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Article

Genome-Wide Identification and Expression Analysis of HSP70 Gene Family in Chrysanthemum lavandulifolium under Heat Stress

State Key Laboratory of Crop Genetics and Germplasm Enhancement, Key Laboratory of Landscaping, Ministry of Agriculture, College of Horticulture, Nanjing Agricultural University, Nanjing 210095, China
*
Author to whom correspondence should be addressed.
Horticulturae 2023, 9(2), 238; https://doi.org/10.3390/horticulturae9020238
Submission received: 7 January 2023 / Revised: 30 January 2023 / Accepted: 6 February 2023 / Published: 9 February 2023
(This article belongs to the Special Issue Advances in the Adaptions of Horticultural Crops to Stresses)

Abstract

:
As a molecular chaperone, HSP70 is widely involved in complex activities in plants. Under high temperature, drought, high salt, low temperature, heavy metals, and other stresses, HSP70 is rapidly synthesizes, stabilizes protein and biological macromolecular structures, and improves the stress resistance of plants. In this study, 83 ClHSP70 genes in Chrysanthemum lavandulifolium were identified based on the published Chrysanthemum lavandulifolium genome database. The genes were divided into six clusters based on a phylogenetic analysis, and the gene structures, conserved motifs, and functional domains were relatively conserved. Only two collinear genes were observed, and they formed a pair of duplicating genes. Multiple abiotic stress and phytohormone response elements were observed on the ClHSP70 promoter, such as temperature, drought, methyl jasmonate, abscisic acid, and other stress-related elements, and CpG islands were found on some ClHSP70 promoters, suggesting that they may be related to methylation modifications. Tissue expression analysis showed that the ClHSP70 genes were highly expressed in the roots. In addition, the gene expression changed significantly after 1 h of heat treatment and plays an important role in plant responses to temperature stress. The results of this study provide insights on the ClHSP70 gene family members and a theoretical basis for further research on functional analyses of the ClHSP70 gene family.

1. Introduction

During the process of growth and development, plants are affected and stressed by various environmental factors, such as high (low) temperature, strong (weak) light, drought (flood), high salt, heavy metals, and pathogenic bacterial (or viral) infections. When the influence of these factors exceeds a certain threshold, the growth and development of plants are adversely affected to varying degrees [1]. Heat shock proteins (HSPs) are defense mechanisms induced in plants to adapt to changing environments [2]. Heat shock proteins (HSPs) are a highly conserved protein family that is widely distributed in various organisms, from prokaryotes to eukaryotes [3,4]. HSPs are highly conserved in structure, have molecular chaperone functions, and are involved in biological processes, such as the transport, folding, assembly, renaturation, and degradation of denatured proteins [5,6]. HSPs can be divided into different types according to their sequence similarity and protein molecular weight, such as HSP100, HSP90, HSP70, HSP60, HSP40, and small HSPs (sHSPs)/HSP20s [7].
The Arabidopsis HSP70 gene family consists of 18 members and is divided into two subfamilies: DNAK and HSP110/SSE [8]. This family mainly includes two functional domains, the nucleotide-binding domain (NBD) and substrate-binding domain (SBD), which are connected by a hinge region. In addition to a signal peptide sequence that guides the localization of HSP70 to different organelles, the NBD also has an active center that binds and hydrolyzes ATP [9]. The C-terminal polypeptide-binding domain can bind, process, and fold substrate proteins [10]. The molecular chaperone function of HSP70 requires two types of co-chaperones: heat shock protein 40 (HSP40) and nucleoside exchange factor (NEF) [11]. HSP40/DnaJ utilizes its zinc finger or C-terminal domain to interact with abnormally folded substrate proteins, which bind and transmit the substrate protein to HSP70 by interacting with HSP70 [12]. In addition, its J domain also interacts with the HSP70 protein to initiate the ATPase activity of HSP70. This activity induces changes in the conformation of HSP70 that allow HSP70 to bind tightly to the substrate protein and use the energy released by ATP hydrolysis to realize correct folding of the substrate [13]. After this process is complete, NEF binds to the HSP70-ADP-polypeptide complex and decomposes it, the polypeptide substrate is released, and HSP70 changes from the ADP bound state to the ATP-bound state, thus initiating the next cycle [14,15].
HSP70 also plays an important role in plant stress resistance and growth and development regulation [16,17]. In a study of transgenic Arabidopsis plants, Heat Shock Cognate 70-1 (HSC70-1) overexpression plants were more tolerant to heat shock of 44 °C for 10 min [18]. Duan et al. showed that TaHSP70 accumulated significantly in wheat seedlings after heat shock [19]. Jung et al. found that among the 32 HSP70 genes in rice, 24 HSP70 genes were upregulated at high temperatures, with 14 showing significant increases; moreover, the expression of OsHSP70 was also significantly changed under salt and drought treatments [20,21]. The cytoplasmic HSP70 and nuclear HSP70 genes in Arabidopsis thaliana regulate the immune response by interacting with the SGT1 gene, and deletion mutations lead to the loss of plant defenses against pathogens [22]. Song et al. isolated HSP70 cDNA from the hexaploid cultivated chrysanthemum ‘Zhong Shan Zi Gui’ and showed that it has a positive effect on plant stress resistance after heterologous expression in Arabidopsis and improves the plant’s heat, drought, and salt tolerance [23]. HSP70-1 affects plant growth and development, immunity, heat shock tolerance, and stomatal closure [18]. AtHSP70-15-deficient Arabidopsis plants are characterized by severe growth retardation, impairs stomatal closure, accelerates withering, and enhances tolerance to TuMV [24]. HSP70-16 affects sepal development, and its loss of function results in abnormal floral organ formation and impaired fertilization and fruiting [25]. Our understanding of the functions of individual HSP70s remains limited owing to their high sequence similarity and functional redundancy.
With the development of bioinformatics and the application of sequencing technology, a large amount of genomic and RNA omic data have been collated and released. As a molecular chaperone, HSP70 has gradually become a hotspot, and many species of HSP70 gene family members have been identified, including 18 gene family members in Arabidopsis [8]: 32 in rice [20]; 61 in soybean [26]; 52 in cabbage [27]; 21 in Ziziphus jujuba [28]; and 21 in pepper [29]. Chrysanthemum (Chrysanthemum morifolium) is one of the top ten most famous traditional flowers in our country and one of the four major cut flowers in the world. As a perennial plant, chrysanthemum has a high ornamental and economic value. Additionally, it is more vulnerable to heat stress and severely restricted by high temperatures during growth and development [30]. There are few reports about the HSP70 gene family and its function in the Asteraceae family. Therefore, it is important to identify and analyze the HSP70 gene family in chrysanthemums. However, the genome of hexaploid chrysanthemum has high heterozygosity and polyploidy and thus is relatively large, and it has not yet been published. The published diploid chrysanthemum genome is often used for research on related gene families. Here, we used the recently published chromosome-level reference genome of Chrysanthemum lavandulifolium to identify and analyze the HSP70 gene family [31].

