Next Article in Journal
An Updated Review on Developing Small Molecule Kinase Inhibitors Using Computer-Aided Drug Design Approaches
Next Article in Special Issue
Comparative Analysis of the Complete Mitochondrial Genomes of Apium graveolens and Apium leptophyllum Provide Insights into Evolution and Phylogeny Relationships
Previous Article in Journal
Use of Cells, Supplements, and Peptides as Therapeutic Strategies for Modulating Inflammation after Spinal Cord Injury: An Update
Previous Article in Special Issue
Effects of sgRNAs, Promoters, and Explants on the Gene Editing Efficiency of the CRISPR/Cas9 System in Chinese Kale
 
 
Font Type:
Arial Georgia Verdana
Font Size:
Aa Aa Aa
Line Spacing:
Column Width:
Background:
Article

Comparative Transcriptome Analysis of Purple and Green Flowering Chinese Cabbage and Functional Analyses of BrMYB114 Gene

1
Guangdong Key Laboratory for New Technology Research of Vegetables, Vegetable Research Institute, Guangdong Academy of Agricultural Sciences, Guangzhou 510642, China
2
College of Horticulture, South China Agricultural University, Guangzhou 510642, China
*
Authors to whom correspondence should be addressed.
These authors equally contributed to this work.
Int. J. Mol. Sci. 2023, 24(18), 13951; https://doi.org/10.3390/ijms241813951
Submission received: 15 August 2023 / Revised: 30 August 2023 / Accepted: 3 September 2023 / Published: 11 September 2023

Abstract

:
Flowering Chinese cabbage (Brassica rapa var. parachinensis) is one of the most popular vegetables in the south of China. As an antioxidant, anthocyanin is an important quality trait in vegetables, and the gene related to anthocyanin biosynthesis in purple flowering Chinese cabbage is also important. In this study, two flowering Chinese cabbage with extreme colors in the stem were used as materials for transcriptome analysis. RNA-seq analysis showed that 6811 differentially expressed genes (DEGs) were identified, including 295 transcription factors. Phenylpropanoid biosynthesis, flavone and flavanol biosynthesis, and flavonoid biosynthesis pathways were found to be significantly enriched in the purple flowering Chinese cabbage. A total of 25 DEGs associated with anthocyanin biosynthesis were found at a higher expression in purple flowering Chinese cabbage than in green flowering Chinese cabbage. Bioinformatics analysis shows that BrMYB114 is a candidate gene for the regulation of anthocyanin biosynthesis, and heterologous expression analysis of BrMYB114 in Nicotiana benthamiana indicates that BrMYB114 functions in anthocyanin biosynthesis. Therefore, our findings provide vital evidence for elucidating the molecular mechanism in the purple stem in flowering Chinese cabbage.

1. Introduction

Nutritious, low-cost vegetables are needed to meet consumer demands and improve human health. Flowering Chinese cabbage (Brassica rapa var. parachinensis), a Brassica plant, has a long history of cultivation and includes numerous germplasms with complex backgrounds. This plant has recently become a global crop due to its gradual introduction into Southeast Asia, Europe, and the Americas [1]. Many Brassica plants have green stems, but there are also some varieties with purple stems and white stems [1,2,3]. The purple phenotype in Brassica plants is due to the differential accumulation of pigments, such as chlorophyll, carotene, and anthocyanins. Among these, anthocyanins have received the greatest attention as secondary metabolites that can influence leaf color [4]. Plants with blue, purple, violet, and red pigmentation contain a high number of anthocyanins [5]. Anthocyanins are water-soluble flavonoid pigments with considerable antioxidant effects [6]. These compounds function in plant reproduction by attracting pollinators and seed distributors and protecting against various environmental and biotic stresses. Therefore, developing purple-stem Brassica varieties has become one of the most important breeding objectives of Brassica breeders.
More than 600 different types of anthocyanins have been identified so far, of which six are abundant in plants. The accumulation patterns of anthocyanins affect changes in the coloration of plants. The biosynthetic pathway responsible for anthocyanin production has been elucidated in previous studies. In the first step, phenylalanine is converted into cinnamic acid by phenylalanine ammonia-lyase (PAL). Then, cinnamic acid was converted into different types of anthocyanin by several enzyme activities, which include 4-coumarate-CoA ligase (4CL), chalcone synthase (CHS), chalcone isomerase (CHI), dihydroflavonol 4-reductase (DFR), and anthocyanin synthase (ANS). The ability of structural genes to increase anthocyanin biosynthesis in plants is largely dependent on transcription factors [7].
Anthocyanin biosynthesis is transcriptionally regulated by a complex of MYB-bHLH-WD40 transcription factors [8]. Among these, various R2R3-MYB transcription factors activate anthocyanin biosynthesis [9]. For example, PpMYB10 and PpMYB114 are important regulators of anthocyanin biosynthesis in pear (Pyrus bretschneideri) [10]. In Arabidopsis (Arabidopsis thaliana), AtMYB75 (PAP1) and AtMYB90(PAP2) activate the expression of downstream structural genes involved in anthocyanin biosynthesis [11,12,13]. SIMYB75 affects the quality of tomatoes (Solanum lycopersicum) by regulating anthocyanin biosynthesis [14]. bHLH transcription factors interact with MYB and WD40 transcription factors to regulate the expression of CHS, DFR, and UFGT in asparagus (Asparagus officinalis, L.) [15]. WD40 transcription factors do not bind directly to the promoter of structural genes; instead, regulating their expression by forming a complex with MYB and bHLH transcription factors [16,17]. Other transcription factors also affect anthocyanin biosynthesis, such as WRKY [18], ERF [19], NAC [20], bZIP [21], and BBX [22].
In this study, the transcriptomes of purple and green flowering Chinese cabbage were used to identify differentially expressed genes (DEGs) in anthocyanin biosynthesis. Anthocyanin synthesis-related transcripts were found to be significantly upregulated in purple Pak-Choi (Brassica campestris L. ssp. chinensis L. Makino) [23]. Furthermore, two non-heading Chinese cabbages (Brassica campestris ssp. Chinensis) were used for RNA-seq, and the results suggested that BcTT8 plays an important role in the process of anthocyanin synthesis in non-heading Chinese cabbages [24]. Previous studies have been conducted on the molecular regulation of anthocyanins in Brassica [25,26,27], and some research progress has been made on the color of flowering Chinese cabbage. For example, QTL-Seq and sequence assembly mapped three genes for the purple trait in Zicaitai [1,3,28], and transcriptome revealed BrTCP15 participates in the biosynthesis of anthocyanins under low-light conditions [29]. The molecular mechanism of anthocyanin biosynthesis has not yet been fully elucidated. Therefore, the aim of the present study is to investigate the molecular mechanisms of anthocyanin biosynthesis in two flowering Chinese cabbage varieties, a green inbred line Futiancaixin, and a purple inbred line Zicaitai.

