| Literature DB >> 27621739 |
Jie Li1, Ping Yang2, Jungen Kang3, Yantai Gan4, Jihua Yu1, Alejandro Calderón-Urrea5, Jian Lyu1, Guobin Zhang1, Zhi Feng1, Jianming Xie1.
Abstract
Brassinosteroids (BRs) have positive effects on many processes during plant growth, development, and various abiotic stress responses. However, little information is available regarding the global gene expression of BRs in response to chilling stress in pepper. In this study, we used RNA sequencing to determine the molecular roles of 24-epibrassinolide (EBR) during a chilling stress response. There were 39,829 transcripts, and, among them, 656 were differently-expressed genes (DEGs) following EBR treatment (Chill+EBR) compared with the control (Chill only), including 335 up-regulated and 321 down-regulated DEGs. We selected 20 genes out of the 656 DEGs for RT-qPCR analysis to confirm the RNA-Seq. Based on GO enrich and KEGG pathway analysis, we found that photosynthesis was significantly up-enriched in biological processes, accompanied by significant increases in the net photosynthetic rate (Pn), Fv/Fm, and chlorophyll content. Furthermore, the results indicate that EBR enhanced endogenous levels of salicylic acid (SA) and jasmonic acid (JA) while suppressing the ethylene (ETH) biosynthesis pathway, suggesting that BRs function via a synergistic cross-talk with SA, JA, and ETH signaling pathways in response to chilling stress. In addition, EBR induced cellulose synthase-like protein and UDP-glycosyltransferase, suggesting a contribution to the formation of cell wall and hormone metabolism. EBR also triggered the calcium signaling transduction in cytoplasm, and activated the expression of cellular redox homeostasis related genes, such as GSTX1, PER72, and CAT2. This work, therefor, identified the specific genes showed different expression patterns in EBR-treated pepper and associated with the processes of hormone metabolism, redox, signaling, transcription, and defense. Our study provides the first evidence of the potent roles of BRs, at the transcription level, to induce the tolerance to chilling stress in pepper as a function of the combination of the transcriptional activities, signaling transduction, and metabolic homeostasis.Entities:
Keywords: Brassinosteroid; RNA sequencing; chill-stress; pepper; transcriptome
Year: 2016 PMID: 27621739 PMCID: PMC5002408 DOI: 10.3389/fpls.2016.01281
Source DB: PubMed Journal: Front Plant Sci ISSN: 1664-462X Impact factor: 5.753
Summary of sequence assembly after illumina sequencing.
| Chill1-1 | 33,040,705 | 32,108,541 | 4.01 | 0.04 | 94.63 | 89.54 | 42.91 |
| Chill1-2 | 33,040,705 | 32,108,541 | 4.01 | 0.04 | 93.08 | 87.4 | 42.92 |
| Chill2-1 | 31,938,987 | 30,969,153 | 3.87 | 0.04 | 94.44 | 89.22 | 43.38 |
| Chill2-2 | 31,938,987 | 30,969,153 | 3.87 | 0.04 | 92.48 | 86.51 | 43.41 |
| Chill+EBR1-1 | 41,024,790 | 40,319,076 | 5.04 | 0.04 | 94.22 | 88.8 | 43.63 |
| Chill+EBR1-2 | 41,024,790 | 40,319,076 | 5.04 | 0.04 | 92.22 | 86.11 | 43.71 |
| Chill+EBR2-1 | 38,701,387 | 37,690,638 | 4.71 | 0.04 | 95.02 | 90.2 | 42.95 |
| Chill+EBR2-2 | 38,701,387 | 37,690,638 | 4.71 | 0.04 | 92.44 | 86.35 | 42.97 |
The numbers 1 and 2 at the end of the sample name represent left and right ends (pair-end sequencing), respectively. Chill-samples treated with water; Chill+EBR-samples treated with 0.1 μM EBR.
Percentage of bases with a Phred value of at least 20.
Percentage of bases with a Phred value of at least 30.
Proportion of guanidine and cytosine nucleotides among total nucleotides.
