 2022 / Revised: 19 February 2022 / Accepted: 19 February 2022 / Published: 27 February 2022
(This article belongs to the Collection Recent Advances in Plant Molecular Science in China 2021)
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Abstract

:
Homeodomain-leucine zipper (HD-Zip) family genes are considered to play an important role in plant growth and stress tolerance. However, a genome-wide analysis of HD-Zip genes in apples (Malus domestica Borkh.) has not been performed. We detected 48 MdHDZ genes in the apple genome, and categorized them into three subfamilies on the basis of phylogenetic analysis. The chromosomal locations, gene/protein structures, and physiological and biochemical properties of these genes were analyzed. Synteny analysis revealed that segmental duplications were key in the expansion of the apple HD-Zip family. According to an analysis of cis-regulatory elements and tissue-specific expression patterns, MdHDZ genes may be widely involved in the regulation of apple growth and tolerance to environmental stresses. Furthermore, the transcript levels of apple HD-Zip I and II genes were up-regulated in response to fungal treatments. Expression of apple HD-Zip Ⅲ genes was enhanced during adventitious bud regeneration. This suggested possible roles of these genes in regulating the apple response to fungal infection, as well as adventitious bud regeneration. The current results may help us to better understand the evolution and function of apple HD-ZIP genes, and thus facilitate further research on plant resistance to fungal infection and in vitro regeneration.

1. Introduction

During environmental adaptation, plants produce a series of responses at the cell to physiological level, and these responses are usually regulated by transcription factors (TFs) [1]. Homeobox (HB) genes, related to various growth and development processes, as well as stress responses, are considered key for idioplasm melioration in crops [2]. Each HB gene encodes a conserved 61 amino acid sequence known as the homeodomain (HD), which is responsible for sequence-specific DNA binding. In plants, KNOTTED1, which was isolated from maize (Zea mays L.), was the first HD-containing protein. According to the sequence differences and location of their HD domains, homology of the flanking sequences, and other correlative domains, HD-containing proteins were classified into six families, including HD-Zip (homeodomain-leucine-zipper), KNOX (KNOTTED1-like homeobox), PHD-Finger (homeodomain-finger), Bell (bell domain), WOX (Wuschel-related homeobox), and ZF-HD (zinc finger-homeodomain) [3]. HD-Zip, containing the HD and additional leucine zipper (LZ) elements, is ubiquitous in plants [1]. In many species, HD-Zip genes are clustered into four subfamilies—HD-Zip I, HD-Zip II, HD-Zip III, and HD-Zip IV—according to gene structure and function [4]. HD-Zip I proteins have multiple functions, including the regulation of stress tolerance [5,6] and organ development [1]. HD-Zip II proteins are master regulators of hormone signaling [7] and light response [8]. HD-Zip III proteins are involved in embryogenesis [9], apical meristem development [10], and auxin polarity transport during plant development [11]. The HD-Zip IV group is mainly involved in trichome formation [12], anthocyanin accumulation [13], and epidermal cell differentiation [14].
The apple (Malus domestica Borkh.), including over 30 primary species, is a major fruit crop in temperate regions [15]. As a result of its popularity, global apple production is increasing steadily, now second only to the banana [16]. Alternaria blotch, a fungal plant disease caused by the Alternaria alternata apple pathotype (AAAP), has greatly damaged apple production [17,18]. Breeding pathogen-resistant apple varieties could be the safest and most effective method to control this disease. However, the ambiguous molecular mechanisms of the apple immune response to AAAP, along with a relatively long breeding cycle, have resulted in a lack of an immune cultivar. Although numerous studies have revealed the role of HD-Zip genes in mitigating stresses, most have focused on their responses to abiotic stress, whereas responses to biotic stress and resistance mechanisms were seldom investigated. For instance, HD-Zip I genes AtHB7 and AtHB12, involved in the regulation stomata closure, were strongly expressed after ABA treatment and drought [19]. Overexpression of the HD-Zip I gene Oshox22 significantly improved tolerance to long-term NaCl stress in rice [20]. With an improvement in photosynthetic performance under salt stress, the drought tolerance of MdHB-7 transgenic apple trees became significantly stronger than that of control plants [21]. Data available on the roles of HD-Zip proteins in pathogen defense are few; however, a functional study of several HD-Zip I and II subfamily members in dicotyledons showed that HD-Zip may play a role in the hormone-mediated regulation of biotic stress. Virus-induced CaHDZ27 silencing decreased the expression of pepper resistance genes, thus increasing the susceptibility of pepper to R. solanacearum infection [22]. GhHB12 inhibits the expression of resistance genes GhJAZ2 and GhPR3 by directly binding to their promoter regions, thereby making GhHB12 transgenic cotton more susceptible to Verticillium dahlia [23]. Moreover, many differentially expressed HD-Zip genes were detected in pear trees during an infection of Alternaria alternata [24].
Gene function analysis is a central pursuit in molecular biology [25]. Gene silencing and overexpression—the basic approaches used in this analysis—depend on genetic transformation. In vitro plant regeneration has remarkable potential for constructing a genetic transformation system, and is the basis of gene function analysis [26]. Agrobacterium-mediated transformation is commonly used to introduce novel genes into plants, and its genetic transformation efficiency is strongly related to plant regeneration abilities [27]. However, the very low genetic efficiency of apples severely hinders gene function analysis [28,29,30]. In apples, the study of the molecular mechanisms underlying regeneration is conducive to the improvement of adventitious bud regeneration from leaves in vitro, as well as the enhancement of genetic transformation efficiency. Many HD-Zip genes involved in plant regeneration have been identified. For instance, HD-Zip III can specifically bind to B-type ARRs to form a transcription complex to activate WUS and regulate adventitious shoot regeneration [31,32]. ATHB8 can respond to auxin signaling and regulate the differentiation of procambial and cambial cells [10]. AGO10 inhibits in vitro shoot regeneration via miR165/166 repression [33].
Based on previous studies, we predicted that apple HD-Zip genes may be involved in the response to AAAP infection and adventitious bud regeneration. HD-Zip family genes have been comprehensively analyzed in Arabidopsis [1,9,12,34], soybeans [35], citrus [36], cucumbers [37], potatoes [38], wheat [39], and other species [40,41]. However, little is known about this family of genes in the apple genome. To develop a better understanding of the roles of HD-Zip genes in apples, we conducted a genome-wide search for apple HD-Zip genes. A total of 48 full-length HD-Zip genes were identified in the apple genome. The physicochemical properties, gene structure, chromosome distribution, evolutionary relationship, and tissue-specific expression profiles of these genes were analyzed through the comprehensive bioinformatics method. Furthermore, the expression profiles of the apple HD-Zip genes in response to AAAP infection and adventitious bud regeneration were examined through RNA-Seq. The results showed that the expression of apple HD-Zip I and II genes were up-regulated under AAAP infection, while the expression of apple HD-Zip Ⅲ genes was enhanced during adventitious bud regeneration. We further confirmed these expression changes via a qRT-PCR experiment, and the results were consistent with the RNA-Seq data which indicated that apple HD-Zip genes play a key regulatory role in apples’ response to fungal infection and adventitious bud regeneration. These results provide insights for a more comprehensive understanding of the function of the HD-Zip gene family in apples.

2. Results

2.1. Identification of MdHDZ Genes

Using the HD-Zip gene sequence of Arabidopsis as a reference, BLASTP was applied to search for possible HD-Zip genes in the apple genome (GDDH13v1.1) [42]. Approximately 85 candidate genes were isolated. The presence of conserved HD and LZ domains were further verified by SMART and NCBI–CDD (Figure S1). In total, 48 HD-Zip genes were detected; this number is greater than that identified in Arabidopsis, rice, wheat, millet, and pepper, but lower than that identified in maize and soybean (Table S2). The 48 identified apple HD-Zip genes were named MdHDZ1 to MdHDZ48, on the basis of their positions on the chromosomes.
As illustrated in Table 1, the molecular weight of these 48 MdHDZs ranged from 18.34 kDa (MdHDZ32) to 93.08 kDa (MdHDZ24), and their lengths ranged from 154 (MdHDZ32) AAs to 852 (MdHDZ10) AAs. Moreover, the pI of these proteins ranged from 4.75 (MdHDZ15) to 9.52 (MdHDZ11).

