| Literature DB >> 27833615 |
Huifen Zhang1, Hua Li1, Biao Lai1, Haoqiang Xia2, Huicong Wang1, Xuming Huang1.
Abstract
Tropical evergreen perennials undergo recurrent flush growth, and their terminal buds alternate between growth and dormancy. In sharp contrast to the intensive studies on bud development in temperate deciduous trees, there is little information about bud development regulation in tropical trees. In this study, litchi (Litchi chinensis Sonn.) was used as a model tropical perennial for morphological characterization and transcriptomic analysis of bud development. Litchi buds are naked with apical meristem embraced by rudimentary leaves, which are brown at dormant stage (Stage I). They swell and turn greenish as buds break (Stage II), and as growth accelerates, the rudimentary leaves elongate and open exposing the inner leaf primodia. With the outgrowth of the needle-like leaflets, bud growth reaches a maximum (Stage III). When leaflets expand, bud growth cease with the abortion of the rudimentary leaves at upper positions (Stage IV). Then buds turn brown and reenter dormant status. Budbreak occurs again when new leaves become hard green. Buds at four stages (Stage I to IV) were collected for respiration measurements and in-depth RNA sequencing. Respiration rate was the lowest at Stage I and highest at Stage II, decreasing toward growth cessation. RNA sequencing obtained over 5 Gb data from each of the bud samples and de novo assembly generated a total of 59,999 unigenes, 40,119 of which were annotated. Pair-wise comparison of gene expression between stages, gene profiling across stages, GO/KEGG enrichment analysis, and the expression patterns of 17 major genes highlighted by principal component (PC) analysis displayed significant changes in stress resistance, hormone signal pathways, circadian rhythm, photosynthesis, cell division, carbohydrate metabolism, programmed cell death during bud development, which might be under epigenetic control involving chromatin methylation. The qPCR results of 8 selected unigenes with high PC scores agreed with the RPKM values obtained from RNA-seq. Three Short Vegetative Phase (SVP) genes, namely LcSVP1, LcSVP2, and LcSVP3 displayed different expression patterns, suggesting their differential roles in bud development regulation. The study brought an understanding about biological processes associated with the phase transitions, molecular regulation of bud development, as well as cyclic bud growth as a strategy to survive tropical conditions.Entities:
Keywords: Litchi chinensis Sonn.; RNA-seq; bud development; dormancy; gene profiling; short vegetative proteins; transcriptomics
Year: 2016 PMID: 27833615 PMCID: PMC5080376 DOI: 10.3389/fpls.2016.01517
Source DB: PubMed Journal: Front Plant Sci ISSN: 1664-462X Impact factor: 5.753
Figure 1Flush growth and stages for bud sampling. Vertical bars represent standard errors of means (n = 3).
Figure 2Morphological changes of litchi bud during the development cycle (A–I). Dashed line separates the dormant phase and the growing phase. Arrows in subfigure (A) indicate rudimentary leaves or leaf primodia. The arrow in subfigure (H) denotes a freshly-formed leaf scar from an abscised leaf at the upper position of the new flush.
Figure 3Respiration rates of buds at different stages. Vertical bars represent standard errors of means. Different letters above columns indicate significant difference (P < 0.05) between stages based on LSD multiple range tests (n = 5).
RNA Sequencing result.
| Stage I | 54,558,000 | 5,455,800,000 | 97.94 | 0.04 | 0.06 |
| Stage II | 62,364,000 | 6,236,400,000 | 97.88 | 0.04 | 0.06 |
| Stage III | 55,637,244 | 5,563,724,400 | 97.89 | 0.02 | 0.06 |
| Stage IV | 57,772,766 | 5,777,276,600 | 97.86 | 0.03 | 0.07 |
Results of .
| 59,999 | 43.31 | 770 | 10,827 | 201 | 558.7 | 33,521,309 |
Figure 4Venn diagram of unigenes annotated to the four databases.
Figure 5Numbers of differentially expressed genes involved in phase changes during bud development of litchi.
