| Literature DB >> 28246400 |
Songling Bai1,2,3, Yongwang Sun1,2,3, Minjie Qian1,2,3, Fengxia Yang1,2,3, Junbei Ni1,2,3, Ruiyan Tao1,2,3, Lin Li4, Qun Shu4, Dong Zhang5, Yuanwen Teng6,7,8.
Abstract
Bagging is an efficient method to improve fruit colour development. This work reported a transcriptome analysis using bagging-treated red Chinese sand pear peels. In total, 8,870 differentially expressed genes were further analysed by a weighted gene co-expression network analysis and early-, middle- and late light-responsive genes were identified. An annotation analysis revealed several pathways involved in the different responsive stages. The presence of LONG HYPOCOTLY 5, CRY-DASH and a CONSTANS-like transcription factors among the early light-responsive genes indicated the pivotal role of light, especially blue light, in the biological changes that occurred after bag removal. Other light-responsive transcription factors were also identified from the three light-responsive stages. In addition, the light-responsive pattern of anthocyanin biosynthetic genes differed among the biosynthetic steps. Although yeast-one hybrid assay showed that most of the structural genes were regulated by PpMYB10, their different temporal expressive pattern suggested that besides PpMYB10, other light-responsive transcriptional factors were also involved in the regulation of anthocyanin biosynthesis. In summary, our transcriptome analysis provides knowledge of the transcriptional regulatory network operating during light responses, which results in anthocyanin accumulation and other significant physiological changes in red Chinese sand pear peels after bag removal.Entities:
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Year: 2017 PMID: 28246400 PMCID: PMC5428347 DOI: 10.1038/s41598-017-00069-z
Source DB: PubMed Journal: Sci Rep ISSN: 2045-2322 Impact factor: 4.379
Figure 1Changes in pigmentation of fruit peel of red Chinese sand pear in bagged and bag-removed samples. (a) Photos for bag-removed pear ‘Meirensu’. (b) Content changes of anthocyanin (up), carotenoid (middle) and chlorophyll (down) in fruit peel after bag removal. The labels of the samples were displayed as “hours after bag-removal” (h). The graphs showed the average values from three independently sampled fruits as biological replicates. Error bars are the standard deviation. Asterisk indicates p < 0.05.
Statistics on the quality and output of the RNA-Seq libraries.
| Classification | Maximum | Minimum | Average |
|---|---|---|---|
| No.raw reads | 24,116,813 | 20,373,330 | 22,348,931 |
| No.clean reads | 23,864,720 | 19,711,240 | 21,544,238 |
| No.mapped reads | 18,227,873 | 14,339,927 | 16,141,316 |
| % of mapped reads | 77.32% | 72.75% | 74.87% |
| No.perfect mapped reads | 12,231,683 | 8,349,296 | 9,746,449 |
| % of perfect mapped reads | 50.29% | 35.04% | 37.40% |
| Q30% | 81.86% | 80.06% | 80.68% |
| Total base pair | 91,377,116,282 | ||
| Coverage of the pear transcriptome | 793× | ||
Figure 2Comparison of the differential expressed genes of each pairs. The labels of the samples are displayed as “hours after bag-removal” (H) or “hours without bag-removal” (HC) Note that bag removal significantly changes the gene expression pattern in the fruit peel, while genes of the control had an expression pattern similar to the 0 h sample.
Figure 3Weighted gene co-expression network analysis (WGCNA) of DEGs identified from ‘Meirensu’ pear peel after bag removal. (a) Hierarchical cluster tree showing 17 modules of co-expressed genes. Each of the 8,870 DEGs is represented by a tree leaf and each of the modules by a major tree branch. The lower panel shows modules in designated colours. (b) Module–trait correlations and corresponding p-values (in parentheses). The left panel shows the 17 modules and the number of member genes. The colour scale on the right shows module–trait correlations from −1 (blue) to 1 (red). The left panel “Anthocyanin” represents anthocyanin biosynthesis as a trait. The middle panel “UFGT2” represents the expression changes of PpUFGT2, which encodes the enzyme that catalyses the last step in anthocyanin biosynthesis, as a trait. The right panel “MYB10” represents the expression changes of PpMYB10, which is the key transcriptional factor activating anthocyanin biosynthesis, as a trait. (c) Cytoscape representation of co-expressed genes with edge weights ≥0.40 in module ‘blue’ and ‘midnight blue’. (d) RNA-Seq expression patterns of PpGST, Pp UFGT2 and PpMYB10.
Figure 4Heat maps showing the expression patterns of modules from the light-responsive genes.
Figure 5Analysis of the early-responsive genes. (a) Gene ontology enrichment analysis of early-responsive genes. (b) qPCR confirmation of the expression patterns of selected genes.
