| Literature DB >> 32187998 |
Wenming Qiu1,2, Juliana Soares2, Zhiqian Pang2, Yixiao Huang2, Zhonghai Sun1, Nian Wang2, Jude Grosser2, Manjul Dutt2.
Abstract
Huanglongbing (HLB), a bacterial disease caused by Candidatus Liberibacter asiaticus (CLas), is a major threat to the citrus industry. In a previous study conducted by our laboratory, several citrus transgenic trees expressing the Arabidopsis thaliana NPR1 (AtNPR1) gene remained HLB-free when grown in a field site under high HLB disease pressure. To determine the molecular mechanisms behind AtNPR1-mediated tolerance to HLB, a transcriptome analysis was performed using AtNPR1 overexpressing transgenic trees and non-transgenic trees as control, from which we identified 57 differentially expressed genes (DEGs). Data mining revealed the enhanced transcription of genes encoding pathogen-associated molecular patterns (PAMPs), transcription factors, leucine-rich repeat receptor kinases (LRR-RKs), and putative ankyrin repeat-containing proteins. These proteins were highly upregulated in the AtNPR1 transgenic line compared to the control plant. Furthermore, analysis of protein-protein interactions indicated that AtNPR1 interacts with CsNPR3 and CsTGA5 in the nucleus. Our results suggest that AtNPR1 positively regulates the innate defense mechanisms in citrus thereby boosting resistance and effectively protecting the plant against HLB.Entities:
Keywords: Citrus sinensis; HLB; RNAseq; disease resistance; innate immunity
Mesh:
Substances:
Year: 2020 PMID: 32187998 PMCID: PMC7139736 DOI: 10.3390/ijms21062009
Source DB: PubMed Journal: Int J Mol Sci ISSN: 1422-0067 Impact factor: 5.923
Summary of sequencing data from the different replicates of the NPR1-2 transgenic line and control non-transgenic ‘Valencia’ line.
| Sample * | Clean Reads | Clean Bases | ≥Q30 (%) | GC Content (%) | Total Mapped (%) | Uniquely Mapped (%) |
|---|---|---|---|---|---|---|
| NPR1_1 | 62,607,264 | 7.91G | 92.89 | 44.84 | 47,656,347 (76.12%) | 46,101,606 (73.64%) |
| NPR1_2 | 59,175,150 | 7.40G | 92.79 | 45.23 | 45,972,884 (77.69%) | 44,572,333 (75.32%) |
| NPR1_3 | 59,225,298 | 7.41G | 92.58 | 44.92 | 47,206,105 (79.71%) | 45,624,108 (77.03%) |
| Val_1 | 65,551,728 | 8.20G | 92.44 | 44.4 | 54,260,656 (82.78%) | 52,711,952 (80.41%) |
| Val_2 | 65,372,880 | 8.18G | 92.84 | 44.19 | 54,287,742 (83.04%) | 52,522,887 (80.34%) |
| Val_3 | 61,717,406 | 7.72G | 92.7 | 44.59 | 51,647,046 (83.68%) | 50,005,354 (81.02%) |
| Total/Average | 373,649,726 | 47.00G | 92.71 | 44.69 | 50,171,797 (80.50%) | 48,589,707 (77.96%) |
* NPR1_1/2/3 represent three replicates of NPR1-2 line while Val_1/2/3 represent three replicates of the control non-transgenic ‘Valencia’ line.
Figure 1RNAseq analysis (A) Correlation between RNA-Seq samples. NPR1_1/2/3 represent three replicates of the NPR1 overexpressing line (NPR1-2), Val_1/2/3 represent three replicates of the control non-transgenic ‘Valencia’ line, heat maps of the correlation coefficient between samples, R2 means the square of the Pearson coefficient; (B) Venn diagram of expressed genes in transgenic NPR1 overexpressing line (NPR1-2) and control non-transgenic ‘Valencia’ line. FPKM > 1 is the expression threshold, NPR1 and Val represent the AtNPR1-transgenic line (NPR1-2) and non-transgenic ‘Valencia’ line, respectively.
Figure 2Analysis of the differentially expressed genes (DEGs). (A) DEGs between the transgenic NPR1 overexpressing line (NPR1-2) and control non-transgenic ‘Valencia’ line; (B) Kyoto Encyclopedia of Genes and Genomes (KEGG) enrichment scatter plot of DEGs. The y-axis shows the name of the pathway and the x-axis shows the Rich factor. Dot size represents the number of different genes and the color indicates the q-value.