2.2. Phylogenetic and Synteny Analyses of MdHDZ Genes

By constructing an unrooted phylogenetic tree, the evolutionary and phylogenetic relationships between 47 Arabidopsis HD-Zip proteins and 48 MdHDZs were analyzed. The apple HD-Zip proteins were further divided into three main subfamilies (I–III), with subfamily I having a maximum of 22 genes, and subfamily II having a minimum of eight genes (Figure 1a). This distribution is different from that of most species, in which HD-Zip proteins are divided into four groups. According to studies on the conserved domains of HD-Zip subfamily II proteins, these proteins generally have an N-terminal consensus sequence, along with the HD and LZ domains, in other species [43]. Here, only 7 of the 18 subfamily II members contained the N-terminal consensus sequence (Figure S1).
MdHDZ genes are distributed across all apple chromosomes; however, the distribution is not uniform (Figure 1). One gene is located on chromosomes 0, 3, 4, 5, 10, and 11; two on chromosome 12; three on chromosomes 1, 2, 6, 7, 9, 14, and 17; four on chromosomes 8 and 16; five on chromosome 15; and six on chromosome 13. A significantly higher number of genes is distributed at the proximal or distal ends of chromosomes than in the middle. Tandem and segmental duplication events were analyzed to investigate the evolutionary mechanism of MdHDZ family genes. Based on gene sequence homology, 10 MdHDZ genes (20.83%) formed five tandem duplication pairs, while 41 MdHDZ genes (85.42%) formed 44 segmental duplication pairs (Figure 1b and Table S3). Interestingly, most gene pairs with duplication events belonged to the same subfamily in the phylogenetic tree.

2.3. Gene Structure and Conserved Motif Analyses of MdHDZ Genes

The gene structure and conserved motif compositions of apple HD-Zip genes have been analyzed to determine their structural diversity. In addition, to better analyze the relationship among the gene structure, conserved motifs, and evolution, a NJ phylogenetic tree consistent with the results in Figure 2 was constructed (Figure 1). The results showed that members of the same subfamily had similar intron numbers and exon–intron structure, which further confirmed the results of apple HD-Zip classification. The average gene length in subfamily III was significantly greater than that in subfamilies I and II. The number of introns in subfamily I and II ranged from zero to four, while subfamily III possessed 18 exons (Figure 3b).
Conserved protein motifs are important in the study of evolution. Three conserved motifs were identified in the MdHDZ gene family, their lengths being 29, 41, and 23, respectively (Figure 3 and Figure S2). All MdHDZ proteins had all three motifs, which also showed that the corresponding genes of this category were conserved during evolution. In addition, members of the same subfamily had similar motif locations and distributions. The motif location of subfamily III genes differed from that of subfamily I and II genes, whose motifs were located at the 5′ end of the sequence.

2.4. Cis-Regulatory Element Analysis of MdHDZ Genes

To predict the transcription characteristics and gene function of MdHDZ genes, cis-regulatory elements were predicted using PlantCARE, based on the 2-kb promoter regions of the genes. Briefly, five hormone-related elements, namely MeJA, SA, GA, ABA, and IAA responsiveness, were identified. Moreover, eight and five putative cis-elements related to plant growth and stress, respectively, were detected. The most frequent cis-acting elements of subfamilies I, II, and III were ABA-responsive elements, MeJA-responsive elements, and elements essential for anaerobic induction, respectively (Figure 3).

2.5. Tissue-Specific Expression Pattern of MdHDZ Genes

For more insight into the potential function of MdHDZs, we screened, in silico, the expression levels of MdHDZ genes in 32 organs or tissues (Table S4) at different apple development stages in the GEO database. In general, the MdMDZ genes were constitutively expressed in almost all tested tissues. As shown in Figure 4, the expression patterns of MdHDZ genes could be divided into three major groups. Group B had a maximum of 24 genes, whose expression levels were significantly higher in the reproductive organs (flowers, fruits, and seeds) than in the vegetative organs (roots, stems, and leaves). Group C had a minimum of seven genes, whose expression levels were relatively high in vegetative and reproductive organs. Group A had 17 genes, whose expression levels were similar to, but generally lower than, those of group B genes. In brief, our results indicated that MdHDZs belonging to different subgroups may function in different processes of growth, development, and stress response.

2.6. Transcriptome Analysis of Apple Leaf Response to AAAP Infection

We analyzed the accumulation of ‘HanFu’ apple leaf transcripts over a 0–48 h period following AAAP inoculation using RNA sequencing (RNA-Seq). Each sequenced sample had 65.61–69.97 million raw reads (Table S5). After cleaning, 60.88–62.84 and 60.85–62.84 million clean reads belonged to the reference genome (Table S6(1)) and specific genes (Table S6(2)), respectively. In total, 78.49–83.15% unique reads were mapped to the reference genome and specific genes. A total of 42,015 gene expression levels in each sample were calculated. After AAAP infection, 46 MdHDZ genes were expressed in five stages (i.e., 0, 6, 18, 24, and 48 HPI). Approximately 21% of MdHDZ genes showed significant differences, and all belonged to subfamilies I and II (Figure 5a). To validate our RNA-Seq results, 14 MdHDZ genes that showed significant differences were selected for qRT-PCR. The qRT-PCR results of these genes in five samples were consistent with our RNA-Seq data (Figure 5b).
Furthermore, DEGs between the AAAP-infected and control samples were detected. A total of 10,156, 10,442, 10,413, and 12,791 DEGs were identified when 6 vs. 0, 18 vs. 0, 24 vs. 0, and 48 vs. 0 HPI libraries were compared, respectively (Figure 6a). Across all comparisons, 4217 DEGs were common, of which 2316 were upregulated and 1901 were downregulated (Figure 6b). These findings indicate that, as the disease progressed after AAAP infection, a great change was observed in the gene transcription levels of ‘HanFu’ apple leaves. According to the expression, we clustered DEGs with the same expression pattern into 12 clusters related to the five stages. Seven differentially expressed MdHDZ genes were placed in four clusters, namely MdHDZ22 in cluster 2; MdHDZ35 in cluster 3; MdHDZ2, MdHDZ4, MdHDZ16, and MdHDZ34 in cluster 8; and MdHDZ9 in cluster 11. In cluster 2, gene expression decreased rapidly at six HPI, and was maintained. Gene expression in cluster 5 was significantly upregulated at six HPI, and then down regulated at 18 HPI. In cluster 8, gene expression increased continuously at six HPI, while in cluster 11 it increased continuously at six HPI and was maintained (Figure 6c).
To predict the functions of MdHDZ genes in response to AAAP infection of apples, GO enrichment analysis of DEGs was performed in clusters 2, 3, 8, and 11. DEGs in cluster 2 were mainly enriched in sulfate reduction, protein import into the mitochondrial intermembrane, and response to carbon dioxide (Figure 7a). DEGs in cluster 3 were mostly involved in beta-amylase activity (Figure 7b). DEGs in cluster 8 were mainly enriched in NAD(P)H dehydrogenase activity and chitin binding (Figure 7c). DEGs in cluster 11 were mainly involved in chitin binding and cholestenol delta-isomerase activity (Figure 7d).

