| Literature DB >> 36077098 |
Tao Zhang1, Kaile Sun1, Xiaoke Chang2, Zhaopeng Ouyang1, Geng Meng1, Yanan Han2, Shunshan Shen3, Qiuju Yao2, Fengzhi Piao1, Yong Wang1.
Abstract
As a glycophyte plant, pepper (Capsicum annuum L.) is widely cultivated worldwide, but its growth is susceptible to salinity damage, especially at the seedling stage. Here, we conducted a study to determine the physiological and transcriptional differences between two genotype seedlings (P300 and 323F3) with contrasting tolerance under salt stress. The P300 seedlings were more salt-tolerant and had higher K+ contents, higher antioxidase activities, higher compatible solutes, and lower Na+ contents in both their roots and their leaves than the 323F3 seedlings. During RNA-seq analysis of the roots, more up-regulated genes and fewer down-regulated genes were identified between salt-treated P300 seedlings and the controls than between salt-treated 323F3 and the controls. Many ROS-scavenging genes and several SOS pathway genes were significantly induced by salt stress and exhibited higher expressions in the salt-treated roots of the P300 seedlings than those of 323F3 seedlings. Moreover, biosynthesis of the unsaturated fatty acids pathway and protein processing in the endoplasmic reticulum pathway were deeply involved in the responses of P300 to salt stress, and most of the differentially expressed genes involved in the two pathways, including the genes that encode mega-6 fatty acid desaturases and heat-shock proteins, were up-regulated. We also found differences in the hormone synthesis and signaling pathway genes in both the P300 and 323F3 varieties under salt stress. Overall, our results provide valuable insights into the physiological and molecular mechanisms that affect the salt tolerance of pepper seedlings, and present some candidate genes for improving salt tolerance in pepper.Entities:
Keywords: RNA-seq; pepper; physiological analysis; salt stress
Mesh:
Year: 2022 PMID: 36077098 PMCID: PMC9455954 DOI: 10.3390/ijms23179701
Source DB: PubMed Journal: Int J Mol Sci ISSN: 1422-0067 Impact factor: 6.208
Figure 1Performance of 323F3 and P300 seedlings in response to salt stress. (A) Phenotypes after 20 d salinity stress with 150 mM NaCl. (B,C) Salt stress tolerance index of different parameters from the shoot and root, respectively. Each bar represents three biological replicates ± SD. * p < 0.05; ** p < 0.01; NS, not significant (according to one-way ANOVA).
Figure 2Shoot and root Na+ and K+ concentrations and Na+/K+ ratio in 323F3 and P300 under control and salt treatment conditions. Each bar represents three biological replicates ± SD. Different small letters represent significant differences at p < 0.05 according to one-way ANOVA. (A–C) Na+ and K+ concentrations and Na+/K+ ratio in the shoots of 323F3 and P300. (D) The ratio of Na+ concentration in shoots and roots. (E–G) Na+ and K+ concentrations and Na+/K+ ratio in the roots of 323F3 and P300.
Figure 3Effect of salt treatment on the antioxidase activities in the leaves (A–C) and roots (D–F) of 323F3 and P300. Each bar represents three biological replicates ± SD. Different small letters represent significant differences at p < 0.05 according to one-way ANOVA.
Figure 4Accumulation of soluble sugar, soluble protein, and proline in the leaves (A–C) and roots (D–F) of 323F3 and P300. Each bar represents three biological replicates ± SD. Different small letters represent significant differences at p < 0.05 according to one-way ANOVA.
Figure 5MDA content (A) and relative electrical conductivity (B) in the leaves of 323F3 and P300. Each bar represents three biological replicates ± SD. Different small letters represent significant differences at p < 0.05 according to one-way ANOVA.
Figure 6DEGs identified in the four comparisons among the control and salt treatment groups. (A) Total number of the up-regulated and down-regulated DEGs in the four comparisons. (B) Venn diagram of all DEGs in the four comparisons.
Figure 7GO enrichment analysis of the DEGs identified in the 323F3C vs. 323F3S (A) and P300c vs. P300S (B) comparisons. The topmost enriched GO terms under the three main GO categories are shown. The numbers of the up-regulated and down-regulated genes in each category are represented by red and black numbers, respectively. CC, cellular component; MF, molecular function; BP, biological process.
