| Literature DB >> 36241907 |
Yanting Chang1, Wenbo Zhang1, Yanjun Ma1, Mengsi Xia1, Keke Fan1, Zehui Jiang2, Tao Hu3.
Abstract
Paeonia × lemoinei 'High Noon' is one of the most important cultivars in tree peony (Paeonia sect. Moutan), a traditional horticultural plant in China, with a re-blooming characteristic which was quite different from other cultivars. So, the genetic resources in 'High Noon' were incredibly valuable in flowering-time-modified molecular breeding in tree peony. However, the molecular mechanism underlying the floral bud formation of 'High Noon' was not clear yet. To explore the molecular mechanism in this process, the transcriptomes of three stages during floral bud development were deeply analyzed in this study. As a result, a total of 5816 differentially expressed genes (DEGs) were identified between the three developmental stages, and pathways including ''DNA replication'', ''metabolic pathways'', ''circadian rhythm'', and ''plant hormone signal transduction'' were mostly enriched in the functional enrichment and expression pattern analysis. Furthermore, a total of 584 genes related to the photoperiod pathway were further identified and a novel CO homolog gene PlCO was identified to be a stable hydrophilic protein, which contained both CCT domain and B-box domain. Over-expression of PlCO in Arabidopsis resulted in early flowering, which suggested a promotion role of flowering. The PlCO protein localized in nucleus and possessed a transcription activity ability, which implied that PlCO might function as a transcription factor. The transcriptome analysis revealed pathways involved in floral bud development in tree peony and provided new insight into the regulatory network underlying the floral bud development. The gene identification in 'High Noon' provided new valuable candidate genes for flowering-time-modified molecular breeding in tree peony.Entities:
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Year: 2022 PMID: 36241907 PMCID: PMC9568513 DOI: 10.1038/s41598-022-22195-z
Source DB: PubMed Journal: Sci Rep ISSN: 2045-2322 Impact factor: 4.996
Figure 1Analysis of the DEGs during the floral development in tree peony 'High Noon'. (a) The morphology of floral bud in 'High Noon'; VS, vegetative stage, DS, differentiation stage, DCS, differentiation completed stage; (b) The number of DEGs during bud development in 'High Noon'; (c) Venn diagram of DEGs involved in the phase change of floral development in tree peony 'High Noon'.
Figure 2GO and KEGG pathway enrichment of DEGs during the floral development in tree peony 'High Noon'. (a) GO classification of DEGs during the floral development. The red columns represent the enriched DEG counts and the blue columns represent the enrichment factor; (b) KEGG pathways classification of DEGs during the floral development. The size of bubble represents gene number and the color represents p-value.
Figure 3Profiles clustered during floral development in tree peony. The upper number represents profile name. The lower number represents p-value. The line represents the gene expression pattern of each profile. The colors in the boxes mean statistically significant with a p-value less than 0.001.
The 7 significant expression profiles and their top 10 most significantly enriched functional pathways.