2.7. Expression Profiles of MdHDZ Genes in Adventitious Bud Regeneration from Apple Leaves In Vitro

To predict the role of MdHDZ genes in apple adventitious bud regeneration, we downloaded the transcriptome data of our previous study [44]. In that study, we had constructed four RNA libraries using leaves that were 3, 7, 14, and 21 d post inoculation (DPI), in regeneration medium. In addition, we used untreated leaves as a control (0 DPI). Transcriptome analyses were performed on all five RNA libraries through RNA-Seq. Expression levels of 45117 genes were calculated using the FPKM method. Moreover, gene expression of the experimental and control samples was compared (3 vs. 0 DPI, 7 vs. 0 DPI, 14 vs. 0 DPI, 21 vs. 0 DPI).
During apple adventitious bud regeneration, 46 MdHDZ genes were expressed in five stages, and eight MdHDZ genes were identified as DEGs (fold change ≥ 2; adjusted p ≤ 0.001) in all four comparisons (Figure 8a). To validate our RNA-Seq results, all differentially expressed MdHDZ genes were selected for qRT-PCR in the current study. The qRT-PCR results of these MdHDZ genes, in five samples, were consistent with the RNA-Seq data (Figure 8b).

3. Discussion

Plant-specific HD-Zip TFs are considered vital for the regulation of plant growth and tolerance of environmental stresses [1,9,12,34]. Thus far, systematic identification of HD-Zip family genes has been pursued in multiple species [24,35,37,38,39,40]. However, a genome-wide analysis of this family in apples has not been conducted. In the present study, we detected 48 MdHDZ genes in the apple genome through the synthetic bioinformatics method. The physicochemical properties, gene structure, chromosome distribution, evolutionary relationship, tissue-specific expression level, and expression patterns under AAAP infection and during the regeneration of apple leaves were analyzed in vitro. Our results provide valuable information for the further functional identification of MdHDZ genes.
The HD-Zip gene family is expanded (48 MdHDZs) in apples compared with that of many species, such as Arabidopsis (47 AtHDZs), rice (33 OsHDZs), and potatoes (43 StHDZs). Gene replication, and especially fragment replication, has a significant role in gene family expansion and plant adaptation to environmental changes [45,46]. Roughly 85.42% of HD-Zip genes were distributed in duplicated blocks, indicating that fragment duplication is one of the main drivers promoting the expansion of the apple HD-Zip gene family. A study demonstrated that chromosome pairs 3 and 11, 9 and 17, and 13 and 16 in apple mainly come from common ancestors [42]. In our analysis, most genes on these chromosomes were located almost in the same position on each corresponding chromosome, which indicated that the chromosomal distribution of genes occurred along with the evolution of apples.
HD-Zip proteins from plants are generally classified into four subfamilies: HD-Zip I, HD-Zip II, HD-Zip III, and HD-Zip IV, in most species [35,37]. Phylogenetic analysis and sequence alignment showed that the MdHDZ genes were divided into three subfamilies, which is the same as in citrus plants [36]. The Arabidopsis subfamily IV genes are separate, without a homolog in apple and citrus plants, implying a lineage-specific gene loss in these two species. HD-Zip I members in Arabidopsis have more diverse compositions than HD-Zip II and III members, as they may be evolutionarily more ancient than HD-Zip II and III members, which allows more time for gene duplication and rearrangement [1,47]. In apples, HD-Zip I is also the most abundant subfamily, which is consistent with previous reports.
The structural characteristics of multiple gene families can reflect their evolutionary trends [48], while the conserved motifs can reflect their protein-specific functions [49]. Here, we found that the gene structure and motif arrangement of MdHDZs in the same subfamily are similar, which indicates that the functions of genes in different MDHDZ subfamilies gradually change during evolution, thereby helping organisms adapt to environmental changes. In terms of gene structure and conserved domains, HD-Zip I and II genes are similar, but quite different from HD-Zip III genes. Studies on the function of HD-Zip I and II genes in Arabidopsis have shown that some members of these subfamilies have the same target genes, and play similar regulatory roles in response to pathogen infection [50,51]. Therefore, the functions of HD-Zip I and II genes in apples may be somewhat similar. The gene expression profile is a crucial clue for predicting possible gene functions [52]. No system data on the tissue-specific expression of apple HD-Zip genes are available. In the current study, MdHDZ genes were constitutively expressed in almost all tested tissues, and displayed three major expression patterns, suggesting their functional diversification during apple growth and tolerance to environmental stresses. In addition, many duplicate gene pairs (e.g., MdHDZ7 and MdHDZ14) were divided into different groups according to tissue-specific expression patterns. This phenomenon may have resulted from the subfunctionalization that may occur between gene pairs.
To date, the functions of many HD-Zip genes have been clearly identified in model plants, and members of the same subfamily have similar functions [35,37]. Recent studies have demonstrated that HD-Zip I and II are key regulators of some biotic stresses [5,53,54]. MdHDZ gene expression after AAAP infection was explored through RNA-Seq and qRT-PCR. Many MdHDZ genes, especially HD-Zip I and II genes, were induced in responses, indicating that these genes play a role in the response to fungal infection. Subfamily I genes were strongly induced, and shared high homology with AtHB13 and HAHB4. AtHB13 overexpression triggered the transcript level of many stress-specific TFs, thus making Arabidopsis more resistant to powdery mildew fungi [5]. Heterologous HAHB4 expression in Arabidopsis induces extensive JA synthesis, which can activate the expression of resistance-related genes such as TPI [55]. The potato HD-ZIP II genes StHOX28 and StHOX30 are rapidly induced under Phytophthora infestans stress [38]. Heterologous expression of the capsicum gene CaHB1, in tomatoes, enhanced resistance to P. capsici by activating SlPR1, SlGluA, SlChi3, and SlPR23 expression [56]. MdHDZ9, MdHDZ34, and MdHDZ35 have high homology with HD-Zip II genes of these species, and were instead strongly induced with AAAP infection. Furthermore, many hormone-related elements, such as JA, were found in the promoter region of these apple HD-Zip genes. These results indicate that these MdHDZ genes may be crucial in apple responses to AAAP infection.
Studies have confirmed that most class III genes are responsible for sustaining the shoot apical meristem [9,10]. Recent studies have demonstrated that class III genes play a vital regulatory role in plant regeneration. For example, Arabidopsis HD-Zip III can specifically bind to B-type ARRs to form a transcription complex that activates WUS, a key factor regulating bud regeneration [32]. MxHB13 overexpression can make M. xiaojinensis break through age and hormone restrictions and significantly improve adventitious rooting ability [57]. However, the potential regulatory roles of HD-Zip genes in adventitious bud regeneration in apples remain unknown; this information would be beneficial for the production of transgenic apples. Therefore, we monitored the expression patterns of MdHDZ genes in adventitious bud regeneration from apple leaves. The transcriptional levels of most apple HD-Zip III genes significantly increased, indicating that MdHDZ III genes might be involved in the regulation of adventitious bud regeneration.

4. Materials and Methods

4.1. Identification of HD-Zip Genes in The Apple Genome

Arabidopsis HD-Zip amino acid sequences were retrieved from TAIR (http://www.arabidopsis.org, accessed on 2 November 2021). This information was employed as a reference to blast [58] apple HD-Zip proteins in the GDR (https://www.rosaceae.org/, accessed on 2 November 2021) and Phytozome2 databases (https://phytozome.jgi.doe.gov/pz/portal.html, accessed on 2 November 2021). All HD-Zip sequences with an e-value of < 1 × 10−10 were retained. Furthermore, the tentative HD-Zip sequences were submitted to SMART (http://smart.embl.de/, accessed on 2 November 2021) and NCBI–CDD (https://www.ncbi.nlm.nih.gov/cdd, accessed on 2 November 2021) to confirm the presence of HD and LZ domains. The size, molecular weights, and isoelectric points of apple HD-Zip proteins were predicted using the Expasy ProtParam tool (https://web.expasy.org/protparam/, accessed on 2 November 2021).

4.2. Phylogenetic and Synteny Analyses

Using the neighbor-joining (NJ) method with MEGA-7 software [59], an unrooted phylogenetic tree was constructed on the basis of the result of alignments of full-length amino acid sequences of HD-Zip proteins of Arabidopsis and apples. The full-length amino acid sequence alignments were performed using the Clustal W program [60]. Bootstrap values were calculated with 1000 replicates. The gene duplication landscape was obtained for synteny analysis using MCScanX [61]. The GDR website was used to locate and assign chromosomes, and chromosome location and synteny relationship were displayed using TBtools [62].