Figure 8KEGG pathway enrichment analysis of the DEGs identified in the 323F3C vs. 323F3S (A) and P300C vs. P300S (B) comparisons. The topmost enriched 20 KEGG pathways with the lowest FDR values were selected for display. Rich factor refers to the ratio of the DEGS to the total number of annotated genes in each pathway. The numbers of up-regulated and down-regulated genes in each pathway are shown on the right side of each KEGG enrichment diagram.
Figure 9DEGs in the 323F3C vs. 323F3S and P300C vs. P300S comparisons annotated in the hormone synthesis and signaling transduction pathways by KEGG analysis. The main synthesis and signal transduction pathway of Auxin/IAA, JA, ABA, and ETH are shown in (A–D), respectively. Log2 (read counts + 1) of each gene in different samples are shown in the appropriate grid. Heat-maps were drawn using Tbtools software [36].
The up-regulated genes associated with ROS scavenging in 323F3C vs. 323F3S and P300C vs. P300S.
| Protein | Gene ID | Gene Description | Gene Name | 323F3C vs. 323F3S | P300C vs. P300S | ||
|---|---|---|---|---|---|---|---|
| Fold | Fold | ||||||
| CAT |
| Catalase isozyme 2 |
| 1.24 | 3.99 × 10−3 | 1.88↑ | 8.86 × 10−25 |
| APX |
| L-ascorbate peroxidase 2, cytosolic |
| 2.00↑ | 1.95 × 10−29 | 1.54↑ | 5.71 × 10−28 |
| Prx |
| Peroxiredoxin-2C |
| 1.02 | 0.8449117 | 21.79↑ | 4.86 × 10−208 |
| Trx |
| Thioredoxin-like protein 4A |
| 2.03↑ | 3.18 × 10−8 | 2.07↑ | 1.22 × 10−18 |
|
| TPR repeat-containing thioredoxin TTL1 |
| 1.62↑ | 3.72 × 10−3 | 1.01 | 0.96941233 | |
|
| TPR repeat-containing thioredoxin TDX |
| 0.78 | 0.6865073 | 11.13↑ | 1.86 × 10−4 | |
|
| TPR repeat-containing thioredoxin TDX |
| 0.72 | 0.2916553 | 7.81↑ | 8.08 × 10−3 | |
| POD |
| Suberization-associated anionic peroxidase 1 |
| 0.59↓ | 6.22 × 10−10 | 2.34↑ | 1.65 × 10−60 |
|
| Peroxidase 28 |
| 1.51↑ | 8.34 × 10−9 | 0.71 | 1.54 × 10−5 | |
|
| Peroxidase 4 |
| 1.79↑ | 4.96 × 10−10 | 6.69↑ | 5.17 × 10−14 | |
|
| Peroxidase 15 |
| 1.01 | 0.8866078 | 2.04↑ | 1.0371 × 10−52 | |
|
| Peroxidase 5 |
| 1.41 | 1.44 × 10−5 | 2.16↑ | 4.59 × 10−44 | |
|
| Peroxidase 4 |
| 1.19 | 0.7675621 | 3.34↑ | 0.02781563 | |
|
| Peroxidase 6 |
| 1.10 | 0.858594 | 1.95↑ | 0.0165733 | |
|
| Lignin-forming anionic peroxidase |
| 0.81 | 0.0972802 | 2.44↑ | 1.20 × 10−3 | |
|
| Peroxidase 66 |
| 1.18 | 0.1376819 | 2.10↑ | 5.91 × 10−12 | |
|
| Peroxidase 12 |
| 1.12 | 2.42 × 10−3 | 1.63↑ | 2.77 × 10−28 | |
|
| Peroxidase 72 |
| 1.13 | 0.5396232 | Inf a↑ | 3.52 × 10−23 | |
| GRX |
| Glutaredoxin-C1 |
| 0.45↓ | 6.30 × 10−3 | 4.22↑ | 3.23 × 10−7 |
|
| Monothiol glutaredoxin-S2 |
| 0.59 | 0.3190946 | 2.78↑ | 1.93 × 10−3 | |
|
| Glutaredoxin-C9 |
| 0.68 | 3.47 × 10−3 | 1.62↑ | 0.01676165 | |
| GST |
| Putative glutathione S-transferase |
