Next Article in Journal
Fullerenol C60(OH)36 Protects the Antioxidant Enzymes in Human Erythrocytes against Oxidative Damage Induced by High-Energy Electrons
Next Article in Special Issue
Genome-Wide Identification and Evolution Analysis of R2R3-MYB Gene Family Reveals S6 Subfamily R2R3-MYB Transcription Factors Involved in Anthocyanin Biosynthesis in Carrot
Previous Article in Journal
Ellagic Acid and Its Anti-Aging Effects on Central Nervous System
 
 
Search for Articles:
Title / Keyword
Author / Affiliation / Email
Journal
Article Type
 
 
Advanced Search
 
Section
Special Issue
Volume
Issue
Number
Page
 
Journals
IJMS
Volume 23
Issue 18
10.3390/ijms231810938
ijms-logo
Submit to this Journal Review for this Journal Propose a Special Issue
► Article Menu

Article Menu

share Share announcement Help format_quote Cite question_answer Discuss in SciProfiles thumb_up
...
Endorse textsms
...
Comment
first_page
settings
Order Article Reprints
Font Type:
Arial Georgia Verdana
Font Size:
Aa Aa Aa
Line Spacing:
Column Width:
Background:
Article

BrWAX3, Encoding a β-ketoacyl-CoA Synthase, Plays an Essential Role in Cuticular Wax Biosynthesis in Chinese Cabbage

by
Shuangjuan Yang
1,
Hao Tang
1,2,
Xiaochun Wei
1,
Yanyan Zhao
1,
Zhiyong Wang
1,
Henan Su
1,
Liujing Niu
1,
Yuxiang Yuan
1,* and
Xiaowei Zhang
1,*
1
Institute of Horticulture, Henan Academy of Agricultural Sciences, Zhengzhou 450002, China
2
College of Horticulture and Landscape, Henan Institute of Science and Technology, Xinxiang 453003, China
*
Authors to whom correspondence should be addressed.
Int. J. Mol. Sci. 2022, 23(18), 10938; https://doi.org/10.3390/ijms231810938
Submission received: 16 August 2022 / Revised: 13 September 2022 / Accepted: 14 September 2022 / Published: 19 September 2022
(This article belongs to the Special Issue Advances in Research for Horticultural Crops Breeding and Genetics)
Browse Figures
Review Reports Versions Notes

Abstract

:
In this study, we identified a novel glossy mutant from Chinese cabbage, named SD369, and all wax monomers longer than 26 carbons were significantly decreased. Inheritance analysis revealed that the glossy trait of SD369 was controlled by a single recessive locus, BrWAX3. We fine-mapped the BrWAX3 locus to an interval of 161.82 kb on chromosome A09. According to the annotated genome of Brassica rapa, Bra024749 (BrCER60.A09), encoding a β-ketoacyl-CoA synthase, was identified as the candidate gene. Expression analysis showed that BrCER60.A09 was significantly downregulated in all aerial organs of glossy plants. Subcellular localization indicated that the BrCER60.A09 protein functions in the endoplasmic reticulum. A 5567-bp insertion was identified in exon 1 of BrCER60.A09 in SD369, which lead to a premature stop codon, thus causing a loss of function of the BrCER60.A09 enzyme. Moreover, comparative transcriptome analysis revealed that the ‘cutin, suberine, and wax biosynthesis’ pathway was significantly enriched, and genes involved in this pathway were almost upregulated in glossy plants. Further, two functional markers, BrWAX3-InDel and BrWAX3-KASP1, were developed and validated. Overall, these results provide a new information for the cuticular wax biosynthesis and provide applicable markers for marker-assisted selection (MAS)-based breeding of Brassica rapa.

1. Introduction

The lipidic cuticle exists on the aerial surface of many land plants, working as a physical barrier to prevent nonstomatal water loss [1,2]. The main components of cuticles are cutin and cuticular wax. Cutin is a cross-linked polymer of modified long-chain fatty acids (C16 and C18 hydroxy and epoxy fatty acids) and glycerol, which provides mechanical strength to the surface layer [3,4]. Cuticular wax is a mixture of very-long-chain fatty acids (VLCFAs) and their derivatives [5,6]. Cuticles also protect plants from various biotic and abiotic stresses [7,8], profoundly affect plant-insect interactions [9], affect the pollen-stigma signaling [10], and prevent epidermal fusions [11].
Wax biosynthesis begins with de novo C16 and C18 fatty acid biosynthesis in the plastids of epidermal cells, and further elongates into VLCFAs in the endoplasmic reticulum (ER). The VLCFAs are then modified via two pathways: the alkane-forming pathway and the alcohol-forming pathway. The former generates aldehydes, alkanes, secondary alcohols, and ketones, while the latter produces primary alcohols and wax esters [2,5,6]. As the essential precursors of wax, VLCFAs are synthesized under the consecutive catalyzes of four different enzymes, namely, β-ketoacyl-CoA synthase (KCS), β-ketoacyl-CoA reductase (KCR), β-hydroxyacyl-CoA dehydratase (PAS2/HCD), and enoyl-CoA reductase (ECR/CER10), which formed a fatty acid elongase (FAE) complex [5,6,12]. Among the enzymes, KCSs determine substrate specificity, and are key rate-limiting condensing enzymes. In Arabidopsis, a large family of 21 KCS genes has been annotated [13]. To date, several KCSs have been reported. FAE1/KCS18 encodes a seed-specific condensing enzyme that catalyzes the elongation of C18 to C20 and C22 [14]. KCS2 and KCS20 are responsible for the elongation of C20 to C22 and are functionally redundant [15]. KCS9 is involved in the elongation of C22 to C24 fatty acids, which play multiple roles in the production of suberins, cuticular waxes, and membrane lipids [16]. KCS1 is required for the elongation of C24 VLCFAs [17]. KCS5/CER60 and KCS6/CER6 play redundant roles in the elongation of C26 to C28 during wax biosynthesis, among which KCS6 (CER6) plays a major role [10,18,19,20]. Together with KCS5/CER60 or KCS6/CER6, three BAHD acyltransferases members, CER2, CER2-like1, and CER2-like2, participate in the synthesis of VLCFAs longer than C28 [9,21,22].
For economically important leafy vegetables in Brassica species, such as Brassica rapa (A genome) and Brassica oleracea (C genome), the waxless and glossy phenotype is an important commodity trait in breeding [23,24]. Therefore, identifying genes responsible for the glossy phenotype facilitates the breeding of new varieties with a glossy green phenotype. In Brassica oleracea, Bol018504 (CER1) is responsible for the glossy trait of four materials, in which the alkane-forming pathway of wax biosynthesis is significantly affected [4,25,26]. Bol013612 (CER4) is the candidate gene in two glossy materials, in which the primary alcohols and wax esters from the alcohol-forming pathway are severely reduced [27,28]. Recently, Ji et al. (2021) identified a new glossy cabbage genotype and found that Bo1g039030 (BoCER2) was the candidate gene, in which wax monomers longer than C28 were significantly decreased [23]. In Brassica rapa, only two wax biosynthesis-related genes have been identified. BrWax1 was first reported and Bra013809 (CER2) was the candidate gene [29]. Bra032670 (CER1), with different sequence variations, was responsible for the glossy trait in three B.rapa materials [24,30,31].
In this study, we characterized a novel glossy green Chinese cabbage mutant, SD369, which showed a significant reduction of wax monomers longer than C26. Genetic analysis suggested that the glossy trait was controlled by a single recessive gene. Map-based cloning revealed that the Bra024749 gene, which is homologous to CER60 (KCS5) in Arabidopsis, was the candidate gene, which has never been reported in Brassica species. Furthermore, sequence analysis and expression analysis showed that a 5567-bp insertion blocked VLCFA elongation from C26 to C28 in SD369, thus causing a wax deficiency. Additionally, we developed and validated two functional markers. These findings will provide new insight into the plant cuticular wax metabolic networks and will promote molecular marker-assisted breeding in B.rapa.