2. Results

2.1. RNA Sequencing Analysis

To explore the molecular mechanism of anthocyanin biosynthesis, transcriptome sequencing of PCT and GCX was performed (Figure 1A), and the content of anthocyanidin in these two varieties was greatly different (Figure 1B). Six libraries were constructed from these two varieties, and a total of 39.13 GB of clean data were obtained after filtering low-quality reads. The Q30 values of all samples were ≥92.11%. The GC content ranged from 40% to 50% (Table S1). The clean data were mapped to the reference genome with a mapping ratio of >80.93% (Table S2). Principal component analysis (Figure S1A) and correlation coefficient analysis (Figure S1B) confirmed the similarities of the expression patterns among different replicates under the same treatment. These data indicate that the sequencing quality was reliable. We identified a total of 6811 differentially expressed genes (DEGs) in PCT and GCX, which included 3547 upregulated and 3264 downregulated genes (Table S3).

2.2. Functional Annotation and Classification of the DEGs

Homology analyses were performed against public databases, including GO, KEGG, COG, KEGG Ortholog (KOG), NR, NOG, PFAM, and SWISS-PROT, to determine the putative functions of the assembled genes. This identified a total of 265 significantly enriched GO terms (Table S4), including 145 GO terms in the biological process’s category, such as responses to the light stimulus (GO:0009416), response to auxin (GO:0009733), and regulation of glucosinolate biosynthetic process (GO:0010439). By contrast, 98 GO terms were in the molecular function category, including ADP binding (GO:0043531), hydrolase activity, hydrolyzing O-glycosyl compounds (GO:0004553), oxidoreductase activity (GO:0016491), and heme binding (GO:0020037). Twenty-two significantly enriched GO terms were in the cellular components category, including the terms MCM complex (GO:0042555) and cell wall (GO:0005618) (Figure 2A). We then mapped the DEGs to KEGG pathways to further explore their biological roles; specifically, 2293 DEGs were mapped to 135 KEGG pathways (Table S5). Among these pathways, plant hormone signal transduction (Ko04075), flavonoid biosynthesis (ko00941), flavone and flavanol biosynthesis (ko00944), glycolipid metabolism (Ko00561), and brassinosteroid biosynthesis (Ko00905) were significantly enriched (Figure 2B). Therefore, pigment-related pathways were significantly enriched among the DEGs.

2.3. Key Genes Related to the Anthocyanin Biosynthetic Pathway

To explore the differences in anthocyanin biosynthesis between the two varieties, we identified DEGs related to the anthocyanin biosynthesis pathway; specifically, the phenylpropanoid biosynthesis (Ko00940), flavone, and flavanol biosynthesis (Ko00944), flavonoid biosynthesis (Ko00941), and anthocyanidin biosynthesis (Ko00942). Twenty-nine structural genes were differentially expressed between varieties (Figure 3), including 5 PAL(BraA02g001350.3.5C, BraA04g006770.3.5C, BraA04g027460.3.5C, BraA05g008230.3.5C, BraA09g046240.3.5C); 4 C4H(BraA04g022890.3.5C, BraA04g022900.3.5C, BraA05g014090.3.5C, BraA03g016180.3.5C); 4 4CL(BraA07g032570.3.5C, BraA09g013200.3.5C, BraA03g040110.3.5C, BraA05g026760.3.5C). The early biosynthesis contained 4 CHS(BraA02g005240.3.5C, BraA03g006050.3.5C, BraA10g025080.3.5C, BraA09g002390.3.5C); 4 CHI(BraA07g022760.3.5C, BraA09g035390.3.5C, BraA09g047940.3.5C, BraA10g028240.3.5C); 2 F3H(BraA03g045960.3.5C, BraA09g044310.3.5C); 1 FLS(BraA01g023830.3.5C). The later biosynthesis contained 1 F3′H(BraA10g030330.3.5C); 1 DFR(BraA09g020360.3.5C); 2 ANS(BraA01g013500.3.5C, BraA03g051420.3.5C) genes and 1UFGT(BraA08g010150.3.5C). Twenty-five structural genes were expressed at higher levels in PCT than in GCX, which is consistent with the purple coloration of PCT.

2.4. Verification of Gene Expression Profiles by qRT-PCR

To verify the accuracy and reliability of the transcriptome data, we selected 12 DEGs associated with flavonoid, phenylpropanoid, and anthocyanin biosynthesis and measured their expression levels in both GCX and PCT through performing qRT-PCR. The expression patterns of the unigenes analyzed through qRT-PCR (BraA02g001350.3.5C, BraA04g022890.3.5C, BraAo7g032570.3.5C, BraA01g013500.3.5C, BraA10g022830.3.5C, BraA02g005240.3.5C, BraAo7g022760.3.5C, BraA01g023830.3.5C, BraA10g030330.3.5C, BraA09g020360.3.5C, BraA07g033110.3.5C, BraA09g029650.3.5C) were constant with the FPKM values attained by RNA-seq (Figure 4), confirming the reliability of our data.

