Literature DB >> 29324881

Genome-wide analysis and expression profiles of glyoxalase gene families in Chinese cabbage (Brassica rapa L).

Guixin Yan1, Xin Xiao1, Nian Wang1, Fugui Zhang1, Guizhen Gao1, Kun Xu1, Biyun Chen1, Jiangwei Qiao1, Xiaoming Wu1.   

Abstract

The glyoxalase pathway is composed of glyoxalase I (GLYI) and glyoxalase II (GLYII) and is responsible for the detoxification of a cytotoxic metabolite methylglyoxal (MG) into the nontoxic S-D-lactoylglutathione. The two glyoxalase enzymes play a crucial role in stress tolerance in various plant species. Recently, the GLY gene families have well been analyzed in Arabidopsis, rice and soybean, however, little is known about them in Chinese cabbage (Brassica rapa). Here, 16 BrGLYI and 15 BrGLYII genes were identified in the B. rapa genome, and the BrGLYI and BrGLYII proteins were both clustered into five subfamilies. The classifications, chromosomal distributions, gene duplications, exon-intron structures, localizations, conserved motifs and promoter cis-elements were also predicted and analyzed. In addition, the expression pattern of these genes in different tissues and their response to biotic and abiotic stresses were analyzed using publicly available data and a quantitative real-time PCR analysis (RT-qPCR). The results indicated that the expression profiles of BrGLY genes varied among different tissues. Notably, a number of BrGLY genes showed responses to biotic and abiotic stress treatments, including Plasmodiophora brassicae infection and various heavy metal stresses. Taken together, this study identifies BrGLYI and BrGLYII gene families in B. rapa and offers insight into their roles in plant development and stress resistance, especially in heavy metal stress tolerance and pathogen resistance.

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Year:  2018        PMID: 29324881      PMCID: PMC5764358          DOI: 10.1371/journal.pone.0191159

Source DB:  PubMed          Journal:  PLoS One        ISSN: 1932-6203            Impact factor:   3.240


Introduction

The glyoxalase system is a ubiquitous pathway in all organisms that consists of the following two enzymes: glyoxalase I (GLYI) and glyoxalase II (GLYII). The major function of this pathway is the detoxification of the potent cytotoxin methylglyoxal (MG) into D-lactate through two sequential reactions [1]. GLYI catalyzes the conversion of MG into S-D-lactoylglutathione (S-LG) with glutathione (GSH). GLYII catalyzes S-LG to yield D-lactate and replenishes the GSH that was consumed in the GLYI reaction step. The functions of the glyoxalases have been studied in animals and microbial systems (Thornalley, 1990). However, only several GLYI and GLYII genes have been cloned in plants, including the GLYI gene in Brassica napus [2], Brassica juncea [3], Brassica oleracea [4], Lycopersicon esculentum [5], Glycine max [6], Oryza sativa [7], Sporobolus stapfianus [4], Thlaspi caerulescens [8], Triticum aestivum [9], and Vigna radiata [10] and the GLYII gene in Aloe vera [11], A. thaliana [12], B. juncea [13], Oryza sativa [14], and Spinacia oleracea [15]. Previous studies have found a firm link between the GLY enzymes and stress tolerance in plants. GLYI activity and transcripts can be up-regulated under various stress treatments in different plants [5, 16–18]. The transcription and protein expression level of GLYI in tomato was up-regulated in response to salinity stress and phytohormonal and osmotic stimulation [5]. In pumpkin seedlings, GLYI transcripts were induced by salinity, heavy metal, white light, and MG treatments [19]. The up-regulation of GLYI and GLYII activity in onions was observed in response to drought and low temperature stress [20]. B. juncea GLYII can be up-regulated by salt and heavy metal treatments and ABA stress [13]. Therefore, the glyoxalases have been proposed to be potential markers associated with plant stress responses [21]. Furthermore, transgenic tobacco that overexpressed the B. juncea GLYI gene (BjGLYI) conferred an enhanced resistance to high concentration of MG and salinity [3, 22]. Overexpressing the same GLYI gene in V. mungo imparted salt stress tolerance to transgenic tobacco [23]. Tobacco overexpressing GLYI from wheat (T. aestivum L.) showed an enhanced tolerance to ZnCl2 stress [9]. In our recent study, yeast cells transformed with B. napus GLYI showed an improved tolerance to heat and cold stresses [2]. Tobacco and even rice overexpressing the rice GLYII gene showed an improved tolerance to high MG and salt conditions [22, 24] Consistent with the above-mentioned results, the overexpression of GLYII gene in B. juncea imparted an improved tolerance to salt stress [25]. Furthermore, GLYII transgenic tobacco sustained growth and yielded viable seeds in soils treated by ZnCl2 [26]. A. thaliana overexpressing the GLYII gene had an improved tolerance to salt and anoxia stress [27]. Transgenic tobacco overexpressing the Brassica GLYI and rice GLYII genes showed an increased tolerance to salinity and heavy metal stress than the wild type plants [22, 26]. Recently, the overexpression of glyoxalase system genes (B. juncea, BjGLYI, and Pennisetum glaucum, PgGLYII) enabled the Carrizo citrange rootstock to tolerate to salt stress, which provided a useful biotechnological method of resisting abiotic stress for woody plant. In conclusion, the overexpression of glyoxalases in plants via genetic manipulation can successfully improve stress tolerance (). GLYI and GLYII belong to the glyoxalase family. To date, a genome-wide analysis has revealed that there are 11 GLYI in both Arabidopsis and rice and there are five and three GLYII in Arabidopsis and rice, respectively [34]. Recently, the release of the B. rapa genome sequence [35] facilitated the identification and systematic analysis of the putative glyoxalase genes across the whole genome in B. rapa L (a model organism representing the Brassica species). In our study, we characterized 16 BrGLYI and 15 BrGLYII genes based on a sequence analysis. Detailed information regarding the classification, chromosomal distribution, gene duplication, exon–intron structure, localizations, phylogenetic tree, conserved motif, and promoter cis-elements of the genes were predicted and analyzed. Their expression in different organs and under biotic and abiotic stresses was also discussed. This study provides a clearer understanding of the function of the genes in Brassicas and promotes further study in other organisms.

