Abstract
Fusarium graminearum is a causal agent of Fusarium head blight (FHB) and a deoxynivalenol (DON) producer. In this study, OSP24 is identified as an important virulence factor in systematic characterization of the 50 orphan secreted protein (OSP) genes of F. graminearum. Although dispensable for growth and initial penetration, OSP24 is important for infectious growth in wheat rachis tissues. OSP24 is specifically expressed during pathogenesis and its transient expression suppresses BAX- or INF1-induced cell death. Osp24 is translocated into plant cells and two of its 8 cysteine-residues are required for its function. Wheat SNF1-related kinase TaSnRK1α is identified as an Osp24-interacting protein and shows to be important for FHB resistance in TaSnRK1α-overexpressing or silencing transgenic plants. Osp24 accelerates the degradation of TaSnRK1α by facilitating its association with the ubiquitin-26S proteasome. Interestingly, TaSnRK1α also interacts with TaFROG, an orphan wheat protein induced by DON. TaFROG competes against Osp24 for binding with the same region of TaSnRKα and protects it from degradation. Overexpression of TaFROG stabilizes TaSnRK1α and increases FHB resistance. Taken together, Osp24 functions as a cytoplasmic effector by competing against TaFROG for binding with TaSnRK1α, demonstrating the counteracting roles of orphan proteins of both host and fungal pathogens during their interactions.
Subject terms: Fungi, Fungal pathogenesis, Pathogens, Plant immunity
Fusarium graminearum is a major fungal pathogen of cereals. Here the authors show that F. graminearum secretes an effector, Osp24, that induces degradation of the wheat TaSnRK1α kinase to promote disease while an orphan wheat protein, TaFROG1, can compete with Osp24 for binding to TaSnRK1α and protect it from degradation
Introduction
Comparative genome studies have revealed that fungal pathogens have a cadre of orphan genes that are restricted to a single species or narrow clade. Although the vast majority of them are of unknown functions, these taxonomically restricted orphan genes are thought to play important roles in lineage-specific adaptations1–3. Plant pathogenic fungi may evolve novel orphan genes to facilitate their infection or enhance virulence. Fungal effectors are good examples of orphan genes that have evolved for plant infection as many of them lack homologs in closely related species. To date, effectors of various molecular mechanisms have been identified and characterized in different fungi4,5. Most of them are small secreted proteins that are cysteine-rich but lack a common structural motif. In Magnaporthe oryzae, a model fungal pathogen, whereas apoplastic effectors are usually secreted via the conventional endoplasmic reticulum to Golgi route and accumulated in the apoplast, some cytoplasmic effectors are able to be secreted through the biotrophic interfacial complex (BIC) and translocated into plant cells4,6. The targets of fungal effectors also vary significantly in their functions, including transcription factors, protein kinases, and proteins or compounds that are involved in plant defense, signaling, and metabolic pathways7–10. For example, the Tin2 and Cmu1 effectors of Ustilago maydis target the ZmTTK1 kinase for affecting cell wall lignification and chorismate for affecting the metabolic status of infected plant cell, respectively11–13.
Fusarium graminearum is a causal agent of Fusarium head blight (FHB), which is one of the most important diseases of wheat and barley worldwide. It develops compound appressoria and infection cushions for plant penetration14. After penetration, invasive hyphae grow inter-cellularity and intra-cellularly in infected plant tissues and develop bulbous, irregular invasive hyphae that are morphologically distinct from epiphytic hyphae15,16. Infectious growth then spreads from the initial infection site to neighboring spikelets on the same wheat heads via the rachis, resulting in the blight of entire wheat heads. In the past decade, many genes important for different infection processes have been identified in F. graminearum17–20, including the putative FGL1 and FgNahG effector genes. FGL1 encodes a secreted lipase that can release free fatty acids to inhibit innate immunity-related callose formation during wheat head infection21. FgNahG is predicted to encode a secreted salicylate hydroxylase that can covert salicylic acid (SA) to catechol. The FgnahG deletion mutant was reduced in virulence and expression of FgNahG in Arabidopsis reduced its resistance against F. graminearum22. Recently, a non-ribosomal octapeptide, fusaoctaxin A, was identified as a virulence factor that is required by F. graminearum for cell-to-cell invasion in wheat coleoptiles23.