2. Materials and Methods

2.1. Plant Material and Treatment

C. lavandulifolium was propagated by cuttings and then grown for 5–6 weeks under long-day conditions at 22 °C. Roots, stems, and leaves were collected during this period and used for RNA extraction. After transitioning to short-day conditions for flower transformation, the roots, stems, leaves, buds, and capitulums were collected. Samples from nine tissues were subjected to quantitative real-time polymerase chain reaction (qRT-PCR) assays. In addition, the high temperature treatment was performed using seedlings grown at 22 °C for 5–6 weeks under long-day conditions, planted in nutrient soil and vermicure with 1:3 matrix, transferred the seedlings to 37 °C light incubator. Three C. lavandulifolium plants at the same growth level were treated as replicates, and the upper fresh leaves were selected and frozen in liquid nitrogen after treatment for 0, 1, and 6 h, respectively.

2.2. Identification and Sequence Analysis of HSP70 Gene Family in C. lavandulifolium

C. lavandulifolium genome sequences and annotation files were obtained from PRJNA681093, National Center for Biotechnology Information (NCBI), based on the complete C. lavandulifolium genome sequence [31]. The Hidden Markov Model was downloaded from the Pfam database (http://pfam.xfam.org/, accessed on 12 July 2022) (Pfam: PF00012). Entire amino acid sequences, CDS sequence assemblies, and corresponding annotations of Arabidopsis and rice were downloaded from the EnsemblPlants database (http://plants.ensembl.org/index.html, accessed on 14 July 2022).
The HSP70 gene family members in C. lavandulifolium were identified by performing a BLASTP search against the C. lavandulifolium genome database using orthologous amino acid sequences of A. thaliana as queries (e-value of 1 × 10−5 as the threshold). The Hidden Markov model (HMM) of the HSP70 protein family was also used to search for candidate amino acid sequences. The genes in these two sets of results represented candidate genes for ClHSP70. The final results were analyzed using the NCBI CD-Search program (https://www.ncbi.nlm.nih.gov/Structure/bwrpsb/bwrpsb.cgi, accessed on 4 August 2022), which excludes sequences that do not contain HSP70 conservative domain information. Finally, 83 HSP70 genes were identified as ClHSP70 in C. lavandulifolium.
The ExPASy database (http://expasy.org/, accessed on 9 September 2022) was used to determine the physical and chemical features of the HSP70s. The predicted subcellular localization of ClHSP70s was analyzed using WoLF PSORT (https://wolfpsort.hgc.jp/, accessed on 9 September 2022).

2.3. Chromosomal Location, Gene Duplication, and Synteny Analysis

The chromosomal locations of HSP70 family genes were mapped onto the C. lavandulifolium linkage map using TBtools [32]. The required files, including the length of all chromosomes and the microsynteny view of gene pairs in C. lavandulifolium, were provided using the C. lavandulifolium database and TBtools. We then performed a synteny analysis of the HSP70 family genes in C. lavandulifolium. MCscanX in TBtools was used to conduct the dual synteny analysis of C. lavandulifolium. A Ka/Ks analysis of the HSP70 family genes with a collinear relationship was performed using TBtools (Table S2).

2.4. Phylogenetic Analysis

The full amino acid sequences of HSP70 proteins from A. thaliana, O. sativa, and C. lavandulifolium were downloaded from the TAIR (https://www.arabidopsis.org/, accessed on 12 September 2022), RGAP (http://rice.plantbiology.msu.edu/, accessed on 12 September 2022), and NCBI databases. Multiple sequence alignment was performed using MEGA X (https://www.megasoftware.net/, accessed on 13 September 2022) and a phylogenetic tree was constructed using the neighbor-joining (NJ). The bootstrap method with 1000 replicates was selected for the phylogeny test. iTOL (https://itol.embl.de/, accessed on 15 September 2022) was used to construct the phylogenetic tree.

2.5. Analysis of Gene Structures, Motifs, and Conserved Domains

The MEME program (https://meme-suite.org/meme/doc/meme.html, accessed on 20 September 2022) identified conserved motifs of the ClHSP70 family using the following parameters: any number of repetitions and maximum number of motifs of 10. The NCBI CD-Search program (https://www.ncbi.nlm.nih.gov/Structure/bwrpsb/bwrpsb.cgi, accessed on 20 September 2022) was used to identify the domain types and positions of all HSP70 protein sequences. The results were then used for domain visualization using TBtools, which was also used to display the ClHSP70 family gene structures by comparing the coding and genomic sequences.

2.6. Promoter Sequence Analysis of ClHSP70 Family

We downloaded the 2000 bp region upstream of identified ClHSP70s from the C. lavandulifolium genome. The PlantCARE database (http://bioinformatics.psb.ugent.be/webtools/plantcare/html/, accessed on 23 September 2022) was used to analyze cis-regulatory elements in the ClHSP70 promoters. The final results were visualized and displayed using TBtools. CpG islands were predicted using Methprimer 2.0 (http://www.urogene.org/methprimer/, accessed on 25 September 2022).

2.7. qRT-PCR

Based on CpG island and cis-element analyses, 15 candidate genes were screened for gene expression patterns. A Quick RNA isolation kit (HUAYUEYANG BIOTECHNOLOGY, Beijing, China) was used to extract total RNA from the different tissues of C. lavandulifolium. The extracted RNA was then employed as a template with the Evo M-MLV Reverse Transcription Kit (with gDNA removal reagent for qPCR) (Accurate Biology, Changsha, China) for first-strand cDNA synthesis. Real-time quantitative PCR of ClHSP70s was performed on a Light Cycler 96 System (Roche, Basel, Switzerland) using the SYBR Green Premix Pro Taq HS qPCR kit (Accurate Biology, Changsha, China). Primers were designed using Primer Premier 5.0, and primer sequences are presented in Table S3. Elongation factor 1 alpha (EF1α) was used as an internal reference gene for data normalization. EF1a was consistently expressed in cold-stressed potatoes and tomatoes [33,34], cold-treated and heat-treated rice [35], and heat-stressed chrysanthemum [36]. The PCR thermal cycling conditions were as follows: 95 °C for 2 min and 45 cycles of 95 °C for 10 s, 60 °C for 10 s, and 72 °C for 20 s. Three technical replicates and three biological replicates were used for each analysis. Relative expression of ClHSP70s was calculated using the 2−∆∆Ct method [37].