Number of reads sequenced and mapped to the pepper genome.
| Total reads | 64,217,082 | 61,938,306 | 80,638,152 | 75,381,276 |
| Total mapped | 56,251,137 (87.6%) | 53,309,676 (86.07%) | 68,819,267 (85.34%) | 65,985,060 (87.54%) |
| Multiple mapped | 2,129,037 (3.32%) | 2,064,848 (3.33%) | 2,861,761 (3.55%) | 28,11,891 (3.73%) |
| Uniquely mapped | 54,122,100 (84.28%) | 51,244,828 (82.74%) | 65,957,506 (81.79%) | 63173169 (83.8%) |
| Read-1 | 27,305,549 (42.52%) | 25,918,892 (41.85%) | 33,351,826 (41.36%) | 32,030,587 (42.49%) |
| Read-2 | 26,816,551 (41.76%) | 25,325,936 (40.89%) | 32605680 (40.43%) | 31,142,582 (41.31%) |
| Reads map to “+” | 27,008,832 (42.06%) | 25,526,323 (41.21%) | 32,830,110 (40.71%) | 31,512,085 (41.8%) |
| Reads map to “−” | 27,113,268 (42.22%) | 25,718,505 (41.52%) | 33127396 (41.08%) | 31,661,084 (42%) |
| Non-splice reads | 36,188,485 (56.35%) | 33853641 (54.66%) | 43,682,428 (54.17%) | 41,602,031 (55.19%) |
| Splice reads | 17,933,615 (27.93%) | 17,391,187 (28.08%) | 22,275,078 (27.62%) | 21,571,138 (28.62%) |
Statistics of genes in different expression-level interval.
| 0 ~ 1 | 17,437 (43.78%) | 17,267 (43.35%) |
| 1 ~ 3 | 3859 (9.69%) | 3925 (9.85%) |
| 3 ~ 15 | 8283 (20.80%) | 8415 (21.13%) |
| 15 ~ 60 | 6932 (17.41%) | 6954 (17.46%) |
| >60 | 3319 (8.33%) | 3269 (8.21%) |
Reads per kilo bases per million reads.
Ratios of gene number to total gene number are presented in parentheses.
Figure 1Transcriptome analysis of differentially expressed genes in Chill and Chill+EBR treatment of pepper leaves. (A) Volcano plot showed the DEGs between two different libraries. The q < 0.05 was used as thresholds to determine the significance of DEGs. Red dots represent up-regulated genes, green dots show down-regulated genes, and blue dots indicate transcripts that did not change significantly in the Chill+EBR library compared Chill. (B) Hierarchical clustering of all the DEGs based on log10 RPKM values. The color (from blue to red) represents gene expression intensity from low to high. Chill and Chill+EBR represent two treatments under alone chilling stress and chilling stress with 0.1 μM EBR.
Figure 2Correlation of RNA-seq (y axis) and qRT-PCR data (x axis), and the assay is carried out for 20 randomly selected DEGs. GO and KEGG enrichment analyses.
Figure 3GO enrichment analysis of DEGs between Chill and Chill+EBR treatment. (A) up-regulation; (B) down-regulation. The 30 most enriched GO terms are shown. Asterisks indicate significantly enriched GO terms (q < 0.05).
Figure 4KEGG pathway enrichment analysis of DEGs between Chill and Chill+EBR treatment. The left Y-axis shows the KEGG pathway. The X-axis shows the Rich factor. A high q-value is represented by blue and a low q-value is represented by red (q < 0.05).
Figure 5Phenotypic changes (A), net photosynthetic rate (Pn) (B), Fv/Fm (C), chlorophyll a and chlorophyll b (D,E) in chill-stressed pepper seedlings with or without exogenous application of EBR. Asterisks above the histograms indicated significant differences between Chill and Chill +EBT by Student's t-test (**P < 0.01; *P < 0.05).