2. Results

2.1. Phenotypic Characterization and Genetic Analysis of Glossy Trait in SD369

SD369 is a spontaneous wax-deficient mutant found in the Chinese cabbage field. In contrast to the typical waxy appearance of R16-11 (P2), all aerial organs of SD369 (P1), such as the leaves (Figure 1a), stems (Figure 1b), flower buds (Figure 1c), and seedpods, were glossy green. Cryo-SEM analysis revealed many more wax crystals on R16-11 (Figure 1h) than on the SD369 (Figure 1d). The wax crystals on R16-11 were mainly flaky and columnar. However, the leaves of SD369 were covered with only a few wax crystals (Figure 1d), and the wax crystal shape was granular.
F1, F2, BC1P1, and BC1P2 populations were generated to investigate the SD369 glossy trait inheritance. The F1 plants were all waxy, indicating that the waxy phenotype was dominant in the glossy phenotype. In a small F2 population, 102 plants were waxy and 40 were glossy, corresponding to a segregation ratio of 3:1 by the chi-square test (Table 1). A larger F2 population showed similar results (3026 waxy: 954 glossy, χ2 = 2.25 < χ20.05 = 3.84). A ratio of 1:1 (540 waxy:494 glossy, χ2 = 2.05 < χ20.05 = 3.84) was obtained in the BC1 P1 population, while in the BC1 P2 population, all 200 individuals were waxy (Table 1). These results indicated that the glossy phenotype of SD369 is controlled by a single recessive gene (Table 1). We tentatively named this locus BrWAX3.

2.2. Cuticular Wax Analysis via GC-MS

To investigate the reason of wax depletion in SD369, cuticular wax from W-bulk and G-bulk was examined by GC-MS. The wax load on waxy leaves reached, on average, 149.67 µg per g fresh weight, whereas wax loads on glossy leaves were severely reduced, with an average of 48.56 µg/g fresh weight, which reduced 68% of the wax load when compared to W-bulk (Figure 2b, Table S1). Wax composition analysis revealed that most products from alkane-forming pathways decreased severely in G-bulk. For instance, the C29 alkane, C30 aldehyde, and C29 ketones in G-bulk reached only 2.5, 0, and 4.4%, respectively, of the levels found on the leaves of W-bulk (Figure 2a, Table S1). However, the C25 alkane and C26 aldehyde were significantly increased in G-bulk than in W-bulk (Figure 2a, Table S1). Considering the products from the alcohol-forming pathway, the amount of C28 primary alcohol decreased by 62% in G-bulk, whereas the amount of C26 primary alcohol increased approximately 2.8-fold in G-bulk. Similarly, the amounts of C28 and C30 fatty acids decreased significantly, whereas the amount of C26 fatty acids increased significantly in G-bulk (Figure 2a, Table S1). Overall, wax components with chain lengths beyond C26 decreased severely in glossy plants, while shorter chains increased several-fold compared with those in the waxy plants. These findings suggested that the glossy phenotype of SD369 might be caused by the interruption in VLCFA carbon-chain elongation from C26 to C28 during cuticular wax biosynthesis.

2.3. Fine Mapping of the BrWAX3 Gene

To identify candidates of the BrWAX3 gene, 50 waxy (W-pool) and 50 glossy (G-pool) individuals were selected from the F2 population and used to construct two extreme pools for Bulked Segregant Analysis (BSA). In total, we obtained 168 and 173 million raw reads for the W-pool and G-pool (Table S2), and 1418,060 SNPs and 201,519 InDels were identified between the two DNA pools. Through sliding window analysis with the absolute value of Δ(SNP-index), a 6.5-Mb candidate region from 19.65 to 26.15 Mb on chromosome A09 was identified at a 0.01 confidence level (Figure 3a).
Based on BSA-seq analysis results, 56 KASP markers were developed, and 20 markers (Table S3) were polymorphic between the parents. Using these 20 KASP markers, 93 F2 plants were genotyped for linkage analysis (Table S4). As shown in Figure 3b, the BrWAX3 locus was initially mapped to a region on chromosome A09 between KASP markers LF3-K47 and LF3-K56, with a physical interval of 232 kb. The genetic distances between the BrWAX3 locus and LF3-K47 and LF3-K56 were 0.1 and 0.5 cM, respectively (Figure 3b).
To further finely map the BrWAX3 locus, 954 glossy F2 plants were screened using flanking markers, LF3-K33 and LF3-K51, and a total of 115 recombinants (type 1 and type 10) were identified (Figure 3c). All the 115 recombinants were further genotyped using LF3-K36, LF3-K37, LF3-K40, LF3-K42, LF3-K46, LF3-K47, LF3-K56, and LF3-4K9, based on which 6 recombinants (type 6 and type 8) were identified (Figure 3c). Then, 4 KASP markers and 7 sequencing markers were further developed to genotype the 6 recombinants. The results delimited the BrWAX3 gene to a 161.82-kb interval between markers LF3-seq8 and LF3-K60 (type 7 and type 8) (Figure 3c), with 1 recombinant between BrWAX3 and LF3-seq8 and 3 recombinants between BrWAX3 and LF3-K60. Five markers, namely, LF3-seq7, LF3-seq2, LF3-seq3, LF3-seq5, and LF3-seq9, co-segregated with the BrWAX3 gene in the fine-mapping population (Figure 3c).

2.4. Candidate Gene Analysis

According to the annotation of B.rapa reference genome (V1.5), a total of 16 annotated or predicted genes were found within the 161.82-kb candidate interval (Table 2). Among these 16 genes, only the Bra024749 gene, which is homologous to CER60 in Arabidopsis, could be the candidate gene (Table 2). CER60 encodes a β-ketoacyl-CoA synthase that is involved in the biosynthesis of very long-chain fatty acids (VLCFAs) during cuticular wax biosynthesis.
The genomic sequence (gDNA) and coding sequence (CDS) of Bra024749 in the parental lines were amplified and sequenced using the primer pairs BrWAX3-Ful-F and BrWAX3-Ful-R1 (Table S5). The results showed that the Bra024749 gene in the waxy parent R16-11 was 2112 bp in length and contained 2 exons and 1 intron (Figure 4a). The CDS of the Bra024749 gene in R16-11 was 1494 bp in length, which shares 87% identity with CER60 (KCS5) in Arabidopsis. Therefore, Bra024749 was also designated BrCER60.A09 in this study. However, in the glossy parent SD369, the Bra024749 gene was 7679 bp in length, which was caused by a 5567-bp insertion at 590 bp in the first exon (Figure 4a,c). The large fragment insertion disrupted the normal transcription and translation of Bra024749 in SD369. As shown in Figure 4a, no CDS products were detected in glossy SD369 using full-length primer pairs BrWAX3-Ful-F and BrWAX3-Ful-R1. Five primer pairs (P2-P6) (Figure 4b and Figure S1, Table S5) spanning the full length of Bra024749 in SD369 were further designed. Two of the five cDNA products, amplified using primers BrWAX3-P3 and BrWAX3-P5 (Figure 4b), could not be detected, which explained why the full-length CDS of Bra024749 in SD369 could not be detected when the full-length primer pairs were used. We also mapped the RNA sequencing (RNA-seq) reads from G-bulk to the Bra024749 gDNA sequence of SD369, and the results showed that very few reads were mapped to the 3200–3450 bp region and the 5500–5650 bp region (Figures S2 and S3), among the amplified regions of primers BrWAX3-P3 and BrWAX3-P5, respectively, which supported that transcription of Bra024749 in SD369 was interrupted. Most importantly, the 5567-bp insertion caused premature translation termination at the 205 amino acid position, which caused the loss of function of BrWAX3 (Figure 4c,d).
Based on the 5567-bp insertion, a functional marker BrWAX3-InDel (primer pairs BrWAX3-InDel-F and BrWAX3-InDel-R, Table S5), which could amplify a 222-bp and 5789-bp product from lines R16-11 and SD369, respectively, was developed. When Phanta® High-Fidelity DNA Polymerase (5 s/kb amplification rate) (Vazyme, Nanjing, China) with 30 s PCR extension time was used, all glossy F2 individuals showed 5789-bp products, and waxy F2 individuals presented either a homozygous 222-bp band or both bands (Figure 4e), which revealed that BrWAX3-InDel co-segregated with the cuticular wax phenotype in the F2 population. We also assayed the BrWAX3-InDel marker in the BC1P1 population and another F2 population (SD369 × SD2135)-F2 via EasyTaq DNA Polymerase (1 min/kb amplification rate) (Trans, Beijing, China) in conjunction with a 30 s PCR extension time. The results also showed 100% consistency between the cuticular wax phenotype and genotype (Figures S4 and S5) with no band in glossy individuals and a 222-bp band in waxy individuals, as the 30 s PCR extension time (1 min/kb amplification rate) was not enough for the 5789-bp product in glossy plants but was sufficient for the 222-bp product in waxy plants. We also developed and validated a KASP marker BrWAX3-KASP1 based on the 5567-bp insertion (Figure 4f,g), which could be used for high-throughput genotyping systems.
Taken together, the above findings suggest that the Bra024749 gene is the candidate gene for the cuticular wax gene BrWAX3.