Methods

Materials and stress treatments

The B. rapa cultivar Chiffu was planted in a growth chamber at the Oil Crops Research Institute of the Chinese Academy of Agricultural Sciences in Wuhan at 20 ± 2°C with 12 h light and 12 h dark. The roots were sampled from young seedlings. Fresh flower buds were obtained, and the other tissues were sampled approximately 25 day after flowering, including stems, leaves, siliques and seeds. Three biological replicates of each tested tissue were prepared by harvesting samples from three different individuals. The samples were quickly frozen in liquid nitrogen and stored at -80°C until RNA isolation. A B. rapa landrace (Wuxianzangcaizi) was used for the heavy metal treatment. Healthy seeds of similar sizes were surface-sterilized, dried and then germinated in sterilized moist filter paper. The seeds were treated with fresh medium supplemented with 20 mL 15 mg/L CdCl2 or 50 mg/L Pb (NO3)2 [36]. Seeds treated with an equal amount of distilled water served as controls. Three replicates of 50 seeds were used for each treatment. The treatment and control seeds were cultured in darkness for 24 h at 22°C and then cultured during the photoperiod (16 h light /8 h dark cycle) for seven days. The shoots and roots from seedlings of similar sizes were harvested separately and washed three times with deionized water. The samples were frozen in liquid nitrogen until the RNA extraction.

Identification and analysis of glyoxalase proteins in B. rapa

Pfam (http://pfam.sanger.ac.uk/) accessions PF00903 for GLYI and PF00753 for GLYII were used for a Hidden Markov Model (HMM) search [34]. The whole genomic sequence of B. rapa was obtained from the Brassica database (BRAD, http://brassicadb.org/brad/) [35]. The GLYI and GLYII genes were extracted from the whole genomic sequence according to the descriptions provided by Wang et al. [37].

Analyses of chromosomal locations, gene structures, and gene duplications in the BrGLYI and BrGLYII genes

The genomic positions of the BrGLYI and BrGLYII genes on B. rapa chromosomes were analyzed using a BLASTn search. The BrGLYI and BrGLYII gene structures were analyzed using the Gene Structure Display Server Program (GSDS, http://gsds.cbi.pku.edu.cn/index.php) [38]. Duplication of BrGLYI and BrGLYII and their positions were compared between the Arabidopsis and B. rapa subgenomes as previously described [39].

Sequences analysis and construction of the phylogenetic tree

Clustal X software (ftp://ftp-igbrmc.u-strasbg.fr/pub/clustalX/) was used for amino acid (aa) alignments. Phylogenetic analysis was constructed with the MEGA 5.05 software using the neighbor-joining (NJ) method and 1,000 bootstrap tests [40].

Sub-cellular localization of the predicted GLYI proteins

The sub-cellular localizations of all predicted BrGLYI and BrGLYII proteins were analyzed using different online tools, i.e., Wolf pSORT [41], TargeP, and ChloroP [42].

Promoter sequence analysis

To analyze the regulatory elements in the BrGLYI and BrGLYII promoters, the 1.5 kb 5’-upstream sequences from the ATG initiation code were obtained from BRAD, and analyzed using PlantCARE databases (http://bioinformatics.psb.ugent.be/webtools/plantcare/html/) [40, 43].

Gene expression analysis

The BrGLY expression in root, stem, leaf, flower and silique tissues from 7-week-old and callus Chinese cabbage (Chiifu-401-42) were analyzed using the transcriptomes data online (http://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE43245) [44]. The data were used to generate a heatmap using the Heat map Illustrator (HemI, http://hemi.biocuckoo.org/down.php) package [45]. To reveal the response of the BrGLY genes to biotic stress in Chinese cabbage, the expression of all BrGLYI and BrGLYII genes in response to pathogen infection was analyzed using the reported RNA-seq data (http://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE74044) [46]. The raw data obtained using the tag-based transcriptome sequencing approach were used to confirm the response of the BrGLY genes to the heavy metal stress, which was accessible through the GEO database (http://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE55264) [47].

RT-qPCR analyses

Total RNA was isolated using an isolation kit (BioTeke, RP3201). The cDNA was synthesized using a synthesis kit (TransGen Biotech), and the RT-qPCR was carried out as descried by Li et al. [39]. The relative expression of BrGLY was analyzed with the Actin as a housekeeping gene using a previously described method [48]. The specific primers designed are listed in

Results

Identification of the GLYI/GLYII genes in B. rapa

According to B. rapa genome sequence, we identified the GLY proteins in B. rapa. Proteins that contained the glyoxalase domain (Pfam databases, PF00903) and had a putative lactoylglutathione lyase function were classified as BrGLYI proteins. Likewise, proteins that contained the metallo-beta-lactamase domain (Pfam databases, PF00753) and had a putative hydroxyacyl glutathione hydrolase function were classified as BrGLYII proteins. In B. rapa, 16 BrGLYI and 15 BrGLYII genes were identified. The coding sequences and amino acid sequences of BrGLY genes were shown in S2 and S3 Tables.

