| Literature DB >> 28197159 |
Chun-Xia Li1, Zhi-Gang Xu2, Rui-Qi Dong1, Sheng-Xin Chang3, Lian-Zhen Wang4, Muhammad Khalil-Ur-Rehman1, Jian-Min Tao1.
Abstract
Using an RNA sequencing (RNA-seq) approach, we analyzed the differentially expressed genes (DEGs) and physiological behaviors of "Manicure Finger" grape plantlets grown in vitro under white, blue, green, and red light. A total of 670, 1601, and 746 DEGs were identified in plants exposed to blue, green, and red light, respectively, compared to the control (white light). By comparing the gene expression patterns with the growth and physiological responses of the grape plantlets, we were able to link the responses of the plants to light of different spectral wavelengths and the expression of particular sets of genes. Exposure to red and green light primarily triggered responses associated with the shade-avoidance syndrome (SAS), such as enhanced elongation of stems, reduced investment in leaf growth, and decreased chlorophyll levels accompanied by the expression of genes encoding histone H3, auxin repressed protein, xyloglucan endotransglycosylase/hydrolase, the ELIP protein, and microtubule proteins. Furthermore, specific light treatments were associated with the expression of a large number of genes, including those involved in the glucan metabolic pathway and the starch and sucrose metabolic pathways; these genes were up/down-regulated in ways that may explain the increase in the starch, sucrose, and total sugar contents in the plants. Moreover, the enhanced root growth and up-regulation of the expression of defense genes accompanied with SAS after exposure to red and green light may be related to the addition of 30 g/L sucrose to the culture medium of plantlets grown in vitro. In contrast, blue light induced the up-regulation of genes related to microtubules, serine carboxypeptidase, chlorophyll synthesis, and sugar degradation and the down-regulation of auxin-repressed protein as well as a large number of resistance-related genes that may promote leaf growth, improve chlorophyll synthesis and chloroplast development, increase the ratio of chlorophyll a (chla)/chlorophyll b (chlb), and decrease the ratio of carbohydrates to proteins in plants. Although exposure to red and green light seems to impose "shade stress" on the plantlets, growth under blue light is comparable to growth observed under white or broad-spectrum light.Entities:
Keywords: RNA-seq; differentially expressed genes (DEGs); grape; growth; light-emitting diodes (LEDs); physiological
Year: 2017 PMID: 28197159 PMCID: PMC5281588 DOI: 10.3389/fpls.2017.00078
Source DB: PubMed Journal: Front Plant Sci ISSN: 1664-462X Impact factor: 5.753
The DEGs ID and primer sequences for qRT-PCR.
| 1 | 4-coumarate–CoA ligase | CCACAGAAAGAACCATAGATAAAG | AGCGGCATCAGAAACATTG | |
| 2 | Zeta-carotene desaturase | GGACACTGGCAACAACAAC | AAGGAGGAATGGAAGGAAGG | |
| 3 | Protein gigantea-like | TTTCTCTGTTGTTTCACTTCTTTG | ACCTGTCTCCATCCTTGTTG | |
| 4 | Glutamine synthetase | TCAGCAGTCAGAAGGTCATC | CCAGCACCACAGTAGTAAGG | |
| 5 | Polygalacturonase | GAAGTTGAGAGTAAGGGATATTGC | TATTGACACGAGAGGAAGAGC | |
| 6 | Alpha-amylase | AGGAGGGCTTTGGAATATGG | ACACTGCTGCTATCTTGACC | |
| 7 | Trehalose 6-phosphate synthase | AAGGAGCACAGGGAAAGATG | CATAATAGGCAGACTTCTCATAGC | |
| 8 | Circadian clock associated 1 | TCCCTTGTGCCTGTATATTCTC | AGTGTTCTGCTTGACCTTCC | |
| 9 | Galacturan 1,4-alpha-galacturonidase | GGAGGAGATGTTAGTGATGTTAC | GCAGGTTGTGATGTAGATTGG | |
| 10 | Late elongated hypocotyl | ATCAGCAGTTGGTTCAGAGAC | TCGGTTGGTGGATTGAGTTC | |
| 11 | Hydroxymethylglutaryl-CoA lyase | GTTGCTGGTCTTGGAGGATG | GGCTATGGCTGTCTTGGAAC | |
| 12 | Pseudo-response regulator 7 | GAGAGGAGCAGGAGATGTTG | TGATTAGCAGAAGAAGCAGTATTG | |
| 13 | Beta-carotene 3-hydroxylase | CACCAACTCCACCACTCAG | CCACCTCTTCCACTTCCTTAG | |
| 14 | Isoflavone 7-O-glucosyltransferase | AACACCTGCTCACTTACTACC | CACGGAGGCGATGTATGC | |
| 15 | Phytoene synthase | TAGGTGCGGTGAGGTCTG | TGTGAAGCATTAGGTCCATCC | |
| 16 | 4-coumarate–CoA ligase | CGCTGCCGTTCTCCTCTG | GTTCTCGCCGTCCACCTG | |
| 17 | Cytochrome P450 98A2 | CGCAACTGGCTGATAGGC | TGGCTGTCACTTCATCTTCTC | |
| 18 | Hydroquinone glucosyltransferase | TGTTTGTAGGGTTTGGGAGTG | GCATCGGCATCTTCAATAGC | |
| 19 | Elongation factor G | GCCAGCACCGAGTTCATC | GAAAGGGTCACAGCAAGGG | |
| 20 | Pseudo-response regulator 7 | CACTGCTGTAAATGCCCAAG | TACTCCGCTCCTGCTTCC |
Effect of light quality on plantlets growth traits.