2.5. Transcription Factor Analysis of Flowering Chinese Cabbage

TFs are responsible for regulating anthocyanin biosynthesis in plants. The transcripts of transcription factors encoding genes were further analyzed using PCT in order to uncover the regulatory mechanisms driving this significant upregulation of anthocyanin and flavonoid biosynthesis genes. In total, 295 transcription factors encoding genes were differentially expressed (Table S6). MYB and bHLH were identified as the most abundant transcription factors, and other TFs were also identified (Figure 5). MYB transcription factors are important regulators of anthocyanin biosynthesis. Transcriptome analysis showed that BrMYB114 (BraA07g033110.3.5C) is expressed at higher levels in PCT than in GCX (Figure 3). According to the BrMYB114 homologous clone results, nucleotide sequence alignment shows that BrMYB114 is highly similar to BrMYB2 (Bra004162) (Figure S2), which is a transcription factor involved in anthocyanin biosynthesis in purple-headed Chinese cabbage [26,27]. Sequence analysis showed that BrMYB114 and BrMYB2 share the same coding sequence (Figure S2). There is a possibility that BrMYB114 plays a role in flowering Chinese cabbage plants having different-colored leaves.

2.6. Heterologous Expression Analysis of BrMYB114 in N. benthamiana

BrMYB2 promotes anthocyanin production in line 11S91 [26,27], and BrMYB114 was expressed at higher levels in PCT than in GCX, as indicated by transcriptome analysis. To explore whether BrMYB114 participates in anthocyanin accumulation in PCT, we overexpressed BrMYB114 in N. benthamiana. Seven days later, anthocyanin was extracted from leaves of N. benthamiana overexpressing BrMYB114, the colour of extract showed red. The results of anthocyanin detection showed that leaves of N. benthamiana overexpressing BrMYB114 had a higher anthocyanin content than control leaves transformed with the empty expression vector (Figure 6A,B). These results indicate that BrMYB114 functions in anthocyanin biosynthesis in PCT.

3. Discussion

Flowering Chinese cabbage has high nutritional value, making it an important vegetable crop. The higher nutritional component content in purple-leaved vegetables, such as anthocyanins, has attracted more attention. In order to produce food with health benefits, the extraction of anthocyanin from colored vegetables can be altered into functional components. In Brassica vegetables, transcriptome analysis is an effective method for selecting DEGs, which helps identify candidate genes [23,25,30,31,32]. Research is needed to understand why flowering Chinese cabbage have purple stems. Using transcriptome analysis, the present study sought to understand how flowering Chinese cabbage stems develop their color.
According to the transcriptome analysis of two non-heading Chinese cabbages, DEGs were found in purple non-heading Chinese cabbage to be enriched in the anthocyanin biosynthesis pathway, flavonoid pathway, sucrose and starch metabolism pathway, and the secondary metabolite pathway [24]. Similarly, we found the same enrichment pathway in this study (Figure 2). Several genes involved in the phenylpropane and flavonoid pathways are involved in the synthesis of anthocyanin, a subgroup of flavonoid [33], so genes related to phenylalanine metabolism and flavonoid metabolism have been significantly enriched in PCT. Several enzymes are required to catalyze anthocyanin synthesis, and starch hydrolysis costs a considerable amount of energy to encode these products [34]. Therefore, it is understandable that the genes associated with the sucrose and starch metabolism pathway have been highly significantly accumulated in PCT. Our analysis follows the transcriptome profiling that was conducted on non-heading Chinese cabbage [24].
There are numerous outlines of evidence suggesting that PAL, CHI, C4H, and 4CL play an important role in anthocyanin synthesis in the initial stages, and F3′5′H, LODX/ANS, F3′H, UFGT/3GT, and DFR play an important part in upcoming stages. To synthesize all three branches of anthocyanins and proanthocyanidins, a functional gene called F3H accelerates the formation of dihydroflavonol from substrates (Figure 3). It was found that high F3′H expression promoted both anthocyanin and flavonoid accumulation [35]. By binding both DFR and UFGT, F3′H plays a vital role in enhancing the production of dihydroquercetin from dihydroflavonol to produce cyanidin. Anthocyanin synthesis depends on F3′H gene expression, as shown by tea plants (Camellia sinensis) and Senecio cruentus [36,37]. In our study, two F3H and one F3′H gene were found to have an enhanced expression in PCT than in GCX (Figure 3). As a result, we hypothesized that F3H and F3′H were involved in the regulation of anthocyanin synthesis in PCT. It has been shown that DFR can catalyze the production of leucodelphinidin, leucocyanidin, and leucopelargonidin, which are all antecedents to ANS. Previous studies showed that relatively high DFR and ANS activity may provide more anthocyanin synthesis, and suppression of DFR and ANS resulted in the lack of anthocyanin in Caryophyllales plants [38]. Our study found higher expression of ANS and DFR in PCT than in GCX (Figure 3), and this is consistent with higher anthocyanin levels in PCT. Anthocyanins are transported into the vacuole by a protein encoded by the GST gene [39,40,41,42]. The GSTF12 (BraA10g022830.3.5C) expression was higher in PCT than in GCX (Figure 4), and according to our hypotheses, PCT expression of GSTF12 allows more anthocyanins to be transported to the vacuole for immobilization due to the higher expression levels of GSTF12.
There are several transcription factors considered to be involved in the regulation of the anthocyanin biosynthesis and their transcriptional levels, which include bHLH, MYB, WD40, and members of a few other transcription factor families. It has been demonstrated that transcription factors play an important role in the regulation of genes involved in the anthocyanin biosynthetic pathway in vegetables, fruits, tea, and flowers [10,43,44,45]. A previous study reported that MYB/bHLH/WD-repeat transcriptional developments mainly regulate late biosynthesis genes (LBGs) in flavonoid biosynthesis [46,47]. In PAP1-overexpressing Arabidopsis leaves, flavonoid pigments are upregulated through the phenylpropanoid pathway, resulting in an increased expression of LBGs and early biosynthetic genes (EBGs) [48]. From the above research, it is suggested that transcription factors might not only regulate LBG genes but also other genes involved in the flavonoid pathway. Therefore, it is vital to analyze transcription factor expression levels to gain a deeper understanding of anthocyanin synthesis regulation. As a result of our study, we identified that BrMYB114 has a significantly higher level of expression in PCT (Figure 3), suggesting that BrMYB114 is involved in the regulation of anthocyanin biosynthesis. By overexpressing BrMYB114 in N. benthamiana, higher anthocyanin content was observed in leaves of N. benthamiana overexpressing BrMYB114 than control leaves transformed with the empty expression vector. Whether early biosynthesis genes or late biosynthesis genes are regulated by BrMYB114 contributing to anthocyanin accumulation needs to be resolved in a further study.