Detailed information for the identified BrGLYI and BrGLYII genes

We analyzed all the identified BrGLYI and BrGLYII genes in detail. The chromosomal locations, orientation, DNA length, exons and introns, coding DNA sequence (CDS) length, polypeptide (PP) length and isoelectric point (pI) of each BrGLY gene are shown in The full DNA sequence length of BrGLYI varied from 555 bp (BrGLYI8) to 8430 bp (BrGLYI6), and their CDS length varied from 414 bp (BrGLYI2 and BrGLYI13) to 3393 bp (BrGLYI6). Accordingly, BrGLYI6 encodes the largest protein of the family (1131 aa, 125.1 kDa), and BrGLYI2 and BrGLYI13 encode the smallest protein (137 aa, 15.24 kDa) (). In addition, the proteins showed a large variation in pI value from 4.78 (BrGLYI8) to 8.59 (BrGLYI6). Most of the BrGLYI proteins were acidic, and only four proteins (i.e., BrGLYI2, BrGLYI4, BrGLYI5 and BrGLYI6) showed a basic pI value (). Most of the BrGLYI proteins were localized in the chloroplast, followed by the cytosol, nucleus and mitochondria (). Abbreviations: CDS: coding DNA sequence, PP: polypeptide length, MW: molecular weight, PI: isoelectric point, bp: base pair, aa: amino acid, kDa: kilodalton, Ch: chloroplast, Cy: cytosol, Mt: mitochondria, Nu: nucleus a Localization prediction by pSORT (http://www.genscript.com/wolf-psort.html) b Localization prediction by TargetP 1.1 Server (http://www.cbs.dtu.dk/services/TargetP/) c Chloroplast localization signal confirmed by ChloroP (http://www.cbs.dtu.dk/services/ChloroP/) Similarly, the full DNA sequence length of BrGLYII varied from 1433 bp (BrGLYII8) to 4835 bp (BrGLYII12), and the CDS length of BrGLYII varies from 729 bp (BrGLYII13) to 2724 bp (BrGLYII11) (). The largest protein (908 aa, 100.1 KDa) of the BrGLYII family is encoded by BrGLYII11, and the smallest protein is BrGLYII13 (243 aa, 26.4 kDa) (). BrGLYII proteins also showed a deviation in pI values, which varied from 5.14 (BrGLYII12) to 8.86 (BrGLYII4). Overall, 10 of the 15 BrGLYII proteins showed an acidic pI value, while only five showed a basic pI value. These results are similar to those obtained for the BrGLYI proteins. The localization analysis indicated that BrGLYII proteins localized more in the mitochondria than at the other sites, such as the chloroplast, cytosol and nucleus ().

Chromosomal distribution of the BrGLYI and BrGLYII genes

shows the distribution of the BrGLY genes on B. rapa chromosomes. Regarding the chromosomal distribution of the BrGLYI genes, 16 genes are located on eight different chromosomes, which is highly uneven (). Chromosome 6 harbored the most BrGLYI genes (four BrGLYI genes). Chromosome 9 contained three BrGLYI genes, which is ranked second. Two BrGLYI genes are located on chromosomes 7, 8, and 10, and one BrGLYI gene is located on chromosomes 2, 3, and 5 (). No BrGLYI genes were found on chromosomes 1 and 4. Regarding the BrGLYII genes, there were three genes on chromosomes 5 and 6. Two genes were identified on chromosomes 1, 3 and 9, while chromosomes 2, 4, and 8 harbored one BrGLYII gene each (). No BrGLYII genes were present on chromosomes 7 and 10. The positions of the Duplicated glyoxalase genes are connected by black lines between the two relevant chromosomes. The scale is in megabase (Mb). The exact position (Mb) of each glyoxalase gene is shown on the chromosomes. Chromosome numbers are shown at the bottom of each bar. Duplication events have been previously studied in most plant species. Among the BrGLYI proteins, nine duplicated genes, which shared relatively high sequence similarities (aa identity >90%), were identified in the B. rapa genome (, ). Three of the duplicated genes were categorized into one group (BrGLYI10/BrGLYI12/BrGLYI7) that exhibited a high sequence similarity (>95%). The other six duplicated genes were divided into three groups (BrGLYI15/BrGLYI14, BrGLYI4/BrGLYI13, BrGLYI2), each of which contained only two duplicated genes. Three duplicated genes were located on chromosome 9, and two of these duplicated genes were distributed on chromosomes 6 and 10. Chromosomes 3 and 8 had one duplicated gene (). There are seven duplicated BrGLYII genes in the B. rapa genome. The duplicated genes were divided into three groups, and the aa similarity of the genes in a group was above 95%. One gene group contained three genes (BrGLYII7/BrGLYII6/BrGLYII5), and the other two groups contained two genes (BrGLYII13/BrGLYII10, BrGLYII8/BrGLYII4). Chromosome 3 had two duplicated genes, and chromosomes 4, 5, 6 and 8 contained one duplicated gene (). Additionally, by comparing the GLYI and GLYII genes between Arabidopsis and the B. rapa subgenomes, we found that there are seven BrGLYI genes in least fractionated blocks (LF), four BrGLYI genes are located in the medium fractionated blocks (MF1), and two BrGLYI genes are located in the most fractionated blocks (MF2) (). Two of the BrGLYII genes are located in the LF and MF2 blocks, and one gene is distributed in the MF1 blocks (). In addition, only one gene, the AtGLYI4 gene, is triplicated; three genes, including AtGLYI1, AtGLYI11 and AtGLYII, are duplicated in the subgenome of B. rapa (). There are no Arabidopsis genes that are homologous to BrGLYI3, BrGLYI6 and BrGLYI14. a, conserved collinear block b, the least fractionated blocks of B. rapa subgenome c, the medium fractionated blocks d, the most fractionated blocks.

Phylogenetic and structure analyses of the BrGLYI and BrGLYII gene families

The gene structure analysis of the BrGLYI and BrGLYII indicated that the BrGLY genes had one to 23 introns except BrGLYI8 (). BrGLYI13 and BrGLYI14 only contained one intron. BrGLYI2 gene had the largest number of introns. The BrGLYII genes also contained varied numbers of introns; for example, eighteen introns were identified in BrGLYII1, and four introns were predicted in BrGLYII2. As shown in Fig 2, the GLY proteins that clustered together possess a similar structure.
Fig 2

Gene structure and phylogenetic relationship of BrGLYI and BrGLYII.

(A) BrGLYI, (B) BrGLYII proteins. An unrooted tree was generated using the Neighbor-Joining method with 1,000 bootstrap by MEGA5.05 software using the full-length amino acid sequences of the sixteen BrGLYI and fifteen BrGLYII proteins. CDS and amino acid sequences of BrGLYI and BrGLYII are listed in S2 and S3 Tables.

Gene structure and phylogenetic relationship of BrGLYI and BrGLYII.