3. Results

3.1. Identification of ClHSP70 Genes in C. lavandulifolium

A total of 83 ClHSP70 proteins were identified based on the amino acid sequences of the conserved HSP70 structural domains in A. thaliana and C. lavandulifolium using BLAST and the Markov hidden model (HMM), and they were named according to their position on the chromosome. The physicochemical properties of the samples were analyzed (Table S1). The coding region length ranged from 353 to 1054 amino acids. Variations in gene molecular weight corresponded to the variation in HSP70 amino acid length, and most HSP70 proteins with theoretical isoelectric point (pl) ranged from 5 to 10. Most HSP70 proteins with an instability index less than 40 were stable proteins, although some proteins with an index higher than 40 were unstable proteins, such as ClHSP70-1 and ClHSP70-2. The grand average hydropathicity of all members was negative, which indicated that they were all hydrophobins, and the values did not vary widely. Subcellular localization predictions revealed the localization of HSP70 in cells. In addition to localization in the cytoplasm, most members may also function in the nucleus, chloroplasts, mitochondria, endoplasmic reticulum, and Golgi apparatus. We speculate that ClHSP70 proteins may function in different compartments and may be involved in a variety of life processes.

3.2. Chromosomal Localization and Collinearity Analysis of ClHSP70 Genes

The distribution of the gene family on the chromosome can be clearly displayed by its location on the chromosome. We determined the chromosomal distribution profile of the ClHSP70 gene family and mapped it to the genome (Figure 1). The 83 ClHSP70 genes showed an uneven distribution on nine chromosomes and were arranged in order from top to bottom according to the position of the genes on the chromosome. In addition, the distribution of ClHSP70s had no obvious correlation with the length of the chromosome, among which chromosome 4 had the most at 21 genes, followed by chromosome 6 at 13 HSP70 genes, with the lowest on chromosome 7 at only two.
Gene duplication plays an important role in gene family formation and species adaptation and can provide the original genetic material for genes with new functions. We analyzed gene duplication of the ClHSP70 family in the C. lavandulifolium genome, and the results showed that there were only two collinear genes, and they formed a pair of duplicating genes, ClHSP70-79/ClHSP70-15. Based on this genomic analysis, we found that gene duplication events of HSP70 were infrequent in C. lavandulifolium (Figure 2). The selection pressure analysis of this gene pair during the evolutionary process showed that the Ka/Ks value was less than 1, indicating that purifying selection occurred during the evolution of ClHSP70 (Table S2).

3.3. Phylogenetic Relationship ClHSP70 Genes

To study the evolutionary relationship of ClHSP70s, we downloaded the amino acid sequences of 18 Arabidopsis HSP70 proteins and 32 rice HSP70 proteins from the database. Five subfamilies are included in the Arabidopsis AtHSP70 family, and the OsHSP70 family in rice is divided into six subfamilies [20]. Based on the previous classification, we constructed an HSP70 protein phylogenetic tree of multiple species using the HSP70 amino acid sequences of Arabidopsis, rice, and C. lavandulifolium (Figure 3). We performed a phylogenetic analysis of 83 C. lavandulifolium, 32 rice, and 18 Arabidopsis HSP70 proteins and grouped them into six clusters. The distribution of ClHSP70 in the evolutionary tree conformed to the grouping of two subclasses of the HSP70 family: DnaK and HSP110/SSE. Except for Clusters V and VI, the other subgroups contained Arabidopsis, C. lavandulifolium, and rice genes, which reflect the evolutionary conservation of the ClHSP70 family. Cluster V had only two members: Arabidopsis HSP70-8 and rice LOC Os03g11910. These members are consistent with the analysis of the rice HSP70 family, indicating that the two are closely related and independent of other branches. Cluster VI consisted of 43 members, all of which were included in the ClHSP70 family. In the process of species evolution, ClHSP70 likely formed a unique branch type of this species and may have unique functional differentiation.

3.4. Conserved Motif, Gene Structure, and Domain Analysis of ClHSP70s

Conserved motif analysis can reveal the diversity of gene family members within a species and differences in their functions. We used the MEME online tool to search for motifs in ClHSP70s and drew a visual map of the motifs of ClHSP70 based on their phylogenetic relationships. Most closely related members shared similar motif patterns, suggesting possible functional similarities between these ClHSP70s, with motif 9 being the most common motif present in all ClHSP70 members. Except for the duplication and deletion of a few motifs in Clusters I, III, and VI, most members presented motifs 1–10, indicating that this family is highly conserved. ClHSP70-49 and ClHSP70-50 had only two motifs, motif9 and motif10, their gene structures have undergone significant changes, and they may have obvious functional differentiation (Figure 4).
The exon-intron structure of genes reflects the evolution of gene families. We further investigated the gene structure of 83 ClHSP70 genes. The results showed that the gene structure of the HSP70 gene family members was diverse among the different genes. The number of introns varied widely and ranged from 0 to 14, and more than half of the HSP70 genes did not contain a UTR. The gene structures of Clusters I and VI were relatively similar, and the number of introns was between one and three. The gene structure of Cluster III was the most conserved, and the number, relative position, and length of introns among members were the most consistent, indicating that this subfamily may be functionally conserved.
The functional domains of 83 members of the ClHSP70 family were analyzed. PTZ00009 is one of the highly conserved HSP70 superfamily protein domains and represents a typical heat shock protein 70. Most ClHSP70 members have this domain. The Dnak domain is also an important feature for identifying HSP70. The PLN03184 superfamily belongs to the chloroplast HSP70 subfamily, and six ClHSP70 members have this domain. The HSPA4_like_NDB domain is the nucleotide-binding domain of 105/110 kDa heat shock proteins (including HSPA4 and similar proteins). It belongs to the 105/110 kDa heat shock protein (HSP105/110) subfamily of the HSP70-like family, which includes proteins believed to function generally as co-chaperones of HSP70 chaperones, which act as NEFs to remove ADP from their HSP70 chaperone partners during the ATP hydrolysis cycle. HSP70 proteins in Cluster IV belong to this type. During long-term evolution, along with functional differentiation and diversification, other domains related to the functions of ClHSP70 were formed, such as the SQR_QFR_TM domain related to oxidoreductase and the P-loop_NTPase domain related to ATP hydrolysis.

3.5. cis-Element and CpG Island Analysis of the ClHSP70 Genes in C. lavandulifolium

To further study the role of ClHSP70 family genes in growth, development, and stress responses, we submitted the sequences 2000 bp upstream of the start codon of ClHSP70 family genes to the PLANTCARE database for cis-acting element analysis (Figure 5). The results showed that in addition to the most basic TATA-box and CAAT-box elements, the 83 ClHSP70 gene promoters also contained a large number of other cis-acting elements, including light-responsive cis-acting elements (MRE, GT1-motif, and G-box), development-related cis-acting elements (CN4_motif and CAT-box), stress-related cis-acting elements (LTR, MBS, and TC-rich repeats), and hormone-related cis-acting elements (TGA-element and CGTCA-motif). It is speculated that the ClHSP70 gene is widely involved in the growth and development of C. lavandulifolium and acts on various pathways, such as light response, photosynthesis, seed germination, leaf morphogenesis, and rhizome elongation. In addition, the ClHSP70 promoter also includes a large number of cis-acting effects related to stress and hormone responses, indicating that the expression of ClHSP70s may also be regulated by various environmental factors and endogenous cues.
In addition, we analyzed and predicted the CpG sites of the sequence 2000 bp upstream of the start codon of ClHSP70s, which is usually located near the gene promoter and represents a region of DNA. CG-rich genes are involved in DNA methylation and represent an important source of epigenetic improvement. Methylation modification, which does not change the sequence of genes but can change the expression of genes, introduces heritable phenotypic changes and represents an important epigenetic marker. Eighteen ClHSP70 members were predicted to contain CpG islands (Table 1), suggesting that they may be related to methylation modification of DNA; however, additional treatment of genomic DNA with bisulfite is required to detect the presence of methylation modification by the Methylation-Specific Polymerase Chain Reaction (MSP) method [38].