Besides causing severe yield losses, F. graminearum is a producer of the trichothecene mycotoxin deoxynivalenol (DON)24,25. As an inhibitor of eukaryotic protein synthesis, DON is also phytotoxic and an important virulence factor. The TRI5 gene, which is essential for DON biosynthesis, is expressed in infection cushions during early stages of infection14. The tri5 deletion mutant is defective in spreading from the infected florets to other spikelets on the same head via the rachis26 and transgenic plants expressing a UDP-glucotransferase gene that glycosylates DON are increased in resistance against FHB27. Overexpression of TaFROG that encodes a Pooideae-specific orphan protein induced by DON treatment also increased resistance against F. graminearum28. In wheat, TaFROG interacts with the TaSnRK1α protein kinase28 and a NAC transcription factor29. Although germplasm with complete resistance or immunity to F. graminearum is lacking, more than 50 quantitative trait loci (QTLs) conferring various degrees of FHB resistance have been identified in wheat. To date, only Fhb1, a QTL that confers resistance to pathogen spread but not the initial infection, has been characterized at the molecular level. The candidate Fhb1 genes that have been reported include TaPFT encoding a pore-forming toxin-like protein30 and TaHRC-R or HisR encoding a histidine-rich calcium-binding protein31,32. However, the underlying mechanism of these candidate Fhb1 genes for FHB resistance remains to be characterized.
The F. graminearum genome is predicted to encode hundreds of orphan genes33 but their roles in the pathogenic interaction and co-evolution of F. graminearum with its host plants remain to be characterized. Because small secretory proteins may function as effectors to interfere with plant immunity during infection34–36 and no cytoplasmic effectors have been identified in F. graminearum, in this study we systematically characterized all the 50 genes encoding orphan secretory proteins (OSPs) and identified OSP24 as an effector that is specifically expressed during plant infection and important for infectious growth in the rachis tissues of infected wheat heads. Transient expression of Osp24 in plant cells suppressed BAX-induced or INF1-induced program cell death. Furthermore, we identified the SNF1-related kinase TaSnRK1α as an Osp24-interacting protein and showed that TaSnRK1α is important for resistance against F. graminearum by RNA silencing or over-expression in transgenic plants. Osp24 may promote the degradation of TaSnRK1α through the ubiquitin-26S proteasome system37. TaFROG competed against Osp24 for binding to the same region of TaSnRK1α. Overexpression of TaFROG in wheat stabilized TaSnRK1α and increased resistance against F. graminearum. Overall, results from this study showed that the OSP Osp24 in F. graminearum functions as a cytoplasmic effector targeting TaSnRK1α for degradation but the wheat orphan protein TaFROG competes with Osp24 for binding with TaSnRK1α and prevents its degradation, indicating the evolving and active adoption of orphan proteins in the arms race between the pathogen and its host.
Results
Identification and characterization of OSP genes in F. graminearum
Among all the predicted protein-coding genes in the F. graminearum genome, 971 of them (~7.3%) were identified as orphan genes using the bioinformatics analyses described in the “Methods” section. On average, these orphan genes encode smaller proteins than genes conserved in other species (Fig. 1a) and tend to be less transcribed or transcribed at lower levels (Fig. 1b) based on published RNA-seq data20,30. Fifty of them were predicted to encode proteins with signal peptides (SPs) and named OSP genes in this study. For a number of these OSPs, the mature peptides have fewer than 100 amino acid (aa) residues and are cysteine-rich (Fig. 1c), which is similar to the general characteristics of fungal effector proteins4,5.