4.3. Gene Structure and Conserved Motif Analysis

The exon–intron structure of 48 MdHDZ genes was analyzed using GSDS (http://gsds.cbi.pku.edu.cn/, accessed on 4 November 2021), and data were visualized using Tbtools. The conserved motifs of 48 MdHDZ genes were analyzed using MEME (https://meme-suite.org/meme/tools/meme, accessed on 4 November 2021), with the maximum number of motifs set to three and the optimum width of the motifs ranging from 6 to 200 [47].

4.4. Promoter Analysis

The 2-kb sequences upstream of individual MdHDZ genes, defined as promoter sequences, were extracted from the GDR database using TBtools. Cis-acting elements were analyzed referring to PlantCARE (http://bioinformatics.psb.ugent.be/webtools/plantcare/html/, accessed on 4 November 2021) and visualized using TBtools.

4.5. Tissue-Specific Expression Pattern Analysis

Tissue-specific expression data of MdHDZ genes were originally downloaded from the NCBI GEO database (https://www.ncbi.nlm.nih.gov/geo/, accessed on 5 November 2021) under the accession number GSE42873. The selected gene expression data covered all the major organ systems of the apple (i.e., flowers, fruits, seeds, roots, stems, and leaves). The FPKM values of all genes in the database have been quality controlled. TBtools software was used to transform normalized log2 values and generate the heat map.

4.6. Plant Materials and Fungus Inoculation Method

Six-year-old apple (Malus domestica cv ‘Hanfu’) plants, grown at the National Germplasm Repository of Apple (Xingcheng, China (40°37′ N, 120°44′ E)), were used in this study. Pathogenic AAAP strains were provided by JunXiang Zhang (Institute of Pomology, Chinese Academy of Agricultural Sciences) and grown on potato dextrose agar medium for 8 d at 23 °C. Apple leaves (length: 4–6 cm) were collected. The spores for inoculation were suspended in deionized water at 3 × 105 colony forming units (CFU)/mL. In each treatment, four symmetrical points on each leaf were injected with a 2 × 105 CFU/mL spore suspension of AAAP; the control group was inoculated with sterile water instead of spore suspension at the same time. The treated leaves were then returned to the culture dishes and maintained at 23 °C under a 16-h light/8-h dark cycle. Next, the samples were retrieved at 0, 6, 18, 24, and 48 h post inoculation (HPI); each timepoint represented an infection stage, with three replicates. All samples were flash-frozen in liquid nitrogen and immediately stored at −80 °C for RNA extraction.

4.7. RNA Sequencing and Data Analysis

Total RNA of the samples was extracted using the plant RNA kit (Huayueyang Biotechnology), and then sent to BGI, Shenzhen, China for next-generation sequencing using the BGIseq500 platform. Raw reads were obtained from the sequencing data after base recognition analysis, and clean reads were obtained after filtering out the low-quality reads with > 10% N and contaminated joints. The clean data were compared to the reference genome and gene sequence using the comparison software program HISAT [63] and Bowtie2 [64]. The genome of the ‘Golden Delicious’ apple (GDDH13) and related gene annotations were downloaded from the GDR database. Gene expression levels were calculated on Rsem [65] using the FPKM method, whereas differentially expressed genes (DEGs) were identified using the DEGseq package [66] based on the following criteria: fold change ≥ 2 and a Q-value of ≤ 0.001 (adjusted p ≤ 0.001). The raw sequences were deposited in the Sequence ReadArchive database (accession number: PRJNA758843; https://www.ncbi.nlm.nih.gov/sra, accessed on 2 November 2021). The GO enrichment analysis of annotated DEGs was performed using Phyper (https://en.wikipedia.org/wiki/Hypergeometric_distribution, accessed on 2 November 2021) based on the hypergeometric test. Q ≤ 0.05 was used to correct significance levels.

4.8. qRT-PCR Validation

Gene-specific qRT-PCR primers were designed using the online Primer-Blast software (Table S1, https://www.ncbi.nlm.nih.gov/tools/primerblast, accessed on 2 November 2021). cDNA synthesis was completed through the PrimeScript™ RT Master Mix (Perfect Real Time) (TaKaRa). TB Green Premix DimerEraser (TaKaRa) was used as the labeling agent. MdActin was used as the internal reference gene [67]. These reactions were performed on a CFX96TM Real-Time System (Bio-Rad Laboratories, Xingcheng, China); the reaction mixture (25 µL) contained 12.5 μL of TB Green Premix DimerEraser, 7.5 mM of forward and reverse primers, and 2 µL of template cDNA. The PCR program was as follows: 95 °C for 1 min, followed by 40 cycles of 95 °C for 5 s, 58 °C for 30 s, and finally 72 °C for 30 s. The 2−ΔΔ method [68] was used to calculate the relative expression levels of the selected genes. Student t-test was performed by Graphpad Prism 7 (https://www.graphpad.com/scientific-software/prism, accessed on 2 November 2021). All error bars were standard deviations (SD) from three biological replicates.

5. Conclusions

Genome-wide analysis of the HD-Zip family in apples revealed 48 full-length HD-Zip genes in the apple genome. These MdHDZ genes were classified into three subfamilies through phylogenetic analysis, with homologs from Arabidopsis. Synteny analysis revealed that segmental and tandem duplications contributed to HD-Zip family expansion in the apple genome. In terms of gene structure and conserved motif, this gene category exhibited extreme divergence among different subfamilies during the evolutionary process. Analysis of cis-regulatory elements and tissue-specific expression patterns indicated that MdHDZs may play a role in different aspects of apple growth and tolerance to environmental stresses. Moreover, MdHDZ gene expression was analyzed in leaves in response to AAAP infection and adventitious bud regeneration from leaves, indicating that the function of these genes is different among different subfamilies. HD-Zip I and II may play a key role in the response to AAAP infection, while HD-Zip Ⅲ is likely involved in adventitious bud regeneration from apple leaves in vitro. These results contribute to a more comprehensive understanding of the function of HD-ZIP family genes in apples.

Supplementary Materials

The following supporting information can be downloaded at https://www.mdpi.com/article/10.3390/ijms23052632/s1.

Author Contributions

Conceptualization, K.L., X.H. and C.Z.; methodology, K.L., X.H. and C.Z.; software, K.L.; validation, K.L., X.H. and Z.L.; formal analysis, K.L., X.H. and J.Y.; investigation, K.L. and X.H.; resources, K.L. and C.Z.; data curation, K.L.; writing—original draft preparation, K.L.; writing—review and editing, K.L.; visualization, K.L.; supervision, P.C. and C.Z.; project administration, C.Z.; funding acquisition, X.H. and C.Z. All authors have read and agreed to the published version of the manuscript.

Funding

This research was funded by the earmarked fund for the Supported by China Agriculture Research System of MOF and MARA (No. CARS-27); Agricultural Science and Technology Innovation Program (No. CAAS-ASTIP-2016-RIP-02).

Informed Consent Statement

Not applicable.

Data Availability Statement

The raw sequences of RNA-Seq were deposited in the SRA database in NCBI (accession number: PRJNA758843).

Acknowledgments

Special thanks to Junxiang Zhang (Plant Protection Center of Institute of Pomology, Chinese Academy of Agricultural Sciences) for providing AAAP.

Conflicts of Interest

The authors have no conflict of interest to declare in relationship to this article.

