Qualitative and quantitative pigments analyses
The total anthocyanin contents in ‘Yanzhi Mi’ and ‘Dayuanyangjin’ petals were similar at S1 stage. At other four floral development stages, the total anthocyanin accumulated significantly higher levels in ‘Yanzhi Mi’ petals, especially at S2 stage; the anthocyanin contents of ‘Yanzhi Mi’ petals were 35.9 times higher than those of ‘Dayuanyangjin’ petals at S2 stage (Fig. 1B). In ‘Yanzhi Mi’ petals, the anthocyanin contents were highest at S2 stage, decreased rapidly at S3 stage, and remained unchanged at S4 and S5 stages. In contrast, the anthocyanin contents of ‘Dayuanyangjin’ petals were highest at S1 stage, decreased rapidly at S2 stage, and remained unchanged until S5 stages. The flavonoid contents in ‘Dayuanyangjin’ petals were higher compared to in ‘Yanzhi Mi’ petals at S1 stage, and were similar at other four floral development stages (Fig. 1B). The results indicated that anthocyanins might play vital roles in pink flower color formation of ‘Yanzhi Mi’. Therefore, we went further to identify the anthocyanin composition of petals of ‘Yanzhi Mi’ and ‘Dayuanyangjin’. In total, seven anthocyanins were identified in the petals of the two cultivars, which included cyanidin-3-glucoside-5-xyloside, cyanidin-3-rutinoside, cyanidin-3-glucoside, cyanidin-3-xyloside, peonidin -3-glucoside-5-xyloside, peonidin 3, 5-diglucoside and Pelargonidin-3-diphrhamnoside. Among seven anthocyanins, Pelargonidin-3-diphrhamnoside, cyanidin-3-glucoside-5-xyloside and cyanidin-3-xyloside are the three most abundant anthocyanins of the petals of ‘Yanzhi Mi’ at S2 stage (Fig. 1C and Table S2). These results suggested that the derivatives of cyanidin, peonidin and pelargonidin might be responsible for the pink of ‘Yanzhi Mi’ petals.
Transcriptome sequencing, de novo assembly and annotation
The color variation of the petals of ‘Yanzhi Mi’ may be related with the accumulation of anthocyanins, which prompts us to further investigate the transcrptional variation of the candidate genes in the anthocyanin biosynthesis pathway. The transcriptomes of the petals of ‘Yanzhi Mi’ and ‘Dayuanyangjin’ at five floral development stages were obtained by Illumina technologe. Following data cleaning and quality checking, 722,321,099 reads with Q30 values ≥90.00% were obtained from the 30 libraries. Among the clean reads, >96% had quality scores at Q20 level (Table S3). The sequencing raw data were deposited in the NCBI database and can be accessed in the Short Reads Archive (SRP304986).
The clean reads were 216.70 Gb (total length), which was equivalent to ~310 fold coverage of the genome of R. obtusum (about 0.7 Gb). All clean reads were merged and de novo assembled using the Trinity platform software, resulting in the generation of 412,910 transcripts with an average length of 1276.10 bp and a N50 length of 1881 bp (Table 1). Most of the reads could be mapped back to the assembled transcripts and the total length of all transcripts was approximately 527 Mb. These transcripts were further subjected to cluster and assembly analyses and resulted in 137,018 unigenes with an average length of 1069.22 bp and an N50 value of 1549 bp, of which 34.19% unigenes (46,853) were more than 1kbin length (Table 1).
Table 1. Length distribution of assemble transcripts and unigenes
Nucleotides length (bp)
|
Transcripts
|
Unigenes
|
300-500
|
104,752 (25.37%)
|
45,881 (33.49%)
|
500-1000
|
122,396 (29.64%)
|
44,284 (32.32%)
|
1000-2000
|
106,483(25.79%)
|
28,573 (20.85%)
|
>2000
|
79,279 (19.20%)
|
18,280 (13.34%)
|
Total Number
|
412,910
|
137,018
|
Total Length
|
526,912,718
|
146,502,783
|
N50 Length
|
1,881
|
1,549
|
Mean Lenth
|
1276.10
|
1069.22
|
Sequence similarity search was carried out against protein sequences available in various databases using the BLASTX algorithm with an E value threshold of 1e-10. Among the 137,018 unigenes, 77,578 (56.6%), 45,902 (33.5%), 42,496 (31.0%), 28,005 (20.4%), 18,018 (13.2%), 49,672 (36.3%) and 44,816 (32.7%) were blasted into the NCBI and database of Non-Redundant Protein Sequences (NR), Gene Ontology (GO), Eukaryotic Ortholog Groups (KOG), Cluster of Orthologous Groups of Proteins (COG), Kyoto Encyclopedia of Genes and Genomes (KEGG), Swiss-Prot protein (SwissProt), Protein Family (Pfam), respectively (Table S4).