| Leaf area (cm2) | 17.10±0.70a | 14.50±1.09b | 9.19±0.97c | 7.38±0.90cd |
| Leaf number | 7a | 6ab | 5c | 5c |
| Plant height (mm) | 86.25±10.08b | 52.36±7.86c | 118.16±10.67a | 115.37±4.87a |
| Stem diameter (mm) | 1.39±0.04b | 1.58±0.12a | 1.07±0.09c | 0.95±0.13cd |
| Total length of root (cm) | 85.60±5.33b | 54.20±14.25c | 148.73±29.40a | 135.39±23.47a |
| Root area (cm2) | 45.26±3.81c | 30.58±6.69d | 72.30±9.13a | 65.22±9.85ab |
| Root diameter (mm) | 1.68±0.07ab | 1.82±0.14a | 1.58±0.20b | 1.54±0.14b |
| Root volume (cm3) | 1.91±0.22b | 1.38±0.25c | 2.83±0.34a | 2.52±0.48a |
| Fresh mass (g/plant) | 1.56±0.13a | 1.30±0.07b | 1.33±0.11b | 1.22±0.10bc |
| Aboveground dry mass(mg/plant) | 122.73±14.03a | 115.03±11.12ab | 70.88±4.95c | 72.53±11.11c |
| Root dry mass(mg/plant) | 39.47±5.38bc | 31.13±1.96d | 57.58±7.49a | 48.08±6.47ab |
| Specific leaf fresh weight(mg/cm2) | 9.74±0.51a | 9.00±0.49ab | 6.97±0.81c | 7.47±0.44c |
Mean ± Standard error (n = 45); Different letters indicate significant differences (Duncan's multiple range test, P ≤ 0.05).
Effect of light quality on plantlet primary and secondary metabolites.
| Total sugar content (mg/g DW) | 409.94±14.53b | 339.07±6.82c | 471.69±16.81a | 469.75±4.07a |
| Soluble sugar content (mg/g DW) | 101.03±12.85d | 124.82±4.09c | 181.89±8.28b | 210.96±8.01a |
| Starch content (mg/g FW) | 0.99±0.10d | 1.34±0.19bc | 1.73±0.28b | 4.31±0.32a |
| Soluble protein content (mg/g FW) | 44.02±1.17b | 53.03±4.63a | 29.36±1.94c | 41.98±3.91b |
| Chl a content (mg/g FW) | 2.72±0.11b | 3.56±0.12a | 1.40±0.06c | 0.93±0.05d |
| Chl b content (mg/g FW) | 0.84±0.02b | 1.06±0.04a | 0.49±0.03c | 0.33±0.02d |
| Carotenoid content (mg/g FW) | 0.57±0.03b | 0.76±0.03a | 0.31±0.01c | 0.20±0.01d |
| Total photosynthetic pigment content (mg/g FW) | 4.13±0.16b | 5.38±0.19a | 2.20±0.10c | 1.46±0.08d |
| Chl a/b | 3.24 | 3.34 | 2.86 | 2.83 |
Mean ± Standard error (n = 3); Different letters indicate significant differences (Duncan's multiple range test, P ≤ 0.05).
Figure 1Effect of light quality on the ultrastructure of leaf chloroplasts in grape plantlets grown . CW, cell wall; Chl, chloroplast; S, starch grain; O, osmophore; SL, stroma lamella; GL, grana lamellae. (A), (E), and (I) show the chloroplast structures in plants grown under white light; (B), (F), and (J) show the chloroplast structures in plants grown under blue light; (C), (G), and (K) show the chloroplast structures in plants grown under green light; and (D), (H), and (L) show the chloroplast structures in plants grown under red light.
Molecular_function and Biological_process enrichment analyses for DEGs between different light qualities.