Photosynthesis related genes expression in pepper leaves as influenced by chilling alone or in combination EBR treatment.
| Capana06g001915 | 0.786 | 6.73E-03 | Photosystem I reaction center subunit II | |
| Capana02g001321 | 1.198 | 2.76E-02 | Photosystem I reaction center subunit III | |
| Capana06g000155 | 1.229 | 3.90E-02 | Photosystem I reaction center subunit IV A | |
| Capana04g000192 | 0.798 | 6.55E-03 | Photosystem I reaction center subunit IV A | |
| Capana06g001274 | 1.170 | 1.58E-02 | Photosystem I reaction center subunit VI | |
| Capana03g000290 | 0.700 | 2.66E-02 | Photosystem I reaction center subunit VI | |
| Capana06g000231 | 0.733 | 1.60E-02 | Photosystem I reaction center subunit XI | |
| Capana06g000232 | 1.184 | 2.77E-06 | Photosystem I reaction center subunit XI | |
| Capana10g002492 | 1.216 | 2.83E-03 | Photosystem II core complex proteins psbY | |
| Capana09g002353 | 1.130 | 2.36E-02 | Photosystem II reaction center W protein | |
| Capana09g000146 | 1.218 | 4.15E-02 | Chlorophyll a/b binding protein | |
| Capana07g001245 | 1.480 | 2.70E-10 | Chlorophyll a/b binding protein 4 | |
| Capana08g000250 | 1.106 | 1.82E-03 | Chlorophyll a/b binding protein 7 | |
| Capana08g001648 | 1.626 | 9.29E-08 | Chlorophyll a/b binding protein 8 | |
| Capana08g001647 | 1.834 | 4.99E-05 | Chlorophyll a/b binding protein 8 | |
| Capana00g002799 | 3.279 | 3.52E-02 | Chlorophyll a/b binding protein 21 | |
| Capana00g002801 | 2.960 | 1.58E-02 | Chlorophyll a/b binding protein 21 | |
| Capana09g000473 | 2.058 | 4.26E-03 | Chlorophyll a/b binding protein 37 | |
| Capana09g001520 | 0.956 | 2.74E-04 | Chlorophyll a/b binding protein CP29.2 | |
| Capana01g002398 | 1.342 | 1.11E-03 | Chlorophyll a/b binding protein CP26 | |
| Capana03g002052 | 0.915 | 1.06E-02 | ATP-dependent zinc metalloprotease FTSH 11 | |
| Capana02g002193 | 0.690 | 2.66E-02 | ATP synthase gamma chain | |
| Capana05g001562 | 0.768 | 2.19E-02 | ATP synthase delta chain | |
| Capana00g001213 | 0.908 | 7.37E-04 | Oxygen-evolving enhancer protein 2 | |
| Capana02g002133 | 1.140 | 7.25E-04 | Oxygen-evolving enhancer protein 3-2 | |
| Capana06g001078 | 1.313 | 1.42E-02 | ABC transporter I family member 17 | |
| Capana00g004571 | 1.295 | 1.83E-04 | Thylakoid lumenal protein At1g03610 | |
| Capana04g000971 | 1.510 | 4.25E-03 | Thylakoid lumenal 29 kDa protein | |
| Capana06g001397 | 1.348 | 8.68E-05 | PsbP domain-containing protein 6 |
Shown are the q-value (< 0.05) for genes expression (comparison between EBR+Chill and Chill).
Figure 6Endogenous hormone profiles of pepper seedlings grown in the only chill stress (Chill) or chill stress with 0.1 μM EBR (Chill+EBR). (A) Contents of ABA, SA and JA in leaves of pepper seedlings. (B) Contents and metabolites of IAA and ETH in leaves of pepper seedlings. Error bars represent the standard error (SE) of the mean for three replicates. Asterisks above the histograms indicated significant differences between Chill and Chill +EBT by Student's t-test (**P < 0.01; *P < 0.05).