3.6. qRT-PCR Analyses

Based on the above analysis, 15 HSP70 genes were selected for tissue expression-specific analysis to determine their expression patterns in all tissues at different stages of the plant life cycle. Among them, five genes were selected to predict the presence of long CG-rich regions, which have a greater likelihood of methylation. In addition, we focused on stress responses and selected 10 ClHSP70s in all clusters with a large number of predictive cis-elements associated with adverse stress responses. We extracted total RNA from nine tissues during the vegetative and reproductive growth periods of C. lavandulifolium. The results verified that the expression of ClHSP70s in different tissues was significant, among which ClHSP70-41 and ClHSP70-52 were the highest in the roots during the vegetative growth period, ClHSP70-14 and ClHSP70-59 were the highest in the stem (VSt) during the vegetative growth period, and the gene families were expressed in all tissues. ClHSP70-6, ClHSP70-21, ClHSP70-23, ClHSP70-28, ClHSP70-54, and ClHSP70-82 had the highest expression in roots during reproductive growth, and it was speculated that they may be involved in some functions in roots (Figure 6A).
As global temperatures increase, high temperatures have become one of the most important issues impacting crop growth. HSP70 is heat-induced and plays a crucial role in thermal response. After high temperature treatment at 37 °C, ClHSP70 gene expression in leaves was upregulated compared to that of the control, and most ClHSP70s showed a clear response trend after 1 h of heat treatment (Figure 6B). Among them, ClHSP70-11, ClHSP70-65, ClHSP70-14, ClHSP70-59, ClHSP70-12, ClHSP70-28, and ClHSP70-29 increased rapidly and reached a maximum after 1 h of high temperature stress, indicating that they play an important role in high-temperature stress. In addition, the expression of some ClHSP70s decreased rapidly after 1 h of high temperature stress, and its expression was inhibited by high temperatures. For example, HSP70-6 and HSP70-21 correspond to cis-elements containing more low-temperature response-related components, suggesting that their functions may be induced by low temperatures. In conclusion, ClHSP70 plays an important role under temperature-stress conditions.

4. Discussion

The importance of HSP70 genes in stress responses has been reported in many plant species. For example, compared with the control group, heat and drought tolerance was significantly improved in HSP70 transgenic tobacco plants [39], and this result was also verified in Arabidopsis [40]. However, chrysanthemums occupy an important position in Chinese flower production. Chrysanthemum morifolium is a typical obligate short day (SD) herbaceous perennial species [41], and the realization of annual production is an urgent need of chrysanthemum industry. Furthermore, Chrysanthemum is susceptible to summer heat stress during the annual production process, which greatly affects their production and quality [42]. However, the HSP70 gene family has not been extensively studied. C. lavandulifolium is one of the original species of chrysanthemum exhibiting strong stress resistance, and it is a diploid species in the Asteraceae family [43]. Therefore, understanding the heat tolerance mechanisms of chrysanthemum under heat stress is necessary to develop chrysanthemum varieties suitable for annual production.
Preliminary analysis of the HSP70 gene family has been performed in the model plants Arabidopsis and rice [8,20,21]. In this study, we identified 83 HSP70 genes in the C. lavandulifolium. Because of the size of the genome or evolution diversity, the number of the same gene family varies in different species [26]. In addition, we performed a comprehensive analysis of the HSP70 family in C.lavandulifolium from the aspects of physicochemical properties, chromosomal location, phylogeny, gene structure, conserved motifs and expression profiles. HSP70 is a multi-genic family. Various members constituting this family were present in different cellular compartments [39,44]. The analysis of subcellular localization of ClHSP70 proteins confirmed it. All of the ClHSP70 members were divided into two groups, Dnak and Hsp110/SSE, consistent with the model plant Arabidopsis. This demonstrated that the HSP70 gene family has a certain degree of conservation.
In addition, a promoter cis-element analysis was performed, and the cis-elements found in our study were mainly related to hormonal and environmental stresses. Most of these ClHSP70s were associated with methyl jasmonate (MeJA) and abscisic acid (ABA) responses, the latter of which is a stress-responsive hormone and a key factor in stress tolerance [45]. Jasmonic acid (JA) and MeJA play important roles in plant stress resistance. Duan et al. (2011) confirmed that TaHSC70 is expressed 2 h after spraying MeJA [19]. The amount reached a maximum, indicating that TaHSC70 may participate in the basic defense of wheat through the JA signaling pathway. Besides that, there are a large number of cis-elements, such as drought, low temperature, and stress response in the promoter region of ClHSP70, which provide more evidence that this gene family plays a key role in environmental stress conditions. Methylation modification of histones is an important epigenetic regulatory method, and it has been observed for an increasing number of non-histone proteins. HSP70 is an evolutionarily conserved chaperone that is known to be modified by phosphorylation, ubiquitination, and glycosylation after translation; moreover, the methylable non-histone modification enzyme METTL21A has been reported to methylate the lysine site of HSP70 protein, thereby affecting protein interactions [46]. In a study on human cancer, it was found that HSP70 methylation is enhanced, whereas methylation is almost undetectable in the corresponding non-tumor tissues, and methylated HSP70 has a growth-promoting effect in cancer cells, demonstrating the key role of HSP70 methylation in human carcinogenesis [47]. In plant studies, the potential function of HSP70 protein methylation modifications is poorly understood, and studying such modifications will provide important insights.
We also used the methylation prediction tool to predict the CpG islands of ClHSP70 and found that 18 ClHSP70s had CpG islands and may have exhibited methylation modification. However, the occurrence of methylation modifications still needs to be verified through relevant experiments. Based on this study, we selected 5 ClHSP70s with large CpG island length greater than 200 bp as candidate genes. In addition, we focused on the effects of environmental stress. According to the putative cis-element analysis and related reports on HSP70s in Arabidopsis, we selected 10 ClHSP70 as candidate genes, and analyzed the tissue expression of the selected 15 ClHSP70 candidate genes in C. lavandulifolium and found that most of ClHSP70 was expressed in roots during vegetative growth and reproductive growth. Therefore, we speculated that it may be related to some functions in roots, such as drought and waterlogging stress, which further verified the important role of ClHSP70 in environmental stress. Chrysanthemum has a certain tolerance to low temperatures but is very sensitive to high temperatures. These plants can grow normally at 18–21 °C, and a high temperature environment above 32 °C will cause slow growth and development, with a long-term high temperature environment causing damage to chrysanthemum [48]. HSP70 protein is synthesized under a variety of environmental stress conditions, such as high temperature, low temperature, hormone, high salt, drought, heavy metal ions, and mechanical damage [49]. Among them, HSP70s play vital roles in response to heat stress [50].
In this study, we explored the heat resistance mechanism of ClHSP70 and analyzed its expression under high temperature stress. The results showed that most of the ClHSP70s had a significant upward regulation trend after 1 h treatment at 37 °C, such as ClHSP70-11, ClHSP70-65, ClHSP70-14, ClHSP70-59, and the expression level increased greater than 20-fold after 1 h of heat stress. In addition, all of them are highly expressed in the VSm (vegetative growth stage stem), and indicating that these four genes play an important role under heat stress, they may be used as candidate genes to carry out further research on the mechanism of heat stress in C. lavandulifolium. We also found that some ClHSP70 expression showed a clear downward trend after high-temperature treatment. Interestingly, there were more low-temperature response elements in its promoters, which may be related to the cold tolerance of chrysanthemums. These results were consistent with previous studies showing the pivotal functions of HSP70s of other species in response to heat stress. Heat treatment of 37 °C significantly induces a number of AtHSP70s in Arabidopsis seedlings after 2 h, and the expression of AtHSP70-4, AtHSP70-5, AtHSP70-8, AtHSP70-7, AtHSP70-10, AtHSP70-11, and AtHSP70-15 was highly induced by heat stress [8]. Ye et al. (2012) analyzed the expression patterns of four OsHSP70 genes under heat stress, significantly increased expression levels of the four OsHSP70 genes were detected after 3 h at 42 °C, which indicated these genes are quickly and sharply induced by heat stress [51]. The expression profiles of 61 soybean HSP70 genes in response to heat (0, 3, 6, 12, 24 h) indicated that 55 of GmHSP70 genes were upregulated from two-fold to 241-fold after 42 °C treatment. Most members were upregulated after 3 h, and only 6 GmHSP70 genes were downregulated or nearly unchanged under the heat treatment [26]. After stress treatment at 40 °C, all nine PsHSP70s could respond to heat stress, with expression patterns rising first and then falling in Tree peony (Paeonia suffruticosa) [52]. Combining the heat map and the expression profiles found that the majority of ZmHSP70s was significantly up-regulated in leaves after 1 h of 42 °C heat treatment, indicating that these genes may play an important role in maize resistance to heat stress [53]. These results indicate that there is a functional redundancy and division of labor, in terms of the heat stress regulation of HSP70 genes. Under normal conditions, the expression level of HSP70s in cells is basic and low, while the synthesis rate of HSP70s increases significantly, generally reaching the highest level within a short time under high temperature and various stress conditions so as to improve the ability to resist stress of organisms. However, the detailed mechanism requires further investigation.