4. Materials and Methods

4.1. Plant Materials

Flowering Chinese cabbage plants, including a purple inbred line (Zicaitai, PCT) and a green inbred line (Futiancaixin, GCX) were obtained from the Vegetable Research Institute, Guangdong Academy of Agricultural Sciences, Guangzhou, China. Plants were planted in pots (130 mm diameter × 140 mm deep) filled with soil (Shenglvyuan, Guangzhou, China) and grown inside the greenhouse at the Vegetable Research Institute, Guangdong Academy of Agricultural Sciences, at a 16-h light/8-h dark photoperiod at 25 °C, and the relative humidity was approximately 60%. Epidermal tissue was separated from the stems of plants with a blade, directly frozen in liquid nitrogen, and quickly stored at −80 °C until analysis. Both cultivars were planted in three biological replicates, each containing five plants.

4.2. Quantification of Anthocyanin Content

Anthocyanin contents were analyzed as described previously [49]. Briefly, the samples were frozen in liquid nitrogen, chopped, and then ground to a fine powder. The ground tissue was homogenized in methanol containing 1% HCl and incubated at 4 °C for 24 h. Anthocyanin contents were quantified by a spectrophotometer measuring the absorbance at 530 nm and 657 nm.

4.3. RNA Extraction, Library Construction, RNA Sequencing, and Assembly

For RNA isolation, the total samples were chopped and ground to a powder in liquid nitrogen, and 100 mg of plant material was used for extraction of RNA. Total RNA was isolated from the samples by using an RNAprep Pure Plant Kit (Tiangen, Beijing, China). The quality and integrity of the extracted RNA were determined using an Agilent 2100 bioanalyzer (Agilent, Santa Clara, CA, USA) and RNase-free agarose gel electrophoresis, respectively. An Illumina sequencing library was constructed using a Hieff NGS, Ultima Dual-mode mRNA Library, and Prep Kit (Yeasen Biotechnology (Shanghai) Co., Ltd., Shanghai, China). After the RNA samples passed the quality test, eukaryotic mRNA was enriched using oligo-dT magnetic beads. Subsequently, a fragmentation buffer was added to randomly fragment the mRNA. The fragmented mRNA was used to synthesize cDNA, and the newly synthesized cDNA was purified. The purified double-stranded cDNA was end-repaired, and an A tail was attached to the cDNA via a sequencing connector. AMPure XP beads (Yeasen Biotechnology (Shanghai) Co., Ltd.) were used for the size selection of the fragments, and PCR enrichment was used to generate the cDNA library. Six libraries from two groups were sequenced and analyzed on the Illumina NovaSeq6000 platform. After removing the adapter sequences and the low-quality reads, the clean reads were mapped to the reference genome (Brassicaceae Database).

4.4. RNA Sequencing Data Analysis and Annotation

To identify the functions of the assembled genes, a BLAST homology search was conducted on the database of non-redundant protein sequences in the (NCBI) database, as well as the Swiss-Prot, Clusters of Orthologous Groups of Proteins (COG), Gene Ontology (GO), Protein Family (Pfam), and Kyoto Encyclopedia of Genes and Genomes (KEGG) databases. Fragments per kilobase of transcript per million mapped reads (FPKM) were used for measuring the expression levels of genes. |log2 FC| ≥ 1 and FDR < 0.01 were used as criteria to screen (DEGs). The DEGs were further subjected to KEGG and GO enrichment data validations.

4.5. qRT-PCR Gene Expression Analysis

qRT-PCR was performed by using a Biomarker Plant Total RNA Extraction Kit (Biomarker, Beijing, China) for the extraction of RNA and a HiScript III 1st Strand cDNA, Synthesis Kit with the gDNA wiper (Vazyme Biotech, Nanjing, China) for the synthesis of cDNA. qRT-PCR primers were designed using Primer Premier Software 5.0 (Table S7). The qRT-PCR was performed in a Bio-Rad CFX96, PCR machine (Bio-Rad Laboratories, Hercules, CA, USA) using a Vazyme Master Mix SYBR qPCR (Vazyme Biotech, China). PCR amplification was carried out in a total volume of 10 μL (5 μL 2xChamQ Universal SYBR qPCR Master Mix, 3.4 μL ddH2O, 0.3 μL downstream primer, 0.3 μL upstream primer, and 1 μL cDNA template). The levels of relative gene expression were quantified by using the 2−ΔΔCT method with the GAPDH gene as the reference control.

4.6. Transient Overexpression in Nicotiana benthamiana Leaves

Agrobacterium colonies harboring the target construct were selected and inoculated into a 20 mL LB culture medium containing the corresponding antibiotics. As a result of centrifugation, the cells were further resuspended in buffer (10 mM MES, 10 mM MgCl2, 150 mM acetosyringone, pH 5.6), and then by adding infiltration buffer (10 mM MES, 10 mM MgCl2, 150 mM acetosyringone, pH 5.6), OD600 was adjusted to 1.0. The Agrobacterium cultures were injected using a needleless syringe into the leaf epidermis of 4- to 6-week-old N. benthamiana plants, and Agrobacterium transformed with pGreen II 0029 62-SK vector (SK) as controls. N. benthamiana plants were grown in a growth chamber along with a relative photoperiod of 16 h of light and 8 h of darkness. After 7 days, the phenotypes of the leaves were photographed, and the anthocyanin contents were measured.

4.7. Statistical Analysis

Three biological repetitions were set up for each experiment, and all data were expressed as mean ± SD. GraphPad Prism8.0.lnk was used for t-tests. Groups with significant differences were set at p < 0.05.

5. Conclusions

In the present study, we provide a deeper insight into the anthocyanin biosynthetic pathway from the comparative transcriptome analysis of flowering Chinese cabbages. A total of 25 DEGs were identified that are related to flavonoid and anthocyanin biosynthesis pathways, indicating that they play an important role in anthocyanin biosynthesis in flowering Chinese cabbage. Further, we explained the function of BrMYB114 in anthocyanin synthesis and showed that BrMYB114 is an important component of anthocyanin synthesis.

Supplementary Materials

The following supporting information can be downloaded at: https://www.mdpi.com/article/10.3390/ijms241813951/s1.