2.5. Expression Pattern Analysis and Subcellular Localization of BrWAX3

The expression levels of Bra024749 (BrCER60.A09) in different tissues of the two parent lines were examined by qRT-PCR analysis using primer pairs BrWAX3-qF and BrWAX3-qR (Table S5). The results suggested that the Bra024749 transcript was found in various tissues, including the stems, leaves, sepals, petals, stamens, and pistils, but not in the roots, with the highest level in leaves (Figure 5a). The expression of Bra024749 was much lower in SD369 than in the waxy parent R16-11 in any of the tissues we examined (Figure 5a).
To evaluate the subcellular localization, a fusion protein of BrCER60-GFP under the drive of 35 S CaMV promoter was transiently expressed in tobacco leaf epidermal cells. The results showed that the green fluorescent signals from BrCER60-GFP were found in the ER (Figure 6a), exactly overlapping with the red fluorescent signals from the ER marker (Figure 6b–d), indicating that Bra024749 (BrCER60.A09) was localized to the ER.

2.6. Sequence and Expression Pattern Analysis of BrCER6.A07

In Arabidopsis, CER6 (AT1G68530) is a paralog of CER60 (AT1G25450) [18]. Therefore, we blasted the coding sequence of CER6 (AT1G68530) against the B.rapa genome, and found that the best-hit gene was Bra004034 (BrCER6.A07), which shared 82.2% identity with the candidate Bra024749 (BrCER60.A09) at the coding sequence level. We designed a gene-specific primer pair, BrCER6.A07-ful-F and BrCER6.A07-ful-R (Table S5), to amplify the full-length CDS of BrCER6.A07 in SD369 and R16-11. The CDSs of BrCER6.A07 from SD369 and R16-11 were submitted to GeneBank under accession numbers OPO46432 and OPO46431. Eight SNPs were identified between the coding sequences of R16-11 and SD369 (Figure S6, Table S6). Even though two SNPs caused nonsynonymous mutations, they did not affect protein function (Figure S7, Table S6). We also compared the expression level of BrCER6.A07 in the parental lines using primer pairs BrCER6.A07-qF and BrCER6.A07-qR (Table S5). As shown in Figure 5b, the stamen showed the highest expression levels, whereas much lower levels were found in stems and leaves. Furthermore, BrCER6.A07 showed a comparable level in stems between SD369 and R16-11 and was lower in leaves of waxy R16-11, which suggested that the BrCER6.A07 gene was not responsible for glossy phenotype.

2.7. Transcriptome Analysis in Waxy and Glossy Stems

We performed comparative transcriptome analysis between the W-bulk and G-bulk to identify the gene regulatory networks involved in cuticular wax biosynthesis. We obtained approximately 261 million raw reads for the six cDNA libraries, ranging from 42.3 to 44.4 million reads per library (Table S7). The raw data were submitted to SRA database under accession number PRJNA860219 (accessed on 19 July 2022). Among the clean reads, 75.1–79.7% were uniquely mapped to the reference genome (Table S7). In total, we identified 5314 differentially expressed genes (DEGs) between the W-bulk and G-bulk, among which 2513 genes were upregulated and 2801 were downregulated in the G-bulk compared with the W-bulk.
KEGG pathway enrichment analysis revealed that ‘cutin, suberine, and wax biosynthesis’ was significantly enriched (Figure 7a). In accordance with the reduced amount of cuticular wax in glossy plants, the candidate gene Bra024749 (BrCER60.A09) was significantly downregulated in G-bulk, but most of the other genes involved in wax biosynthesis and its regulation were upregulated (Figure 7b, Table S8). For example, the genes LACS2 (Bra032284), ECR (Bra007154), CER2 (Bra013809), KCS2 (Bra015296), and KCS20 (Bra033694), which participate in fatty acid elongation, were upregulated in G-bulk (Figure 7b, Table S8). Most of the genes in alkane-forming pathways, such as CER3 (Bra002692), MAH1 (Bra027907, Bra027906, Bra027904, Bra027898 and Bra027897), and genes in alcohol-forming pathway, such as CER4 (Bra011470) and WSD1 (Bra000019), were all upregulated in glossy plants (Figure 7b, Table S8). Additionally, the SHINE1 (Bra026140), SHINE3 (Bra009837 and Bra036543), MYB30 (Bra033067, Bra039040 and Bra025361) and MYB106 (Bra039140) genes, which participate in transcriptional regulation of cutin and wax biosynthesis, were also upregulated in G-bulk (Figure 7b, Table S8). Our qRT-PCR analysis of wax metabolism-related genes was consistent with the RNA-seq results (Figure S8). Cuticular waxes contain not only VLCFAs and their derivatives, but also other secondary metabolites, such as terpenoids, sterols, and flavonoids [6,24,32]. As expected, pathways of ‘flavonoid biosynthesis’, ‘phenylalanine metabolism’, ‘glucosinolate biosynthesis’, ‘stilbenoid, diarylheptanoid and gingerol biosynthesis’ were significantly enriched (Figure 7a), and most genes in these pathways were downregulated in G-bulk (Table S8), which was consistent with the reduced number of waxes in glossy plants.