5. Conclusions

In conclusion, this study aimed to identify the ClHSP70 gene family and explore the genetic improvement potential of the HSP70 gene under heat stress conditions. A total of 83 ClHSP70 genes were analyzed. The cis-elements and CpG island promoter predictions indicated that there are multiple abiotic stress and phytohormone response elements on the ClHSP70 promoter and methylation modification may have occurred. Tissue expression and heat treatment analyses further verified the important role of ClHSP70s in environmental stress. This provides valuable information for further studies on the function of this gene family under heat stress.

Supplementary Materials

The following supporting information can be downloaded at: https://www.mdpi.com/article/10.3390/horticulturae9020238/s1, Table S1: Analysis of physical and chemical properties of ClHSP70s; Table S2: Analysis of Ka/Ks; Table S3: The primers of qRT-PCR; Table S4: The candidate genes list for expression analysis; Figure S1: The high-quality motifs image in the main text, from motif 1 to motif 10 in order.

Author Contributions

Conceptualization, M.Y. and J.J.; Investigation, M.Y. and R.H.; Supervision, A.S. and J.J.; Writing—original draft, M.Y.; Writing—review and editing, Z.G., F.C. and J.J. All authors have read and agreed to the published version of the manuscript.

Funding

This research was funded by the National Key Research and Development Program of China (2021YFE0110700) and the Project of Seed Breeding Revitalization in Jiangsu province (JBGS [2021]020).

Institutional Review Board Statement

Not applicable.

Informed Consent Statement

Not applicable.

Data Availability Statement

The datasets generated for this study are available on request to the corresponding author.

Conflicts of Interest

The authors declare no conflict of interest.