Changes in biological processes in buds indentified by GO analysis during Stage I to Stage II transition.
| Up-regulated | Histone lysine methylation | 3.0 | 1.78E-27 | 2.07E-24 |
| Cell division | 3.4 | 2.86E-27 | 3.33E-24 | |
| Microtubule-based process | 4.4 | 2.23E-26 | 2.60E-23 | |
| Peptidyl-lysine methylation | 3.1 | 3.37E-26 | 3.92E-23 | |
| Macromolecule methylation | 4.5 | 4.87E-25 | 5.67E-22 | |
| Cytoskeleton-dependent cytokinesis | 2.9 | 1.62E-24 | 1.89E-21 | |
| Cell cycle process | 5.3 | 1.83E-24 | 2.13E-21 | |
| Regulation of cell cycle phase transition | 1.5 | 2.20E-24 | 2.56E-21 | |
| Regulation of mitotic cell cycle phase transition | 1.5 | 2.20E-24 | 2.56E-21 | |
| Cytokinesis | 3.0 | 1.04E-23 | 1.21E-20 | |
| Down-regulated | Cellular response to acid chemical | 1.4 | 1.27E-06 | 0.00155 |
| Signal transduction | 7.9 | 2.71E-06 | 0.0033 | |
| Signaling | 8.0 | 3.11E-06 | 0.00378 | |
| Single organism signaling | 8.0 | 3.11E-06 | 0.00378 | |
| Energy derivation by oxidation of organic compounds | 1.0 | 4.80E-06 | 0.00584 | |
| Salicylic acid mediated signaling pathway | 0.9 | 5.54E-06 | 0.00674 | |
| Cellular response to salicylic acid stimulus | 0.9 | 5.54E-06 | 0.00674 | |
| Regulation of cell death | 1.6 | 6.18E-06 | 0.00752 | |
| Regulation of programmed cell death | 1.6 | 6.18E-06 | 0.00752 | |
| Response to salicylic acid | 0.9 | 7.33E-06 | 0.00892 |
Top 10 most significant processes are displayed.
Changes in biological processes in buds indentified by GO analysis during Stage II to Stage III transition.
| Up-regulated | Mitotic cell cycle | 4.7 | 4.62E-21 | 4.30E-18 |
| Cytoskeleton-dependent cytokinesis | 4.0 | 1.73E-19 | 1.61E-16 | |
| Mitotic cell cycle process | 4.2 | 2.33E-19 | 2.16E-16 | |
| Cell division | 4.4 | 5.06E-19 | 4.70E-16 | |
| Cytokinesis | 4.0 | 1.05E-18 | 9.81E-16 | |
| Cell cycle process | 6.6 | 1.78E-18 | 1.66E-15 | |
| DNA metabolic process | 12.3 | 7.87E-18 | 7.32E-15 | |
| Nucleic acid metabolic process | 23.2 | 9.27E-18 | 8.62E-15 | |
| Microtubule-based process | 5.3 | 2.77E-17 | 2.58E-14 | |
| Mitotic cytokinesis | 3.7 | 5.17E-17 | 4.81E-14 | |
| Down-regulated | Gene expression | 15.5 | 9.34E-18 | 7.18E-15 |
| Purine ribonucleotide biosynthetic process | 2.6 | 2.35E-14 | 1.80E-11 | |
| Purine nucleotide biosynthetic process | 2.6 | 8.36E-14 | 6.43E-11 | |
| Purine ribonucleotide metabolic process | 2.8 | 1.03E-13 | 7.93E-11 | |
| Citrate metabolic process | 2.1 | 1.71E-13 | 1.31E-10 | |
| Tricarboxylic acid metabolic process | 2.1 | 1.71E-13 | 1.31E-10 | |
| Purine-containing compound biosynthetic process | 2.6 | 8.79E-13 | 6.76E-10 | |
| Ribonucleoside triphosphate metabolic process | 1.9 | 4.07E-12 | 3.13E-09 | |
| Ribonucleoside triphosphate biosynthetic process | 1.9 | 4.07E-12 | 3.13E-09 | |
| Ribonucleotide biosynthetic process | 2.6 | 7.56E-12 | 5.81E-09 |
Top 10 most significant processes are displayed.
Changes in biological processes in buds indentified by GO analysis during Stage III to Stage IV transition.