3. Discussion

In the present study, the BrWAX3 gene, which confers wax biosynthesis, was successfully and finely mapped to a physical interval of 161.82 kb. Several lines of evidence indicate that Bra024749 (BrCER60.A09) is the candidate gene for BrWAX3. (1) Among the 16 annotated genes within the 161.82 kb interval, only one gene, Bra024749, which is homologous to CER60/KCS5 in Arabidopsis, might be involved in cuticular wax biosynthesis. (2) The expression level of BrCER60.A09 in all aerial organs was much lower in glossy plants than in waxy plants. (3) A 5567-bp insertion was found in glossy plants, which resulted in a premature stop codon and loss of function of the CER60 enzyme. (4) Two functional markers for BrCER60.A09 co-segregated with the wax phenotype. (5) Subcellular localization analysis showed that the BrCER60.A09 was localized to the ER, which is the site of wax biosynthesis. (6) Cuticular wax composition analysis showed a reduction of wax monomers with chain lengths beyond C26 and an increased proportion of shorter chains, which was in agreement with the CER60 function in Arabidopsis [19]. Overall, the 5567-bp insertion of BrCER60.A09 in SD369 was the main cause of the glossy phenotype.
Studies in Arabidopsis showed that several cer mutants (cer1, cer2, cer3, and cer6) are male sterile due to defective pollen recognition or failed pollen hydration [18,33,34]. CER6/KCS6 is involved in VLCFA elongation of C26 to C28 during cuticular wax biosynthesis. The cer6 mutant showed a substantial reduction of derivatives beyond C26, nearly abolished stem wax accumulation, and exhibited conditional male sterility [10,18,19,20]. CER60/KCS5, a paralog of CER6/KCS6, plays a redundant role with CER6/KCS6 in wax biosynthesis, but CER6/KCS6 plays a major role [19]. The mutation in CER60/KCS5 caused only a slight reduction in total wax amounts in leaves and flowers, and the wax amounts in stems barely changed [19]. In our study, the mutation of BrWAX3 (BrCER60.A09) in SD369 caused a significant reduction of wax monomers with chain lengths beyond C26 and an increased number of shorter chains, which was the same as CER60/KCS5 in Arabidopsis [19]. However, BrWAX3 (BrCER60.A09) showed a higher expression level in stems and leaves than Bra004034 (BrCER6.A07) did (Figure 5a and Figure S9), and the mutation of BrWAX3 (BrCER60.A09) in SD369 caused an obvious glossy appearance of its stems, leaves, and flower buds, reflecting the predominant role of BrWAX3 (BrCER60.A09) in wax biosynthesis on aerial organs in Chinese cabbage. These results were different from those for CER60/KCS5 in Arabidopsis, which is transcribed at a low level in all the mature shoot tissues [20] and plays a minor role in wax biosynthesis [19]. However, another study revealed that GUS expression driven by the AtKCS5 promoter was much higher than that driven by AtKCS6 [35], which is consistent with the results of our study. Additionally, we obtained many seeds after self-pollination of SD369, suggesting that the mutation of BrWAX3 (BrCER60.A09) in glossy SD369 did not cause male sterility, which was different from the male sterility that occurred for the cer6 mutant [10,18]. We speculated that the higher expression of BrCER6.A07 in stamens might compensate for the loss of function of BrWAX3 (BrCER60.A09) in stamens of SD369 and restore the fertility. Further studies, such as those involving the generation of BrWAX3 (BrCER60.A09) and BrCER6.A07 single and double mutants, the identification of their possible roles in wax biosynthesis, and functional analysis of these two genes, are needed to provide more evidence for the involvement of these genes in wax formation and pollen development in B.rapa.
The SD369 mutant and the cloned BrWAX3 gene are important for breeding B.rapa varieties. B.rapa includes a variety of vegetables, such as Chinese cabbage, Pakchoi, Cai-xin, and purple cai-tai. The edible parts of Cai-xin and purple cai-tai are tender stems, for which the glossy appearance is preferred by customers [30]. Therefore, breeders can introduce the locus from SD369 to Cai-xin and purple cai-tai, which would create new varieties with glossy phenotype but does not influence male fertility (unlike the cer1 mutant in B.rapa). We also developed two functional markers, BrWAX3-InDel and BrWAX3-KASP1, for BrWAX3 (BrCER60.A09) based on the 5567-bp insertion, which could be used for molecular marker-assisted breeding either through agarose gel electrophoresis or by high-throughput genotyping platforms.
The global effect of BrWAX3 (BrCER60.A09) mutation on gene expression in Chinese cabbage was also investigated via comparative transcriptome analysis. In contrast to the lower expression level of BrWAX3 (BrCER60.A09) in glossy plants, most genes in the fatty acid elongation, alkane-forming, and alcohol-forming pathways of wax biosynthesis, and in the transcriptional and posttranscriptional regulation of wax biosynthesis, were upregulated in glossy plants, indicating that a feedback mechanism occurred in glossy plants, which was consistent with the feedback observed in nwgl glossy cabbage [25]. However, we could not confirm it was the downregulation of BrWAX3 (BrCER60.A09) or the reduced amount of wax that caused the feedback. Additionally, genes involved in cutin biosynthesis, such as CYP77A6 (Bra029852) and CYP86A4 (Bra032642), were also upregulated in glossy plants (Table S8), which are similar to those in our previous studies [24].

4. Materials and Methods

4.1. Plant Materials

SD369 (P1), a doubled haploid (DH) line of Chinese cabbage with glossy phenotype, and R16-11 (P2), a DH line with wax phenotype, were used as the parents to construct the F1, F2, and BC1 populations for inheritance analysis and map-based cloning. Additionally, another F2 population, (SD369 × SD2135)-F2, was generated for marker validation by crossing the glossy line SD369 with the waxy line SD2135. All generations were grown in open fields at Henan Academy of Agricultural Sciences. At the bolting stage, the glossy and waxy phenotypes were assessed visually. Chi-square test (χ2) was used to examine the phenotype segregation ratios.

4.2. Cryo-Scanning Electron Microscopy (cryo-SEM) and Gas Chromatography-Mass Mpectrometry (GC-MS)

A Hitachi SU3500 (Japan) scanning electron microscope was used to observe the abundance and morphology of wax of leaves from SD369 and R16-11. The method for cryo-SEM was followed as in our previous study [24].
W-bulk and G-bulk were constructed by mixing equal amounts of leaves from 10 waxy or 10 glossy F2 plants, respectively. In total, three biological replicates of W-bulk and G-bulk were constructed. The cuticular wax composition and components in W-bulk and G-bulk were assessed via GC-MS at Shanghai Jiao Tong University, which was performed as described in our previous study [24].

4.3. Identification of Candidate Genes via Bulked-Segregant Analysis Sequencing (BSA-Seq) and Kompetitive Allele-Specific PCR (KASP) Assays

Candidate genes were identified according to the BSA-seq method [36]. Two DNA pools were constructed by mixing equal amounts of DNA from 50 waxy F2 individuals (W-pool) and 50 glossy F2 individuals (G-pool). The two DNA pools were resequenced by Anoroad Biotech Co., Ltd. (Beijing, China) using 150-bp PE strategy. The raw data were deposited in the Sequence Read Archive (SRA) in NCBI as PRJNA859942. The Burrows-Wheeler Aligner (BWA) [37] was used to map the clean reads to the B.rapa reference genome V1.5 [38]. The SAMtools software (V1.3.1) [39] was used to detect the single-nucleotide polymorphism (SNP) and insertion/deletion (InDel) variants between the W-pool and G-pool. Then, we calculated the SNP-index and Δ(SNP-index) for all genomic positions in the W-pool and G-pool, which was performed as in our previous studies [24,40]. Finally, the absolute value of Δ(SNP-index) was calculated for sliding window analysis, with a 1-Mb window width and a 50-kb sliding window step.
We used KASP assay to conduct the initial linkage analysis of the BrWAX3 gene, which was performed as our previous studies [24,40,41]. First, SNPs showing polymorphism between the two DNA pools and nearing the candidate BSA-seq region were selected for KASP marker development [40]. Then, KASP markers (Table S3), showing polymorphism between the two parents, were employed to genotype the F2 population containing 93 individuals. The genetic linkage map was constructed using JoinMap 4.0 software [42], and followed as in our previous studies [24,40].
954 individuals with glossy phenotypes were used for fine mapping of the candidate gene.

4.4. Gene Cloning and Sequence Analysis

BrCER60.A09, the candidate gene of BrWAX3, and its homologue BrCER6.A07, were cloned using Phanta® High-Fidelity enzyme Mix (Vazyme, Nanjing, China) in a total volume of 50 μL reaction: 3 μL DNA template, 3 μL of both forward and reverse primers, 25 μL enzyme mix, and 16 μL ddH2O. The PCR conditions were performed as in the manuals. The PCR products were sequenced by Sunya Biotech Co., Ltd. (Zhengzhou, China). The sequences of SD369 and R16 were aligned using DNAMAN.