DEG identification and GO and KEGG enrichment
The criterion false discovery rate (FDR) value ≤0.05 and |log2 (fold change)| ≥ 1 was used as the standard for pairwise differential expression analysis of the five sample groups (Y-S1vs D-S1, Y-S2 vs D-S2, Y-S3 vs D-S3, Y-S4 vs D-S4 and Y-S5 vs D-S5) (Fig. 2). A total of 2780 differentially expressed genes (DEGs) were identified in ‘Yanzhi Mi’ vs ‘Dayuanyangjin’ comparison at the five floral development stages. No DEG was found at S1 stage. 2546 DEGs were identified with 1327 upregulated and 1219 downregulated genes in Y-S2 vs D-S2 comparison. The largest number of upregulated DEGs and downregulated DEGs were both observed in this comparison. A sharp decline in the total number of DEGs between ‘Yanzhi Mi’ vs ‘Dayuanyangjin’ at S3 stage was observed with a total of 213 upregulated and 33 downregulated genes. The total number of DEGs in Y-S4 vs D-S4 (44 DEGs with 31 upregulated and 13 downregulated) was similar to Y-S5 vs D-S5 (46 DEGs with 27 upregulated and 19 downregulated), and there are very few DEGs in both of them (Fig. 2). Overall, the number of upregulated genes in ‘Yanzhi Mi’ petals was greater than the number of downregulated genes during floral development. These results indicate that the S2 stage is the key stage to determine the flower color difference between ‘Yanzhi Mi’ and ‘Dayuanyangjin’.
To illustrate the main biological functions of DEGs, we conducted Gene Ontology (GO) enrichment and Kyoto Encyclopedia of Genes and Genomes (KEGG) pathway analyses. A GO enrichment analysis provides a description of gene products in terms of their associated Biological Process (BP), Cellular Component (CC), and Molecular Function (MF) [28].
Totally, All DEGs were assigned into 53 GO categories and 1,607 DGEs in Y-S2 vs D-S2 were also categorized into 53 GO categories. 42 significant enriched GO categories (p-value ≤ 0.05) were identified in Y-S2 vs D-S2 and the most highly enriched terms were “cell” including 1169 DEGs (Fig. 3A). Significantly up-regulated DEGs were observed in the six GO categories (‘DNA-binding transcription factor activity; GO:0003700’, ‘sequence-specific DNA binding; GO:0043565’, ‘DNA replication initiation; GO:0006270’, ‘flavonoid biosynthetic process; GO:0009813’, ‘MCM complex; GO:0042555’and ‘naringenin-chalcone synthase activity;GO:0016210) at S2 stage (Fig. 3B). Of these, four GO categories (DNA-binding transcription factor activity, sequence-specific DNA binding, flavonoid biosynthetic process and naringenin-chalcone synthase activity) were found to be related to the color of flower. GO categories (pectin catabolic process; GO:0045490, apoplast; GO:0048046, chitinase activity; GO:0004568 and pectatelyase activity; GO:0030570) were found to be more rich among down-regulated DEGs (Fig. 3B).
All DEGs were annotated into 94 metabolic pathways using the KEGG database. Compared with ‘Dayuanyangjin’, 427 unigenes were differentially expressed in ‘Yanzhi Mi’ petals at S2 stage, including 220 up-regulated unigenes and 207 down-regulated unigenes (Table S5). These DEGs were categorized into 92 pathways and KEGG pathway analysis indicated that ‘Flavonoid biosynthesis’ and ‘Phenylpropanoid biosynthesis’ were the two most enriched pathways, which included 20 and 34 unigenes, respectively (Fig. 4).
According to the results of pigment determination and GO and KEGG annotation of DEGs, a total of 62 unigenes were involved in the anthocyanin biosynthesis pathway (Table 2 and Table S6).
Table 2. Candidate anthocyanin structural genes and transcription factor genes identified among DEGs in the petals.
