| Literature DB >> 31275350 |
Tao Zheng1, Yihua Lin1,2,3, Longping Wang1,4, Qiujin Lin1, Xiuxiang Lin1, Zhendong Chen1, Zhenyue Lin2.
Abstract
Melastoma malabathricum is an important medicinal and landscape plant that is globally distributed in temperate and subtropical regions. However, available genomic information for the entire Melastomataceae family is notably limited. In view of the application potential of floral parts in secondary metabolite extraction, we characterized for the first time the floral transcriptomes of two key M. malabathricum varieties, purple variety and white variety. Our transcriptome assembly generated 52,498 and 49,380 unigenes with an N50 of 1,906 and 1,929 bases for the purple and white varieties, respectively. Comparative analysis of two transcriptomes demonstrated that they are highly similar but also highlighted genes that are presumably lineage specific, which explains the phenotypes of each variety. Additionally, a shared transcriptional signature across the floral developmental stages was identified in both M. malabathricum varieties; this signature included pathways related to secondary metabolite synthesis, plant hormone signaling and production, energy homeostasis and nutrient assimilation pathways, and cellular proliferation. The expression levels of flavonoid accumulation and candidate flavonoid biosynthesis-related genes in M. malabathricum flower development stages validated the transcriptome findings. The transcriptome data presented in this study will serve as a valuable resource for future work on the exploitation of M. malabathricum and other related species. The gene expression dynamics during flower development will facilitate the discovery of lineage-specific genes associated with phenotypic characteristics and will elucidate the mechanism of the ontogeny of individual flower types.Entities:
Keywords: Melastoma malabathricum; flavonoid; floral ontogeny; floral transcriptome; lineage-specific expression
Year: 2019 PMID: 31275350 PMCID: PMC6594232 DOI: 10.3389/fgene.2019.00521
Source DB: PubMed Journal: Front Genet ISSN: 1664-8021 Impact factor: 4.599
Figure 1Transcriptome profiling during flower color development in the purple and white varieties of M. malabathricum. The successive stages of flower color development used in this study were unpigmented buds (stage 1), slightly pigmented buds (stage 2), and fully opened petals (stage 3). Stage 1 indicates that the flower buds have just emerged, and the last 10–12 days until stage 2 arise, wherein the buds’ length was equal to calyx. Stage 2 sustained 3–5 days until stage 3 appeared. The petals were fully opened in stage 3. P1–P3 represented stage 1 to stage 3 of the purple variety, and W1–W3 indicated stage 1 to stage 3 of the white variety.
Summary of the sequencing data generated and mapped to the corresponding M. malabathricum variety transcriptome assembly.
| Sample | Raw reads | Clean reads | Clean base (bp) | Total mapped reads (%) | GC (%) | Q20 (%) | Q30 (%) |
|---|---|---|---|---|---|---|---|
| P1 | 66879504 | 65081046 | 9728175931 | 54419101 (84.97) | 49.72 | 97.65 | 94.32 |
| P2 | 72984558 | 70689320 | 10571797430 | 59749469 (85.02) | 49.97 | 97.41 | 93.85 |
| P3 | 61664010 | 59904688 | 8950259129 | 51201673 (85.97) | 50.43 | 97.53 | 94.09 |
| Total/average (purple-variety) | 201528072 | 195675054 | 29250232490 | 166351295 (85.26) | 50.04 | 97.53 | 94.09 |
| W1 | 66604434 | 64606226 | 9659650195 | 53660248 (83.48) | 49.96 | 97.51 | 94.05 |
| W2 | 60905058 | 58993728 | 8814083921 | 48911732 (83.58) | 51.87 | 97.42 | 93.86 |
| W3 | 58413404 | 56677818 | 8473748955 | 47550854 (84.41) | 50.60 | 97.52 | 94.06 |
| Total/average (white-variety) | 185922896 | 180277772 | 26947483071 | 150693372 (83.85) | 50.81 | 97.48 | 93.99 |
Summary of the M. malabathricum transcriptome assembly.
| Purple variety | White variety | |
|---|---|---|
|
| ||
| Total unique sequences | 52,498 | 49,380 |
| Total base pair (Mb) | 55.5 | 52.18 |
| Average (bp) | 1,057 | 1,056 |
| N50 size (bp) | 1,906 | 1,929 |
| Minimum sequence length (bp) | 201 | 201 |
| Maximum sequence length (bp) | 16,634 | 16,125 |
| GC% | 47.23 | 47.86 |
|
| ||
| Nr | 34,605 | 32,752 |
| Swissprot | 25,826 | 27,091 |
| KOG | 21,448 | 20,084 |
| Kegg | 14,058 | 13,428 |
| Annotation genes | 34,856 | 34,715 |
| Without annotation gene | 17,642 | 14,665 |
Figure 2Characteristics of the transcriptome assembly in M. malabathricum. Coverage and assembly length in orthologous unigenes (A,B). Each dot represents a pair of orthologs. Distribution of the different SNP types in the purple (C) and white (D) varieties. Frequency of the different ratio of RNA editing in the purple (E) and white (F) varieties.
Figure 3Transcriptome dynamics during the various stages of flower development. (A) Distributions of the expression levels of all unigenes. (B) Heatmap comparing scaled expression values for M. malabathricum purple and white varieties across developmental stages. The blue bands indicate low gene expression levels; the red bands indicate high gene expression levels. (C) Pairwise correlations of gene expression between any stages of flower development in two M. malabathricum varieties are shown. The differentially expressed genes were identified by comparing the RPKM with |log2 fold change| > 2.0 and FDR-adjusted p ≤ 0.01.
Figure 4Enriched KEGG pathways for differentially expressed genes between any two M. malabathricum varieties. The number represents the FDR value. The red box indicates a pathway that was significantly enriched (the FDR value is <0.05).
Figure 5Validation of the flavonoid biosynthetic pathways in differentially expressed genes during flower development obtained by RNA-seq. Flavonoid abundance levels during flower color development. The amounts of flavonoids in petals at the three developmental stages and in the purple (P) and white (W) varieties determined by spectrophotometric analysis. Values indicate the average of four replicates for each sample. Verification of RNA-seq results by qPCR. The qPCR data are presented as mean ± SD (n=9), and the error bars represent the SD (*p < 0.05).