References

  1. Eva Henriksson, A.S.B.O. Homeodomain Leucine Zipper Class I Genes in Arabidopsis. Expression Patterns and Phylogenetic Relationships. Plant Physiol. 2005, 139, 509–518. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  2. Long, J.A.; Medford, J.I.; Barton, M.K.; Moan, E.I. A member of the KNOTTED class of homeodomain proteins encoded by the STM gene of Arabidopsis. Nature 1996, 379, 66–69. [Google Scholar] [CrossRef] [PubMed]
  3. Chan, R.L.; Gago, G.M.; Palena, C.M.; Gonzalez, D.H. Homeoboxes in plant development. Biochim. Biophys. Acta (BBA)—Gene Struct. Expr. 1998, 1442, 1–19. [Google Scholar] [CrossRef]
  4. Ariel, F.D.; Manavella, P.A.; Dezar, C.A.; Chan, R.L. The true story of the HD-Zip family. Trends Plant Sci. 2007, 12, 419–426. [Google Scholar] [CrossRef] [PubMed]
  5. Gao, D.; Appiano, M.; Huibers, R.P.; Chen, X.; Bai, Y. Activation tagging of ATHB13 in Arabidopsis thaliana confers broad-spectrum disease resistance. Plant Mol. Biol. 2014, 86, 641–653. [Google Scholar] [CrossRef]
  6. Romani, F.; Ribone, P.A.; Capella, M.; Miguel, V.N.; Chan, R.L. A matter of quantity: Common features in the drought response of transgenic plants overexpressing HD-Zip I transcription factors. Plant Sci. 2016, 139–154. [Google Scholar] [CrossRef]
  7. Sur2 mutations of Arabidopsis thaliana define a new locus involved in the control of auxin homeostasis. Plant J. 2010, 14, 603–611.
  8. Rueda, E.C. Hahb-10, a sunflower homeobox-leucine zipper gene, is regulated by light quality and quantity, and promotes early flowering when expressed in Arabidopsis. Plant Cell Physiol. 2005, 46, 1954–1963. [Google Scholar] [CrossRef]
  9. Prigge, M.J. Class III Homeodomain-Leucine Zipper Gene Family Members Have Overlapping, Antagonistic, and Distinct Roles in Arabidopsis Development. Plant Cell Online 2005, 17, 61–76. [Google Scholar] [CrossRef] [Green Version]
  10. Baima, S. The Arabidopsis ATHB-8 HD-Zip Protein Acts as a Differentiation-Promoting Transcription Factor of the Vascular Meristems. Plant Physiol. 2001, 126, 643–655. [Google Scholar] [CrossRef] [Green Version]
  11. Mattsson, J.; Ckurshumova, W.; Berleth, T. Auxin Signaling in Arabidopsis Leaf Vascular Development. Plant Physiol. 2003, 131, 1327–1339. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  12. Nakamura, M.; Katsumata, H.; Abe, M.; Yabe, N.; Kome Da, Y.; Yamamoto, K.T.; Takahashi, T. Characterization of the class IV homeodomain-Leucine Zipper gene family in Arabidopsis. Plant Physiol. 2006, 141, 1363–1375. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  13. Wang, Z.; Wang, S.; Xiao, Y.; Li, Z.; Yang, J. Functional characterization of a HD-ZIP IV transcription factor NtHDG2 in regulating flavonols biosynthesis in Nicotiana tabacum. Plant Physiol. Bioch. 2019, 146, 259–268. [Google Scholar] [CrossRef] [PubMed]
  14. Wei, Q.; Kuai, B.; Hu, P.; Ding, Y. Ectopic-overexpression of an HD-Zip IV transcription factor from Ammopiptanthus mongolicus (Leguminosae) promoted upward leaf curvature and non-dehiscent anthers in Arabidopsis thaliana. Plant Cell Tissue Organ Cult. 2012, 110, 299–306. [Google Scholar] [CrossRef]
  15. Oshima, R.; Dagallier, B.; Kearns, P.W.E. OECD Consensus Document on the Biology of Apple (Malus domestica Borkh.). Ser. Harmon. Regul. Overs. Biotechnol. 2019, 23, 1015–1023. [Google Scholar]
  16. Chen, Z.; Yu, L.; Liu, W.; Zhang, J.; Chen, X. Research Progress of Fruit Color Development in Apple (Malus domestica Borkh.). Plant Physiol. Bioch 2021, 162, 267–279. [Google Scholar] [CrossRef]
  17. Zhang, Q.; Ma, C.; Zhang, Y.; Gu, Z.; Li, T. CORRECTION: A Single-Nucleotide Polymorphism in the Promoter of a Hairpin RNA Contributes to Alternaria alternata Leaf Spot Resistance in Apple (Malus × domestica). Plant Cell 2019, 30, 1924–1942. [Google Scholar] [CrossRef] [Green Version]
  18. Zhu, L.; Ni, W.; Liu, S.; Cai, B.; Han, X.; Wang, S. Transcriptomics Analysis of Apple Leaves in Response to Alternaria alternata Apple Pathotype Infection. Front. Plant Sci. 2017, 8, 22. [Google Scholar] [CrossRef] [Green Version]
  19. Valdés, A.E.; Verns, E.; Johansson, H.; Rada-Iglesias, A.; Engstrm, P. The homeodomain-leucine zipper (HD-Zip) class I transcription factors ATHB7 and ATHB12 modulate abscisic acid signalling by regulating protein phosphatase 2C and abscisic acid receptor gene activities. Plant Mol. Biol. 2012, 80, 405–418. [Google Scholar] [CrossRef]
  20. Zhang, S.; Haider, I.; Kohlen, W.; Li, J.; Ouwerkerk, P. Function of the HD-Zip I gene OsHOX22 in ABA-mediated drought and salt tolerances in rice. Plant Mol. Biol. 2012, 80, 571–585. [Google Scholar] [CrossRef]
  21. Zhao, S.; Gao, H.; Jia, X.; Li, X.; Ma, F. The γ-clade HD-Zip I transcription factor MdHB-7 regulates salt tolerance in transgenic apple (Malus domestica). Plant Soil 2021, 172, 1452–1464. [Google Scholar] [CrossRef]
  22. Mou, S.; Liu, Z.; Gao, F.; Yang, S.; Su, M.; Shen, L.; Wu, Y.; He, S. CaHDZ27, a Homeodomain-Leucine Zipper I (HD-Zip I) Protein, Positively Regulates the Resistance to Ralstonia solanacearum Infection in Pepper. Mol. Plant Microbe Interact. 2017, 30, 960–973. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  23. Xin, H.; Luo, X.; Wang, T.; Liu, S.; Zhu, L. GhHB12 negatively regulates abiotic stress tolerance in Arabidopsis and cotton. Environ. Exp. Bot. 2020, 176, 104087. [Google Scholar]
  24. Wang; Hong; Li; Xiao; Gang; Lin; Jing; Chang; Youhong, Genome-wide identification of pear HD-Zip gene family and expression patterns under stress induced by drought, salinity, and pathogen. Acta Physiol. Plant 2015, 37, 189. [CrossRef] [Green Version]
  25. Lin, X.; Kaul, S.; Rounsley, S.; Shea, T.P.; Benito, M.I.; Town, C.D.; Fujii, C.Y.; Mason, T.; Bowman, C.L.; Barnstead, M. Sequence and analysis of chromosome 2 of the plant. Nature 1999, 402, 762–768. [Google Scholar] [CrossRef] [PubMed]
  26. Simon, J.A.; Kingston, R.E. Mechanisms of polycomb gene silencing: Knowns and unknowns. Nat. Rev. Mol. Cell Biol. 2009, 10, 697. [Google Scholar] [CrossRef]
  27. Clough, S.J.; Bent, A.F. Floral dip: A simplified method for Agrobacterium-mediated transformation of Arabidopsis thaliana. Plant J. 2010, 16, 735–743. [Google Scholar] [CrossRef] [Green Version]
  28. James, D.J.; Passey, A.J.; Barbara, D.J.; Bevan, M.W. Genetic transformation of apple (Malus pumila Mill.) using a disarmed Ti-binary vector. Plant Cell Rep. 1989, 7, 658–661. [Google Scholar]
  29. Zhang, Z.; Jing, S.; Wang, G.; Fang, H. Genetic Transformation of the Commercial Apple Cultivar New Jonagold and Regeneration of Its Transgenic Plants. Acta Hortic. Sin. 1997, 24, 378–380. [Google Scholar]