| Up-regulated | Cell recognition | 1.4 | 2.86E-08 | 2.90E-05 |
| Glycolipid metabolic process | 1.4 | 1.22E-07 | 0.00012 | |
| Liposaccharide metabolic process | 1.4 | 1.22E-07 | 0.00012 | |
| Sulfate transport | 0.5 | 8.91E-07 | 0.0009 | |
| Sulfur compound transport | 0.5 | 8.91E-07 | 0.0009 | |
| Glycolipid biosynthetic process | 1.1 | 2.82E-06 | 0.00285 | |
| Response to salicylic acid | 1.1 | 5.49E-06 | 0.00556 | |
| Regulation of cell death | 1.8 | 6.96E-06 | 0.00704 | |
| Regulation of programmed cell death | 1.8 | 6.96E-06 | 0.00704 | |
| Salicylic acid mediated signaling pathway | 1.1 | 1.30E-05 | 0.01324 | |
| Down-regulated | Cell cycle process | 7.0 | 2.27E-46 | 2.61E-43 |
| Cell cycle | 8.6 | 1.41E-41 | 1.62E-38 | |
| Macromolecule methylation | 5.6 | 8.59E-40 | 9.87E-37 | |
| Methylation | 5.7 | 4.82E-39 | 5.54E-36 | |
| Regulation of DNA metabolic process | 3.5 | 1.18E-38 | 1.36E-35 | |
| Histone lysine methylation | 3.7 | 3.35E-37 | 3.85E-34 | |
| Peptidyl-lysine methylation | 3.8 | 1.66E-36 | 1.90E-33 | |
| Cell division | 4.1 | 4.10E-35 | 4.71E-32 | |
| Chromosome organization | 8.7 | 5.11E-35 | 5.87E-32 | |
| Cellular nitrogen compound metabolic process | 28.6 | 8.82E-34 | 1.01E-30 |
Top 10 most significant processes are displayed.
Changes in biological processes in buds indentified by GO analysis during Stage IV to Stage I transition.
| Up-regulated | Citrate metabolic process | 2.0 | 1.24E-21 | 1.31E-18 |
| Tricarboxylic acid metabolic process | 2.0 | 1.24E-21 | 1.31E-18 | |
| Gene expression | 13.3 | 6.17E-14 | 6.54E-11 | |
| Purine-containing compound metabolic process | 2.7 | 5.21E-13 | 5.53E-10 | |
| Purine-containing compound biosynthetic process | 2.1 | 1.04E-12 | 1.11E-09 | |
| Purine nucleotide metabolic process | 2.5 | 1.44E-12 | 1.53E-09 | |
| Purine ribonucleotide metabolic process | 2.2 | 2.13E-12 | 2.26E-09 | |
| Hydrogen ion transmembrane transport | 1.3 | 3.31E-12 | 3.52E-09 | |
| Purine nucleotide biosynthetic process | 1.9 | 1.24E-11 | 1.32E-08 | |
| Energy coupled proton transmembrane transport, against electrochemical gradient | 1.2 | 9.80E-11 | 1.04E-07 | |
| Down-regulated | Cell wall organization or biogenesis | 4.1 | 4.26E-08 | 4.02E-05 |
| Plant-type cell wall biogenesis | 0.8 | 9.22E-08 | 8.70E-05 | |
| Cell wall biogenesis | 1.4 | 5.88E-07 | 0.00055 | |
| Sulfate transport | 0.7 | 6.29E-07 | 0.00059 | |
| Sulfur compound transport | 0.7 | 6.29E-07 | 0.00059 | |
| Cell wall macromolecule metabolic process | 2.3 | 9.08E-07 | 0.00085 | |
| Hemicellulose metabolic process | 1.9 | 3.21E-06 | 0.00303 | |
| Xylan metabolic process | 1.9 | 3.21E-06 | 0.00303 | |
| Cell wall polysaccharide metabolic process | 1.9 | 7.13E-06 | 0.00673 | |
| Phenylpropanoid metabolic process | 1.3 | 1.17E-05 | 0.01111 |
Top 10 most significant processes are displayed.
Figure 6Principal component analysis of bud stages based on the variation of global gene expression. The numbered lines projected from the origin of coordinates indicate major genes with highest PC scores.
The 9 significant expression profiles and their top 5 most significantly enriched functional pathways.