To determine their functions, gene replacement mutants were generated for the 50 OSP genes by the split-marker approach in the wild-type strain PH-1 (Supplementary Table 1, Supplementary Fig. 1). All the resulting mutants were normal in vegetative growth, conidiation, and sexual reproduction (Fig. 1d; Supplementary Table 2). In wheat head infection assays, most of the mutants were normal in virulence (Supplementary Table 2). However, mutants deleted of three individual OSP genes, OSP24 (FGSG_11564), OSP25 (FGSG_11647), and OSP44 (FGSG_13464), were significantly reduced in virulence in repeated infection assays with wheat heads of cultivar Xiaoyan 22 (Fig. 1e). On average, the disease index of the osp24, osp25, and osp44 deletion mutants was reduced 51%, 37%, and 36%, respectively, in comparison with that of PH-1 (Fig. 1f). The osp24, osp25, and osp44 mutants also were reduced in virulence in infection assays with wheat cultivar Zhoumai 3638 (Supplementary Fig. 2), indicating that the role of OSP24 in plant infection is not cultivar-specific. When assayed with the inoculated spikelets sampled at 14 dpi, DON production was normal in these three mutants (Fig. 1g). The osp24 mutant that had the lowest virulence was selected to assay for TRI5 gene expression. In the inoculated spikelets, the transcription level of TRI5 also was similar between the wild type and osp24 mutant (Supplementary Fig. 3). Interestingly, the OSP24, OSP25, and OSP44 genes all are located in the sub-telomeric regions (Fig. 1h), which may facilitate their rapid evolution39. Moreover, they were all specifically expressed or significantly up-regulated in infected wheat heads (Fig. 1i; Supplementary Table 3). These results indicate that the secreted Osp24, Osp25, and Osp44 proteins are important for the full virulence of F. graminearum, possibly by functioning as effectors during plant infection.
The osp24 mutant is defective in infectious growth in the rachis tissues
Because the osp24 deletion mutant was most significantly reduced in virulence, we selected it for further characterization. In infection assays with corn silks, tomatoes and Arabidopsis floral tissues, the osp24 mutant was normal in virulence (Supplementary Fig. 4), suggesting a host-specific role of Osp24 during plant infection. To further characterize its function during wheat infection, the osp24 mutant was assayed for the formation of infection cushions and growth of invasive hyphae. When examined by scanning electron microscopy (SEM), abundant infection cushions were observed on wheat lemma inoculated with the osp24 mutant at 2 days post-inoculation (dpi). In comparison with the wild type, the osp24 mutant had no obvious defects in infection cushion formation (Fig. 2a). Deletion of OSP24 also had no obvious effects on the initial plant penetration and development of invasive hyphae in lemma tissues at 2 dpi (Supplementary Fig. 5). However, extensive hyphal growth to the wild-type level was not observed in the rachis tissues of osp24-infected wheat heads at 5 dpi (Fig. 2b). When assayed by qPCR with genomic DNA isolated from infected wheat heads at 5 dpi, fungal biomass was significantly reduced in wheat heads inoculated with the osp24 mutant in comparison with those inoculated with PH-1 (Fig. 2c). These results indicate that OSP24 plays an important role in infectious growth and spreading in the wheat rachis tissues.
The SP of Osp24 is required for its secretion and function
The SP-SUC2 construct was generated by cloning the 22-aa SP of Osp24 (Fig. 2d) into the vector pSUC240 and transformed into the yeast suc2 mutant41. The resulting SP-SUC2 transformants were able to grow on YPRAA agar and had secreted invertase activity (Fig. 2e), indicating that the SP of Osp24 is functional in yeast.
To test its function in F. graminearum, we then generated the OSP24 and OSP24ΔSP constructs42,43 and transformed them into the osp24 mutant. The resulting osp24/OSP24 transformants were normal in virulence. However, the osp24/OSP24ΔSP transformants were similar to the osp24 mutant in virulence on wheat heads (Fig. 2f), indicating that the SP is essential for the complementation of osp24 mutant by ectopic expression of OSP24. Therefore, the secretion of Osp24 is important for its function during plant infection.