  30. Seong, E.S.; Song, K.J.; Jegal, S.; Chang, Y.Y.; Chung, I.M. Silver nitrate and aminoethoxyvinylglycine affect Agrobacterium-mediated apple transformation. Plant Growth Regul. 2005, 45, 75–82. [Google Scholar] [CrossRef]
  31. Mayer, K.F.; Schoof, H.; Haecker, A.; Lenhard, M.; Jürgens, G.; Laux, T. Role of WUSCHEL in regulating stem cell fate in the Arabidopsis shoot meristem. Cell 1998, 95, 805. [Google Scholar] [CrossRef] [Green Version]
  32. Zhang, T.Q.; Lian, H.; Zhou, C.M.; Xu, L.; Jiao, Y.; Wang, J.W. A Two-Step Model for de novo Activation of WUSCHEL during Plant Shoot Regeneration. Plant Cell 2017, 1073, 1073–1087. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  33. Roodbarkelari, F.; Du, F.; Truernit, E.; Laux, T. ZLL/AGO10 maintains shoot meristem stem cells during Arabidopsis embryogenesis by down-regulating ARF2-mediated auxin response. BMC Biol. 2015, 13, 74. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  34. Ciarbelli, A.R.; Ciolfi, A.; Salvucci, S.; Ruzza, V.; Possenti, M.; Carabelli, M.; Fruscalzo, A.; Sessa, G.; Morelli, G.; Ruberti, I. The Arabidopsis Homeodomain-leucine Zipper II gene family: Diversity and redundancy. Plant Mol. Biol. 2008, 68, 465–478. [Google Scholar] [CrossRef] [PubMed]
  35. Chen, X.; Chen, Z.; Zhao, H.; Zhao, Y.; Cheng, B.; Xiang, Y. Genome-wide analysis of soybean HD-Zip gene family and expression profiling under salinity and drought treatments. PLoS ONE 2014, 9, e87156. [Google Scholar]
  36. Ge, X.X.; Liu, Z.; Wu, X.M.; Chai, L.J.; Guo, W.W. Genome-wide identification, classification and analysis of HD-ZIP gene family in citrus, and its potential roles in somatic embryogenesis regulation. Gene 2015, 574, 61–68. [Google Scholar] [CrossRef]
  37. Sharif, R.; Xie, C.; Wang, J.; Cao, Z.; Zhang, H.; Chen, P.; Yuhong, L. Genome wide identification, characterization and expression analysis of HD-ZIP gene family in Cucumis sativus L. under biotic and various abiotic stresses. Int. J. Biol. Macromol. 2020, 158, 502–520. [Google Scholar] [CrossRef]
  38. Li, W.; Dong, J.; Cao, M.; Gao, X.; Wang, D.; Liu, B.; Chen, Q. Genome-wide identification and characterization of HD-ZIP genes in potato. Gene 2019, 697, 103–117. [Google Scholar] [CrossRef]
  39. Yue, H.; Shu, D.; Wang, M.; Xing, G.; Zhan, H.; Du, X.; Song, W.; Nie, X. Genome-Wide Identification and Expression Analysis of the HD-Zip Gene Family in Wheat (Triticum aestivum L.). Genes 2018, 9, 70. [Google Scholar] [CrossRef] [Green Version]
  40. Li, Z.; Gao, Z.; Li, R.; Xu, Y.; Kong, Y.; Zhou, G.; Meng, C.; Hu, R. Genome-wide identification and expression profiling of HD-ZIP gene family in Medicago truncatula. Genomics 2020, 112, 3624–3635. [Google Scholar] [CrossRef]
  41. Li, Z.; Zhang, C.; Guo, Y.; Niu, W.; Wang, Y.; Xu, Y. Evolution and expression analysis reveal the potential role of the HD-Zip gene family in regulation of embryo abortion in grapes (Vitis vinifera L.). Bmc Genom. 2017, 18, 744. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  42. Velasco, R.; Zharkikh, A.; Affourtit, J.; Dhingra, A.; Pruss, D. The genome of the domesticated apple (Malus [times] domestica Borkh.). Nat Genet 2010, 42, 833–839. [Google Scholar] [CrossRef] [PubMed]
  43. Turchi, L.; Carabelli, M.; Ruzza, V.; Possenti, M.; Sassi, M.; Penalosa, A.; Sessa, G.; Salvi, S.; Forte, V.; Morelli, G. Arabidopsis HD-Zip II transcription factors control apical embryo development and meristem function. Development 2013, 140, 2118–2129. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  44. Kai, L.; ShanShan, H.; CaiXia, Z.; LiYi, Z.; ShuXun, B.; GaoPeng, Y.; WuXing, L.; LiQun, K.; PeiHua, C.; XiaoLei, H. Identification and analysis of differentially expressed genes in adventitious shoot regeneration in leaves of apple. Sci. Agric. Sin. 2021, 54, 3488–3501. [Google Scholar]
  45. Long, M. Gene Duplication and Evolution. Science 2001, 293, 1551. [Google Scholar] [CrossRef] [Green Version]
  46. Meyers, B.C.; Kozik, A.; Griego, A.; Kuang, H.; Michelmore, R.W. Genome-wide analysis of NBS-LRR-encoding genes in Arabidopsis. Plant Cell Online 2003, 15, 809–834. [Google Scholar] [CrossRef] [Green Version]
  47. Capella, M.; Ribone, P.A.; Arce, A.L.; Chan, R.L. Arabidopsis thaliana HomeoBox 1 (AtHB1), a Homedomain-Leucine Zipper I (HD-Zip I) transcription factor, is regulated by Phytochrome-Interacting Factor 1 to promote hypocotyl elongation. New Phytol. 2015, 207, 669–682. [Google Scholar] [CrossRef]
  48. Haas, B.J.; Salzberg, S.L.; Wei, Z.; Pertea, M. Automated eukaryotic gene structure annotation using EVidenceModeler and the Program to Assemble Spliced Alignments. Genome Biol. 2008, 9, R7. [Google Scholar] [CrossRef] [Green Version]
  49. Lai, E.C.; Burks, C.; Posakony, J.W. The K box, a conserved 3′ UTR sequence motif, negatively regulates accumulation of enhancer of split complex transcripts. Development 1998, 125, 4077–4088. [Google Scholar] [CrossRef]
  50. Harris, J.C.; Hrmova, M.; Lopato, S.; Langridge, P. Modulation of plant growth by HD-Zip class I and II transcription factors in response to environmental stimuli. New Phytol. 2011, 190, 823–837. [Google Scholar] [CrossRef]
  51. Agalou, A.; Purwantomo, S.; Overnas, E.; Johannesson, H.; Zhu, X.; Estiati, A.; de Kam, R.J.; Engstrom, P.; Slamet-Loedin, I.H.; Zhu, Z.; et al. A genome-wide survey of HD-Zip genes in rice and analysis of drought-responsive family members. Plant Mol. Biol. 2008, 66, 87–103. [Google Scholar] [CrossRef]
  52. Samarskiĭ, A. Claverie JM: The significance of digital gene expression profiles. Genome Res. Dokl. Akad. Nauk. Sssr. 1997, 631–634. [Google Scholar]
  53. Ebrahimian-Motlagh, S.; Ribone, P.A.; Thirumalaikumar, V.P.; Allu, A.D.; Chan, R.L.; Mueller-Roeber, B.; Balazadeh, S. JUNGBRUNNEN1 Confers Drought Tolerance Downstream of the HD-Zip I Transcription Factor AtHB13. Front. Plant Sci. 2017, 8, 2118. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  54. Cabello, J.V.; Giacomelli, J.I.; Piattoni, C.V.; Iglesias, A.A.; Chan, R.L. The sunflower transcription factor HaHB11 improves yield, biomass and tolerance to flooding in transgenic Arabidopsis plants. J. Biotechnol. 2016, 222, 73–83. [Google Scholar] [CrossRef]
  55. Manavella, P.A.; Dezar, C.A.; Bonaventure, G.; Baldwin, I.T.; Chan, R.L. HAHB4, a sunflower HD-Zip protein, integrates signals from the jasmonic acid and ethylene pathways during wounding and biotic stress responses. Plant J. Cell Mol. Biol. 2010, 56, 376–388. [Google Scholar] [CrossRef] [PubMed]
  56. Oh, S.K.; Yoon, J.; Choi, G.J.; Jang, H.A.; Kwon, S.Y.; Choi, D. Capsicum annuum homeobox 1 (CaHB1) is a nuclear factor that has roles in plant development, salt tolerance, and pathogen defense. Biochem. Biophys. Res. Commun. 2013, 442, 116–121. [Google Scholar] [CrossRef] [PubMed]