Author Contributions

Conceptualization, M.F., G.L. and I.K.; methodology, K.T. and S.J.; software, W.L.; validation, M.F. and I.K.; formal analysis, S.L.; resources, J.G.; writing—original draft preparation, J.G. and M.F.; writing—review and editing, I.K. and M.F.; supervision, M.F. and G.L. All authors have read and agreed to the published version of the manuscript.

Funding

This work was financially supported by the Guangdong Basic and Applied Basic Research Foundation (2020A1515110377), Innovation Fund Project of Guangdong Academy of Agricultural Sciences (202108), and the Guangzhou Science and Technology Planning Project (202102020442).

Institutional Review Board Statement

Not applicable.

Informed Consent Statement

Not applicable.

Data Availability Statement

Data presented in this study are available upon request from the corresponding author.

Acknowledgments

Not applicable.

Conflicts of Interest

The authors declare no conflict of interest.

References

  1. Li, G.-H.; Chen, H.-C.; Liu, J.-L.; Luo, W.-L.; Xie, D.-S.; Luo, S.-B.; Wu, T.-Q.; Akram, W.; Zhong, Y.-J. A high-density genetic map developed by specific-locus amplified fragment (SLAF) sequencing and identification of a locus controlling anthocyanin pigmentation in stalk of Zicaitai (Brassica rapa L. ssp. chinensis var. purpurea). BMC Genom. 2019, 20, 343. [Google Scholar] [CrossRef]
  2. Zhang, J.; Yuan, H.; Fei, Z.; Pogson, B.J.; Zhang, L.; Li, L. Molecular characterization and transcriptome analysis of orange head Chinese cabbage (Brassica rapa L. ssp. pekinensis). Planta 2015, 241, 1381–1394. [Google Scholar] [CrossRef] [PubMed]
  3. Guo, N.; Wu, J.; Zheng, S.; Cheng, F.; Liu, B.; Liang, J.; Cui, Y.; Wang, X. Anthocyanin profile characterization and quantitative trait locus mapping in zicaitai (Brassica rapa L. ssp. chinensis var. purpurea). Mol. Breed. 2015, 35, 113. [Google Scholar] [CrossRef]
  4. He, Q.; Zhang, Z.; Zhang, L. Anthocyanin accumulation, antioxidant ability and stability, and a transcriptional analysis of anthocyanin biosynthesis in purple heading Chinese cabbage (Brassica rapa L. ssp. pekinensis). J. Agric. Food Chem. 2016, 64, 132–145. [Google Scholar] [CrossRef] [PubMed]
  5. Cevallos-Casals, B.V.A.; Cisneros-Zevallos, L. Stability of anthocyanin-based aqueous extracts of Andean purple corn and red-fleshed sweet potato compared to synthetic and natural colorants. Food Chem. 2004, 86, 69–77. [Google Scholar] [CrossRef]
  6. Bakuradze, T.; Tausend, A.; Galan, J.; Groh, I.A.M.; Berry, D.; Tur, J.A.; Marko, D.; Richling, E. Antioxidative activity and health benefits of anthocyanin-rich fruit juice in healthy volunteers. Free. Radic. Res. 2019, 53, 1045–1055. [Google Scholar] [CrossRef]
  7. Naing, A.H.; Kim, C.K. Roles of R2R3-MYB transcription factors in transcriptional regulation of anthocyanin biosynthesis in horticultural plants. Plant Mol. Biol. 2018, 98, 1–18. [Google Scholar] [CrossRef]
  8. Petroni, K.; Tonelli, C. Recent advances on the regulation of anthocyanin synthesis in reproductive organs. Plant Sci. 2011, 181, 219–229. [Google Scholar] [CrossRef]
  9. Lin-Wang, K.; Bolitho, K.; Grafton, K.; Kortstee, A.; Karunairetnam, S.; McGhie, T.K.; Espley, R.V.; Hellens, R.P.; Allan, A.C. An R2R3 MYB transcription factor associated with regulation of the anthocyanin biosynthetic pathway in Rosaceae. BMC Plant Biol. 2010, 10, 50. [Google Scholar] [CrossRef]
  10. Yao, G.; Ming, M.; Allan, A.C.; Chao, G.; Li, L.; Xiao, W.; Wang, R.; Chang, Y.; Qi, K.; Zhang, S. Map-based cloning of the pear gene MYB114 identifies an interaction with other transcription factors to coordinately regulate fruit anthocyanin biosynthesis. Plant J. Cell Mol. Biol. 2017, 92, 437–451. [Google Scholar] [CrossRef]
  11. Borevitz, J.O.; Xia, Y.; Blount, J.; Dixon, R.A.; Lamb, C. Activation Tagging Identifies a Conserved MYB Regulator of Phenylpropanoid Biosynthesis. Plant Cell 2000, 12, 2383–2393. [Google Scholar] [CrossRef]
  12. Zimmermann, I.M.; Heim, M.A.; Weisshaar, B.; Uhrig, J.F. Comprehensive identification of Arabidopsis thaliana MYB transcription factors interacting with R/B-like BHLH proteins. Plant J. 2004, 40, 22–34. [Google Scholar] [CrossRef]
  13. Stracke, R.; Ishihara, H.; Huep, G.; Barsch, A.; Mehrtens, F.; Niehaus, K.; Weisshaar, B. Differential regulation of closely related R2R3-MYB transcription factors controls flavonol accumulation in different parts of the Arabidopsis thaliana seedling. Plant Cell 2007, 50, 660–677. [Google Scholar] [CrossRef]
  14. Jian, W.; Cao, H.; Yuan, S.; Liu, Y.; Lu, J.; Lu, W.; Li, N.; Wang, J.; Zou, J.; Tang, N. SlMYB75, an MYB-type transcription factor, promotes anthocyanin accumulation and enhances volatile aroma production in tomato fruits. Hortic. Res. 2019, 6, 22. [Google Scholar] [CrossRef] [PubMed]
  15. Dong, T.; Han, R.; Yu, J.; Zhu, M.; Zhang, Y.; Gong, Y.; Li, Z. Anthocyanins accumulation and molecular analysis of correlated genes by metabolome and transcriptome in green and purple asparaguses (Asparagus officinalis, L.). Food Chem. 2019, 271, 18–28. [Google Scholar] [CrossRef] [PubMed]
  16. An, X.-H.; Tian, Y.; Chen, K.-Q.; Wang, X.-F.; Hao, Y.-J. The apple WD40 protein MdTTG1 interacts with bHLH but not MYB proteins to regulate anthocyanin accumulation. J. Plant Physiol. 2012, 169, 710–717. [Google Scholar] [CrossRef] [PubMed]
  17. Shan, X.; Li, Y.; Yang, S.; Gao, R.; Zhou, L.; Bao, T.; Han, T.; Wang, S.; Gao, X.; Wang, L. A functional homologue of Arabidopsis TTG1 from Freesia interacts with bHLH proteins to regulate anthocyanin and proanthocyanidin biosynthesis in both Freesia hybrida and Arabidopsis thaliana. Plant Physiol. Biochem. 2019, 141, 60–72. [Google Scholar] [CrossRef]
  18. An, J.P.; Zhang, X.W.; You, C.X.; Bi, S.Q.; Wang, X.F.; Hao, Y.J. Md WRKY 40 promotes wounding-induced anthocyanin biosynthesis in association with Md MYB 1 and undergoes Md BT 2-mediated degradation. New Phytol. 2019, 224, 380–395. [Google Scholar] [CrossRef]
  19. Ni, J.; Bai, S.; Zhao, Y.; Qian, M.; Tao, R.; Yin, L.; Gao, L.; Teng, Y. Ethylene response factors Pp4ERF24 and Pp12ERF96 regulate blue light-induced anthocyanin biosynthesis in ‘Red Zaosu’ pear fruits by interacting with MYB114. Plant Mol. Biol. 2019, 99, 67–78. [Google Scholar] [CrossRef]