(A) BrGLYI, (B) BrGLYII proteins. An unrooted tree was generated using the Neighbor-Joining method with 1,000 bootstrap by MEGA5.05 software using the full-length amino acid sequences of the sixteen BrGLYI and fifteen BrGLYII proteins. CDS and amino acid sequences of BrGLYI and BrGLYII are listed in S2 and S3 Tables. To examine the evolutionary relationships of the GLY genes among the predicted GLY proteins in Chinese cabbage, Arabidopsis and rice, a phylogenetic tree was drawn using their aa sequences. The results indicated that the GLYI and GLYII proteins were divided into five subfamilies (). Among the GLYI proteins, the largest clade (Clade I) contained 15 members, whereas the smallest group (Clade IV) contained only two members from Arabidopsis (). The results indicated that the homology between BrGLYI and OsGLYI was much lower than that between BrGLYI and AtGLYI (). Clade I included six members of B. rapa, whereas four proteins were from Arabidopsis and five proteins were from rice. In this group, AtGLYI4 transcription can be induced by osmotic, extreme temperature and wounding stress. Furthermore, AtGLYI7 is highly up-regulated under salt, osmotic, extreme temperature and wounding stress [34]. Three BrGLYI proteins (BrGLYI7, BrGLYI10 and BrGLYI12) in Chinese cabbage had a high sequence similarity with AtGLYI4. BrGLYI1 showed a high similarity to AtGLYI7. We hypothesized that the similar BrGLYI proteins may play similar roles in the stress response. Group II contained one GLYI protein each in rice and Arabidopsis and two proteins in Chinese cabbage. Group III contained four BrGLYI proteins in Chinese cabbage. The functions of the proteins in this group may be related to salt stress because the OsGLYI 11 protein in this group improved the transgenic tobacco adaptation to lower Na+/K+ ratio stress [7]. Group IV only included two Arabidopsis proteins, i.e., the AtGLY5 and AtGLY10 proteins. Three BrGLYI proteins from Chinese cabbage, two GLYI proteins from rice and one protein from Arabidopsis belonged to Group V. OsGLYI3 in this group was found to be stress responsive (salinity stress, oxidative stress, and exogenous MG) in rice, which indicated its possible function in stress tolerance [34].

Phylogenetic relationships of GLYI and GLYII from various plant species.

A phylogenetic tree based on the multiple alignments of the GLYI and GLYII amino acid sequences was constructed using MEGA 5.05 software with the Neighbor-Joining method. Bootstrap support from 1,000 reiterations is indicated above the branches. “Br”, “At” and “Os” refer to the GLYI and GLYII proteins in B. rapa, A. thaliana and O sativa (only the first splice variants were considered in the case of multiple members), respectively. Similarly, the GLYII proteins formed five distinct clades (). Two BrGLYII proteins were clustered in groups III and IV, three BrGLYII proteins were classified in group V, and only one BrGLYII protein, BrGLYII9, was in Group II, whereas group I included six BrGLYII proteins (). A phylogenetic relationship analysis revealed that GLYI and GLYII shared a closer relationship at the interspecific level, such as BrGLYI1, BjGLYI and BnGLYI. In addition, the proteins in Chinese cabbage showed a much closer evolutionary distance to Arabidopsis than rice; for example, BrGLYII9 displayed a closer relationship to AtGLYII5 than to OsGLYII (). To further analyze the protein sequence features of BrGLYI and BrGLYII, the conserved motifs of each protein were also identified using MEME (). We found that most proteins in the same group had similar motifs, and the LOGOs of these protein motifs were obtained by MEME ().

Expression profiles of BrGLYI and BrGLYII in different tissues

The transcription level of the BrGLYI and BrGLYII genes was analyzed using genome-wide transcription profiling data of Chinese cabbage (B. rapa). The expression data in roots, stems, leaves, flowers, siliques and callus were supplied. The Fragments Per Kilo base of exon sper Million fragments mapped (FPKM) values of the BrGLY gene are shown in and .

Expression profiles of the BrGLY genes using hierarchical clustering across various tissues.

(A) The expression profiles of the BrGLYI genes; (B) The expression profiles of the BrGLYII genes. Note: The black color indicates that the gene was not detected in the tissue. The data was obtained from GEO database (http://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE43245). The expression clustering clearly reveals that the BrGLYI and BrGLYII genes were classified into different groups (). By comparing the expression clustering data with the phylogeny analysis, we found that there was no direct correlation between the gene evolution and expression profiles. BrGLYI3, BrGLYI5, BrGLYI9, BrGLYI11, BrGLYI14 and BrGLYI15 showed a high level of ubiquitous expression during all developmental stages. Of the 16 BrGLYI genes, only the expression of BrGLYI4 was undetectable during the six stages. BrGLYI13 showed a very faint expression in siliques, whereas BrGLYI8 showed a very faint expression in flowers and siliques. BrGLYI6 showed a weak expression during all developmental stages, except for callus. Certain genes showed tissue-specific expression; for example, BrGLYI12 was a root-specific gene. The expression of the other BrGLYI genes showed variable expression levels across different tissues. In contrast, the BrGLYII genes were all expressed in the six organs with variable expression levels; However, BrGLYII3, BrGLYII14 and BrGLYII15 were weakly expressed, and BrGLYII1, BrGLYII4 and BrGLYII7 showed a low expression level during all development stages (). To determine the expression patterns of the BrGLYI and BrGLYII genes obtained from the GEO data, we performed a RT-qPCR analysis of several genes from seven different organs (roots, stems, leaves, flower bud, siliques, silique wall and seeds) of B. rapa. After verifying the specificity for each primer pair, suitable RT-qPCR primer pairs for a total of 11 BrGLYI genes and 5 BrGLYII genes were selected (). The expression of the other genes was not detected due to the unspecific primer design. The PCR products amplified ranged from 80 to 250 bp (). According to the data, the expression pattern of the different BrGLYI and BrGLYII genes varied among the tissues (). The expression of BrGLYI4 was undetected, and the BrGLYI8 and BrGLYI6 genes were faintly expressed, which was consistent with the GEO data (). BrGLYI9 appeared to be expressed only in the root and stem, and BrGLYI15 showed a lower expression level in the root. In addition, the expression of several genes could not be detected in certain tissues, e.g., the expression of BrGLYI1, BrGLYI2 and BrGLYI6 was not detected in the root (). The above-mentioned results were consistent with the GEO data. The expression patterns of BrGLYI2, BrGLYI3, BrGLYI9, BrGLYI11 and BrGLYI14 were similar to the GEO data ( and ). However, several genes showed a lower or higher expression level in specific tissues, which was inconsistent with the GEO data. For example, BrGLYI6 and BrGLYI11 showed particularly high expression levels in the siliques, and BrGLYI9 was strongly expressed in the silique wall; BrGLYI5 and BrGLYII2 were highly expressed in the root. BrGLYI8 and BrGLYI11 were much more highly expressed in the flower buds ( and ). Furthermore, the expression of BrGLYI12 was obviously inconsistent with the public data due to its constitutive expression ( and ).