4.5. RNA Extraction and Expression Analysis

Various tissue samples (root, stem, leaf, sepal, petal, stamen, and pistil) of SD369 and R16-11 were collected. The total RNA of each sample was extracted using RNAiso Plus reagent (TaKaRa, Japan), and the first-strand cDNA was synthesized using the TransScript One-Step gDNA Removal and cDNA Synthesis Kit (Trans, Beijing, China). Quantitative real-time PCR (qRT-PCR) was performed with SYBR Premix Ex TaqTM II (TaKaRa, Japan). The analysis of gene relative expression data was performed using the 2-ΔΔCt method [43]. BrGAPDH was employed as the reference gene [24,40]. The primers are listed in Table S5.

4.6. Subcellular Localization

The coding sequences of BrCER60.A09 without the stop codon were amplified from waxy R16-11 using the primer pairs BrWAX3-fulF and BrWAX3-fulR2 (Table S5). The amplified cDNA fragments were subsequently inserted into the modified pBWA(V)HS vector under the control of the 35 S promoter. The resultant binary plasmid was referred to as pBrCER60-GFP. A pAtPIN5-RFP construct was used as an ER marker [44]. Vector of pBrCER60-GFP, pAtPIN5-RFP, and the blank control vector were infiltrated into epidermal cells of tobacco leaves through Agrobacterium-mediated transformation. Fluorescence signals were observed with a confocal laser scanning microscope (Nikon C1, Japan).

4.7. Transcriptome Analysis

The W-bulk and G-bulk each with three replicates were subjected to mRNA sequencing by BioMarker Tech Co., Ltd. (Beijing, China). The clean reads of each sample were aligned to the B.rapa reference genome (V1.5) using HISAT2 software (V2.1.0) [45]. Then, the fragments per kilobase of transcript per million mapped reads (FPKM) value of each gene were calculated to estimate gene expression levels. Genes with a q-value ≤ 0.05 and |log2(fold change)| ≥ 1 identified by DESeq2 (V1.6.3) [46] were recognized as differentially expressed genes (DEGs). Kyoto Encyclopedia of Genes and Genomes (KEGG) pathway enrichment analysis was implemented using TBtools [47].

5. Conclusions

The present study showed the molecular mechanism of wax deficiency in SD369. The BrWAX3 locus was fine-mapped to an interval of 161.82 kb, and Bra024749 (BrCER60.A09), which encodes a β-ketoacyl-CoA synthase, was the most likely candidate gene for BrWAX3. A 5567-bp insertion of BrWAX3 (BrCER60.A09) in glossy SD369 caused a loss of protein function, thus blocking the VLCFA elongation of C26 to C28, and ultimately resulting in the glossy phenotype. The loss of function of BrWAX3 (BrCER60.A09) in glossy plants also caused feedback of genes involved in cutin and wax biosynthesis pathways. Besides, two functional markers for BrWAX3 were developed and validated. Our research will promote molecular research on wax synthesis in Brassica rapa.

Supplementary Materials

The following supporting information can be downloaded at: https://www.mdpi.com/article/10.3390/ijms231810938/s1.

Author Contributions

Conceptualization, Y.Y. and X.Z.; methodology, S.Y.; software, H.T.; formal analysis, X.W. and H.S.; investigation, Y.Z., Z.W. and L.N.; resources, X.Z.; data curation, S.Y. and H.T.; writing—original draft preparation, S.Y.; writing—review and editing, Y.Y. and X.Z.; supervision, X.Z.; funding acquisition, S.Y. and X.Z. All authors have read and agreed to the published version of the manuscript.

Funding

This research was funded by the Programs for Excellent Youth of Henan Academy of Agricultural Science (grant number 2022 YQ10), the Natural Science Foundation of Henan Province (grant number 222300420197), the National Science Foundation of China (grant number 32202485), Sci-Tech Innovation Team of Henan Academy Agricultural Sciences (grant number 2022 TD06), Joint Research Project of Improved Agricultural Varieties in Henan Province (grant number 2022010504).

Institutional Review Board Statement

Not applicable.

Informed Consent Statement

Not applicable.

Data Availability Statement

The raw data from BSA-seq analysis have been deposited into the SRA database (https://www.ncbi.nlm.nih.gov/sra/) with accession number PRJNA859942 (accessed on 18 July 2022). The raw data from transcriptome analysis were deposited in the SRA database under accession number PRJNA860219 (accessed on 19 July 2022). The CDS sequence of BrWAX3 from waxy R16-11 was deposited in Genbank under accession number OPO46430 (accessed on 28 July 2022).

Conflicts of Interest

The authors declare no conflict of interest.