  20. Sun, Q.; Jiang, S.; Zhang, T.; Xu, H.; Fang, H.; Zhang, J.; Su, M.; Wang, Y.; Zhang, Z.; Wang, N.; et al. Apple NAC transcription factor MdNAC52 regulates biosynthesis of anthocyanin and proanthocyanidin through MdMYB9 and MdMYB11. Plant Sci. 2019, 289, 110286. [Google Scholar] [CrossRef]
  21. Liu, C.C.; Chi, C.; Jin, L.J.; Zhu, J.; Yu, J.Q.; Zhou, Y.H. The bZip transcription factor HY5 mediates CRY1a -induced anthocyanin biosynthesis in tomato. Plant Cell Environ. 2018, 57, 649. [Google Scholar] [CrossRef] [PubMed]
  22. Plunkett, B.J.; Henry-Kirk, R.; Friend, A.; Diack, R.; Helbig, S.; Mouhu, K.; Tomes, S.; Dare, A.P.; Espley, R.V.; Putterill, J.; et al. Apple B-box factors regulate light-responsive anthocyanin biosynthesis genes. Sci. Rep. 2019, 9, 17762. [Google Scholar] [CrossRef] [PubMed]
  23. Zhang, L.; Xu, B.; Wu, T.; Yang, Y.; Fan, L.; Wen, M.; Sui, J. Transcriptomic profiling of two Pak Choi varieties with contrasting anthocyanin contents provides an insight into structural and regulatory genes in anthocyanin biosynthetic pathway. BMC Genom. 2017, 18, 288. [Google Scholar] [CrossRef] [PubMed]
  24. Tang, L.; Xiao, D.; Yin, Y.; Wang, H.; Wang, J.; Liu, T.; Hou, X.; Li, Y. Comparative transcriptome analysis of purple and green non-heading Chinese cabbage and function analyses of BcTT8 gene. Genes 2022, 13, 988. [Google Scholar] [CrossRef] [PubMed]
  25. Zhao, Y.; Qi, X.; Liu, Z.; Zheng, W.; Guan, J.; Liu, Z.; Ren, J.; Feng, H.; Zhang, Y. Transcriptome and metabolome profiling to explore the causes of purple leaves formation in non-heading Chinese cabbage (Brassica rapa L. ssp. chinensis Makino var. mutliceps Hort.). Foods 2022, 11, 1787. [Google Scholar] [CrossRef]
  26. He, Q.; Lu, Q.; He, Y.; Wang, Y.; Zhang, N.; Zhao, W.; Zhang, L. Dynamic changes of the anthocyanin biosynthesis mechanism during the development of heading Chinese cabbage (Brassica rapa L.) and Arabidopsis under the control of BrMYB2. Front. Plant Sci. 2020, 11, 593766. [Google Scholar] [CrossRef]
  27. He, Q.; Wu, J.; Xue, Y.; Zhao, W.; Li, R.; Zhang, L. The novel gene BrMYB2, located on chromosome A07, with a short intron 1 controls the purple-head trait of Chinese cabbage (Brassica rapa L.). Hortic. Res. 2020, 7, 97. [Google Scholar] [CrossRef]
  28. Zhang, X.; Zhang, K.; Wu, J.; Guo, N.; Liang, J.; Wang, X.; Cheng, F. QTL-Seq and sequence assembly rapidly mapped the gene BrMYBL2. 1 for the purple trait in Brassica rapa. Sci. Rep. 2020, 10, 2328. [Google Scholar] [CrossRef]
  29. Guo, J.; Wu, T.; Fu, M.; Li, G.; Luo, W.; Kang, Y.; Wang, T. An Integrated Analysis of Transcriptome and Metabolism Reveals an Inhibitory Effect of Low Light on Anthocyanin Biosynthesis in Purple cai-tai (Brassica rapa L. var. purpurea). Horticulturae 2022, 8, 566. [Google Scholar] [CrossRef]
  30. Park, C.H.; Bong, S.J.; Lim, C.J.; Kim, J.K.; Park, S.U. Transcriptome analysis and metabolic profiling of green and red mizuna (Brassica rapa L. var. japonica). Foods 2020, 9, 1079. [Google Scholar] [CrossRef]
  31. Jin, S.-W.; Rahim, M.A.; Jung, H.-J.; Afrin, K.S.; Kim, H.-T.; Park, J.-I.; Kang, J.-G.; Nou, I.-S. Abscisic acid and ethylene biosynthesis-related genes are associated with anthocyanin accumulation in purple ornamental cabbage (Brassica oleracea var. acephala). Genome 2019, 62, 513–526. [Google Scholar] [CrossRef] [PubMed]
  32. Xie, L.; Li, F.; Zhang, S.; Zhang, H.; Qian, W.; Li, P.; Zhang, S.; Sun, R. Mining for candidate genes in an introgression line by using RNA sequencing: The anthocyanin overaccumulation phenotype in Brassica. Front. Plant Sci. 2016, 7, 1245. [Google Scholar] [CrossRef] [PubMed]
  33. Wang, X.C.; Wu, J.; Guan, M.L.; Zhao, C.H.; Geng, P.; Zhao, Q. Arabidopsis MYB4 plays dual roles in flavonoid biosynthesis. Plant J. 2020, 101, 637–652. [Google Scholar] [CrossRef] [PubMed]
  34. Stein, O.; Granot, D. An overview of sucrose synthases in plants. Front. Plant Sci. 2019, 10, 95. [Google Scholar] [CrossRef] [PubMed]
  35. Han, Y.; Huang, K.; Liu, Y.; Jiao, T.; Ma, G.; Qian, Y.; Wang, P.; Dai, X.; Gao, L.; Xia, T. Functional analysis of two flavanone-3-hydroxylase genes from Camellia sinensis: A critical role in flavonoid accumulation. Genes 2017, 8, 300. [Google Scholar] [CrossRef]
  36. Jin, X.; Huang, H.; Wang, L.; Sun, Y.; Dai, S. Transcriptomics and metabolite analysis reveals the molecular mechanism of anthocyanin biosynthesis branch pathway in different Senecio cruentus cultivars. Front. Plant Sci. 2016, 7, 1307. [Google Scholar] [CrossRef]
  37. Zhou, C.; Mei, X.; Rothenberg, D.O.N.; Yang, Z.; Zhang, W.; Wan, S.; Yang, H.; Zhang, L. Metabolome and transcriptome analysis reveals putative genes involved in anthocyanin accumulation and coloration in white and pink tea (Camellia sinensis) flower. Molecules 2020, 25, 190. [Google Scholar] [CrossRef]
  38. Sakuta, M.; Tanaka, A.; Iwase, K.; Miyasaka, M.; Ichiki, S.; Hatai, M.; Inoue, Y.T.; Yamagami, A.; Nakano, T.; Yoshida, K. Anthocyanin synthesis potential in betalain-producing Caryophyllales plants. J. Plant Res. 2021, 134, 1335–1349, Erratum in J. Plant Res. 2022, 135, 533. [Google Scholar] [CrossRef]
  39. Hu, B.; Zhao, J.; Lai, B.; Qin, Y.; Wang, H.; Hu, G. LcGST4 is an anthocyanin-related glutathione S-transferase gene in Litchi chinensis Sonn. Plant Cell Rep. 2016, 35, 831–843. [Google Scholar] [CrossRef]
  40. Zhao, Y.; Dong, W.; Zhu, Y.; Allan, A.C.; Lin-Wang, K.; Xu, C. PpGST1, an anthocyanin-related glutathione S-transferase gene, is essential for fruit coloration in peach. Plant Biotechnol. J. 2020, 18, 1284–1295. [Google Scholar] [CrossRef]
  41. Jiang, S.; Chen, M.; He, N.; Chen, X.; Wang, N.; Sun, Q.; Zhang, T.; Xu, H.; Fang, H.; Wang, Y. MdGSTF6, activated by MdMYB1, plays an essential role in anthocyanin accumulation in apple. Hortic. Res. 2019, 6, 40. [Google Scholar] [CrossRef] [PubMed]
  42. Wei, K.; Wang, L.; Zhang, Y.; Ruan, L.; Li, H.; Wu, L.; Xu, L.; Zhang, C.; Zhou, X.; Cheng, H. A coupled role for CsMYB75 and CsGSTF1 in anthocyanin hyperaccumulation in purple tea. Plant J. 2019, 97, 825–840. [Google Scholar] [CrossRef] [PubMed]