| Plant-pathogen interaction | 34 | 5.63E-6 | |
| Starch and sucrose metabolism | 34 | 1.52E-5 | |
| Circadian rhythm | 10 | 1.11E-2 | |
| Plant hormone signal transduction | 22 | 1.11E-2 | |
| Linoleic acid metabolism | 6 | 3.15E-2 | |
| Plant hormone signal transduction | 19 | 5.89E-6 | |
| Ribosome | 16 | 1.35E-3 | |
| Plant-pathogen interaction | 16 | 2.26E-3 | |
| Limonene and pinene degradation | 6 | 4.96E-2 | |
| Stilbenoid, diarylheptanoid and gingerol biosynthesis | 4 | 1.10E-1 | |
| Ribosome | 158 | 9.14E-24 | |
| DNA replication | 40 | 1.02E-13 | |
| Pyrimidine metabolism | 46 | 3.27E-4 | |
| Purine metabolism | 55 | 1.82E-3 | |
| Lysine biosynthesis | 10 | 4.03E-3 | |
| Photosynthesis | 22 | 4.81E-22 | |
| Photosynthesis-antenna proteins | 10 | 1.60E-10 | |
| Metabolic pathways | 318 | 2.11E-6 | |
| Porphyrin and chlorophyll metabolism | 9 | 1.28E-4 | |
| Starch and sucrose metabolism | 37 | 1.42E-3 | |
| Ubiquitin mediated proteolysis | 8 | 3.71E-2 | |
| Metabolic pathways | 39 | 6.31E-2 | |
| Valine, leucine and isoleucine degradation | 5 | 6.31E-2 | |
| Glucosinolate biosynthesis | 2 | 6.31E-2 | |
| Diterpenoid biosynthesis | 2 | 9.38E-2 | |
| Ubiquitin mediated proteolysis | 23 | 4.30E-5 | |
| mRNA surveillance pathway | 18 | 2.88E-3 | |
| Ribosome biogenesis in eukaryotes | 15 | 1.38E-1 | |
| Phosphatidylinositol signaling system | 8 | 1.56E-1 | |
| RNA transport | 19 | 1.56E-1 | |
| Biosynthesis of secondary metabolites | 80 | 3.40E-11 | |
| Metabolic pathways | 117 | 1.48E-9 | |
| Phenylpropanoid biosynthesis | 16 | 1.20E-5 | |
| Phenylalanine metabolism | 11 | 6.90E-4 | |
| Ubiquinone and other terpenoid-quinone biosynthesis | 8 | 8.42E-4 | |
| Metabolic pathway | 40 | 3.62E-2 | |
| Flavonoid biosynthesis | 3 | 5.33E-2 | |
| Fatty acid biosynthesis | 4 | 5.34E-2 | |
| Phenylalanine metabolism | 4 | 1.42E-1 | |
| Inositol phosphate metabolism | 4 | 2.13E-1 | |
| Protein processing in endoplasmic reticulum | 14 | 0.18 | |
| Plant hormone signal transduction | 9 | 3.54E-1 | |
| Spliceosome | 10 | 3.54E-1 | |
| Circadian rhythm | 4 | 3.54E-1 | |
| RNA degradation | 9 | 3.54E-1 |
Figure 7Heat map diagram of relative expression levels and classification based on the expression patterns of the major genes with either PC1 or PC2 scores higher than 0.1.
Figure 8Comparison of expression levels of 8 genes obtained by qPCR analysis (left) and by RNA-seq (RPKM values) (right).
Figure 9Correlation of relative gene expression levels obtained from RNA-Seq and from qPCR. The expression ratio was the ratio of gene expression level at one stage against the one at previous stage. Vertical bars represent standard errors of means (n = 3).
Figure 10Phylogenetic relationships between LcSVPs and SVPs of other species. The accession numbers of these proteins in the GenBank database are as follows: Actinidia chinensis (AcSVP1; AFA37967; AcSVP4, AFA37970); Actinidia deliciosa (AdSVP1, AFA37963; AdSVP4, AFA37966); Arabidopsis thaliana (AtSVP, AFU85632); Brassica juncea (BjSVP, AFM77905); Brassica napus (BnSVP, AFM77907); Coffea Arabica (CaSVP-1, AHW58026); Camellia sinensis (CsSVP1, AIK35208); Dimocarpus longan (DlSVP-1, AIY25020; DlSVP-2, AIY25021); EeDAM2, ABY60423; Euphorbia esula (EeDAM3, AGB05618); Eucalyptus grandis (EgrSVP, AAP33087); Jatropha curcas (JcSVP, XP_012081656); Malus domestica (MdDAM, AJW82923); Populus euphratica (PeSVP, XP_011021843); Prunus mume (PmDAM1, BAK78921; PmDAM2, BAK78922; PmDAM3, BAK78923; PmDAM4, BAK78924; PmDAM5, BAK78920; PmDAM6, BAH22477); Prunus persica (PpDAM1, ABJ96361; PpDAM2, ABJ96363; PpDAM3, ABJ96364; PpDAM4, ABJ96358; PpDAM5, ABJ96359; PpDAM6, ABJ96360); Pyrus pyrifolia (PpMADS13-1, BAI48074; PpMADS13-2, BAI48075); Citrus trifoliate (PtSVP, ACJ09170); Populus trichocarpa (PtrSVP, XP_002310310); Shorea beccariana (SbSVP, BAN89455).
Figure 11The expression patterns of three . Vertical bars represent standard errors of means (n = 3).