Relative expressions of the BrGLYI genes in different tissues of B. rapa confirmed by RT-qPCR.

The normalized relative quantity in the seed was set as “1”. If the gene did not express in the seed, the expression level of in the stem was set at “1”.

Expression analysis of the BrGLY genes under stress conditions

To reveal the response of the glyoxalase genes to biotic and abiotic stresses in Chinese cabbage, the expression of all BrGLYI and BrGLYII genes in response to stress conditions (including P. brassicae infection and FeD, ZnD, ZnE and CdE stress) were analyzed using the publicly available data regarding GSE74044 and GSE55264 in the GEO database. Among all BrGLY genes, 14 BrGLYI and BrGLYII genes were analyzed after P. brassicae infection, and 10 BrGLYI and 11 BrGLYII genes were analyzed under heavy metal stress. Different BrGLY genes showed diverse expression levels under these stresses ().

Expression of the BrGLYI genes in response to P. brassicae infection.

Relative expression data of available BrGLYI (a, b) and BrGLYII (c, d) genes under heavy metal stresses and P. brassicae infection were obtained from the National Center for Biotechnology Information GEO database (http://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE74044). Expression data is presented as fold-change by comparing with the corresponding samples under control conditions. a and c show the relative expression level at 12, 72, and 96 hours after inoculation (hai) in the near-isogenic lines (NILs) of the clubroot-resistant line of Chinese cabbage (B. rapa), while b and d show the expression level in the clubroot-susceptible line.

The relative expression levels of the BrGLY genes in response to heavy metal treatment.

The raw data were obtained through GEO series accession number GSE55264 (http://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE55264). The gene expression level changes under Zinc deficiency (ZnD), iron deficiency (FeD), excess Zn (ZnE) and cadmium exposure (CdE) compared to the normal condition were analyzed. (a) The BrGLYI gene expression level, (b) The BrGLYII gene expression level. The BrGLYI genes in the two different lines showed relatively similar expression patterns (). In the clubroot-resistant line, four, five and seven BrGLYI genes showed an up-regulation at 12 hai, 72 hai and 96 hai after the P. brassicae infection, respectively. Among the up-regulated genes, the expression of BrGLYI1, BrGLYI11 and BrGLYI16 was up-regulated by more than 1.5-fold compared with their corresponding expression under the control condition. In the clubroot-susceptible line, four, five and seven BrGLYI genes showed an up-regulation at 12 hai, 72 hai and 96 hai after the P. brassicae infection, respectively. BrGLYI1, BrGLYI6, BrGLYI11 and BrGLYI16 were up-regulated by more than 1.5-fold at different infection times. Most interestingly, the BrGLYI2 gene was down-regulated in the clubroot-resistant line; however, it was up-regulated in the clubroot-susceptible line. In the case of BrGLYII, ten, eight and nine BrGLYII genes were induced in the clubroot-resistant line, while six, seven and seven BrGLYII genes were induced in the clubroot-susceptible line at 12 hai, 72 hai and 96 hai, respectively (). BrGLYII8 and BrGLYII10 were highly expressed after P. brassicae infection at 72 hai in both lines. BrGLYII13 was more highly induced in the resistant line than susceptible line at 12 hai. Moreover, the expression of BrGLYII15 was up-regulated in the resistant line; however, it was down-regulated in the susceptible line. The expression of several BrGLYI genes was induced under the heavy metal stress conditions. FeD causes seven BrGLYI genes to become up-regulated and two BrGLYI genes to become down-regulated. Two BrGLYI genes were induced and four BrGLYI genes were down-regulated under the ZnD condition. Six BrGLYI genes were induced and four BrGLYI genes were down-regulated under the ZnE condition. The expression level of two BrGLYI genes increased and that of eight BrGLYI genes decreased under the CdE condition. Among these genes, BrGLYI1 was induced by more than 2-fold under the ZnD condition, whereas BrGLYI13 was induced by more than 1.5-fold under the ZnE condition. BrGLYI15 was significantly induced under the FeD condition (). By analyzing the response of the BrGLYII genes to the heavy metal stress, we found that the expression of BrGLYII5, BrGLYII10 and BrGLYII13 was significantly up-regulated (over 1.5-fold) under the FeD condition. BrGLYII4, BrGLYII5, BrGLYII9, BrGLYII10 and BrGLYII13 showed an up-regulation under the ZnD stress condition, whereas BrGLYII5 showed a significant up-regulation under the ZnE stress condition. BrGLYII11 was induced by approximately 1.5-fold under the CdE stress condition. These results illustrate the diverse responses of different BrGLY genes in the stress regulatory pathways in Chinese cabbage. Among the BrGLYII gene members, BrGLYII5 was induced under the FeD, ZnD and ZnE stress conditions, which suggested that it may play a crucial role in heavy metal stress and its function requires further validation (). To verify the response of the glyoxalase genes to heavy metals, RT-qPCR was performed to validate the nine candidate BrGLYI genes (BrGLYI-1, 2, 3, 4, 5, 6, 8, 11, 15 and 16) under the Pb and Cd treatment conditions (). In the shoot, BrGLYI8 were significantly up-regulated under the Cd condition and were approximately 1.8-fold higher than the expression under the control condition. The expression of BrGLYI11 had no significant change under the Cd stress condition. Moreover, the expression of BrGLYI3 and BrGLYI6 showed significant increase under the Pb treatment compared with that in the control. Most interestingly, although the expression of BrGLYI1 was almost undetected under the control conditions, its expression level was significantly induced under the Pb treatment conditions. In addition, the expression of BrGLYI16 showed no significant difference under Cd and Pb treatments compared with control. In the root, BrGLYI1, BrGLYI6 and BrGLYI8 showed a significant up-regulation in response to Pb stress, and the expression level of BrGLYI11 did not show any change under the Pb stress condition. However, the other BrGLYI genes were clearly suppressed under the stress conditions (). These results indicated that BrGLYI1, BrGLYI6, BrGLYI8, BrGLYI11 and BrGLYI16 may play an important role in heavy metal resistance.