| 1.57↑ | 3.96× 10−22 | 3.98↑ | 2.55 × 10−224 |
|
| Putative glutathione S-transferase |
| 1.68↑ | 2.34 × 10−6 | 3.04↑ | 5.79 × 10−16 | |
|
| Putative glutathione S-transferase |
| 1.64↑ | 0.0198286 | 2.63↑ | 1.56 × 10−6 | |
|
| Glutathione S-transferase U9 |
| 1.93↑ | 6.24 × 10−30 | 4.57↑ | 5.97 × 10−145 | |
|
| Glutathione S-transferase U18 |
| 1.71↑ | 1.46 × 10−74 | 1.09 | 1.99 × 10−3 | |
|
| Putative glutathione S-transferase |
| 0.81 | 3.94 × 10−4 | 2.54↑ | 5.87 × 10−45 | |
|
| Glutathione S-transferase U18 |
| 0.78 | 3.26 × 10−4 | 2.01↑ | 6.59 × 10−23 | |
|
| Putative glutathione S-transferase |
| 1.45 | 1.55 × 10−13 | 1.86↑ | 2.62 × 10−15 | |
|
| Putative glutathione S-transferase |
| 0.28 | 0.6107545 | 19.02↑ | 1.38 × 10−10 | |
|
| Glutathione S-transferase U18 |
| 0.39 | 0.4708276 | 12.18↑ | 2.22 × 10−9 | |
|
| Glutathione S-transferase U9 |
| 1.28 | 4.42 × 10−3 | 1.81↑ | 5.99 × 10−9 | |
|
| Putative glutathione S-transferase |
| 0.48 | 1 | 13.81↑ | 1.63 × 10−7 | |
|
| Putative glutathione S-transferase |
| 1.23 | 0.1406508 | 2.01↑ | 3.56 × 10−7 | |
|
| Putative glutathione S-transferase |
| 1.61 | 0.0656395 | 3.64↑ | 5.19 × 10−5 | |
|
| Putative glutathione S-transferase |
| 1.03 | 0.9176443 | 1.99↑ | 0.03055018 | |
Note: expression patterns: “↑” is up-regulated; “↓” is down-regulated. The read counts of each gene in different samples can be found in Table S3. a A gene could not be detected in the P300C sample, but highly expressed in the P300S sample.
The up-regulated genes encoding HSP and FAD type proteins in 323F3C vs. 323F3S and P300C vs. P300S.
| Protein | Gene ID | Gene Description | Gene Name | 323F3C vs. 323F3S | P300C vs. P300S | ||
|---|---|---|---|---|---|---|---|
| Fold | Fold | ||||||
| HSP |
| Heat-shock cognate 70 kDa protein |
| 3.43↑ | 0 | 8.27↑ | 0 |
|
| Heat-shock protein 90-1 |
| 7.73↑ | 0 | 12.91↑ | 0 | |
|
| Heat-shock cognate 70 kDa protein |
| 2.37↑ | 0 | 2.74↑ | 0 | |
|
| 17.9 kDa class II heat-shock protein |
| 3.79↑ | 1.09 × 10−59 | 7.09↑ | 1.91 × 10−112 | |
|
| Heat-shock 22 kDa protein, mitochondrial |
| 2.60↑ | 1.04 × 10−50 | 6.99↑ | 6.98 × 10−126 | |
|
| 17.9 kDa class II heat-shock protein |
| 5.09↑ | 2.16 × 10−21 | 10.94↑ | 6.73 × 10−123 | |
|
| 15.7 kDa heat-shock protein, peroxisomal |
| 3.02↑ | 4.62 × 10−21 | 3.19↑ | 3.39 × 10−45 | |
|
| 18.5 kDa class I heat-hock protein |
| 2.02↑ | 1.17 × 10−19 | 4.86↑ | 2.08 × 10−100 | |
|
| 17.4 kDa class III heat-shock protein |
| 4.90↑ | 9.92 × 10−17 | 5.01↑ | 6.07 × 10−17 | |
|
| Heat-shock 22 kDa protein, mitochondrial |
| 2.64↑ | 7.74 × 10−14 | 5.95↑ | 1.085 × 10−87 | |
|
| 22.0 kDa class IV heat-shock protein |
| 2.01↑ | 5.70 × 10−4 | 1.69↑ | 2.88 × 10−5 | |
|
| 18.5 kDa class I heat-shock protein |
| 2.68↑ | 1.03 × 10−3 | 2.31↑ | 2.09 × 10−4 | |