Osp24 is a cytoplasmic effector that is translocated into plant cells
To determine whether Osp24 is delivered into plant cells, we generated the POSP24-OSP24-mCherry-NLS construct with the NLS from SV40 T-Antigen and transformed it into PH-1. In wheat seedlings infected with transformants expressing the Osp24-mCherry-NLS construct, mCherry signals were observed in the nucleus in coleoptile cells at the inoculation sites (Fig. 2g), suggesting that Osp24 is a cytoplasmic effector that is translocated into plant cells.
The C94 and C105 cysteine residues are important for the function of Osp24
Similar to many other fungal effectors, Osp24 is a cysteine-rich protein with eight cysteine (C) residues (Fig. 2d). To determine their roles in Osp24 function, constructs of OSP24 with individual Cs changed to alanine (A) were generated and transformed into the osp24 mutant. Whereas mutations of six other cysteine residues had no effect on virulence, the osp24/OSP24C94A and osp24/OSP24C105A transformants, similar to the osp24 mutant, were defective in wheat head infection (Fig. 2h), indicating that C94 and C105 are essential for the function of Osp24 proteins during pathogenesis.
When analyzed for the formation of intra-molecular disulfide bonds with the EDBCP tool44, the disulfide bridge between C94 and C105 was predicted with the highest probability (Probability = 0.89774). To characterize their functions, we expressed and purified Osp24-, Osp24C94A-, and Osp24C105A-GST fusion proteins. Equal amounts of these recombinant proteins were co-incubated with total proteins isolated from wheat heads inoculated with PH-1 sampled at 3 dpi and assayed for their degradation by western blot analyses. In comparison with Osp24-GST proteins that were degraded gradually over time, the degradation of Osp24C94A and Osp24C105A GST fusion proteins occurred much more rapidly (Fig. 2i), indicating that Osp24 proteins may be less stable when C94 or C105 is changed to A. Therefore, the intra-molecular disulfide bond between C94 and C105 may be important for the folding and stability of Osp24 proteins.
When tested by yeast two-hybrid assays, the Osp24 protein was found to interact with itself (Fig. 2j), suggesting that Osp24 may form homodimers. To determine their roles in the formation of homodimers, we also generated the bait constructs of Osp24 carrying the C94A or C105A mutation. Similar to the Osp24–Osp24 interaction, Osp24 interacted with both Osp24C94A and Osp24C105A in yeast two-hybrid assays (Fig. 2j), indicating that the C-to-A mutation at C94 or C105 had no obvious effect on its intermolecular interaction. Therefore, C94 and C105 are likely only important for the formation of intramolecular disulfide bonds.
Osp24 suppresses cell death and the expression of metabolism-related genes
To characterize its role as an effector to suppress host immunity, we first assayed the effect of Osp24 on programmed cell death (PCD) in Nicotiana benthamiana induced by BAX, a mouse proapoptotic protein45. The PCaMV 35S-Osp24ΔSP construct was generated and transformed into Agrobacterium tumefaciens. In N. benthamiana leaves infiltrated with Agrobacterium expressing Osp24ΔSP alone, no cell death was observed. Under the same conditions, PCD was observed on leaves infiltrated with cells expressing BAX. However, on leaves infiltrated with A. tumefaciens expressing Osp24ΔSP 18 h before infiltration with cells expressing BAX, cell death was not observed when Osp24ΔSP and BAX proteins were co-expressed (Fig. 2k, Supplementary Fig. 6), indicating suppression of BAX-induced cell death by Osp24. We also tested the effects of Osp24 on PCD triggered by INF1, a pathogen-associated molecular pattern (PAMP) from Phytophthora infestans46. In infiltration assays with N. benthamiana leaves, INF1-induced cell death also was suppressed by Osp24 (Fig. 2k).