  43. Li, Y.; Chen, Q.; Xie, X.; Cai, Y.; Li, J.; Feng, Y.; Zhang, Y. Integrated metabolomics and transcriptomics analyses reveal the molecular mechanisms underlying the accumulation of anthocyanins and other flavonoids in cowpea pod (Vigna unguiculata L.). J. Agric. Food Chem. 2020, 68, 9260–9275. [Google Scholar] [CrossRef]
  44. Cai, J.; Lv, L.; Zeng, X.; Zhang, F.; Chen, Y.; Tian, W.; Li, J.; Li, X.; Li, Y. Integrative analysis of metabolomics and transcriptomics reveals molecular mechanisms of anthocyanin metabolism in the zikui tea plant (Camellia sinensis cv. Zikui). Int. J. Mol. Sci. 2022, 23, 4780. [Google Scholar] [CrossRef] [PubMed]
  45. Xiang, L.; Liu, X.; Li, H.; Yin, X.; Grierson, D.; Li, F.; Chen, K. CmMYB# 7, an R3 MYB transcription factor, acts as a negative regulator of anthocyanin biosynthesis in chrysanthemum. J. Exp. Bot. 2019, 70, 3111–3123. [Google Scholar] [CrossRef] [PubMed]
  46. Gonzalez, A.; Zhao, M.; Leavitt, J.M.; Lloyd, A.M. Regulation of the anthocyanin biosynthetic pathway by the TTG1/bHLH/Myb transcriptional complex in Arabidopsis seedlings. Plant J. 2008, 53, 814–827. [Google Scholar] [CrossRef]
  47. Zhang, F.; Gonzalez, A.; Zhao, M.; Payne, C.T.; Lloyd, A. A network of redundant bHLH proteins functions in all TTG1-dependent pathways of Arabidopsis. Development 2003, 130, 4859–4869. [Google Scholar] [CrossRef]
  48. Tohge, T.; Nishiyama, Y.; Hirai, M.Y.; Yano, M.; Nakajima, J.i.; Awazuhara, M.; Inoue, E.; Takahashi, H.; Goodenowe, D.B.; Kitayama, M. Functional genomics by integrated analysis of metabolome and transcriptome of Arabidopsis plants over-expressing an MYB transcription factor. Plant J. 2005, 42, 218–235. [Google Scholar] [CrossRef]
  49. Rabino, I.; Mancinelli, A.L. Light, Temperature, and Anthocyanin Production 1. Plant Physiol. 1986, 81, 922–924. [Google Scholar] [CrossRef]
Figure 1. The phenotypes, and anthocyanin content of purple flowering Chinese cabbage (Zicaitai, PCT), and flowering Chinese cabbage (Futiancaixin, GCX): (A) phenotypes of PCT and GCX; (B) anthocyanin content of PCT and GCX. Each column represents the mean ± SD (n = 3). Asterisks indicate a significant difference (Student’s t-test, ****, p < 0.0001).
Figure 1. The phenotypes, and anthocyanin content of purple flowering Chinese cabbage (Zicaitai, PCT), and flowering Chinese cabbage (Futiancaixin, GCX): (A) phenotypes of PCT and GCX; (B) anthocyanin content of PCT and GCX. Each column represents the mean ± SD (n = 3). Asterisks indicate a significant difference (Student’s t-test, ****, p < 0.0001).
Ijms 24 13951 g001
Figure 2. GO enrichment and KEGG enrichment of DEGs among PCT and GCX: (A) GO enhancement of DEGs among PCT and GCX; (B) KEGG enhancement of DEGs among PCT and GCX.
Figure 2. GO enrichment and KEGG enrichment of DEGs among PCT and GCX: (A) GO enhancement of DEGs among PCT and GCX; (B) KEGG enhancement of DEGs among PCT and GCX.
Ijms 24 13951 g002
Figure 3. Schematic presentation of biological pathways involved in the accumulation of anthocyanin biosynthesis in PCT. Six boxes next to the structural gene indicate the heat map expression level of structure gene in PCT and GCX, the color scale from blue to red represent the expression of structural gene from low to high. Three different colored boxes (pink, orange, and purple) in the bottom half of the picture represent the biosynthetic pathways of three different anthocyanins.
Figure 3. Schematic presentation of biological pathways involved in the accumulation of anthocyanin biosynthesis in PCT. Six boxes next to the structural gene indicate the heat map expression level of structure gene in PCT and GCX, the color scale from blue to red represent the expression of structural gene from low to high. Three different colored boxes (pink, orange, and purple) in the bottom half of the picture represent the biosynthetic pathways of three different anthocyanins.
Ijms 24 13951 g003
Figure 4. An evaluation of the RNA-seq results with qRT-PCR. The values represent the means ± SD of FPKM data and qRT-PCR data of 3 biological replicates, *, **, ***, and **** indicate significant difference at p < 0.05, p < 0.01, p < 0.001, and p < 0.0001 based on Student’s t-test, respectively. FPKM is the expected number of fragments per kilobase of transcript sequence per million base pairs.
Figure 4. An evaluation of the RNA-seq results with qRT-PCR. The values represent the means ± SD of FPKM data and qRT-PCR data of 3 biological replicates, *, **, ***, and **** indicate significant difference at p < 0.05, p < 0.01, p < 0.001, and p < 0.0001 based on Student’s t-test, respectively. FPKM is the expected number of fragments per kilobase of transcript sequence per million base pairs.
Ijms 24 13951 g004
Figure 5. Differentially expressed transcription factor encoding genes between PCT and GCX.
Figure 5. Differentially expressed transcription factor encoding genes between PCT and GCX.
Ijms 24 13951 g005
Figure 6. Overexpression of BrMYB114 using N. benthamiana transient expression system: (A). color changes induced by transiently expressing BrMYB114 in N. benthamiana. Anthocyanin was extracted 7 days after infiltration; (B). total anthocyanin content measured in the infiltration patches in (A). Data are means ± SD obtained from three biological repeats. Asterisks indicate a significant difference (Student’s t-test, ****, p < 0.0001.
Figure 6. Overexpression of BrMYB114 using N. benthamiana transient expression system: (A). color changes induced by transiently expressing BrMYB114 in N. benthamiana. Anthocyanin was extracted 7 days after infiltration; (B). total anthocyanin content measured in the infiltration patches in (A). Data are means ± SD obtained from three biological repeats. Asterisks indicate a significant difference (Student’s t-test, ****, p < 0.0001.
Ijms 24 13951 g006
Disclaimer/Publisher’s Note: The statements, opinions and data contained in all publications are solely those of the individual author(s) and contributor(s) and not of MDPI and/or the editor(s). MDPI and/or the editor(s) disclaim responsibility for any injury to people or property resulting from any ideas, methods, instructions or products referred to in the content.