References

  1. Sukiran, N.L.; Ma, J.C.; Ma, H.; Su, Z. ANAC019 is required for recovery of reproductive development under drought stress in Arabidopsis. Plant Mol. Biol. 2019, 99, 161–174. [Google Scholar] [CrossRef] [PubMed]
  2. Ul Haq, S.; Khan, A.; Ali, M.; Khattak, A.M.; Gai, W.X.; Zhang, H.X.; Wei, A.M.; Gong, Z.H. Heat Shock Proteins: Dynamic Biomolecules to Counter Plant Biotic and Abiotic Stresses. Int. J. Mol. Sci. 2019, 20, 5321. [Google Scholar] [CrossRef] [PubMed]
  3. Johnson, J.L.; Brown, C. Plasticity of the Hsp90 chaperone machine in divergent eukaryotic organisms. Cell Stress Chaperone 2009, 14, 83–94. [Google Scholar] [CrossRef] [PubMed]
  4. Usman, M.G.; Rafii, M.Y.; Ismail, M.R.; Malek, M.A.; Latif, M.A. Expression of target gene Hsp70 and membrane stability determine heat tolerance in chili pepper. J. Am. Soc. Hortic. Sci. 2015, 140, 144–150. [Google Scholar] [CrossRef]
  5. Driedonks, N.; Xu, J.; Peters, J.L.; Park, S.; Rieu, I. Multi-Level Interactions Between Heat Shock Factors, Heat Shock Proteins, and the Redox System Regulate Acclimation to Heat. Front. Plant Sci. 2015, 6, 999. [Google Scholar] [CrossRef]
  6. Usman, M.G.; Rafii, M.Y.; Martini, M.Y.; Yusuff, O.A.; Ismail, M.R.; Miah, G. Molecular analysis of Hsp70 mechanisms in plants and their function in response to stress. Biotechnol. Genet. Eng. Rev. 2017, 33, 26–39. [Google Scholar] [CrossRef]
  7. Waters, E.R. The evolution, function, structure, and expression of the plant sHSPs. J. Exp. Bot. 2013, 64, 391–403. [Google Scholar] [CrossRef]
  8. Lin, B.L.; Wang, J.S.; Liu, H.C.; Chen, R.W.; Meyer, Y.; Barakat, A.; Delseny, M. Genomic analysis of the Hsp70 superfamily in Arabidopsis thaliana. Cell Stress Chaperones 2001, 6, 201–208. [Google Scholar] [CrossRef]
  9. Dragovic, Z.; Broadley, S.A.; Shomura, Y.; Bracher, A.; Hartl, F.U. Molecular chaperones of the Hsp110 family act as nucleotide exchange factors of Hsp70s. EMBO J. 2006, 25, 2519–2528. [Google Scholar] [CrossRef]
  10. Genevaux, P.; Georgopoulos, C.; Kelley, W.L. The Hsp70 chaperone machines of Escherichia coli: A paradigm for the repartition of chaperone functions. Mol. Microbiol. 2007, 66, 840–857. [Google Scholar] [CrossRef]
  11. Rosenzweig, R.; Nillegoda, N.B.; Mayer, M.P.; Bukau, B. The Hsp70 chaperone network. Nat. Rev. Mol. Cell Biol. 2019, 20, 665–680. [Google Scholar] [CrossRef]
  12. Kampinga, H.H.; Craig, E.A. The HSP70 chaperone machinery: J proteins as drivers of functional specificity. Nat. Rev. Mol. Cell Biol. 2010, 11, 579–592. [Google Scholar] [CrossRef]
  13. Fan, C.Y.; Lee, S.; Cyr, D.M. Mechanisms for regulation of Hsp70 function by Hsp40. Cell Stress Chaperones 2003, 8, 309–316. [Google Scholar] [CrossRef]
  14. Schuermann, J.P.; Jiang, J.; Cuellar, J.; Llorca, O.; Wang, L.; Gimenez, L.E.; Jin, S.; Taylor, A.B.; Demeler, B.; Morano, K.A.; et al. Structure of the Hsp110: Hsc70 nucleotide exchange machine. Mol. Cell 2008, 31, 232–243. [Google Scholar] [CrossRef]
  15. Polier, S.; Dragovic, Z.; Hartl, F.U.; Bracher, A.W. Structural basis for the cooperation of Hsp70 and Hsp110 chaperones in protein folding. Cell 2008, 133, 1068–1079. [Google Scholar] [CrossRef]
  16. Park, C.-J.J.; Seo, Y.-S.S. Heat shock proteins: A review of the molecular chaperones for plant immunity. Plant Pathol. J. 2015, 31, 323–333. [Google Scholar] [CrossRef]
  17. Berka, M.; Kopecká, R.; Berková, V.; Brzobohatý, B.; Černý, M. Regulation of heat shock proteins 70 and their role in plant immunity. J. Exp. Bot. 2022, 73, 1894–1909. [Google Scholar] [CrossRef]
  18. Sung, D.Y.; Guy, C.L. Physiological and molecular assessment of altered expression of Hsc70-1 in Arabidopsis. Evidence for pleiotropic consequences. Plant Physiol. 2003, 132, 979–987. [Google Scholar] [CrossRef]
  19. Duan, Y.-H.; Guo, J.; Ding, K.; Wang, S.-J.; Zhang, H.; Dai, X.-W.; Chen, Y.-Y.; Govers, F.; Huang, L.-L.; Kang, Z.-S. Characterization of a wheat HSP70 gene and its expression in response to stripe rust infection and abiotic stresses. Mol. Biol. Rep. 2011, 38, 301–307. [Google Scholar] [CrossRef]
  20. Jung, K.-H.; Gho, H.-J.; Nguyen, M.X.; Kim, S.-R.; An, G. Genome-wide expression analysis of HSP70 family genes in rice and identification of a cytosolic HSP70 gene highly induced under heat stress. Funct. Integr. Genom. 2013, 13, 391–402. [Google Scholar] [CrossRef]
  21. Sarkar, N.K.; Kundnani, P.; Grover, A. Functional analysis of Hsp70 superfamily proteins of rice (Oryza sativa). Cell Stress Chaperones 2013, 18, 427–437. [Google Scholar] [CrossRef] [PubMed]
  22. Noël, L.D.; Cagna, G.; Stuttmann, J.; Wirthmüller, L.; Betsuyaku, S.; Witte, C.P.; Bhat, R.; Pochon, N.; Colby, T.; Parker, J.E. Interaction between SGT1 and cytosolic/nuclear HSC70 chaperones regulates Arabidopsis immune responses. Plant Cell 2007, 19, 4061–4076. [Google Scholar] [CrossRef]
  23. Song, A.; Zhu, X.; Chen, F.; Gao, H.; Jiang, J.; Chen, S. A chrysanthemum heat shock protein confers tolerance to abiotic stress. Int. J. Mol. Sci. 2014, 15, 5063–5078. [Google Scholar] [CrossRef] [PubMed]
  24. Jungkunz, I.; Link, K.; Vogel, F.; Voll, L.M.; Sonnewald, S.; Sonnewald, U. AtHsp70-15-deficient Arabidopsis plants are characterized by reduced growth, a constitutive cytosolic protein response and enhanced resistance to TuMV. Plant J. 2011, 66, 983–995. [Google Scholar] [CrossRef] [PubMed]
  25. Chen, X.; Shi, L.; Chen, Y.; Zhu, L.; Zhang, D.; Xiao, S.; Aharoni, A.; Shi, J.; Xu, J. Arabidopsis HSP70-16 is required for flower opening under normal or mild heat stress temperatures. Plant Cell Environ. 2019, 42, 1190–1204. [Google Scholar] [CrossRef] [PubMed]
  26. Zhang, L.; Zhao, H.K.; Dong, Q.L.; Zhang, Y.Y.; Wang, Y.M.; Li, H.Y.; Xing, G.J.; Li, Q.Y.; Dong, Y.S. Genome-wide analysis and expression profiling under heat and drought treatments of HSP70 gene family in soybean (Glycine max L.). Front. Plant Sci. 2015, 6, 773. [Google Scholar] [CrossRef]