Hormone metabolism and signaling-related gene expression in pepper leaves as influenced by chilling alone or in combination EBR treatment.
| Capana09g001771 | −1.705 | 9.66E-03 | Unknown | Auxin-induced protein 6B |
| Capana03g004288 | 1.079 | 6.65E-03 | Unknown | Auxin-induced protein PCNT115 |
| Capana03g000310 | −0.888 | 1.67E-03 | Auxin-responsive protein IAA17 | |
| Capana07g000961 | 1.786 | 2.76E-02 | Auxin-binding protein ABP19a | |
| Capana00g003808 | −1.856 | 1.99E-02 | Cytokinin dehydrogenase 6 | |
| Capana03g002801 | −1.084 | 2.66E-02 | Probable protein phosphatase 2C 24 | |
| Capana01g001577 | 6.419 | 2.41E-76 | Linoleate 13S-lipoxygenase 2-1 | |
| Capana06g001004 | 1.021 | 4.65E-02 | Isochorismate synthase | |
| Capana03g001010 | −2.357 | 5.88E-11 | Gibberellin-regulated protein 14 | |
| Capana01g002809 | −1.463 | 0.011357 | Gibberellin 2-beta-dioxygenase 2 | |
| Capana03g001010 | −2.357 | 5.88E-11 | Gibberellin-regulated protein 14 | |
| Capana05g000709 | −2.415 | 7.10E-05 | Gibberellin 2-beta-dioxygenase 8 | |
| Capana01g000175 | −1.589 | 1.73E-02 | 1-aminocyclopropane-1-carboxylate synthase | |
| Capana03g004532 | −1.636 | 4.05E-02 | Ethylene receptor 2 | |
| Capana06g000678 | −0.805 | 7.97E-03 | Ethylene insensitive 3-like 1 protein | |
| Capana00g003399 | −0.945 | 2.40E-03 | Ethylene-responsive transcription factor ERF061 | |
| Capana01g000662 | −1.770 | 2.69E-02 | Ethylene-responsive transcription factor 5 | |
| Capana03g000085 | −0.718 | 2.11E-02 | Ethylene-responsive transcription factor RAP2-12 | |
| Capana04g001107 | −0.941 | 8.75E-04 | Ethylene-responsive transcription factor RAP2-4 | |
| Capana05g001701 | −1.143 | 2.51E-05 | Ethylene-responsive transcription factor 1B | |
| Capana05g001951 | −1.478 | 6.45E-08 | Ethylene-responsive transcription factor ERF106 | |
| Capana07g001714 | −1.603 | 4.93E-03 | Ethylene-responsive transcription factor 4 | |
| Capana10g000499 | −1.353 | 3.63E-08 | Ethylene-responsive transcription factor 4 | |
| Capana02g002718 | −3.045 | 2.50E-04 | Late embryogenesis abundant protein D-29 | |
| Capana00g002896 | −0.777 | 1.00E-02 | Proline dehydrogenase 2, mitochondrial | |
| Capana01g002720 | −0.997 | 3.08E-04 | Proline-rich receptor-like protein kinase PERK1 | |
| Capana04g000460 | 1.357 | 1.36E-04 | Proline-rich receptor-like protein kinase PERK10 | |
| Capana01g004123 | −2.109 | 3.57E-03 | Unknown | 14 kDa proline-rich protein DC2.15 |
| Capana03g000595 | −1.306 | 7.23E-05 | Respiratory burst oxidase homolog protein C | |
| Capana12g000877 | −1.355 | 3.59E-02 | Cysteine-rich receptor-like protein kinase 25 | |
| Capana12g000878 | −0.936 | 4.87E-02 | Cysteine-rich receptor-like protein kinase 10 | |
| Capana00g004816 | 2.524 | 2.82E-06 | Cysteine-rich receptor-like protein kinase 25 | |
| Capana06g002351 | 0.851 | 4.51E-03 | RING-H2 finger protein ATL72 | |
| Capana00g003879 | −1.036 | 4.84E-02 | RING-H2 finger protein ATL78 | |
| Capana01g002369 | −1.149 | 5.76E-05 | RING-H2 finger protein ATL2 | |
| Capana10g001323 | −1.6687 | 9.52E-06 | 18.1 kDa class I heat shock protein (Fragment) | |
| Capana05g002063 | −0.9636 | 0.013016 | Dehydration-responsive element-binding protein | |
| Capana01g002345 | −0.89067 | 0.02905 | Protein Dehydration-induced 19 homolog 3 | |
| Capana00g003859 | −1.3668 | 0.02239 | Probable receptor-like protein kinase At5g39030 | |
| Capana08g002140 | −0.8267 | 0.01623 | Receptor-like protein kinase HAIKU2 | |
| Capana12g002105 | 0.941 | 5.94E-06 | Probable receptor protein kinase TMK1 | |
Shown are the q-value (< 0.05) for genes expression (comparison between EBR+Chill and Chill).