To identify genes suppressed or induced by Osp24 during plant infection, we conducted RNA-seq analysis with infected wheat heads that were collected at 3 dpi. A total of 478 differentially expressed genes (DEGs) with at least two-fold changes were identified in wheat infected with the wild type and osp24 mutant. Among them, 296 DEGs were up-regulated in wheat inoculated with the osp24 mutant, suggesting that their expression may be suppressed by Osp24 during F. graminearum infection. FunCat-enrichment analysis showed that up-regulated DEGs were significantly enriched for genes functionally related to metabolism, information pathway, and perception and response to stimuli (Supplementary Fig. 7). Gene Ontology (GO)-enrichment analysis revealed that many GO categories associated with metabolism were significantly enriched, including oxidation–reduction, glycolytic, glycine catabolic, malate metabolic, peroxisome fission, chlorophyll biosynthetic, fructose 2,6-bisphosphate metabolic, fructose metabolic, l-serine metabolic, photosynthesis, and ATP synthesis coupled proton transport processes (Supplementary Data 1). Interestingly, 17 (~7%) of the up-regulated DEGs in osp24-infected wheat heads encode putative NBS-LRR proteins that are known to be involved in plant immunity against microbial pathogens47. Putative NBS-LRR genes were absent in the down-regulated DEGs. It is possible that some of these NBS-LRR genes with up-regulated expression in osp24-infected wheat heads may contribute to defense responses against F. graminearum infection.
In comparison with the wild type, only 54 and 83 fungal genes were up-regulated and down-regulated, respectively, in the osp24 mutant during wheat infection. Because none of them are related to known virulence factors or putative effector genes (Supplementary Data 2), their altered expression levels may not contribute significantly to the defect of the osp24 mutant in virulence.
Osp24 interacts with wheat TaSnRK1α
To further characterize its function during plant infection, we generated an Osp24 bait construct and screened a yeast two-hybrid library constructed with RNA isolated from infected wheat heads collected at 3 dpi. After screening over five coverage of this library, 16 putative Osp24-interacting clones (OICs) were identified (Supplementary Table 4). Sequencing analysis showed that five clones were the SNF1-related protein kinase gene TaSnRK1α28 that is highly similar to Arabidopsis SnRK1. In Arabidopsis, SnRK1 is a central integrator of stress and energy signaling that regulates plant metabolism, growth, and immunity48,49.
The wheat genome has three TaSnRK1α homoelogues (A, B, and D) that share the same AA sequence and have only 12–14 nucleotide differences in the coding regions50. Because all the five TnSnRK1α clones identified in the original yeast two-hybrid library screen were TaSnRK1α-A, we used TnSnRK1α-A for all the experiments related to TaSnRK1α unless otherwise stated. We then generated the full-length TaSnRK1α prey construct and confirmed its interaction with Osp24 in yeast two-hybrid assays (Fig. 3a). To verify their interaction in plant cells, the Osp24-nYFP and TaSnRK1α-cYFP fusion constructs were generated and co-expressed in N. benthamiana leaves by Agrobacterium infiltration. In epidermal cells of infiltrated tobacco leaves, YFP signals were observed in the nucleus but not in the cytoplasm (Fig. 3b), indicating the expression of Osp24-nYFP and TaSnRK1α-cYFP and their interaction in the nucleus of plant cells. We further verified the interaction between Osp24 and TaSnRK1α by in vitro pull-down assays. Recombinant Osp24-GST and TaSnRK1α-HIS proteins were purified from Escherichia coli and co-incubated with glutathione resins. In western blots of proteins eluted from glutathione resins, the TaSnRK1α-HIS band was detected (Fig. 3c), indicating its interaction with Osp24-GST in vitro.