  27. Su, H.; Xing, M.; Liu, X.; Fang, Z.; Yang, L.; Zhuang, M.; Zhang, Y.; Wang, Y.; Lv, H. Genome-wide analysis of HSP70 family genes in cabbage (Brassica oleracea var. capitata) reveals their involvement in floral development. BMC Genom. 2019, 20, 369. [Google Scholar] [CrossRef]
  28. Panzade, K.P.; Kale, S.S.; Chavan, N.R.; Hatzade, B. Genome-wide analysis of Hsp70 and Hsp100 gene families in Ziziphus jujuba. Cell Stress Chaperones 2021, 26, 341–353. [Google Scholar] [CrossRef]
  29. Guo, M.; Liu, J.H.; Ma, X.; Zhai, Y.F.; Gong, Z.H.; Lu, M.H. Genome-wide analysis of the Hsp70 family genes in pepper (Capsicum annuum L.) and functional identification of CaHsp70-2 involvement in heat stress. Plant Sci. 2016, 252, 246–256. [Google Scholar] [CrossRef]
  30. Du, X.; Li, W.; Sheng, L.; Deng, Y.; Wang, Y.; Zhang, W.; Yu, K.; Jiang, J.; Fang, W.; Guan, Z.; et al. Over-expression of chrysanthemum CmDREB6 enhanced tolerance of chrysanthemum to heat stress. BMC Plant Biol. 2018, 18, 178. [Google Scholar] [CrossRef]
  31. Wen, X.; Li, J.; Wang, L.; Lu, C.; Gao, Q.; Xu, P.; Pu, Y.; Zhang, Q.; Hong, Y.; Hong, L.; et al. The chrysanthemum lavandulifolium genome and the molecular mechanism underlying diverse capitulum types. Hortic. Res. 2022, 9, uhab022. [Google Scholar] [CrossRef]
  32. Chen, C.; Chen, H.; Zhang, Y.; Thomas, H.R.; Frank, M.H.; He, Y.; Xia, R. TBtools: An Integrative Toolkit Developed for Interactive Analyses of Big Biological Data. Mol. Plant 2020, 13, 1194–1202. [Google Scholar] [CrossRef]
  33. Nicot, N.; Hausman, J.; Hoffmann, L.; Evers, D. Housekeeping gene selection for real-time RT-PCR normalization in potato during biotic and abiotic stress. J. Exp. Bot. 2005, 56, 2907–2914. [Google Scholar] [CrossRef]
  34. Løvdal, T.; Lillo, C. Reference gene selection for quantitative real-time PCR normalization in tomato subjected to nitrogen, cold, and light stress. Anal. Biochem. 2009, 387, 238–242. [Google Scholar] [CrossRef]
  35. Brunner, A.; Yakovlev, I.; Strauss, S. Validating internal controls for quantitative plant gene expression studies. Plant. Biol. 2004, 4, 14. [Google Scholar]
  36. Gu, C.; Chen, S.; Liu, Z.; Shan, H.; Luo, H.; Guan, Z.; Chen, F. Reference gene selection for quantitative real-time PCR in Chrysanthemum subjected to biotic and abiotic stress. Mol. Biotechnol. 2011, 49, 192–197. [Google Scholar] [CrossRef]
  37. Livak, K.J.; Schmittgen, T.D. Analysis of relative gene expression data using real-time quantitative PCR and the 2(-Delta Delta C(T)) Method. Methods 2001, 25, 402–408. [Google Scholar] [CrossRef]
  38. Ayoub Khan, M.; Dongru, K.; Yifei, W.; Ying, W.; Penghui, A.; Zicheng, W. Characterization of WRKY Gene Family in Whole-Genome and Exploration of Flowering Improvement Genes in Chrysanthemum lavandulifolium. Front. Plant Sci. 2022, 13, 861193. [Google Scholar] [CrossRef]
  39. Cho, E.K.; Choi, Y.J. A nuclear-localized HSP70 confers thermoprotective activity and drought-stress tolerance on plants. Biotechnol. Lett. 2009, 31, 597–606. [Google Scholar] [CrossRef]
  40. Montero-Barrientos, M.; Hermosa, R.; Cardoza, R.E.; Gutiérrez, S.; Nicolás, C.; Monte, E. Transgenic expression of the Trichoderma harzianum hsp70 gene increases Arabidopsis resistance to heat and other abiotic stresses. J. Plant Physiol. 2010, 167, 659–665. [Google Scholar] [CrossRef]
  41. Wei, Q.; Ma, C.; Xu, Y.; Wang, T.; Chen, Y.; Lü, J.; Zhang, L.; Jiang, C.Z.; Hong, B.; Gao, J. Control of chrysanthemum flowering through integration with an aging pathway. Nat. Commun. 2017, 8, 829. [Google Scholar] [CrossRef] [PubMed] [Green Version]
  42. Xing, X.; Ding, Y.; Jin, J.; Song, A.; Chen, S.; Chen, F.; Fang, W.; Jiang, J. Physiological and Transcripts Analyses Reveal the Mechanism by Which Melatonin Alleviates Heat Stress in Chrysanthemum Seedlings. Front. Plant Sci. 2021, 12, 673236. [Google Scholar] [CrossRef] [PubMed]
  43. Gao, W.; He, M.; Liu, J.; Ma, X.; Zhang, Y.; Dai, S.; Zhou, Y. Overexpression of Chrysanthemum lavandulifolium ClCBF1 in Chrysanthemum morifolium ‘White Snow’ improves the level of salinity and drought tolerance. Plant Physiol. Biochem. 2018, 124, 50–58. [Google Scholar] [CrossRef] [PubMed]
  44. Kose, S.; Furuta, M.; Imamoto, N. Hikeshi, a nuclear import carrier for HSP70s, protects cells from heat shock-induced nuclear damage. Cell 2012, 149, 578–589. [Google Scholar] [CrossRef]
  45. Davoudi, M.; Chen, J.; Lou, Q. Genome-Wide Identification and Expression Analysis of Heat Shock Protein 70 (HSP70) Gene Family in Pumpkin (Cucurbita moschata) Rootstock under Drought Stress Suggested the Potential Role of these Chaperones in Stress Tolerance. Int. J. Mol. Sci. 2022, 23, 1918. [Google Scholar] [CrossRef]
  46. Jakobsson, M.E.; Moen, A.; Bousset, L.; Egge-Jacobsen, W.; Kernstock, S.; Melki, R.; Falnes, P.Ø. Identification and characterization of a novel human methyltransferase modulating Hsp70 protein function through lysine methylation. J. Biol. Chem. 2013, 288, 27752–27763. [Google Scholar] [CrossRef]
  47. Cho, H.S.; Shimazu, T.; Toyokawa, G.; Daigo, Y.; Maehara, Y.; Hayami, S.; Ito, A.; Masuda, K.; Ikawa, N.; Field, H.I.; et al. Enhanced HSP70 lysine methylation promotes proliferation of cancer cells through activation of Aurora kinase B. Nat. Commun. 2012, 3, 1072. [Google Scholar] [CrossRef]
  48. Shi, Z.; Han, X.; Wang, G.; Qiu, J.; Zhou, L.J.; Chen, S.; Fang, W.; Chen, F.; Jiang, J. Transcriptome analysis reveals chrysanthemum flower discoloration under high-temperature stress. Front. Plant Sci. 2022, 13, 1003635. [Google Scholar] [CrossRef]
  49. Chauhan, H.; Khurana, N.; Agarwal, P.; Khurana, P. Heat shock factors in rice (Oryza sativa L.): Genome-wide expression analysis during reproductive development and abiotic stress. Mol. Genet. Genom. 2011, 286, 171–187. [Google Scholar] [CrossRef]
  50. Yu, C.; Rong, M.; Liu, Y.; Sun, P.; Xu, Y.; Wei, J. Genome-Wide Identification and Characterization of HSP70 Gene Family in Aquilaria sinensis (Lour.) Gilg. Genes 2021, 13, 8. [Google Scholar] [CrossRef]