Calcium signaling and redox-related genes expression in pepper leaves as influenced by chilling alone or in combination EBR treatment.
| Capana00g001365 | 0.727 | 1.88E-02 | Calcium sensing receptor | |
| Capana06g000284 | −1.279 | 1.77E-06 | CBL-interacting serine/threonine-protein kinase 11 | |
| Capana02g000787 | −1.128 | 1.06E-05 | Calcium uniporter protein | |
| Capana03g000955 | −1.945 | 4.74E-04 | Probable calcium-binding protein CML15 | |
| Capana11g000436 | −1.920 | 3.75E-07 | Calcium-binding protein CML38 | |
| Capana10g002124 | −1.084 | 8.67E-05 | Calmodulin-related protein | |
| Capana09g001740 | 1.765 | 8.55E-03 | Probable glutathione S-transferase | |
| Capana02g002747 | 2.8381 | 5.52E-06 | Peroxidase 72 | |
| Capana02g002452 | 1.149 | 4.89E-02 | Catalase isozyme 2 | |
| Capana04g000138 | 0.884 | 1.36E-03 | Thioredoxin-like protein CDSP32 | |
| Capana01g004227 | 2.526 | 6.43 E-05 | Long-chain-alcohol oxidase FAO4A | |
| Capana00g002845 | 3.276 | 4.01E-02 | Unknown | NAD(P)H:quinone oxidoreductase |
| Capana03g001927 | 1.616 | 1.49E-04 | Uncharacterized oxidoreductase, chloroplastic | |
Shown are the q-value (< 0.05) for genes expression (comparison between EBR+Chill and Chill).
Transcription factors and post-transcription related genes expression in pepper leaves as influenced by chilling alone or in combination EBR treatment.
| Capana00g003083 | −1.152 | 4.21E-04 | Probable WRKY transcription factor 11 | |
| Capana01g004472 | −1.627 | 5.85E-07 | Probable WRKY transcription factor 41 | |
| Capana02g002230 | −1.123 | 9.79E-05 | WRKY transcription factor 6 | |
| Capana03g000473 | −1.909 | 7.33E-10 | Probable WRKY transcription factor 40 | |
| Capana06g001110 | −1.726 | 2.04E-12 | Probable WRKY transcription factor 40 | |
| Capana06g001506 | −1.139 | 5.55E-03 | Probable WRKY transcription factor 33 | |
| Capana09g001251 | −1.221 | 2.94E-05 | Probable WRKY transcription factor 33 | |
| Capana07g001968 | −1.071 | 8.10E-03 | Probable WRKY transcription factor 28 | |
| Capana07g002350 | −1.064 | 8.71E-05 | Probable WRKY transcription factor 20 | |
| Capana12g001826 | 1.562 | 3.98E-02 | Probable WRKY transcription factor 51 | |
| Capana02g002068 | −1.643 | 8.43E-05 | Transcription factor MYB 39 | |
| Capana02g003369 | −1.485 | 2.37E-05 | Myb-related protein 306 | |
| Capana03g000766 | −1.099 | 4.99E-05 | Myb-related protein 306 | |
| Capana01g000650 | −1.645 | 8.28E-05 | NAC domain-containing protein 100 | |
| Capana03g000802 | −0.837 | 2.61E-02 | NAC domain-containing protein 100 | |
| Capana05g000569 | −1.148 | 1.47E-05 | NAC domain-containing protein 2 | |
| Capana07g002219 | −0.891 | 1.24E-03 | NAC domain-containing protein 72 | |