Share and Cite

MDPI and ACS Style

Fu, M.; Guo, J.; Tang, K.; Jiang, S.; Luo, S.; Luo, W.; Khan, I.; Li, G. Comparative Transcriptome Analysis of Purple and Green Flowering Chinese Cabbage and Functional Analyses of BrMYB114 Gene. Int. J. Mol. Sci. 2023, 24, 13951. https://doi.org/10.3390/ijms241813951

AMA Style

Fu M, Guo J, Tang K, Jiang S, Luo S, Luo W, Khan I, Li G. Comparative Transcriptome Analysis of Purple and Green Flowering Chinese Cabbage and Functional Analyses of BrMYB114 Gene. International Journal of Molecular Sciences. 2023; 24(18):13951. https://doi.org/10.3390/ijms241813951

Chicago/Turabian Style

Fu, Mei, Juxian Guo, Kang Tang, Shizheng Jiang, Shanwei Luo, Wenlong Luo, Imran Khan, and Guihua Li. 2023. "Comparative Transcriptome Analysis of Purple and Green Flowering Chinese Cabbage and Functional Analyses of BrMYB114 Gene" International Journal of Molecular Sciences 24, no. 18: 13951. https://doi.org/10.3390/ijms241813951

APA Style

Fu, M., Guo, J., Tang, K., Jiang, S., Luo, S., Luo, W., Khan, I., & Li, G. (2023). Comparative Transcriptome Analysis of Purple and Green Flowering Chinese Cabbage and Functional Analyses of BrMYB114 Gene. International Journal of Molecular Sciences, 24(18), 13951. https://doi.org/10.3390/ijms241813951

Note that from the first issue of 2016, this journal uses article numbers instead of page numbers. See further details here.

Article Metrics

Back to TopTop