  57. Li, X.; Shen, F.; Xu, X.; Zheng, Q.; Wang, Y.; Wu, T.; Li, W.; Qiu, C.; Xu, X.; Han, Z.; et al. An HD-ZIP transcription factor, MxHB13, integrates auxin-regulated and juvenility-determined control of adventitious rooting in Malus xiaojinensis. Plant J. 2021, 107, 1663–1680. [Google Scholar] [CrossRef] [PubMed]
  58. Altschul, S.F. Basic local alignment search tool (BLAST). J. Mol. Biol. 2012, 215, 403–410. [Google Scholar] [CrossRef]
  59. Sudhir, K.; Glen, S.; Koichiro, T. MEGA7: Molecular Evolutionary Genetics Analysis Version 7.0 for Bigger Datasets. Mol. Biol. Evol. 2016, 33, 1870–1874. [Google Scholar]
  60. Thompson, J.D.; Gibson, T.J.; Higgins, D.G. Multiple Sequence Alignment Using ClustalW and ClustalX. Curr. Protoc. Bioinform. 2003, 1, 2–3. [Google Scholar] [CrossRef]
  61. Wang, Y.; Tang, H.; Debarry, J.D.; Tan, X.; Li, J.; Wang, X.; Tae-Ho, L.; Jin, H.; Barry, M.; Guo, H. MCScanX: A toolkit for detection and evolutionary analysis of gene synteny and collinearity. Nucleic Acids Res. 2012, 40, e49. [Google Scholar] [CrossRef] [Green Version]
  62. Chen, C.; Rui, X.; Hao, C.; He, Y. TBtools: An integrative toolkit developed for interactive analyses of big biological data. Mol. Plant 2020, 13, 1194–1202. [Google Scholar] [CrossRef]
  63. Kim, D.; Langmead, B.; Salzberg, S.L. HISAT: A fast spliced aligner with low memory requirements. Nat. Methods 2015, 12, 357–360. [Google Scholar] [CrossRef] [Green Version]
  64. Langmead, B.; Salzberg, S.L. Fast gapped-read alignment with Bowtie 2. Nat. Methods 2012, 9, 357–359. [Google Scholar] [CrossRef] [Green Version]
  65. Dewey, C.N.; Li, B. RSEM: Accurate transcript quantification from RNA-Seq data with or without a reference genome. BMC Bioinform. 2011, 12, 323. [Google Scholar]
  66. Likun; Wang; Zhixing; Feng; Xi; Wang; Xiaowo; Wang, DEGseq: An R package for identifying differentially expressed genes from RNA-seq data. Bioinformatics 2010, 26, 136–138. [CrossRef]
  67. He, S.; Yuan, G.; Bian, S.; Han, X.; Zhang, C. Major Latex Protein MdMLP423 Negatively Regulates Defense against Fungal Infections in Apple. Int. J. Mol. Sci. 2020, 21, 1879. [Google Scholar] [CrossRef] [Green Version]
  68. Livak, K.J.; Schmittgen, T.D. Analysis of Relative Gene Expression Data using Real-Time Quantitative PCR. Methods 2002, 25, 402–408. [Google Scholar] [CrossRef]
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Figure 1. Conserved motif and structures of MdHDZ genes. (a) Phylogenetic relationship of HD-Zip genes. (b) Gene structure of MdHDZ genes. Green and yellow squares represent UTRs and CDSs, respectively. Black lines represent introns. (c) Conserved motifs of MdHDZ genes. Green, yellow, and red squares represent motifs 1, 2, and 3, respectively.
Figure 1. Conserved motif and structures of MdHDZ genes. (a) Phylogenetic relationship of HD-Zip genes. (b) Gene structure of MdHDZ genes. Green and yellow squares represent UTRs and CDSs, respectively. Black lines represent introns. (c) Conserved motifs of MdHDZ genes. Green, yellow, and red squares represent motifs 1, 2, and 3, respectively.
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Figure 2. Phylogenetic and synteny analyses of HD-Zip genes. (a) Phylogenetic relationship of apple and Arabidopsis HD-Zip genes. Arabidopsis HD-Zip genes are shown by a green triangle, and apple HD-Zip genes are shown by a red circle. (b) Chromosomal distribution and duplication events of MdHDZ genes. Tandem duplicated genes are connected by blue arcs, while segmental duplicated genes are connected by red lines. The scale on the circle is in Megabases.
Figure 2. Phylogenetic and synteny analyses of HD-Zip genes. (a) Phylogenetic relationship of apple and Arabidopsis HD-Zip genes. Arabidopsis HD-Zip genes are shown by a green triangle, and apple HD-Zip genes are shown by a red circle. (b) Chromosomal distribution and duplication events of MdHDZ genes. Tandem duplicated genes are connected by blue arcs, while segmental duplicated genes are connected by red lines. The scale on the circle is in Megabases.
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Figure 3. Main cis-acting elements of the 2-kb promoter region of MdHDZ genes. (a) Numbers and (b) chromosomal locations of different types of cis-elements.
Figure 3. Main cis-acting elements of the 2-kb promoter region of MdHDZ genes. (a) Numbers and (b) chromosomal locations of different types of cis-elements.
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Figure 4. Tissue-specific expression pattern of MdHDZ genes. The heat map was generated based on in silico analysis of the tissue-specific expression data of MdHDZ genes from the GEO database, and normalized log2 transformed values were used with hierarchical clustering. The transition from green to red represents different expression levels.
Figure 4. Tissue-specific expression pattern of MdHDZ genes. The heat map was generated based on in silico analysis of the tissue-specific expression data of MdHDZ genes from the GEO database, and normalized log2 transformed values were used with hierarchical clustering. The transition from green to red represents different expression levels.
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Figure 5. (a) Morphological changes and expression pattern of MdHDZ genes in response to AAAP infection based on RNA-Seq data. The heat map was generated using TBtools based on the relative expression levels of MdHDZ genes in RNA-Seq. Normalized log2 transformed values were used with hierarchical clustering. The transition from blue to red represents different expression levels. (b) GO enrichment analysis of DEGs of clusters 2, 3, 8, and 11. (b) Expression profiles of 14 selected MdHDZ genes in response to AAAP infection, based on qRT-PCR data. Asterisks indicate that the corresponding genes were significantly upregulated compared with the control (* p < 0.05, ** p < 0.01, *** p < 0.001; Student’s t-test).
Figure 5. (a) Morphological changes and expression pattern of MdHDZ genes in response to AAAP infection based on RNA-Seq data. The heat map was generated using TBtools based on the relative expression levels of MdHDZ genes in RNA-Seq. Normalized log2 transformed values were used with hierarchical clustering. The transition from blue to red represents different expression levels. (b) GO enrichment analysis of DEGs of clusters 2, 3, 8, and 11. (b) Expression profiles of 14 selected MdHDZ genes in response to AAAP infection, based on qRT-PCR data. Asterisks indicate that the corresponding genes were significantly upregulated compared with the control (* p < 0.05, ** p < 0.01, *** p < 0.001; Student’s t-test).