References

  1. Riederer, M.; Schreiber, L. Protecting against water loss: Analysis of the barrier properties of plant cuticles. J. Exp. Bot. 2001, 52, 2023–2032. [Google Scholar] [CrossRef] [PubMed]
  2. Haslam, T.M.; Kunst, L. Arabidopsis ECERIFERUM2-LIKEs are mediators of condensing enzyme function. Plant Cell Physiol. 2021, 61, 2126–2138. [Google Scholar] [CrossRef] [PubMed]
  3. Beisson, F.; Li-Beisson, Y.; Pollard, M. Solving the puzzles of cutin and suberin polymer biosynthesis. Curr. Opin. Plant Biol. 2012, 15, 329–337. [Google Scholar] [CrossRef] [PubMed]
  4. Liu, Z.; Fang, Z.; Zhuang, M.; Zhang, Y.; Lv, H.; Liu, Y.; Li, Z.; Sun, P.; Tang, J.; Liu, D.; et al. Fine-Mapping and analysis of Cgl1, a gene conferring glossy trait in Cabbage (Brassica oleracea L. var. capitata). Front. Plant Sci. 2017, 8, 239. [Google Scholar] [CrossRef] [PubMed]
  5. Lee, S.B.; Suh, M.C. Advances in the understanding of cuticular waxes in Arabidopsis thaliana and crop species. Plant Cell Rep. 2015, 34, 557–572. [Google Scholar] [CrossRef] [PubMed]
  6. Bernard, A.; Joubès, J. Arabidopsis cuticular waxes: Advances in synthesis, export and regulation. Prog. Lipid Res. 2013, 52, 110–129. [Google Scholar] [CrossRef]
  7. Bourdenx, B.; Bernard, A.; Domergue, F.; Pascal, S.; Léger, A.; Roby, D.; Pervent, M.; Vile, D.; Haslam, R.P.; Napier, J.A.; et al. Overexpression of Arabidopsis ECERIFERUM1 promotes wax very-long-chain alkane biosynthesis and influences plant response to biotic and abiotic stresses. Plant Physiol. 2011, 156, 29–45. [Google Scholar] [CrossRef]
  8. Yang, M.; Yang, Q.; Fu, T.; Zhou, Y. Overexpression of the Brassica napus BnLAS gene in Arabidopsis affects plant development and increases drought tolerance. Plant Cell Rep. 2011, 30, 373–388. [Google Scholar] [CrossRef]
  9. Haslam, T.M.; Mañas-Fernández, A.; Zhao, L.; Kunst, L. Arabidopsis ECERIFERUM2 is a component of the fatty acid elongation machinery required for fatty acid extension to exceptional lengths. Plant Physiol. 2012, 160, 1164–1174. [Google Scholar] [CrossRef]
  10. Millar, A.A.; Clemens, S.; Zachgo, S.; Giblin, E.M.; Taylor, D.C.; Kunst, L. CUT1, an Arabidopsis gene required for cuticular wax biosynthesis and pollen fertility, encodes a very-long-chain fatty acid condensing enzyme. Plant Cell 1999, 11, 825–838. [Google Scholar] [CrossRef] [Green Version]
  11. Sieber, P.; Schorderet, M.; Ryser, U.; Buchala, A.; Kolattukudy, P.; Métraux, J.P.; Nawrath, C. Transgenic Arabidopsis plants expressing a fungal cutinase show alterations in the structure and properties of the cuticle and postgenital organ fusions. Plant Cell 2000, 12, 721–738. [Google Scholar] [CrossRef] [PubMed]
  12. Haslam, T.M.; Kunst, L. Extending the story of very-long-chain fatty acid elongation. Plant Sci. 2013, 210, 93–107. [Google Scholar] [CrossRef] [PubMed]
  13. Beaudoin, F.; Wu, X.; Li, F.; Haslam, R.P.; Markham, J.E.; Zheng, H.; Napier, J.A.; Kunst, L. Functional characterization of the Arabidopsis beta-ketoacyl-coenzyme A reductase candidates of the fatty acid elongase. Plant Physiol. 2009, 150, 1174–1191. [Google Scholar] [CrossRef] [PubMed]
  14. Millar, A.A.; Kunst, L. Very-long-chain fatty acid biosynthesis is controlled through the expression and specificity of the condensing enzyme. Plant J. 1997, 12, 121–131. [Google Scholar] [CrossRef]
  15. Lee, S.B.; Jung, S.J.; Go, Y.S.; Kim, H.U.; Kim, J.K.; Cho, H.J.; Park, O.K.; Suh, M.C. Two Arabidopsis 3-ketoacyl CoA synthase genes, KCS20 and KCS2/DAISY, are functionally redundant in cuticular wax and root suberin biosynthesis, but differentially controlled by osmotic stress. Plant J. 2009, 60, 462–475. [Google Scholar] [CrossRef]
  16. Kim, J.; Jung, J.H.; Lee, S.B.; Go, Y.S.; Kim, H.J.; Cahoon, R.; Markham, J.E.; Cahoon, E.B.; Suh, M.C. Arabidopsis 3-ketoacyl-coenzyme a synthase9 is involved in the synthesis of tetracosanoic acids as precursors of cuticular waxes, suberins, sphingolipids, and phospholipids. Plant Physiol. 2013, 162, 567–580. [Google Scholar] [CrossRef]
  17. Todd, J.; Post-Beittenmiller, D.; Jaworski, J.G. KCS1 encodes a fatty acid elongase 3-ketoacyl-CoA synthase affecting wax biosynthesis in Arabidopsis thaliana. Plant J. 1999, 17, 119–130. [Google Scholar] [CrossRef]
  18. Fiebig, A.; Mayfield, J.A.; Miley, N.L.; Chau, S.; Fischer, R.L.; Preuss, D. Alterations in CER6, a gene identical to CUT1, differentially affect long-chain lipid content on the surface of pollen and stems. Plant Cell 2000, 12, 2001–2008. [Google Scholar] [CrossRef]
  19. Huang, H.; Ayaz, A.; Zheng, M.; Yang, X.; Zaman, W.; Zhao, H.; Lü, S. Arabidopsis KCS5 and KCS6 play redundant roles in wax synthesis. Int. J. Mol. Sci. 2022, 23, 4450. [Google Scholar] [CrossRef]
  20. Hooker, T.S.; Millar, A.A.; Kunst, L. Significance of the expression of the CER6 condensing enzyme for cuticular wax production in Arabidopsis. Plant Physiol. 2002, 129, 1568–1580. [Google Scholar] [CrossRef] [Green Version]
  21. Pascal, S.; Bernard, A.; Sorel, M.; Pervent, M.; Vile, D.; Haslam, R.P.; Napier, J.A.; Lessire, R.; Domergue, F.; Joubès, J. The Arabidopsis cer26 mutant, like the cer2 mutant, is specifically affected in the very long chain fatty acid elongation process. Plant J. 2013, 73, 733–746. [Google Scholar] [CrossRef] [PubMed]
  22. Kim, J.; Kim, R.J.; Lee, S.B.; Chung Suh, M. Protein-protein interactions in fatty acid elongase complexes are important for very-long-chain fatty acid synthesis. J. Exp. Bot. 2022, 73, 3004–3017. [Google Scholar] [CrossRef] [PubMed]
  23. Ji, J.; Cao, W.; Tong, L.; Fang, Z.; Zhang, Y.; Zhuang, M.; Wang, Y.; Yang, L.; Lv, H. Identification and validation of an ECERIFERUM2-LIKE gene controlling cuticular wax biosynthesis in cabbage (Brassica oleracea L. var. capitata L.). Theor. Appl. Genet. 2021, 134, 4055–4066. [Google Scholar] [CrossRef] [PubMed]
  24. Yang, S.; Liu, H.; Wei, X.; Zhao, Y.; Wang, Z.; Su, H.; Zhao, X.; Tian, B.; Zhang, X.W.; Yuan, Y. BrWAX2 plays an essential role in cuticular wax biosynthesis in Chinese cabbage (Brassica rapa L. ssp. pekinensis). Theor. Appl. Genet. 2022, 135, 693–707. [Google Scholar] [CrossRef]
  25. Zhu, X.; Tai, X.; Ren, Y.; Chen, J.; Bo, T. Genome-wide analysis of coding and long non-coding RNAs involved in cuticular wax biosynthesis in cabbage (Brassica oleracea L. var. capitata). Int. J. Mol. Sci. 2019, 20, 2820. [Google Scholar] [CrossRef]
  26. Dong, X.; Ji, J.; Yang, L.; Fang, Z.; Zhuang, M.; Zhang, Y.; Lv, H.; Wang, Y.; Sun, P.; Tang, J.; et al. Fine-mapping and transcriptome analysis of BoGL-3, a wax-less gene in cabbage (Brassica oleracea L. var. capitata). Mol. Genet. Genom. 2019, 294, 1231–1239. [Google Scholar] [CrossRef] [PubMed]
  27. Liu, D.; Tang, J.; Liu, Z.; Dong, X.; Zhuang, M.; Zhang, Y.; Lv, H.; Sun, P.; Liu, Y.; Li, Z.; et al. Cgl2 plays an essential role in cuticular wax biosynthesis in cabbage (Brassica oleracea L. var. capitata). BMC Plant Biol. 2017, 17, 223. [Google Scholar] [CrossRef]
  28. Liu, D.; Dong, X.; Liu, Z.; Tang, J.; Zhuang, M.; Zhang, Y.; Lv, H.; Liu, Y.; Li, Z.; Fang, Z.; et al. Fine mapping and candidate gene identification for wax biosynthesis locus, BoWax1 in Brassica oleracea L. var. capitata. Front. Plant Sci. 2018, 9, 309. [Google Scholar] [CrossRef]
  29. Zhang, X.; Liu, Z.; Wang, P.; Wang, Q.; Yang, S.; Feng, H. Fine mapping of BrWax1, a gene controlling cuticular wax biosynthesis in Chinese cabbage (Brassica rapa L. ssp. pekinensis). Mol. Breeding 2013, 32, 867–874. [Google Scholar] [CrossRef]
  30. Wang, C.; Li, Y.; Xie, F.; Kuang, H.; Wan, Z. Cloning of the Brcer1 gene involved in cuticular wax production in a glossy mutant of non-heading Chinese cabbage (Brassica rapa L. var. communis). Mol. Breeding 2017, 37, 142. [Google Scholar] [CrossRef]
  31. Liu, C.; Song, G.; Wang, N.; Huang, S.; Feng, H. A single SNP in Brcer1 results in wax deficiency in Chinese cabbage (Brassica campestris L. ssp. pekinensis). Sci. Hortic. 2021, 282, 110019. [Google Scholar] [CrossRef]
  32. Samuels, L.; Kunst, L.; Jetter, R. Sealing plant surfaces: Cuticular wax formation by epidermal cells. Annu. Rev. Plant Biol. 2008, 59, 683–707. [Google Scholar] [CrossRef] [PubMed]
  33. Preuss, D.; Lemieux, B.; Yen, G.; Davis, R.W. A conditional sterile mutation eliminates surface components from Arabidopsis pollen and disrupts cell signaling during fertilization. Genes Dev. 1993, 7, 974–985. [Google Scholar] [CrossRef]
  34. Hülskamp, M.; Kopczak, S.D.; Horejsi, T.F.; Kihl, B.K.; Pruitt, R.E. Identification of genes required for pollen-stigma recognition in Arabidopsis thaliana. Plant J. 1995, 8, 703–714. [Google Scholar] [CrossRef] [PubMed]
  35. Singh, S.; Geeta, R.; Das, S. Comparative sequence analysis across Brassicaceae, regulatory diversity in KCS5 and KCS6 homologs from Arabidopsis thaliana and Brassica juncea, and intronic fragment as a negative transcriptional regulator. Gene Expr. Patterns 2020, 38, 119146. [Google Scholar] [CrossRef]
  36. Takagi, H.; Abe, A.; Yoshida, K.; Kosugi, S.; Natsume, S.; Mitsuoka, C.; Uemura, A.; Utsushi, H.; Tamiru, M.; Takuno, S.; et al. QTL-seq: Rapid mapping of quantitative trait loci in rice by whole genome resequencing of DNA from two bulked populations. Plant J. 2013, 74, 174–183. [Google Scholar] [CrossRef]
  37. Li, H.; Durbin, R. Fast and accurate long-read alignment with Burrows-Wheeler transform. Bioinformatics 2010, 26, 589–595. [Google Scholar] [CrossRef]
  38. Wang, X.; Wang, H.; Wang, J.; Sun, R.; Wu, J.; Liu, S.; Bai, Y.; Mun, J.H.; Bancroft, I.; Cheng, F.; et al. The genome of the mesopolyploid crop species Brassica rapa. Nat. Genet. 2011, 43, 1035–1039. [Google Scholar] [CrossRef]
  39. Li, H.; Handsaker, B.; Wysoker, A.; Fennell, T.; Ruan, J.; Homer, N.; Marth, G.; Abecasis, G.; Durbin, R. The Sequence Alignment/Map format and SAMtools. Bioinformatics 2009, 25, 2078–2079. [Google Scholar] [CrossRef]
  40. Yang, S.; Liu, H.; Zhao, Y.; Su, H.; Wei, X.; Wang, Z.; Zhao, X.; Zhang, X.W.; Yuan, Y. Map-based cloning and characterization of Br-dyp1, a gene conferring dark yellow petal color trait in Chinese cabbage (Brassica rapa L. ssp. pekinensis). Front. Plant Sci. 2022, 13, 841328. [Google Scholar] [CrossRef]