  51. Ye, S.F.; Yu, S.W.; Shu, L.B.; Wu, J.H.; Wu, A.Z.; Luo, L.J. Expression profile analysis of 9 heat shock protein genes throughout the life cycle and under abiotic stress in rice. Chin. Sci. Bull. 2012, 57, 336–343. [Google Scholar] [CrossRef] [Green Version]
  52. Ma, J.; Wang, J.; Wang, Q.; Shang, L.; Zhao, Y.; Zhang, G.; Ma, Q.; Hong, S.; Gu, C. Physiological and transcriptional responses to heat stress and functional analyses of PsHSPs in tree peony (Paeonia suffruticosa). Front. Plant Sci. 2022, 13, 926900. [Google Scholar] [CrossRef]
  53. Jiang, L.; Hu, W.; Qian, Y.; Ren, Q.; Zhang, J. Genome-wide identification, classification and expression analysis of the Hsf and Hsp70 gene families in maize. Gene 2021, 770, 145348. [Google Scholar] [CrossRef]
Figure 1. Distribution of the ClHSP70 gene family members on C. lavandulifolium chromosomes. The bars represent the chromosomes. Chromosome numbers are shown on the left. ClHSP70 genes are marked to the right of the chromosomes. The scale bar on the left indicates the length of the chromosome.
Figure 1. Distribution of the ClHSP70 gene family members on C. lavandulifolium chromosomes. The bars represent the chromosomes. Chromosome numbers are shown on the left. ClHSP70 genes are marked to the right of the chromosomes. The scale bar on the left indicates the length of the chromosome.
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Figure 2. Duplication of the ClHSP70 gene family members in C. lavandulifolium.
Figure 2. Duplication of the ClHSP70 gene family members in C. lavandulifolium.
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Figure 3. Phylogenetic tree of the HSP70 proteins from C. lavandulifolium, Arabidopsis, and rice. The red branching line represents subclass Hsp110/SSE, and the green line represents Dnak.
Figure 3. Phylogenetic tree of the HSP70 proteins from C. lavandulifolium, Arabidopsis, and rice. The red branching line represents subclass Hsp110/SSE, and the green line represents Dnak.
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Figure 4. Conserved motif, gene structure, and domain analysis of ClHSP70s family genes according to their phylogenetic relationships.
Figure 4. Conserved motif, gene structure, and domain analysis of ClHSP70s family genes according to their phylogenetic relationships.
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Figure 5. Putative cis-elements analysis of ClHSP70s.
Figure 5. Putative cis-elements analysis of ClHSP70s.
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Figure 6. Expression patterns of the ClHSP70 family. (A) Expression analysis of the selected ClHSP70 genes in different tissues (root, stem, leaf, capitulum) at different stages. Expression of 15 genes: 5 genes were selected due to CpG island predictions, and 10 genes were selected based on their putative cis-elements associated with adverse stress responses. Abbreviations of different growth stages and tissues are as follows: VRt, vegetative growth stage root; VSm, vegetative growth stage stem; VLf, vegetative growth stage leaf; VSt, vegetative growth stage shoot; RRt, reproductive growth stage root; RSm, reproductive growth stage stem; RLf, reproductive growth stage leaf; RBd, reproductive growth stage bud; RFr, reproductive growth stage flower. (B) Expression patterns of ClHSP70 family genes in response to heat stress by 37 °C. Values are the mean ± S.D. * p ≤ 0.05, ** p ≤ 0.01, Sidak’s test.
Figure 6. Expression patterns of the ClHSP70 family. (A) Expression analysis of the selected ClHSP70 genes in different tissues (root, stem, leaf, capitulum) at different stages. Expression of 15 genes: 5 genes were selected due to CpG island predictions, and 10 genes were selected based on their putative cis-elements associated with adverse stress responses. Abbreviations of different growth stages and tissues are as follows: VRt, vegetative growth stage root; VSm, vegetative growth stage stem; VLf, vegetative growth stage leaf; VSt, vegetative growth stage shoot; RRt, reproductive growth stage root; RSm, reproductive growth stage stem; RLf, reproductive growth stage leaf; RBd, reproductive growth stage bud; RFr, reproductive growth stage flower. (B) Expression patterns of ClHSP70 family genes in response to heat stress by 37 °C. Values are the mean ± S.D. * p ≤ 0.05, ** p ≤ 0.01, Sidak’s test.
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Table 1. Details of each of the eighteen genes with the CpG island.
Table 1. Details of each of the eighteen genes with the CpG island.
NO.HSP70 GeneIsland #StartEndLength
1ClHSP70-111−51−302251bp
2ClHSP70-122−532−633102bp
−1719−1933215bp
3ClHSP70-151−230−364135bp
4ClHSP70-161−1691−1861171bp
5ClHSP70-191−1677−1841165bp
6ClHSP70-281−180−467288bp
7ClHSP70-291−358−472115bp
8ClHSP70-401−1422−1591170bp
9ClHSP70-462−625−791167bp
−1496−1627132bp
10ClHSP70-471−1407−1515109bp
11ClHSP70-481−1391−1507117bp
12ClHSP70-511−1391−1455121bp
13ClHSP70-521−168−456271bp
14ClHSP70-531−332−434102bp
15ClHSP70-601−861−995135bp
16ClHSP70-611−1582−1701120bp
17ClHSP70-653−257−487231bp
−736−858123bp
−1450−1550101bp
18ClHSP70-721−692−833142bp
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Yin, M.; Hu, R.; Song, A.; Guan, Z.; Chen, F.; Jiang, J. Genome-Wide Identification and Expression Analysis of HSP70 Gene Family in Chrysanthemum lavandulifolium under Heat Stress. Horticulturae 2023, 9, 238. https://doi.org/10.3390/horticulturae9020238

AMA Style

Yin M, Hu R, Song A, Guan Z, Chen F, Jiang J. Genome-Wide Identification and Expression Analysis of HSP70 Gene Family in Chrysanthemum lavandulifolium under Heat Stress. Horticulturae. 2023; 9(2):238. https://doi.org/10.3390/horticulturae9020238

Chicago/Turabian Style

Yin, Mengru, Rongqian Hu, Aiping Song, Zhiyong Guan, Fadi Chen, and Jiafu Jiang. 2023. "Genome-Wide Identification and Expression Analysis of HSP70 Gene Family in Chrysanthemum lavandulifolium under Heat Stress" Horticulturae 9, no. 2: 238. https://doi.org/10.3390/horticulturae9020238

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