| Literature DB >> 25887907 |
Danila Souza Oliveira Coqueiro1,2, Alessandra Alves de Souza3, Marco Aurélio Takita4, Carolina Munari Rodrigues5, Luciano Takeshi Kishi6, Marcos Antonio Machado7.
Abstract
BACKGROUND: Resistance inducers have been used in annual crops as an alternative for disease control. Wood perennial fruit trees, such as those of the citrus species, are candidates for treatment with resistance inducers, such as salicylic acid (SA) and chitosan (CHI). However, the involved mechanisms in resistance induced by elicitors in citrus are currently few known.Entities:
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Year: 2015 PMID: 25887907 PMCID: PMC4415254 DOI: 10.1186/s12864-015-1440-5
Source DB: PubMed Journal: BMC Genomics ISSN: 1471-2164 Impact factor: 3.969
RNA-seq raw data and number of differentially expressed transcripts
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| CHI | 11,691,216 | 43.39 | 92.68 | 640 |
| H* | 13,253,654 | 43.36 | 92.56 | - |
| SA | 14,833,464 | 43.35 | 93.92 | 1,425 |
| E* | 12,279,260 | 43.64 | 92.34 | - |
*H and E represent the controls for CHI and SA, respectively.
CG represents the quantity of CG bases in the sequences.
Corresponds to sequences with Phred quality > 20, which was higher than 92% for all RNA-seq libraries.
§Statistical significance (P ≤ 0.05).
All transcripts (up- and down-regulated) were obtained by RNA-seq after treatment with elicitors when compared to controls, according to Cuffdiff analysis.
Figure 1Venn diagrams showing the number of genes with significantly altered expression levels (P≤ 0.05 and ≤ 1 fold change). Non-overlapping numbers represent the number of genes unique to a particular treatment (CHI or SA). Overlapping numbers represent the number of mutual genes between treatments. Panel A represents the induced transcripts and Panel B the repressed ones.
Functional categorization of up- and down-regulated genes after treatments with SA and CHI
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| Biological process | Metabolic process | 179 | 122 | 81 | 221 |
| Cellular process | 161 | 137 | 79 | 229 | |
| Response to stimulus | 68 | 59 | 20 | 70 | |
| Biological regulation | 47 | 49 | 28 | 93 | |
| Localization | 42 | 30 | 16 | 47 | |
| Multicellular organismal process | 25 | 20 | 8 | 44 | |
| Developmental process | 23 | 22 | 8 | 44 | |
| Multi-organism process | 17 | 7 | 4 | 13 | |
| Cellular component organization | 15 | 16 | 8 | 25 | |
| Signaling | 9 | 17 | 10 | 18 | |
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| Cellular component | Cell | 196 | 142 | 102 | 283 |
| Organelle | 140 | 98 | 73 | 197 | |
| Macromolecular complex | 42 | 12 | 22 | 40 | |
| Membrane-enclosed lumen | 9 | 4 | 4 | 11 | |
| Extracellular region | 8 | 3 | 3 | 4 | |
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| Molecular function | Binding | 157 | 140 | 77 | 281 |
| Catalytic activity | 149 | 123 | 74 | 217 | |
| Transporter activity | 25 | 25 | 7 | 33 | |
| Electron carrier activity | 15 | 3 | 15 | 5 | |
| Structural molecule activity | 14 | 2 | 7 | 4 | |
| Molecular transducer activity | 11 | 9 | 7 | 17 | |
| Enzyme regulator activity | 8 | 6 | 3 | 2 | |
| Antioxidant activity | 5 | 0 | 2 | 3 | |
| Transcription regulator activity | 1 | 5 | 6 | 23 | |
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*Individual gene products may be assigned to more than one functional category.
Figure 2A comparative PageMan display of modulated pathways in sweet orange plants submitted to SA and CHI treatments. The fold changes of gene expression levels were input into PageMan and subjected to a Wilcoxon test. Pathways that were significantly up-regulated are colored in blue, and those colored in red were significantly down-regulated. Pathways without significant changes are in white. The names of pathways of interest are indicated on the right panel. PS, photosynthesis; CHO, carbohydrate.