  41. Yang, S.; Yu, W.; Wei, X.; Wang, Z.; Zhao, Y.; Zhao, X.; Tian, B.; Yuan, Y.; Zhang, X. An extended KASP-SNP resource for molecular breeding in Chinese cabbage (Brassica rapa L. ssp. pekinensis). PLoS ONE 2020, 15, e0240042. [Google Scholar] [CrossRef] [PubMed]
  42. Ooijen, J.; Van, J.W. JoinMap 4, Software for the Calculation of Genetic Linkage Maps in Experimental Populations, version 4; Kyazma B.V.: Wageningen, The Netherlands, 2006. [Google Scholar]
  43. Livak, K.J.; Schmittgen, T.D. Analysis of relative gene expression data using real-time quantitative PCR and the 2-ΔΔCt method. Methods 2001, 25, 402–408. [Google Scholar] [CrossRef] [PubMed]
  44. Mravec, J.; Skůpa, P.; Bailly, A.; Hoyerová, K.; Krecek, P.; Bielach, A.; Petrásek, J.; Zhang, J.; Gaykova, V.; Stierhof, Y.D.; et al. Subcellular homeostasis of phytohormone auxin is mediated by the ER-localized PIN5 transporter. Nature 2009, 459, 1136–1140. [Google Scholar] [CrossRef] [PubMed]
  45. Kim, D.; Langmead, B.; Salzberg, S.L. HISAT: A fast spliced aligner with low memory requirements. Nat. Methods 2015, 12, 357–360. [Google Scholar] [CrossRef] [PubMed]
  46. Love, M.I.; Huber, W.; Anders, S. Moderated estimation of fold change and dispersion for RNA-seq data with DESeq2. Genome Biol. 2014, 15, 550. [Google Scholar] [CrossRef]
  47. Chen, C.; Chen, H.; Zhang, Y.; Thomas, H.R.; Frank, M.H.; He, Y.; Xia, R. TBtools: An integrative toolkit developed for interactive analyses of big biological data. Mol. Plant 2020, 13, 1194–1202. [Google Scholar] [CrossRef] [PubMed]
Ijms 23 10938 g001 550
Figure 1. Phenotypic characterization of cuticular waxes in the two parent lines (SD369 and R16-11). The stem (a), leaf (b), and flower buds (c) of SD369 showed glossy phenotype at the bolting stage, as compared to the waxy appearance of R16-11 stem (e), leaf (f), and flower buds (g). Cryo-scanning electron microscopy images of leaves from SD369 (d) and R16-11 (h). Bar = 10 μm in (d,h).
Figure 1. Phenotypic characterization of cuticular waxes in the two parent lines (SD369 and R16-11). The stem (a), leaf (b), and flower buds (c) of SD369 showed glossy phenotype at the bolting stage, as compared to the waxy appearance of R16-11 stem (e), leaf (f), and flower buds (g). Cryo-scanning electron microscopy images of leaves from SD369 (d) and R16-11 (h). Bar = 10 μm in (d,h).
Ijms 23 10938 g001
Ijms 23 10938 g002 550
Figure 2. Cuticular wax composition in leaves from W-bulk and G-bulk. (a) Wax composition of W-bulk and G-bulk. (b) Total wax load of W-bulk and G-bulk. Error bars indicate SD (n = 3). ** p-value < 0.01.
Figure 2. Cuticular wax composition in leaves from W-bulk and G-bulk. (a) Wax composition of W-bulk and G-bulk. (b) Total wax load of W-bulk and G-bulk. Error bars indicate SD (n = 3). ** p-value < 0.01.
Ijms 23 10938 g002
Ijms 23 10938 g003 550
Figure 3. Map-based cloning of BrWAX3 gene in Chinese cabbage. (a) BSA-seq analysis for BrWAX3. The Δ(SNP-index) was calculated at 1-Mb intervals with a 50-kb sliding window. One candidate region was identified on chromosome A09. (b) Initial mapping of BrWAX3. The genetic map of BrWAX3 was showed with cM as the unit. (c) Fine mapping of BrWAX3. The BrWAX3 gene was delimited to an interval between LF3-seq8 and LF3-K60 on chromosome A09, with an estimated physical length of 161.82 kb, and 16 genes were annotated in this region based on the reference genome sequence. The genetic structure of each recombinant type is depicted as white for homozygous glossy phenotype, black for heterozygous alleles, respectively. The number of each recombinant type is indicated in the brackets.
Figure 3. Map-based cloning of BrWAX3 gene in Chinese cabbage. (a) BSA-seq analysis for BrWAX3. The Δ(SNP-index) was calculated at 1-Mb intervals with a 50-kb sliding window. One candidate region was identified on chromosome A09. (b) Initial mapping of BrWAX3. The genetic map of BrWAX3 was showed with cM as the unit. (c) Fine mapping of BrWAX3. The BrWAX3 gene was delimited to an interval between LF3-seq8 and LF3-K60 on chromosome A09, with an estimated physical length of 161.82 kb, and 16 genes were annotated in this region based on the reference genome sequence. The genetic structure of each recombinant type is depicted as white for homozygous glossy phenotype, black for heterozygous alleles, respectively. The number of each recombinant type is indicated in the brackets.
Ijms 23 10938 g003
Ijms 23 10938 g004 550
Figure 4. Candidate gene analysis of BrWAX3. (a) Amplification products of the full length primer using DNA and cDNA from SD369 and R16-11. The full length CDS of glossy SD369 could not be detected. (b) Amplification products of each fragmental primer using cDNA from SD369. (c) BrWAX3 includes 2 exons and 1 intron. (d) A 5567-bp insertion in glossy SD369 caused a premature stop codon. (e) Validation of the functional marker BrWAX3-InDel in F2 individuals. (f,g) Validation of the functional marker BrWAX3-KASP1 in BC1P1 population (f) and in (SD369 × SD2135)-F2 population (g).
Figure 4. Candidate gene analysis of BrWAX3. (a) Amplification products of the full length primer using DNA and cDNA from SD369 and R16-11. The full length CDS of glossy SD369 could not be detected. (b) Amplification products of each fragmental primer using cDNA from SD369. (c) BrWAX3 includes 2 exons and 1 intron. (d) A 5567-bp insertion in glossy SD369 caused a premature stop codon. (e) Validation of the functional marker BrWAX3-InDel in F2 individuals. (f,g) Validation of the functional marker BrWAX3-KASP1 in BC1P1 population (f) and in (SD369 × SD2135)-F2 population (g).
Ijms 23 10938 g004
Ijms 23 10938 g005 550
Figure 5. Gene expression data analysis. Quantitative RT-PCR of BrWAX3 (BrCER60.A09) (a) and Bra004034 (BrCER6.A07) (b) in different tissues of the two parents. The BrGAPDH was used as an internal control. Error bars indicate SE (n = 3). * p < 0.05. ** p < 0.01.
Figure 5. Gene expression data analysis. Quantitative RT-PCR of BrWAX3 (BrCER60.A09) (a) and Bra004034 (BrCER6.A07) (b) in different tissues of the two parents. The BrGAPDH was used as an internal control. Error bars indicate SE (n = 3). * p < 0.05. ** p < 0.01.
Ijms 23 10938 g005
Ijms 23 10938 g006 550
Figure 6. Subcellular localization analysis of BrWAX3 (BrCER60.A09). (a,e) The fusion construct BrWAX3-GFP (a) and the construct control (e) were transiently introduced into the tobacco leaf epidermal cells. (b,f) Fluorescence signals of an ER marker protein AtPIN5 fused with RFP. (c,g) Bright-field image. (d,h) Merged image of bright field and fluorescence.
Figure 6. Subcellular localization analysis of BrWAX3 (BrCER60.A09). (a,e) The fusion construct BrWAX3-GFP (a) and the construct control (e) were transiently introduced into the tobacco leaf epidermal cells. (b,f) Fluorescence signals of an ER marker protein AtPIN5 fused with RFP. (c,g) Bright-field image. (d,h) Merged image of bright field and fluorescence.
Ijms 23 10938 g006
Ijms 23 10938 g007 550
Figure 7. Transcriptome analysis in waxy and glossy stems. (a) Scatter plot of top 20 enriched KEGG pathways. Rich factor is the ratio of the DEG number to the background number in a certain pathway. The size of the dots represents the number of genes, and the color of the dots represents the range of the p-value. (b) Differentially expressed genes involved in cuticular wax metabolism. The heatmap colors are shown in log2(FPKM + 1). Three biological replicates of the W-bulk and G-bulk are shown.
Figure 7. Transcriptome analysis in waxy and glossy stems. (a) Scatter plot of top 20 enriched KEGG pathways. Rich factor is the ratio of the DEG number to the background number in a certain pathway. The size of the dots represents the number of genes, and the color of the dots represents the range of the p-value. (b) Differentially expressed genes involved in cuticular wax metabolism. The heatmap colors are shown in log2(FPKM + 1). Three biological replicates of the W-bulk and G-bulk are shown.
Ijms 23 10938 g007
Table
Table 1. Genetic analysis of the glossy trait in crosses between SD369 and R16-11.
Table 1. Genetic analysis of the glossy trait in crosses between SD369 and R16-11.
PopulationTotalWaxyGlossyExpected ratioχ2χ20.05
P1 (SD369)10100---
P2 (R16-11)10010---
F115150---
F2-small142102403:10.763.84
F2-large398030269543:12.253.84
BC1P1 (F1 × SD369)10205404941:12.053.84
BC1P2 (F1 × R16-11)3003000---
Table
Table 2. Annotated genes in the candidate interval of the BrWAX3 locus.
Table 2. Annotated genes in the candidate interval of the BrWAX3 locus.
Gene NameGene Position on A09Arabidopsis HomologGene Function
Bra02476324151883-24153849AT1G25280Member of TLP family
Bra02476224164515-24164946AT5G05020Pollen Ole e 1 allergen and extension family protein
Bra02476124171584-24174217AT1G25320Leucine-rich repeat protein kinase family protein
Bra02476024179389-24180542AT1G25340putative transcription factor (MYB116)
Bra02475924185650-24190615AT1G25350glutamine-tRNA ligase, putative/glutaminyl-tRNA synthetase
Bra02475824192301-24193325AT1G25370hypothetical protein (DUF1639)
Bra02475724197064-24199869AT1G25375Metallo-hydrolase/oxidoreductase superfamily protein
Bra02475624207077-24209333AT1G25380Encodes a mitochondrial-localized NAD+ transporter that transports NAD+ in a counter exchange mode with ADP and AMP in vitro
Bra02475524210118-24212198AT1G25390Protein kinase superfamily protein
Bra02475424226168-24227349AT2G05970F-box protein (DUF295)
Bra02475324253251-24253559AT1G25422hypothetical protein
Bra02475224279278-24280968AT1G29470S-adenosyl-L-methionine-dependent methyltransferases superfamily protein
Bra02475124285640-24285933AT1G25425CLAVATA3/ESR-RELATED 43
Bra02475024299524-24301114AT1G25440B-box type zinc finger protein with CCT domain-containing protein
Bra02474924304800-24306911AT1G25450Encodes KCS5, a member of the β-ketoacyl-CoA synthase family involved in the biosynthesis of VLCFA (very long chain fatty acids); CER60
Bra02474824311235-24312823AT1G69710Regulator of chromosome condensation (RCC1) family with FYVE zinc finger domain-containing protein
Publisher’s Note: MDPI stays neutral with regard to jurisdictional claims in published maps and institutional affiliations.