Gene
|
Protein
|
No. Alla
|
No. Upb
|
No. Downc
|
PAL
|
Phenylalanine ammonia-lyase
|
1
|
1
|
0
|
4CL
|
4-coumarate--CoA ligase
|
3
|
2
|
1
|
CHS
|
Chalcone synthase
|
6
|
6
|
0
|
CHI
|
Chalcone isomerase
|
1
|
1
|
0
|
F3H
|
Flavanone 3-hydroxylase
|
2
|
2
|
0
|
F3'H
|
Flavonoid 3'-hydroxylase
|
1
|
1
|
0
|
F3'5'H
|
Flavonoid 3'5'-hydroxylase
|
1
|
1
|
0
|
FLS
|
Flavone synthase
|
3
|
2
|
1
|
DFR
|
Dihydroflflavonol 4-reductase
|
2
|
2
|
0
|
ANS
|
Anthocyanidin synthase
|
1
|
1
|
0
|
FLS
|
flavonol synthase
|
3
|
2
|
1
|
3GT
|
Anthocyanidin 3-O-glucosyltransferase
|
2
|
1
|
1
|
5,3GT
|
Anthocyanidin 5,3-O-glucosyltransferase
|
1
|
0
|
1
|
R2R3-MYB
|
R2R3-MYB transcription factors
|
26
|
14
|
12
|
bHLH
|
Basic helix–loop–helix transcription factors
|
9
|
8
|
1
|
a The total number of unigens analyzed; b The number of unigens with expression significantly upegulated in ‘Yanzhi Mi’ petals compared with ‘Dayuanyangjin’ petals; c The number of unigens with expression significantly downregulated in ‘Yanzhi Mi’ petal compared with ‘Dayuanyangjin’ petals.
Expression Patterns of Genes Involved in Anthocyanin Biosynthesis Pathway
We identified 16 DEGs from 27 candidate anthocyanin structural genes, which encoded seven putative enzymes involved in anthocyanin biosynthesis. The synthetic pathway and expression profiles of these gens were shown in Fig. 5A. These genes included CHS (6), CHI (1), F3H (2), F3’H (1), DFR (2), ANS (1), and GT (3), and exhibited significant differential expression in the petals of ‘Yanzhi Mi’ vs ‘Dayuanyangjin’. We found that except for GTs, all of genes encoding six enzymes showed similar expression levels in the petals of ‘Yanzhi Mi’ and ‘Dayuanyangjin’ at S1 stage, and three genes encoding GTs all showed lower expression levels in ‘Yanzhi Mi’ petals than in ‘Dayuanyangjin’ petals. At S2 stage, the expression levels of thirteen gene (except for GTs) were higher in ‘Yanzhi Mi’ petals than in ‘Dayuanyangjin’ petals with the maximum multiple 2.82 (DFR1) and the minimum multiple 1.75 (F3H2) ; three GTs showed lower expression levels in the petals of ‘Yanzhi Mi’. At S3 stage, thirteen gene showed higher transcript levels in ‘Yanzhi Mi’petals than in ‘Dayuanyangjin’ petals with the maximum multiple 2.9 (3GT1) and the minimum multiple 1.19 (CHI); F3H1 and F3H2 showed similar expression levels in the petals of ‘Yanzhi Mi’ and ‘Dayuanyangjin’, but 5,3GT showed lower expression levels in ‘Yanzhi Mi’ petals. However, only two genes CHS5 (TRINITY_DN49577_c0_g1) and F3’H (TRINITY_DN68439_c2_g2) showed higher expression levels at S4 stage in ‘Yanzhi Mi’ petals compared to in ‘Dayuanyangjin’ petals. At S5 stage, the expression of seven genes was similar in the petals of ‘Yanzhi Mi’ and ‘Dayuanyangjin’, eight gene higher in ‘Yanzhi Mi’ cpetals, and 5,3GT (TRINITY_DN64021_c3_g2) was not expressed in ‘Yanzhi Mi’ and ‘Dayuanyangjin’ petals.
In ‘Yanzhi Mi’, many genes of the anthocyanin synthetic pathway showed the maximum expression at S2 stage and then decreased at each subsequent developmental stage. For example, CHS3, CHS4, CHS5, CHS6, CHI, F3H1, and F3’H were expressed more at S2 stage than at other floral development stages, of which F3’H (TRINITY_DN68439_c2_g2) was 1.14-, 4.22-, 5.20- and 5.83-fold upregulated at S2 stage, respectively, compared to its expression at S1, S3, S4 and S5 stages. However, in ‘Dayuanyanjin’ flowers, the expression levels of ten genes (CHSs, CHI, F3Hs and F3’H) were highest at S1 stage. For example, F3’H (TRINITY_DN68439_c2_g2) was 2.21-, 6.13-, 6.24- and 5.93-fold upregulated at S1 stage, respectively, compared to its expression at S2, S3, S4 and S5 stages. The DFR genes (TRINITY_DN67151_c2_g1, TRINITY_DN67151_c2_g3) , 3GT1 (TRINITY_DN52552_c0_g1,) and 3GT2 (TRINITY_DN62746_c0_g1) in ‘Dayuanyanjin’ petals had different expression pattern and were strongly expressed at S4 stage, S5 stage and S4 stage, respectively, which were the same as in ‘Yanzhi Mi’ petals.