RT-qPCR assay of the expression of the representative BrGLYI under Cd and Pb treatments.

The y-axis indicates the relative gene expression; the x-axis indicates the different treatments under the control (CK), Cd and Pb conditions.

Analysis of the regulatory elements in the BrGLY promoter

The cis-acting elements in promoter regions are known as regulation of gene transcription and their response to stress. Therefore, an analysis of 19 stress-responsive cis-acting elements in each BrGLY gene promoter was performed using PlantCARE database [40, 43], including ABRE, ACE, AE-box, AuxRR-core etc. (). All these elements played a critical role in regulating gene transcription induced by various biological processes, such as biotic and abiotic stress responses, developmental processes, etc. Thus, the preliminary analyses of these elements will be helpful for understanding the gene, responses to different stresses [49, 50]. These elements are distributed randomly in the BrGLY promoter sequences (including both positive and negative strands) without following a particular rule (). Among the BrGLYI genes, the BrGLYI12 promoter only has eight elements, while BrGLYI2 and BrGLYI13 have the maximum number of cis-elements (21 elements). Among the BrGLYII members, BrGLYII12 has a maximum of 28 elements, while BrGLYII2 has only eight cis elements. Almost every promoter region in the BrGLY genes contained ARE, Skn-1_motif and TGACG motif. Although the relationship between these elements and the responses of the genes under stress conditions requires further experimental investigation, our analysis results suggested that the BrGLY genes had a certain stress-responsive characteristic.

The promoter analysis in the BrGLY genes.

Different elements are expressed by different color symbols and placed on the promoter according to their relative position. Symbols that are presented above the line indicate the elements at the forward strand, while those below indicate the reverse strand. The ABA-responsive element (ABRE), light response cis-acting element (ACE), light response module (AE-box), auxin responsive element (AuxRR-core), anaerobic induction element (ARE), fungal elicitor responsive element (BOX-W1), ethylene responsive element (ERE), gibberellin-responsive element (GARE), heat shock element (HSE), jasmonate and elicitor responsive element (JERE), low temperature responsive element (LTR), MYB-binding site (MBS), endosperm expression required element (Skn-1_motif), defense and stress responsive element (TC-rich repeat), salicylic acid responsive element (TCA), Methyl jasmonate-responsive element (TGACG motif), element conferring high transcription level (5’ UTR Py-rich stretch), and wounding and pathogen responsive elements (WUN-motif) were analyzed.

Discussion

The genus Brassica is one of the most significant genera and is grown because its seeds, oil and vegetables have high nutritional value and include nutrients such as iron, vitamins, phytosterols and fiber [51]. The genus Brassica comprises six crop species. Among them, B. rapa (AA), B. nigra (BB), and B. oleracea (CC) were the ancestors of the three amphidiploid species B. napus (AC), B. juncea (AB) and B. carinata (BC) [52]. Chinese cabbage (B. rapa subsp. pekinensis), which is a type of B. rapa, is one of the most important vegetable crops in the world. The ‘A’ genome of B. rapa is valuable for gaining a better understanding of the genetic evolution of Brassica and expediting the genetic improvement of Brassica crops. Recently, many genomes of crop species, including B. rapa, have been sequenced, and the data have been released. Furthermore, bioinformatics analyses have developed rapidly. Therefore, we have the ability to identify large gene families in these species systematically. MG is a cytotoxic metabolite generated from carbohydrate and lipid metabolism [1]. Previous reports have indicated that the level of MG increases when plants encounter various abiotic stresses [53]. The glyoxalase system, which contains GLYI and GLYII, can detoxify MG into D-lactate. The glyoxalase activity can be up-regulated under stress conditions, which reduces MG accumulation and protects plants from MG damage to a certain extent [10, 16, 26, 53–55]. Therefore, the two genes are suggested to be important candidate genes for improving plant tolerance by gene engineering. Recently, a genome-wide identification of the GLY gene has been performed preliminary in Arabidopsis and rice [34]. The analysis was also completed in soybean (Glycine max) and the results illustrate their developmental and stress specific responses [40]. However, the two gene families have not been analyzed in any other plant, including Brassica plants. In our study, GLY gene families in Chinese cabbage were identified at the genome level. The chromosomal location, gene structure, protein localization, protein motifs and expression patterns were then analyzed. In this study, we found 16 BrGLYI and 15 BrGLYII genes in Chinese cabbage. In a previous report, Arabidopsis and rice were shown to contain 11 GLYI genes and five and three GLYII genes [34], respectively. The number of GLY genes was lager in B. rapa than that in Arabidopsis, particularly the GLYII gene. Moreover, AtGLYI10 did not have homologous genes in the three B. rapa subgenomes, and one BrGLYI and nine BrGLYII genes did not show homology to the AtGLYI genes. Therefore, the processes of polyploid evolution are likely accompanied by gene mutations and losses in addition to duplications or triplications. The glyoxalase system is located in cellular organelles and cytoplasm. The widespread distribution of the GLY protein in living organisms indicates that it fulfills a function that is important to biological life. Previous studies suggested that the glyoxalase enzymes play a crucial role in tissue proliferation, cell division and malignancy [56-58]. In higher plants, GLYI activity was reported to be related to the cell division in pea, a Datura callus suspension and Brassica [16, 17]. Subsequently, the effects of GLYI on cell division and hormone levels were confirmed in soybean cell-suspension cultures [59]. In our study, we found that the expression of the five BrGLYI genes (BrGLYI1, BrGLYI7, BrGLYI10, BrGLYI14 and BrGLYI15) in callus was much higher than that in the other tissues (FPKM > 200); however, BrGLYII did not show a similar expression pattern in callus. These results indicated that BrGLYI may play an important regulatory role in cell division as previously reported; however, its precise regulatory mechanism in cell division remains unclear and requires further study. To investigate the response of the glyoxalase genes to various abiotic stress factors at the transcription level, the expression patterns of the BrGLYI and BrGLYII genes were analyzed using publicly available expression data and RT-qPCR. The expression of BrGLYI4 was undetected. It may be that BrGLYI4 had no expression or had spatial and temporal expression patterns. BrGLYI8 and BrGLYI6 expressed faintly; however, they were up-regulated under the Pb and Cd treatments. The two genes were selected to further study their functions. Several genes showed a high expression in specific tissues, such as the expression of BrGLYI6 in siliques and that of BrGLYI9 in silique walls. The abundant transcription of a gene in a specific organ usually suggests that the gene may play an important role in the development of the corresponding tissue. Many genes were highly expressed in more than one tissue and some genes were constitutively expressed in all the seven tissues, such as BrGLYII12 and BrGLYII14. These genes may be required for development throughout the whole life. Moreover, the expression patterns of several BrGLY genes were inconsistent between the RT-qPCR and GEO data, such as the pattern for BrGLYII2. The possible reasons may be as follows: first, the plant materials were not sampled at precisely the same time, and some genes showed spatial and temporal expression patterns, and, second, the GEO data may not be specific to a gene because highly homologous genes might be difficult to distinguish. The expression analysis of the GLY genes under the biotic and abiotic stress conditions showed that several GLY genes were stress responsive. BrGLYI1, BrGLYI2, BrGLYI6, BrGLYI11 and BrGLYI16 were up-regulated by more than 1.5-fold at different times when infected by P. brassicae in both the clubroot-resistant and clubroot-susceptible lines. Moreover, BrGLYII8 and BrGLYII10 were expressed at a high level after P. brassicae infection in both lines. Previous studies also showed that the GLYI genes were induced by pathogenic microorganism [9, 60, 61]. Thus, glyoxalases may play a crucial role in defending plants against infection by pathogens [21, 62, 63], and their function in plant disease resistance requires further investigation. In addition, BrGLYI1 was significantly up-regulated under the ZnD condition, BrGLYI13 was induced under the ZnE condition, and BrGLYI15 was significantly induced under the FeD condition. Moreover, BrGLYII5 was the most stress-inducible gene and was induced under the FeD, ZnD and ZnE stress conditions. The RT-qPCR analysis indicated that BrGLYI1, BrGLYI3, BrGLYI6 and BrGLYI8 were up-regulated under the Cd and Pb treatment conditions. In summary, using different Chinese cabbage varieties, we found that BrGLYI6 and BrGLYI1 may play an important role in tolerance to clubroot disease and heavy metal stress. The results will facilitate further functional exploration of these candidate genes in stress tolerance. Moreover, many studies have confirmed that the glyoxalase pathway plays an important role in stress tolerance. In plants, previous reports have shown that transgenic plants overexpressing the GLYI genes have an improved tolerance to stress. Transgenic tobacco and V. mungo overexpressing GLYI from B. juncea had a high salt tolerance [3, 23]. Tobacco transgenically overexpressing GLYI and GLYII showed an enhanced tolerance to salinity and MG stress compared to that in wild type plants. Furthermore, when GLYI from rice, wheat, and sugar beet was expressed in tobacco, the transgenic tobacco showed an increased tolerance to salinity, heavy metal and MG stress [7, 9, 28]. Recently, we found that BnGLYI-3 transgenic yeast cells enhanced their tolerance to extreme temperature stress [2]. Jain et al. have found that the overexpression of AtGLYI2, AtGLYI3 and AtGLYI6 in Escherichia coli provides multi-stress tolerance (including salinity, exogenous MG, oxidative, mannitol and heat stress) [64]. Thus, the glyoxalase pathway is directly related to stress resistance in plant. In our study, certain BrGLY genes shared a high similarity with previously reported genes, and we speculated that these genes may have a similar function in Arabidopsis; for example, BrGLYI5 shared approximately 87% identity with ATGLYI2 and BnGLYI-3. Similarly, BrGLYI11 and BrGLYI9 showed 93% and 87% identity with ATGLYI3 and ATGLYI6. In addition, further investigations should explore the mechanism of the response of the glyoxalase pathway to stress tolerance in plants to generate more stress-tolerant varieties using molecular approaches.