Figure 3Differentially expressed transcripts related to stress responses. Treatment-modulated stress responses were evaluated in SA-treated plants (A) and CHI-treated plants (B). The fold change of gene expression levels were analyzed using MapMan. Small red and blue squares represent up- and down-regulated genes, respectively.
Defense-genes up- and down-regulated in sweet orange in response to SA-treatment ( < 0.01)
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| AT1G19220 | ARF19/ auxin response factor 19 | −2.67 | −1.39 |
| AT3G12500 | HCHIB/ basic chitinase | −2.13 | NA‡ |
| AT5G14420 | RGLG2/ RING domain ligase 2 | −1.89 | −1.92 |
| AT3G62980 | TIR1/ F-box/RNI-like superfamily protein | −1.19 | −1.17 |
| AT1G75580 | SAUR-like auxin-responsive protein family | −1.12 | −1.85 |
| AT5G17820 | Peroxidase superfamily protein | 3.19 | 1.09 |
| AT2G28190 | CSD2/copper/zinc superoxide dismutase 2 | 2.27 | 1.04 |
| AT3G57260 | BGL2/beta-1,3-glucanase 2 | 2.06 | 1.14 |
| AT4G10490 | 2-oxoglutarate (2OG) and Fe(II)-dependent oxygenase superfamily protein | 1.80 | 3.07 |
| AT2G32440 | ACS12/ 1-aminocyclopropane-1-carboxylate synthase | 1.54 | NA |
| AT5G26170 | WRKY50/WRKY DNA-binding protein 50 | 1.31 | 1.42 |
| AT5G23960 | TPS21/terpene synthase 21 | 1.05 | NA |
| AT2G06050 | OPR3/12-oxophytodienoate reductase 3 | 1.03 | NA |
| AT1G05010 | 1-aminocyclopropane-1-carboxylate oxidase | 0.9 | 0.85 |
*r = 0.85.
not assessed.
Defense-genes up- and down-regulated in sweet orange in response to CHI-treatment ( < 0.01)
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| AT5G60450 | ARF4/auxin response factor 4 | −227.07 | NA |
| AT3G12500 | HCHIB/basic chitinase | −226.22 | NA |
| AT5G62000 | ARF2/auxin response factor 2 | −182.94 | −1.81 |
| AT3G61415 | EBF1 - protein binding/ubiquitin-protein ligase | −134,34 | −1,36 |
| AT2G25490 | SK21/SKP1-like 21-SCF ubiquitin ligase complex | −135.59 | −2.56 |
| AT5G17420 | Cellulose synthase | −160.14 | −1.67 |
| AT2G02560 | CAND1/cullin-associated and neddylation dissociated | −198.86 | NA |
| AT5G49330 | MYB111/myb domain protein 111 | 175.1 | NA |
| AT3G50740 | UDP-glucosyltransferase 72 E1 | 158.32 | NA |
| AT3G11480 | BSMT1/S-adenosyl-L-methionine-dependent methyltransferases superfamily protein | 158.09 | NA |
| AT4G13400 | 2-oxoglutarate (2OG) and Fe(II)-dependent oxygenase superfamily protein | 153.90 | 1.31 |
| AT4G34050 | CCoAOMT1/S-adenosyl-L-methionine-dependent methyltransferases superfamily protein | 111.50 | NA |
| AT2G28190 | CSD2/copper/zinc superoxide dismutase 2 | 104.85 | 1.30 |
r = 0.96.
not assessed.
= Important genes modulated by chitosan based on the transcript profiling and considering the study of Povero et al. [24].
Figure 4MapMan screenshots showing the expression of treatments-modulated genes. (A) Genes associated with biotic stress, abiotic stress and transcriptional factors, (B) differential expression of hormone-related transcripts in sweet orange submitted to SA and CHI treatments. The fold changes are indicated as gradients between red (down-regulated) and blue (up-regulated). Each point represents a transcript. IAA, indole-3-acetic acid; ABA, abscisic acid; BA,benzyladenine; SA, salicylic acid; GA, gibberellic acid.