List of all DEGs between the NPR1-2 transgenic line and control non-transgenic ‘Valencia’ line.
| Gene ID | log2 (Fold Change) | padj | Functional Description | E-Value |
|---|---|---|---|---|
| Cs9g18210 | Inf | 2.76E-04 | Cyclic nucleotide-gated ion channel 1 | 1.26E-100 |
| orange1.1t01447 | 10.70 | 2.35E-03 | Transactivator/viroplasmin protein | 2.95E-06 |
| orange1.1t01448 | 10.36 | 3.52E-04 | Putative Polyprotein CP | 2.51E-07 |
| Cs9g18180 | 9.60 | 2.48E-32 | Cyclic nucleotide-gated ion channel 1 | 2.41E-98 |
| orange1.1t04318 | 6.71 | 1.70E-19 | Ankyrin repeat-containing protein | 1.39E-15 |
| orange1.1t04316 | 6.52 | 2.20E-19 | Ankyrin repeat-containing protein | 5.38E-21 |
| Cs1g13910 | 6.34 | 1.76E-02 | Wall-associated receptor kinase-like 10 | 3.06E-167 |
| Cs9g18240 | 5.91 | 3.92E-02 | Cyclic nucleotide-gated ion channel 1 | 1.81E-129 |
| Cs1g03870 | 5.27 | 5.92E-05 | Probable WRKY transcription factor 51 | 8.66E-38 |
| orange1.1t04319 | 5.26 | 8.15E-05 | Ankyrin repeat-containing protein | 5.68E-07 |
| Cs2g27430 | 4.00 | 2.22E-03 | MYB-related protein Myb4 | 1.25E-50 |
| orange1.1t04443 | 3.97 | 3.98E-03 | TMV resistance protein N | 1.09E-39 |
| orange1.1t03802 | 3.96 | 3.80E-02 | Protein Enhanced disease susceptibility 1 | 3.56E-135 |
| Cs2g27410 | 3.86 | 4.63E-05 | MYB-related protein Myb4 | 8.93E-51 |
| orange1.1t04313 | 3.85 | 2.11E-05 | Huamn Ankyrin-2 | 1.79E-15 |
| Cs2g01090 | 3.81 | 1.23E-04 | UPF0481 protein | 8.09E-36 |
| Cs7g11940 | 3.77 | 1.13E-02 | Cytosolic sulfotransferase 12 | 4.84E-116 |
| Cs1g24440 | 3.62 | 2.76E-04 | Salicylate carboxymethyl transferase | 6.62E-158 |
| orange1.1t03083 | 3.33 | 3.98E-03 | Putative ribonuclease H protein | 3.42E-20 |
| Cs1g11960 | 3.31 | 1.15E-04 | G-type lectin S-receptor-like serine/threonine-protein kinase | 6.12-131 |
| Cs5g16310 | 3.17 | 4.40E-05 | Flavanone 3-dioxygenase | 2.30E-69 |
| orange1.1t02071 | 3.13 | 8.55E-05 | UPF0481 protein | 2.10E-28 |
| Cs2g21000 | 3.04 | 3.17E-04 | Linolenate hydroperoxide lyase, chloroplastic | 0 |
| Cs2g13280 | 3.03 | 8.73E-05 | Probable receptor-like protein kinase | 5.18E-98 |
| orange1.1t04913 | 3.02 | 2.44E-03 | TMV resistance protein N | 1.45E-54 |
| Cs7g29570 | 3.00 | 8.73E-05 | Probable WRKY transcription factor 70 | 1.61E-41 |
| Cs4g04210 | 2.84 | 2.92E-04 | Transcription factor bHLH35 | 4.47E-67 |
| orange1.1t01840 | 2.83 | 1.05E-02 | TMV resistance protein N | 8.85E-172 |
| Cs4g05900 | 2.72 | 1.06E-02 | Ankyrin repeat-containing protein | 3.72E-27 |
| Cs3g10110 | 2.62 | 2.54E-03 | LRR receptor-like serine/threonine-protein kinase | 9.01E-17 |
| orange1.1t02504 | 2.55 | 3.90E-03 | Probable disease resistance protein | 3.26E-175 |
| Cs4g18320 | 2.49 | 4.46E-03 | Glutaredoxin-C6 | 2.03E-57 |
| Cs9g12160 | 2.40 | 6.88E-03 | LRR receptor-like serine/threonine-protein kinase GSO1 | 3.67E-14 |
| Cs7g29040 | 2.34 | 2.61E-02 | Heat shock cognate 70 kDa protein | 0 |
| Cs7g15430 | 2.31 | 1.25E-02 | Cytochrome P450 89A2 | 3.06E-171 |
| Cs5g04250 | 2.25 | 2.55E-02 | Mitochondrial outer membrane protein porin of 36 kDa | 3.27E-51 |
| Cs6g01870 | 2.18 | 2.61E-02 | Probable LRR receptor-like serine/threonine-protein kinase | 6.63E-13 |