|
| Heat-shock 70 kDa protein |
| 1.99↑ | 0.015001 | 2.44↑ | 0.02448657 | |
|
| Heat-shock protein 90-2 |
| 1.37 | 4.04 × 10−76 | 1.58↑ | 6.33 × 10−106 | |
|
| Heat-shock cognate 70 kDa protein |
| 1.29 | 4.27 × 10−45 | 1.51↑ | 6.56 × 10−84 | |
|
| 18.5 kDa class I heat-shock protein |
| 1.02 | 0.9619644 | 2.14↑ | 1.43 × 10−3 | |
|
| 26.5 kDa heat-shock protein, mitochondrial |
| 1.54 | 0.4367286 | 3.02↑ | 0.01976457 | |
| FAD |
| Omega-6 fatty acid desaturase, endoplasmic reticulum |
| 0.16↓ | 0 | 1.62↑ | 0.02217258 |
|
| Omega-6 fatty acid desaturase, endoplasmic reticulum |
| 0.60↓ | 3.46 × 10−8 | 1.62↑ | 7.31 × 10−5 | |
|
| Omega-6 fatty acid desaturase, endoplasmic reticulum |
| 0.18↓ | 6.23 × 10−3 | 29.17↑ | 1.12 × 10−10 | |
|
| Omega-6 fatty acid desaturase, endoplasmic reticulum |
| 0.77 | 7.26 × 10−31 | 2.06↑ | 5.75 × 10−136 | |
|
| Omega-6 fatty acid desaturase, endoplasmic reticulum |
| 1.08 | 0.3271504 | 3.77↑ | 9.26 × 10−67 | |
|
| Omega-6 fatty acid desaturase, endoplasmic reticulum |
| 0.84 | 0.2026156 | 4.04↑ | 1.28 × 10−36 | |
|
| Omega-6 fatty acid desaturase, endoplasmic reticulum |
| 0.79 | 3.40 × 10−14 | 1.55↑ | 1.01 × 10−20 | |
|
| Omega-6 fatty acid desaturase, endoplasmic reticulum |
| 0.74 | 1.30 × 10−6 | 1.73↑ | 6.26 × 10−15 | |
|
| Omega-6 fatty acid desaturase, endoplasmic reticulum |
| 0.89 | 0.0626088 | 1.75↑ | 6.35 × 10−9 | |
|
| Omega-6 fatty acid desaturase, endoplasmic reticulum |
| 0.94 | 0.6231729 | 1.69↑ | 3.66 × 10−8 | |
|
| Omega-6 fatty acid desaturase, endoplasmic reticulum |
| 0.70 | 0.6677045 | 11.45↑ | 2.39 × 10−5 | |
Note: expression patterns: “↑” is up-regulated; “↓” is down-regulated. The read counts of each gene in different samples can be found in Table S3.
Figure 10Heatmap analysis of the gene expressions and ACC content comparisons in 323F3 and P300. (A) The genes encoding SOD-type proteins and copper chaperone for SOD (CCS). (B) The DEGs involved in SOS pathway in the 323F3C vs. 323F3S and P300c vs. P300S comparisons. Log2 (read counts + 1) of each gene in different samples are shown in the heatmaps and the values of each gene in different samples were scaled by normalization using Tbtools software. (C) ACC content determination in 323F3 and P300 under control and salt conditions. Different small letters represent significant differences at p < 0.05 according to one-way ANOVA.
Figure 11Proposed model illustrating the main salt tolerance mechanisms in seedlings of the two contrasting pepper genotypes (the salt-tolerant genotype P300 and the salt-sensitive genotype 323F3). Red fonts indicate strong up-regulation, pink fonts indicate weak up-regulation, green fonts indicate down-regulation when exposed to salinity in the two genotypes compared with their controls.