| Profile | KEGG pathways | #Genes involved | Enrichment factor | |
|---|---|---|---|---|
| Profile14 | DNA replication | 30 | 0.60 | 3.07E−21 |
| Mismatch repair | 14 | 0.36 | 2.24E−08 | |
| Phagosome | 18 | 0.21 | 2.71E−07 | |
| Pyrimidine metabolism | 20 | 0.17 | 9.15E−07 | |
| Cysteine and methionine metabolism | 16 | 0.14 | 8.43E−05 | |
| Photosynthesis—antenna proteins | 6 | 0.27 | 8.73E−04 | |
| Homologous recombination | 9 | 0.16 | 1.41E−03 | |
| Nucleotide excision repair | 10 | 0.14 | 1.58E−03 | |
| Base excision repair | 7 | 0.16 | 4.41E−03 | |
| Alanine, aspartate and glutamate metabolism | 7 | 0.15 | 7.49E−03 | |
| Profile11 | DNA replication | 39 | 0.78 | 1.19E−35 |
| Metabolic pathways | 143 | 0.07 | 1.63E−21 | |
| Purine metabolism | 26 | 0.16 | 6.09E−11 | |
| Base excision repair | 15 | 0.35 | 1.17E−10 | |
| Pyrimidine metabolism | 22 | 0.19 | 1.69E−10 | |
| Biosynthesis of secondary metabolites | 75 | 0.07 | 3.12E−10 | |
| Nucleotide excision repair | 17 | 0.25 | 6.49E−10 | |
| Glycolysis/gluconeogenesis | 19 | 0.16 | 2.75E−08 | |
| Arginine and proline metabolism | 13 | 0.25 | 7.00E−08 | |
| Mismatch repair | 11 | 0.28 | 2.17E−07 | |
| Profile4 | Protein processing in endoplasmic reticulum | 71 | 0.33 | 1.10E−50 |
| Spliceosome | 30 | 0.16 | 3.83E−14 | |
| Endocytosis | 16 | 0.11 | 1.90E−06 | |
| Carbon metabolism | 19 | 0.07 | 7.49E−05 | |
| Ribosome biogenesis in eukaryotes | 10 | 0.10 | 3.85E−04 | |
| Thiamine metabolism | 4 | 0.36 | 3.96E−04 | |
| RNA transport | 13 | 0.08 | 5.91E−04 | |
| Carbon fixation in photosynthetic organisms | 8 | 0.12 | 6.00E−04 | |
| Plant-pathogen interaction | 12 | 0.07 | 1.63E−03 | |
| mRNA surveillance pathway | 9 | 0.08 | 3.38E−03 | |
| Profile15 | Metabolic pathways | 80 | 0.04 | 2.04E−10 |
| Biosynthesis of secondary metabolites | 53 | 0.05 | 1.97E−09 | |
| Biosynthesis of amino acids | 21 | 0.08 | 9.79E−08 | |
| Carbon fixation in photosynthetic organisms | 11 | 0.16 | 3.57E−07 | |
| Biosynthesis of unsaturated fatty acids | 7 | 0.24 | 4.62E−06 | |
| Glycolysis/gluconeogenesis | 12 | 0.10 | 7.23E−06 | |
| Carbon metabolism | 18 | 0.07 | 8.63E−06 | |
| Fatty acid metabolism | 9 | 0.13 | 1.45E−05 | |
| Cysteine and methionine metabolism | 11 | 0.10 | 2.51E−05 | |
| Terpenoid backbone biosynthesis | 8 | 0.14 | 3.66E−05 | |
| Profile13 | Circadian rhythm—plant | 10 | 0.28 | 3.40E−11 |
| Flavonoid biosynthesis | 6 | 0.29 | 2.81E−07 | |
| Starch and sucrose metabolism | 12 | 0.06 | 2.53E−06 | |
| Metabolic pathways | 41 | 0.02 | 1.10E−05 | |
| Biosynthesis of secondary metabolites | 27 | 0.03 | 3.22E−05 | |
| Inositol phosphate metabolism | 6 | 0.09 | 1.17E−04 | |
| Glycolysis/gluconeogenesis | 7 | 0.06 | 3.09E−04 | |
| Stilbenoid, diarylheptanoid and gingerol biosynthesis | 4 | 0.09 | 1.75E−03 | |
| Carotenoid biosynthesis | 3 | 0.10 | 4.31E−03 | |
| Carbon fixation in photosynthetic organisms | 4 | 0.06 | 6.89E−03 | |
| Profile12 | Glycolysis/gluconeogenesis | 11 | 0.09 | 1.36E−07 |
| Biosynthesis of secondary metabolites | 31 | 0.03 | 1.08E−06 | |
| Metabolic pathways | 42 | 0.02 | 1.12E−05 | |
| Glycine, serine and threonine metabolism | 6 | 0.08 | 1.89E−04 | |
| Carbon metabolism | 9 | 0.03 | 2.65E−03 | |
| Terpenoid backbone biosynthesis | 4 | 0.07 | 4.35E−03 | |
| Pentose phosphate pathway | 4 | 0.07 | 4.35E−03 | |
| Circadian rhythm—plant | 3 | 0.08 | 8.26E−03 | |
| Carbon fixation in photosynthetic organisms | 4 | 0.06 | 7.75E−03 | |
| Biosynthesis of amino acids | 8 | 0.03 | 7.52E−03 | |
| Profile0 | Protein processing in endoplasmic reticulum | 23 | 0.11 | 1.42E−21 |
| Spliceosome | 18 | 0.09 | 4.55E−16 | |
| Endocytosis | 5 | 0.04 | 1.78E−03 | |
| RNA transport | 5 | 0.03 | 3.69E−03 | |
| Photosynthesis—antenna proteins | 2 | 0.09 | 8.67E−03 | |
| Plant-pathogen interaction | 4 | 0.02 | 1.84E−02 | |
| Circadian rhythm—plant | 2 | 0.06 | 2.09E−02 | |
| 2 | 0.05 | 2.99E−02 |
The CO genes identified in 'High Noon'.