Conclusion

We conducted a comprehensive analysis of glyoxalase gene families (BrGLYI and BrGLYII) in Chinese cabbage and then characterized 16 BrGLYI and 15 BrGLYII genes based on a genome wide sequence analysis. Detailed information, including chromosomal distribution, gene structure, duplication, phylogenetic relationships, conserved motifs, promoter cis-elements and the expression profiling in different organs and under biotic and abiotic stress conditions, was predicted and analyzed. Based on the phylogenetic analysis, the presence of conserved motifs and their corresponding expression, we provided insight into the possible function of these gene families in plant development and responses to specific stresses (pathogen infection and heavy metal stress). Our data shed light on the selection of candidate genes for stress tolerance and lay the foundation for further functional investigation on the Glyoxalase genes. Conserved protein motif in (A) BrGLYI and (B) BrGLYII. (DOCX) Click here for additional data file.

Logos of Chinese cabbage BrGLYI and BrGLYII protein motifs.

The height of a letter indicates its relative frequency at the given position. (A) BrGLYI; (B) BrGLYII. (DOCX) Click here for additional data file.

Specific primers used in the RT-qPCR analysis.

(DOCX) Click here for additional data file.

The coding sequences of BrGLY genes in B. rapa.

(DOCX) Click here for additional data file.

The amino acid sequences of BrGLY genes in B. rapa.

(DOCX) Click here for additional data file.

Percentage of similarities among all BrGLYI proteins in Chinese cabbage.

(DOCX) Click here for additional data file.

Pairwise similarities among paralogous pairs of BrGLYII proteins in B. rapa.

(DOCX) Click here for additional data file.

Tissue-specific expression of BrGLYI and BrGLYII family genes a.

(DOCX) Click here for additional data file.
Table 1

Summary of the known functions of the GLYI / GLYII genes using a transgenic approach.