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Figure 6. (a) Comparisons of DEGs in apples in response to AAAP infection. (b) Venn diagram of DEGs in four comparisons. (c) Clusters of DEGs and the seven MdHDZ genes were labeled with a blue star.
Figure 6. (a) Comparisons of DEGs in apples in response to AAAP infection. (b) Venn diagram of DEGs in four comparisons. (c) Clusters of DEGs and the seven MdHDZ genes were labeled with a blue star.
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Figure 7. (a–d) represent the GO functional analysis of DEGs belonging to cluster 2, 3, 8, and 11, respectively. Only the top 15 terms with the smallest Q-value are shown.
Figure 7. (a–d) represent the GO functional analysis of DEGs belonging to cluster 2, 3, 8, and 11, respectively. Only the top 15 terms with the smallest Q-value are shown.
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Figure 8. (a) Morphological changes and expression pattern of MdHDZ genes in adventitious bud regeneration from apple leaves, in vitro, after 3, 7, 14, and 21 DPI in regeneration medium. The heat map was generated using TBtools based on the relative expression levels of MdHDZ genes in RNA-Seq. Normalized log2 transformed values were used with hierarchical clustering. The transition from blue to red represents different expression levels. (b) Expression profiles of eight selected MdHDZ genes expressed during adventitious bud regeneration from apple leaves, in vitro, after 3, 7, 14, and 21 DPI in regeneration medium, based on qRT-PCR data. The relative expression of each gene at 0 DPI was set to 1 for normalization. Asterisks indicate that the corresponding genes were significantly upregulated or downregulated compared with the control (* p < 0.05, ** p < 0.01, *** p < 0.001; Student’s t-test).
Figure 8. (a) Morphological changes and expression pattern of MdHDZ genes in adventitious bud regeneration from apple leaves, in vitro, after 3, 7, 14, and 21 DPI in regeneration medium. The heat map was generated using TBtools based on the relative expression levels of MdHDZ genes in RNA-Seq. Normalized log2 transformed values were used with hierarchical clustering. The transition from blue to red represents different expression levels. (b) Expression profiles of eight selected MdHDZ genes expressed during adventitious bud regeneration from apple leaves, in vitro, after 3, 7, 14, and 21 DPI in regeneration medium, based on qRT-PCR data. The relative expression of each gene at 0 DPI was set to 1 for normalization. Asterisks indicate that the corresponding genes were significantly upregulated or downregulated compared with the control (* p < 0.05, ** p < 0.01, *** p < 0.001; Student’s t-test).
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Table
Table 1. Characteristics of MdHDZ genes in apples (Malus domestica Borkh.).
Table 1. Characteristics of MdHDZ genes in apples (Malus domestica Borkh.).
GeneGene IDChromosome LocationExonSize (Amino Acids)MW (kDa)pI
MdHDZ1MD00G1036300Chr00:6430068..6432722224327.825.37
MdHDZ2MD01G1036200Chr01:12167559..12171263333037.265.09
MdHDZ3MD01G1069700Chr01:17372035..17373849241545.638.94
MdHDZ4MD01G1226600Chr01:31679345..31681430223627.475.36
MdHDZ5MD02G1192800Chr02:18264264..18266606328931.938.36
MdHDZ6MD02G1216800Chr02:24770720..24774323430934.578.13
MdHDZ7MD02G1318700Chr02:37304680..37307701437341.406.06
MdHDZ8MD03G1118500Chr03:10745381..107581481884392.526.09
MdHDZ9MD04G1061200Chr04:8078000..8080961431034.597.62
MdHDZ10MD05G1273700Chr05:40852942..408614821885292.956.03
MdHDZ11MD06G1032300Chr06:3869510..3870336119622.409.52
MdHDZ12MD06G1054800Chr06:8046646..8049808 431034.608.42
MdHDZ13MD06G1187600Chr06:32505970..32509240332436.404.79
MdHDZ14MD07G1002500Chr07:275492..278216437040.916.44
MdHDZ15MD07G1156200Chr07:22690670..22692966224227.824.75
MdHDZ16MD07G1297100Chr07:35700128..35702089223126.665.78
MdHDZ17MD08G1075400Chr08:6123797..6126556330334.096.94
MdHDZ18MD08G1075500Chr08:6137356..6139170426930.116.60
MdHDZ19MD08G1112900Chr08:10008344..100179331883291.755.90
MdHDZ20MD08G1188500Chr08:23799477..23801844327931.435.57
MdHDZ21MD09G1035100Chr09:2143505..2148775433638.155.29
MdHDZ22MD09G1049000Chr09:3226829..3230190330033.926.55
MdHDZ23MD09G1205400Chr09:19576024..195856911883891.886.03
MdHDZ24MD10G1253500Chr10:34599032..346081861885193.086.03
MdHDZ25MD11G1136800Chr11:12604948..126138451881288.655.85
MdHDZ26MD12G1055800Chr12:6297205..6300831434037.688.69
MdHDZ27MD12G1100600Chr12:15668169..15670196323127.008.37
MdHDZ28MD13G1025200Chr13:1775080..1778991422625.409.09
MdHDZ29MD13G1030700Chr13:2201012..2203672332436.464.88
MdHDZ30MD13G1074800Chr13:5277838..5280985328932.956.06
MdHDZ31MD13G1079500Chr13:5590336..5593469333337.304.81
MdHDZ32MD13G1196700Chr13:17146326..17146976115418.349.46
MdHDZ33MD13G1236500Chr13:23981101..23982690324227.338.02
MdHDZ34MD14G1056200Chr14:5791182..5794527434237.787.62
MdHDZ35MD14G1056300Chr14:5813565..5815376 422625.508.27
MdHDZ36MD14G1094700 Chr14:14187962..14190102323227.008.95
MdHDZ37MD15G1062900Chr15:4328848..4331612330133.966.49
MdHDZ38MD15G1092200Chr15:6404045..64135411883091.675.93
MdHDZ39MD15G1302900Chr15:29349544..29351859328931.988.12
MdHDZ40MD15G1319800Chr15:33163160..33166835332937.185.21
MdHDZ41MD15G1374500Chr15:45816138..45818593327431.096.79
MdHDZ42MD16G1027800Chr16:1954912..1960238428932.718.99
MdHDZ43MD16G1076000Chr16:5322782..5325852328632.525.80
MdHDZ44MD16G1079400Chr16:5571757..5575130332737.074.78
MdHDZ45MD16G1241700Chr16:26132793..26134339323026.136.83
MdHDZ46MD17G1035400Chr17:2532964..2538305433237.435.18
MdHDZ47MD17G1049000Chr17:3572666..3576024330434.416.36
MdHDZ48MD17G1185400Chr17:22000363..220099941883892.126.14
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MDPI and ACS Style

Liu, K.; Han, X.; Liang, Z.; Yan, J.; Cong, P.; Zhang, C. Genome-Wide Identification, Classification, and Expression Analysis of the HD-Zip Transcription Factor Family in Apple (Malus domestica Borkh.). Int. J. Mol. Sci. 2022, 23, 2632. https://doi.org/10.3390/ijms23052632

AMA Style

Liu K, Han X, Liang Z, Yan J, Cong P, Zhang C. Genome-Wide Identification, Classification, and Expression Analysis of the HD-Zip Transcription Factor Family in Apple (Malus domestica Borkh.). International Journal of Molecular Sciences. 2022; 23(5):2632. https://doi.org/10.3390/ijms23052632

Chicago/Turabian Style

Liu, Kai, Xiaolei Han, Zhaolin Liang, Jiadi Yan, Peihua Cong, and Caixia Zhang. 2022. "Genome-Wide Identification, Classification, and Expression Analysis of the HD-Zip Transcription Factor Family in Apple (Malus domestica Borkh.)" International Journal of Molecular Sciences 23, no. 5: 2632. https://doi.org/10.3390/ijms23052632

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