Correlations of the expression profiles of the above-mentioned 16 genes were detected by Pillet’s method [29], and positive correlations between these genes (Pearson’s r > 0.65, P < 0.05) were identified (Fig. 5B,5C). Compared with the gene expression correlation map of ‘Dayuanyangjin’ petals, we found eight early anthocyanin pathway genes (including CHS3, CHS4, CHS5, CHS6, CHI, F3H1, F3H2 and F3’H) were strongly related and shared more than two positive correlations with other genes in ‘Yanzhi Mi’ petals. Interestingly, a late anthocyanin pathway gene, 3GT1, showed different regulation processes and share negative correlation with six early anthocyanin pathway genes (CHS3-CHS6, F3H1 and F3H2). This correlation pattern clearly suggests that these anthocyanin pathway genes might be co-regulated by the same transcription factors.
The gene expression of transcription factor related to flower color formation
The expression of most of the structural genes in the anthocyanin biosynthetic pathway was coordinately regulated by a ternary complex (R2R3-MYB, bHLH, and WDR transcription factors) [30]. The above-mentioned analysis showed that S2 stage is the key stage to determine the flower color difference between ‘Yanzhi Mi’ and ‘Dayuanyangjin’. Therefore, we selected the transcription factors related to flower color formation and differentially expressed in two cultivars at S2 stage for further analysis. We identified 35 DEGs from the DEG data encoding candidate transcription factors, including 26 unigenes encoding R2R3-MYBs and 9 encoding bHLHs (Table S6).
26 predicted MYB genes were divided into 2 clusters based on their expression profiles in ‘Yanzhi Mi’ and ‘Dayuanyanjin’ (Fig. 6A). The expression levels of MYBs in cluster 1 were more abundant in ‘Dayuanyanjin’ petals than in ‘Yanzhi Mi’ petals. By contrast, the transcription levels of MYBs in cluster 2 were significantly higher in ‘Yanzhi Mi’ petals compared to those in ‘Dayuanyanjin’ petals. 3 unigenes were differentially expressed with absolute log2 (FC values) >2, and they all were down-regulated genes (TRINITY_DN62378_c2_g1, TRINITY_DN49281_c1_g6 and TRINITY_DN59015_c3_g2). Notably, TRINITY_DN59015_c3_g2 and TRINITY_DN49281_c1_g6 was found to be closely related to VviR2R3-MYB in grape and EOBI in petunia (Fig. S1) [31,32];
The expression profiles of 9 predicted bHLH genes were divided into 2 groups (Fig. 6B). The candidate genes in Cluster 1 showed higher expression levels in ‘Dayuanyanjin’ petals than in ‘Yanzhi Mi’ petals. In contrast, the candidate genes in Cluster 2 exhibited high expression levels in ‘Yanzhi Mi’ petals than in ‘Dayuanyanjin’ petals. 2 unigenes were differentially expressed with absolute log2 (FC values) >1.5, including one down-regulated genes (TRINITY_DN49581_c1_g2) and one upregulated genes (TRINITY_DN50930_c0_g3). TRINITY_DN46669_c0_g1 in the cluster 2 was found to be closely related to VcobHLH040 (Fig. S2) [33], the gene was expressed significantly higher in ‘Yanzhi Mi’petals.
qPCR analysis validated the differentially expressed genes of the flavonoid pathway
To confirm the transcripts obtained in the sequencing analysis, the reliability of the comparative transcriptional data was further verified. A total of 10 structural genes transcripts and transcription factor transcripts that might be involved in anthocyanin biosynthesis were randomly selected for qPCR test. The relative expression levels of these transcripts at five floral development stages of ‘Yanzhi Mi’, and TPM (transcripts per million clean tags) values of these transcripts obtained from the sequencing data from the 15 samples of ‘Yanzhi Mi’ are shown in Fig. 7. These results showed that the expression patterns obtained by qPCR are consistent with the digital expression data, and indicated that the transcriptomic data used in this study for anthocyanin synthesis-related gene analysis were reliable and highly reproducible.