SpeciesGene nameAccessionnumberHostFunctionsReference
Sugar beetGLYIgi15220397TobaccoTolerance to MG, salt, mannitol and H2O2[28]
B. junceaGLYIY13239TobaccoTolerance to MG and salt[3, 22]
B. junceaGLYIY13239BlackgramAlleviation of salt stress[23]
B. junceaGLYIY13239ArabidopsisSalinity tolerance[29]
B. junceaGLYIY13239RiceSalinity tolerance[30]
WheatGLYIES451795TobaccoTolerance to Heavy metals[9]
B. napusGLYIKT720495YeastThermotolerance and cold tolerance[2]
RiceGLYIAK108253Ricetolerance to NaCl, ZnCl2 and mannitol[31]
RiceGLYIIAY054407TobaccoSalinity tolerance[22]
RiceGLYIIAY054407riceTolerance against MG and salt[24]
A. thalianaGLYIIAT2g43430A. thalianaTolerance against Anoxia, salt stress[27]
B. juncea and RiceBjGLYI, OsGLYIIY13239, AY054407TobaccoHeavy metals and salinity tolerance[26]
B. juncea, and P. glaucumBjGLYI, PgGLYIIY13239, AF508863.1Carrizo CitrangeSalinity tolerance[32]
B. juncea, and P. glaucumBjGLYI, PgGLYIIY13239, AF508863.1TomatoSalinity tolerance[33]
Table 2

List of putative BrGLYI and BrGLYII genes along with gene and protein detailed information.

GenesymbolLocationLocusidentifierGeneStart (bp)Gene Stop(bp)StrandDNA Length(bp)No. ofIntronsCDSlength (bp)PP length (aa)MW (kDa)pILocalization
BrGLYΙ1A02Bra0084911495877914959587-809250416718.795.82Cha, Nua, Cyb
BrGLYΙ2A03Bra00683552725395273434+896358219321.88.46Cha, Mtab
BrGLYΙ3A05Bra00561265303096531239-931341413715.245.47Nua, Cyb
BrGLYΙ4A06Bra01869225964012597542-1142351617119.277.94Chab
BrGLYΙ5A06Bra01865428056212807386+1766771423826.78.37Chabc, Mtb
BrGLYΙ6A06Bra01983041212494129678+84302333931131125.18.59Cyab
BrGLYΙ7A06Bra02613856153675616250+884252517419.785.69Cha, Nua, Cyb
BrGLYΙ8A07Bra0119501326771713268271+555055518420.894.78Cya, Nub
BrGLYΙ9A07Bra0042142074811220749979-18688102634238.06.21Cya, Chbc
BrGLYΙ10A08Bra0166621869813618699063-928252517419.815.89Cha, Cyb
BrGLYΙ11A08Bra0168111930978719311275-1489785228431.95.26Cha, Nua, Cyb
BrGLYΙ12A09Bra0267683537060235371857-1256250416718.946.87Cha, Cyb
BrGLYΙ13A09Bra0315893743603237436826+795241413715.395.85Cha, Cyb
BrGLYΙ14A09Bra0324153773143137732580+11501108336139.35.07Chabc, Cyb
BrGLYΙ15A10Bra015511847827849238+14121133244448.95.60Chab, Cyb
BrGLYΙ16A10Bra00276777879427788921-980358819522.056.48Mtab
BrGLYII1A01Bra01145421030792107882-480418190563571.56.10Cyab
BrGLYII2A01Bra0314601710137117103984-26144208569577.65.81Nua, Mta, Cyab
BrGLYII3A02Bra0266371972268019725677+299812184861668.36.76Cya
BrGLYII4A03Bra02283673423117344180+1870798432836.18.86Chac, Mtb
BrGLYII5A03Bra0003051046010010461894-1795686128731.77.81Nua, Mtab
BrGLYII6A04Bra0377151820570618207328-1623684628231.17.82Mtab, Cha
BrGLYII7A05Bra00476317173501719062-1713686128731.98.54Mtab, Cha,Nua
BrGLYII8A05Bra01825269555166956948-1433686428831.76.27Mtab
BrGLYII9A05Bra0298722264616922647629+1461677725828.75.66Cyab
BrGLYII10A06Bra039681572872574388+1517673524526.75.80Mtab
BrGLYII11A06Bra0386291486948814874010+4523152724908100.18.53Chabc, Nub
BrGLYII12A06Bra0097121731632017321154+483516222074082.05.14Cha, Cyab
BrGLYII13A08Bra030931898468900230+1763772924326.46.14Nuab, Cyb, Mtb
BrGLYII14A09Bra0247572419706424199869-280611156652257.66.07Cha, Cyb
BrGLYII15A09Bra0324363782344237825415+1974798432835.76.89Chabc, Mtb

Abbreviations: CDS: coding DNA sequence, PP: polypeptide length, MW: molecular weight, PI: isoelectric point, bp: base pair, aa: amino acid, kDa: kilodalton, Ch: chloroplast, Cy: cytosol, Mt: mitochondria, Nu: nucleus

a Localization prediction by pSORT (http://www.genscript.com/wolf-psort.html)

b Localization prediction by TargetP 1.1 Server (http://www.cbs.dtu.dk/services/TargetP/)

c Chloroplast localization signal confirmed by ChloroP (http://www.cbs.dtu.dk/services/ChloroP/)

Table 3

Identification of homologous GLYI and GLYII genes between A. thaliana and subgenomes in B. rapa.

A. thalianaLocus identifierCCBaLFbMF1cMF2d
AtGLYI1AT1G07645ABrGLYI4BrGLYI13
AtGLYI2AT1G08110ABrGLYI5
AtGLYI3AT1G11840ABrGLYI11
AtGLYI4AT1G15380ABrGLYI7BrGLYI10BrGLYI12
AtGLYI5AT1G64185D
AtGLYI6AT1G67280EBrGLYI9
AtGLYI7AT1G80160EBrGLYI1
AtGLYI8AT2G28420IBrGLYI8
AtGLYI9AT2G32090JBrGLYI3
AtGLYI10AT5G41650S
AtGLYI11AT5G57040WbBrGLYI16BrGLYI2
AtGLY12AT1G06570ABrGLYI15BrGLYI14
AtGLYII1AT1G06130ABrGLYII15
AtGLYII2AT1G53580CBrGLYII10BrGLYII13
AtGLYII3AT2G31350JBrGLYII8BrGLYII4
AtGLYII4AT3G10850FBrGLYII9

a, conserved collinear block

b, the least fractionated blocks of B. rapa subgenome

c, the medium fractionated blocks

d, the most fractionated blocks.

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10.  Transcriptome Analysis of Brassica rapa Near-Isogenic Lines Carrying Clubroot-Resistant and -Susceptible Alleles in Response to Plasmodiophora brassicae during Early Infection.

Authors:  Jingjing Chen; Wenxing Pang; Bing Chen; Chunyu Zhang; Zhongyun Piao
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