| Capana09g000936 | −0.804 | 4.78E-03 | NAC domain-containing protein 72 | |
| Capana01g002561 | −0.695 | 4.11E-02 | Transcription factor bHLH130 | |
| Capana02g000436 | 1.652 | 1.35E-02 | Transcription factor bHLH64 | |
| Capana03g002644 | 1.181 | 7.40E-03 | Transcription factor bHLH51 | |
| Capana10g000647 | 1.036 | 1.36E-03 | Transcription factor bHLH14 | |
| Capana02g001490 | −1.427 | 1.75E-02 | Heat stress transcription factor B-1 | |
| Capana07g000898 | −1.210 | 6.80E-05 | Heat stress transcription factor A-2 | |
| Capana02g003199 | 1.028 | 3.06E-02 | Zinc finger protein CONSTANS-LIKE 2 | |
| Capana04g000388 | −0.939 | 1.23E-02 | Zinc finger protein MAGPIE | |
| Capana01g000046 | −1.858 | 2.34E-08 | Homeobox-leucine zipper protein ATHB-7 | |
| Capana03g001926 | −0.701 | 3.71E-02 | Homeobox-leucine zipper protein ATHB-7 | |
| Capana03g002675 | −0.865 | 2.69E-02 | Homeobox-leucine zipper protein ATHB-52 | |
| Capana04g002305 | −1.170 | 1.44E-05 | Homeobox-leucine zipper protein ATHB-21 | |
| Capana01g000353 | −0.935 | 2.89E-02 | Transcription factor TCP19 | |
| Capana09g000221 | 2.084 | 6.49E-04 | Putative GATA transcription factor 22 | |
| Capana05g002235 | 1.140 | 3.19E-03 | Cellulose synthase-like protein E6 | |
| Capana07g001101 | −0.727 | 2.42E-02 | Cellulose synthase-like protein G1 | |
| Capana07g001384 | 0.906 | 1.45E-02 | Cellulose synthase-like protein H1 | |
| Capana02g001405 | −1.297 | 1.03E-04 | UDP-glycosyltransferase 91C1 | |
| Capana06g000316 | 1.161 | 3.07E-02 | UDP-glycosyltransferase 87A2 | |
| Capana10g001522 | 1.364 | 1.56E-07 | UDP-glycosyltransferase 73C3 | |
| Capana10g001627 | 1.965 | 5.76E-05 | UDP-glycosyltransferase 76E1 | |
| Capana11g001875 | 1.222 | 2.33E-02 | UDP-glucose flavonoid 3-O-glucosyltransferase 6 | |
| Capana12g000737 | 1.058 | 3.71E-02 | UDP-glucose flavonoid 3-O-glucosyltransferase 7 | |
| Capana12g002768 | 0.968 | 1.53E-03 | UDP-glucose flavonoid 3-O-glucosyltransferase 3 | |
| Capana06g002960 | 1.187 | 1.08E-05 | Putative UDP-rhamnose:rhamnosyltransferase 1 | |
| Capana10g000708 | −0.976 | 6.90E-04 | Alpha-1,4-glucan-protein synthase [UDP-forming] 2 | |
Shown are the q-value (< 0.05) for genes expression (comparison between EBR+Chill and Chill).
Figure 7Model depicting BR-mediated chilling tolerance via Ca. LOX, ICS, and ACS are jasmonic acid biosynthesis gene, salicylic acid-related gene isochorismate synthase, and ethylene biosynthesis genes ACC synthase, respectively. WRKY51, bHLH, and AP2/ERF are all transcriptional facts. CSL is cellulose synthase-like protein; UGT is UDP-glycosyltransferase. Cellular redox homeostasis related genes: GSTX1, PER72, and CAT2. CAMTA: CaM-binding transcription activator.