| Molecular_function | ||||||
| GO: 0003774 | Motor activity | 0.00022 | 12 | 0 | 12 | |
| GO: 0004180 | Carboxypeptidase activity | 0.00178 | 9 | 0 | 9 | |
| GO: 0005515 | Protein binding | 0.00218 | 50 | 37 | 87 | |
| GO: 0005198 | Structural molecule activity | 0.01232 | 35 | 6 | 41 | |
| GO: 0016798 | Hydrolase activity, acting on glycosyl bonds | 0.00323 | 24 | 8 | 32 | |
| GO: 0016758 | Transferase activity, transferring hexosyl groups | 0.02418 | 17 | 5 | 22 | |
| Biological_process | ||||||
| GO: 0034728 | Nucleosome organization | 0.00187 | 9 | 0 | 9 | |
| GO: 0071824 | Protein-DNA complex subunit organization | 0.00231 | 9 | 0 | 9 | |
| GO: 0043933 | Macromolecular complex subunit organization | 0.01025 | 15 | 0 | 15 | |
| GO: 0007017 | Microtubule-based process | 0.02412 | 11 | 0 | 11 | |
| GO: 0006779 | Porphyrin-containing compound biosynthetic process | 0.04296 | 8 | 0 | 8 | |
| GO: 0034728 | Nucleosome organization | 0.00501 | 11 | 2 | 13 | |
| GO: 0006457 | Protein folding | 0.00579 | 7 | 0 | 7 | |
| GO: 0048522 | Positive regulation of cellular process | 0.00588 | 3 | 5 | 8 | |
| GO: 0071824 | Protein-DNA complex subunit organization | 0.00674 | 11 | 2 | 13 | |
| GO: 0005982 | Starch metabolic process | 0.02788 | 6 | 3 | 9 | |
| GO: 0044042 | Glucan metabolic process | 0.01167 | 12 | 4 | 16 | |
| GO: 0034728 | Nucleosome organization | 0.02295 | 6 | 2 | 8 | |
| GO: 0071824 | Protein-DNA complex subunit organization | 0.02751 | 6 | 2 | 8 | |
Significantly enriched pathways of DEGs between different light qualities.
| Total DEGs with pathway annotation | 407 (100%) | ||||
| ko00511 | Other glycan degradation | 12 (2.95%) | 0.04457 | 9 | 3 |
| ko00860 | Porphyrin and chlorophyll metabolism | 8 (1.97%) | 0.04457 | 8 | 0 |
| Total DEGs with pathway annotation | 994 (100%) | ||||
| ko03010 | Ribosome | 57 (5.73%) | 8.09E-09 | 48 | 9 |
| ko04712 | Circadian rhythm - plant | 28 (2.82%) | 2.52E-07 | 14 | 14 |
| ko00710 | Carbon fixation in photosynthetic organisms | 16 (1.61%) | 4.01E-03 | 6 | 10 |
| ko00940 | Phenylpropanoid biosynthesis | 45 (4.53%) | 8.31E-03 | 25 | 20 |
| ko00500 | Starch and sucrose metabolism | 43 (4.33%) | 1.32E-02 | 29 | 14 |
| ko00260 | Glycine, serine and threonine metabolism | 15 (1.51%) | 3.36E-02 | 9 | 6 |
| Total DEGs with pathway annotation | 451 (100%) | ||||
| ko04712 | Circadian rhythm - plant | 17 (3.77%) | 1.34E-05 | 8 | 9 |
Figure 2Venn diagram and cluster analyses of DEGs in grape plants grown under red (R), blue (B), and green (G) lights compared with white light (W). Clustered heatmaps in the right show the overlapped DEGs in three or two comparison groups. The red color show the up-regulated genes in the plants grown under monochromatic lights compared with plants grown white light, while the green color show the down-regulated genes. The DEGs with different expression trend in each overlapped region were selected and shown alone below the clustered heatmap.
The KEGG or GO or Blast nr analysis for DEGs from the clustered heatmap analyses.
| 1.053 | −3.555 | −5.343 | Heme-binding protein 2-like | |
| 1.167 | −3.332 | −5.655 | Dynein light chain LC6 | |
| 1.917 | −4.432 | −4.503 | Chloroplast ELIP early light-induced protein | |
| 1.493 | −1.818 | −1.658 | Phosphoric diester hydrolase activity | |
| −1.131 | 1.849 | 1.406 | RAV-like factor | |
| −1.061 | 1.623 | 1.379 | Phosphoric ester hydrolase activity | |
| −1.638 | 1.833 | 1.261 | EREBP-like factor | |
| −1.307 | 2.235 | 1.234 | Xyloglucan endotransglucosylase protein | |
| −1.942 | 1.484 | 2.139 | Molecular chaperone DnaJ | |
| −1.781 | 1.915 | 1.699 | Auxin-repressed 12.5 kDa protein-like | |
| −2.183 | 1.991 | 1.905 | Defense response | |
| −1.399 | 2.450 | 2.948 | Unnamed protein product | |
| −1.753 | 2.474 | 3.028 | Unnamed protein product | |
| −1.129 | 2.686 | 3.263 | Defense response | |
| −2.520 | 1.657 | − | Calmodulin | |
| −3.030 | 2.044 | − | Thaumatin-like protein | |
| −1.227 | − | 1.467 | Asparagine synthetase | |
| −3.676 | − | 1.297 | EREBP-like factor | |
| 2.045 | − | −1.519 | Pyridoxal phosphate phosphatase | |
| 1.144 | − | −2.031 | ABC transporter | |
| 1.016 | − | −1.606 | Transcription factor MYC2 | |
Figure 3Real-time quantitative PCR (qRT-PCR) validation of 20 randomly selected DEGs identified by RNA-seq in grape plants grown under white (W), red (R), green (G), and blue (B) light. The histograms denote the qRT-PCR results. Mean value ± standard errors (SE). The black points denote the RNA-seq results. Mean RPKM value.