| orange1.1t00589 | 2.14 | 3.59E-02 | NAC domain-containing protein 68 | 1.50E-20 |
| Cs5g06000 | 2.13 | 3.10E-02 | Copper methylamine oxidase | 3.84E-167 |
| Cs1g03700 | 2.09 | 3.15E-02 | Mechanosensitive ion channel protein 10 | 1.20E-13 |
| Cs5g12280 | −6.39 | 6.99E-05 | Agamous-like MADS-box protein AGL8 | 3.38E-33 |
| Cs5g12290 | −5.76 | 1.70E-06 | Agamous-like MADS-box protein AGL8 | 9.58E-34 |
| Cs7g11800 | −3.65 | 8.18E-06 | Developmental protein SEPALLATA 2 | 8.38E-33 |
| Cs9g07970 | −2.33 | 8.25E-03 | 3-ketoacyl-CoA synthase 11 | 0 |
| orange1.1t04139 | −2.29 | 1.01E-02 | Geraniol 8-hydroxylase | 0 |
Figure 3Gene ontology (GO) term enrichment analysis. (A,B) The GO enrichment terms of (A) upregulated (B) and downregulated DEGs. In the x-axis the number of DEGs is represented, and in the y-axis the GO terms enriched. Different colors are used to distinct biological process, cellular components, and molecular function.
Figure 4qRT-PCR verification for expression pattern of selected DEGs. The expression levels of DEG candidates in NPR1-2 transgenic line compared to Val control determined by qRT-PCR (2-ΔΔCt). Different letters (a, b) represent a significant difference at p ≤ 0.05 using Duncan’s Multiple Range Test and error bars represent SE (n = 3).
Figure 5qRT-PCR for RNAseq data validation of genes involved with plant defense responses. Comparison between NPR1-2 transgenic and non-transgenic plants of genes involved in the (A) NPR1-SA dependent pathway, including CsNPR1, CsNPR3, and CsSABP2 along with pathogenesis related proteins, CsPR1 and CsPR2; and (B) transcription factors. Different letters (a, b) represent a significant difference at p ≤ 0.05 using Duncan’s Multiple Range Test and error bars represent SE (n = 3).
Figure 6Yeast-two-hybrid (Y2H) interaction assays of AtNPR1 with CsNPR3 and CsTGA5. DDO (double dropout medium): SD/-Trp and -Leu, QDO (quadruple dropout medium)/X/A: SD/-Leu/-Trp/-Ade/-His + X-α-Gal and Aureobasidin A. The empty BD (B0) and AD (A0) vectors were used as negative controls. Standard positive control (pGBKT7-53 and pGADT7-T; Clontech) and standard negative control (pGBKT7-Lam and pGADT7-T) were included. The scale bar at the bottom of the figure denotes 1 cm length.
Figure 7Confocal micrographs showing results of bimolecular fluorescence complementation assays (BiFC) assays to determine interactions between AtNPR1 with CsNPR3 and CsTGA5 proteins. (A–AB) show micrographs of YFP (BiFC), nuclear marker (Nucleus), transmission white light (Bright field) and the resultant overlay, respectively. The upper set of panels are showing positive interaction and the bottom set of pictures are showing the negative controls. (A–H) show the AtNPR1 and CsNPR3 positive interaction. (E–H) is a zoom up containing nuclei details. In (I–P) the positive interaction between AtNPR1 and CsTGA5 is demonstrated and (M–P) is a zoom up showing nuclei. White arrows indicate nuclear interaction. (Q–AB) pictures show the negative controls. All the constructs were transiently co-expressed in Nicotiana benthamiana RFP-H-2B plants. The scale bars represent 35 µM in length and for the magnified images each bar represent 5 µM in length.