| ATH/rice gene ID | Gene ID | Identity % | Alignment length (aa) | FPKM in VS | FPKM in DS | FPKM in DCS |
|---|---|---|---|---|---|---|
| AT5G24930.1 | i1_LQ_HNbud_c107688/f1p0/1380 | 84.66 | 365 | 0 | 0 | 0 |
| AT5G24930.1 | i1_LQ_HNbud_c112244/f1p0/1772 | 83.79 | 364 | 0 | 0 | 0 |
| AT5G24930.1 | i1_LQ_HNbud_c130667/f1p0/1505 | 80.18 | 338 | 0 | 0 | 0 |
| AT5G24930.1 | i1_HQ_HNbud_c107758/f2p14/1419 | 58.47 | 378 | 0 | 0 | 0 |
| AT5G24930.1 | i1_HQ_HNbud_c127026/f2p11/1376 | 58.47 | 378 | 0 | 0 | 0 |
| AT5G24930.1 | i1_HQ_HNbud_c167879/f4p19/1491 | 58.47 | 378 | 34.40 | 83.58 | 62.68 |
| AT5G24930.1 | i1_HQ_HNbud_c220871/f2p14/1357 | 58.47 | 378 | 0 | 0 | 0 |
| AT5G24930.1 | i1_LQ_HNbud_c103446/f1p10/1416 | 58.47 | 378 | 0 | 0 | 0 |
| AT5G24930.1 | i1_LQ_HNbud_c75179/f1p12/1377 | 58.47 | 378 | 0 | 0 | 0 |
| AT5G24930.1 | i1_LQ_HNbud_c75258/f1p15/1495 | 58.47 | 378 | 0.75 | 0.34 | 0.19 |
| AT5G15850.1 | i1_LQ_HNbud_c246352/f5p6/1385 | 51.94 | 310 | 0 | 0 | 0 |
| AT3G02380.1 | i1_LQ_HNbud_c75514/f1p4/1347 | 59.01 | 383 | 0 | 0 | 0 |
| AT3G02380.1 | i1_HQ_HNbud_c243873/f12p6/1451 | 58.96 | 385 | 52.26 | 24.18 | 16.61 |
| AT3G02380.1 | i1_LQ_HNbud_c36726/f1p4/1281 | 58.96 | 385 | 0 | 0 | 0 |
| AT3G02380.1 | i1_HQ_HNbud_c37538/f2p4/1333 | 58.7 | 385 | 0.02 | 0.04 | 0 |
| AT3G02380.1 | i1_HQ_HNbud_c7853/f9p5/1191 | 57.44 | 390 | 27.62 | 15.23 | 12.12 |
| AT3G02380.1 | i1_LQ_HNbud_c12325/f1p5/1137 | 57.14 | 336 | 0 | 0 | 0 |
| AT5G57660.1 | i1_LQ_HNbud_c180058/f1p3/1235 | 81.75 | 263 | 0 | 0 | 0 |
| AT5G57660.1 | i1_LQ_HNbud_c33880/f1p3/1237 | 81.75 | 263 | 0 | 0 | 0 |
| AT5G57660.1 | i1_LQ_HNbud_c52656/f1p3/1472 | 81.75 | 263 | 0 | 0 | 0 |
| AT5G57660.1 | i1_LQ_HNbud_c91177/f1p3/1430 | 81.75 | 263 | 0 | 0 | 0 |
| AT5G57660.1 | i1_LQ_HNbud_c251312/f1p3/1548 | 81.66 | 338 | 0 | 0 | 0 |
| AT5G57660.1 | i1_LQ_HNbud_c6871/f5p3/1425 | 81.66 | 338 | 0 | 0 | 0 |
| AT5G57660.1 | i1_LQ_HNbud_c19314/f1p3/1533 | 80.85 | 329 | 0 | 0 | 0 |
| AT5G57660.1 | i1_LQ_HNbud_c170194/f2p3/1499 | 79.29 | 338 | 0 | 0 | 0 |
| Os08t0249000_01 | i1_LQ_HNbud_c108459/f1p9/1496 | 60.98 | 41 | 2.68 | 0.79 | 0.78 |
| AT3G07650.1 | i1_LQ_HNbud_c227363/f1p0/1658 | 67.54 | 382 | 0 | 0 | 0 |