Selected differentially expressed genes related to the phytohormone biosynthesis and signalling pathways during light-responsive reactions.
| Gene ID | Pathway | Module | Peak orientation | Annotation |
|---|---|---|---|---|
| Pbr041497.1 | ABA | midnight blue | Up | protein phosphatase 2C 77-like isoformX1 |
| Pbr026127.1 | ABA | midnight blue | Up | magnesium-chelatase subunit ChlH, chloroplastic-like |
| Pbr019415.1 | ABA | brown | Up | abscisic acid receptor PYL4-like |
| Pbr010794.1 | ABA | brown | Up | abscisic acid receptor PYL8-like |
| Pbr003860.1 | ABA | brown | Up | abscisic acid 8′-hydroxylase 2 |
| Pbr007589.1 | ABA | brown | Down | protein ABSCISICACID-INSENSITIVE 5-like |
| Pbr006776.1 | ABA | blue | Up | abscisic acid 8′-hydroxylase1-like |
| Pbr030688.1 | Auxin | midnight blue | Up | probable indole-3-acetic acid-amido synthetase GH3.5 |
| Pbr008163.2 | Auxin | brown | Down | auxin transporter-like protein 3 |
| Pbr013531.1 | Auxin | brown | Up | auxin-induced protein 15A-like |
| Pbr004491.1 | Auxin | brown | Up | indole-3-acetic acid-induced protein ARG7-like |
| Pbr022122.1 | Auxin | brown | Down | auxin-induced protein15A |
| Pbr021158.1 | Auxin | brown | Down | indole-3-acetic acid-amido synthetase GH3.6-like |
| Pbr000415.1 | Auxin | brown | Down | auxin response factor 3- like |
| Pbr021934.1 | BR | brown | Down | brassinosteroid LRR receptor kinase-like |
| Pbr021939.1 | BR | brown | Down | brassinosteroid LRR receptor kinase-like |
| Pbr001823.1 | BR | brown | Down | cytochrome P450 734A1 |
| Pbr004288.1 | BR | blue | Up | BRASSINOSTEROID INSENSITIVE1-associated receptor kinase 1-like |
| Pbr012231.1 | BR | blue | Up | delta(24)-sterol reductase |
| Pbr023118.1 | BR | blue | Up | receptor-like protein kinase BRI1-like3 |
| Pbr011993.1 | Cytokinin | brown | Down | two-component response regulator ARR1-like isoform X2 |
| Pbr005849.1 | Cytokinin | brown | Up | cytokinin riboside 5′-monophosphate phosphoribohydrolase LOG3-like |
| Pbr009698.1 | Cytokinin | brown | Up | cytokinin dehydrogenase 6-like |
| Pbr015617.1 | Cytokinin | brown | Up | cytokinin dehydrogenase 3-like |
| Pbr015575.1 | Ethylene | midnight blue | Up | 1-aminocyclopropane-1-carboxylate synthase 7 |
| Pbr023044.1 | Ethylene | brown | Up | ethylene-responsive transcription factor 1B-like |
| Pbr008360.1 | Ethylene | brown | Down | ethylene-insensitive protein 2 |
| Pbr005179.1 | Ethylene | brown | Up | 1-aminocyclopropane-1-carboxylate oxidase |
| Pbr011802.1 | Ethylene | brown | Down | 5′-3′ exoribonuclease 3-like isoform X1 |
| Pbr004323.1 | Ethylene | blue | Down | protein EIN4-like |
| Pbr004403.1 | Ethylene | blue | Up | 5′-3′ exoribonuclease 4 isoform X1 |
| Pbr015589.1 | Ethylene | blue | Up | 1-aminocyclopropane-1-carboxylate oxidase 1 |
| Pbr015895.1 | Ethylene | blue | Down | probable amino transferase ACS10 |
| Pbr036605.1 | GA | brown | Down | transcription factor TGA2-like |
| Pbr017104.1 | GA | brown | Down | gibberellin receptor GID1C-like |
| Pbr013018.1 | GA | brown | Down | gibberellin 2-beta-dioxygenase 8-like |
| Pbr014064.1 | GA | brown | Down | DELLA protein GAI-like |
| Pbr039229.1 | JA | brown | Up | protein TIFY10B-like |
| Pbr003675.1 | JA | blue | Up | protein TIFY9-like |
| Pbr027730.1 | JA | blue | Up | protein TIFY10A |
| Pbr011711.1 | JA | blue | Up | protein TIFY3B-like |
| Pbr037418.1 | JA | blue | Up | protein TIFY10A-like |
Figure 6Transcription factor analysis of middle- (a) and late- (b) responsive genes. The numbers of up-regulated genes and down-regulated genes comparing to 0 h were showed with blue (up) and green (down), respectively.
Figure 7Categorisation of genes belonging to the phenylalanine pathway. Structural genes within the phenylalanine pathway were assigned to different light-responsive gene sets.
Figure 8Direct binding of PpMYB10 on the promoter of anthocyanin biosynthetic structural genes (a) and PpMYB10 itself (b) of ‘Meirensu’ in yeast-one hybrid system. The tri-angle marked the conserved MYB binding domain predicted using PlantCare.
Figure 9Putative model for bag removal-induced anthocyanin biosynthesis in ‘Meirensu’ pear peels. The phytohormone and other pathways based on the gene ontology enrichment analysis.