Share and Cite

MDPI and ACS Style

Yang, S.; Tang, H.; Wei, X.; Zhao, Y.; Wang, Z.; Su, H.; Niu, L.; Yuan, Y.; Zhang, X. BrWAX3, Encoding a β-ketoacyl-CoA Synthase, Plays an Essential Role in Cuticular Wax Biosynthesis in Chinese Cabbage. Int. J. Mol. Sci. 2022, 23, 10938. https://doi.org/10.3390/ijms231810938

AMA Style

Yang S, Tang H, Wei X, Zhao Y, Wang Z, Su H, Niu L, Yuan Y, Zhang X. BrWAX3, Encoding a β-ketoacyl-CoA Synthase, Plays an Essential Role in Cuticular Wax Biosynthesis in Chinese Cabbage. International Journal of Molecular Sciences. 2022; 23(18):10938. https://doi.org/10.3390/ijms231810938

Chicago/Turabian Style

Yang, Shuangjuan, Hao Tang, Xiaochun Wei, Yanyan Zhao, Zhiyong Wang, Henan Su, Liujing Niu, Yuxiang Yuan, and Xiaowei Zhang. 2022. "BrWAX3, Encoding a β-ketoacyl-CoA Synthase, Plays an Essential Role in Cuticular Wax Biosynthesis in Chinese Cabbage" International Journal of Molecular Sciences 23, no. 18: 10938. https://doi.org/10.3390/ijms231810938

APA Style

Yang, S., Tang, H., Wei, X., Zhao, Y., Wang, Z., Su, H., Niu, L., Yuan, Y., & Zhang, X. (2022). BrWAX3, Encoding a β-ketoacyl-CoA Synthase, Plays an Essential Role in Cuticular Wax Biosynthesis in Chinese Cabbage. International Journal of Molecular Sciences, 23(18), 10938. https://doi.org/10.3390/ijms231810938

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