| AT3G07650.1 | i1_LQ_HNbud_c39779/f1p0/1640 | 55.67 | 203 | 0 | 0 | 0 |
| AT3G07650.1 | i1_LQ_HNbud_c103793/f2p1/1942 | 52.31 | 346 | 12.02 | 5.35 | 6.47 |
| AT3G07650.1 | i1_LQ_HNbud_c251477/f1p1/2324 | 52.31 | 346 | 0.44 | 0.11 | 0.08 |
| AT3G07650.1 | i1_HQ_HNbud_c21321/f5p1/1896 | 52.02 | 346 | 0 | 0 | 0 |
Figure 4Gene sequence analysis and protein structure prediction of PlCO. (a) The sequence of ORF and deduced amino acid of PlCO; (b) The secondary structure of PlCO, red represents helix, blue represents coil and black lines represent strands; (c) Tertiary structure prediction of PlCO protein; (d) Phylogenetic and motif analysis of CO proteins. Phylogenetic tree of CO homologous proteins using the neighbor-joining method by MEGA 7. Bootstrap: 1000 replicates. Conservative motif analysis of CO homologous proteins using MEME. The proteins are as follows: LaCO: Lolium arundinaceum, ADA67904.1; ZmCO, Zea mays, ABV55996.1; Solanum tuberosum, NP_001274795.1; Brassica napus, AAC27694.1; AtCO, Arabidopsis thaliana, CAA71587.1; MiCO, Mangifera indica, AGA19018.1; TsCO, Triadica sebifera, ARS25033.1.
Figure 5Bioinformational analysis of PlCO protein. (a) Trans-membrane prediction of PlCO; (b) signal peptide predicton of PlCO; (c) hydrophilicity prediction of PlCO.
Figure 6Flowering phenotype of PlCO over-expression in transgenic Arabidopsis plants. (a) The flowering phenotype of wild type and three trans-gene plants. WT, wild type; #1, #2 and #3 represent three lines of the PlCO over-expression transgenic plants. (b) The expression of PlCO gene in WT, #1, #2 and #3 transgenic plants. (c) The flowering time of transgenic Arabidopsis was less than WT. *p-value < 0.05. (d) The number of leaves at first flowering of WT and transgenic Arabidopsis. *p-value < 0.05.
Figure 7Subcellular localization and transcription activity ability of PlCO. (a) Subcellular localization of PlCO in tobacco leaves, Bar = 20 µm. (b) Transcription activation ability of PlCO in yeast.
Figure 8Predicted interaction network of PlCO. The circles represent proteins; the lines represent interaction relationships; the colors represent the correlation.