To determine the region required for its association with TaSnRK1α, three different fragments of Osp24 (Fig. 3d) were amplified and tested in yeast two-hybrid assays. Deletion of the C-terminal region (aa 99–135) of Osp24 eliminated its interaction with TaSnRK1α (Fig. 3d). However, deletion of the N-terminal (aa 1–60) or middle (aa 61–98) region had no obvious effect on the Osp24–TaSnRK1α interaction (Fig. 3d). Therefore, the C-terminal region of Osp24 is involved in its interaction with TaSnRK1α. In Agrobacterium infiltration assays, expression of Ops24 with a truncated C-terminal region failed to suppress BAX-induced or INF1-induced cell death in N. benthamiana (Supplementary Fig. 8). These results indicate that the C-terminal region of Osp24 is related to its function in PCD suppression, likely by interacting with SnRK1.
TaSnRK1α contributes to resistance against F. graminearum
To determine its function in resistance against F. graminearum, we first generated a TaSnRK1α RNAi construct and transformed it into wheat cultivar KN19951, which is a cultivar amenable to efficient transformation but more tolerant to FHB than cultivar Xiaoyan 22. In transgenic lines, the expression level of TaSnRK1α was reduced approximately two-fold based on qRT-PCR assays (Supplementary Fig. 9a). In wheat head infection assays, transgenic lines with reduced TaSnRK1α expression displayed more severe FHB symptoms than cultivar KN199 when inoculated with the wild-type strain PH-1 (Fig. 3e). The disease index of PH-1 was increased in lines expressing the TaSnRK1α RNAi construct in comparison with KN199 (Fig. 3f).
We also generated transgenic lines with the TaSnRK1α gene under the control of the CaMV 35S promoter52. Increased expression of TaSnRK1α (over 3-fold) was detected in five transgenic lines (Supplementary Fig. 9b). In wheat head infection assays, transgenic plants overexpressing TaSnRK1α were increased in resistance to F. graminearum (Fig. 3e). The disease index of PH-1 on TaSnRK1α overexpressing plants was decreased ~40% compared to that on KN199 (Fig. 3f).
Overexpression of TaSnRK1α also significantly reduced infectious growth and only limited invasive hyphae were observed in the rachis tissues of transgenic wheat plants overexpressing TaSnRK1α (Fig. 3g). When assayed by qPCR, less fungal biomass was detected in infected wheat heads in transgenic lines overexpressing TaSnRK1α than in KN199 (Fig. 3h). In contrast, more abundant infectious hyphae were observed in the rachis tissues (Fig. 3g), and more fungal biomass was detected by qPCR (Fig. 3h) in wheat heads of transgenic plants expressing the TaSnRK1α RNAi construct than in the control KN199 plants. Nevertheless, DON production in the diseased spikelets inoculated with PH-1 was similar between KN199 and TaSnRK1α RNAi plants (Supplementary Fig. 10). These results indicate that overexpression of TaSnRK1α in wheat plants increased the resistance against F. graminearum and silencing of TaSnRK1α had the opposite effect.
Osp24 accelerates TaSnRK1α degradation during infection
To assay the effect of Osp24 on TaSnRK1α proteins in a cell-free degradation assay, equal amounts of TaSnRK1α-HIS recombinant proteins were mixed and co-incubated with total proteins isolated from wheat heads of cultivar Xiaoyan 22 inoculated with the wild-type strain PH-1 or osp24 mutant (sampled at 3 dpi). In the presence of ATP, TaSnRK1α was degraded over time (45–90 min) in both co-incubation mixtures (Fig. 4a). However, the rate of TaSnRK1 degradation was reduced in co-incubation mixtures with proteins from osp24-infected wheat heads in comparison with those with proteins from PH-1-infected samples (Fig. 4a). These results suggest that Osp24 may accelerate TaSnRK1α degradation during infection. Under the same conditions, TaSnRK1α degradation was not observed in the co-incubation mixture of TaSnRK1α-HIS and Osp24-GST without proteins from infected wheat heads (Fig. 4b). However, the degradation of TaSnRK1α-HIS was observed in its co-incubation mixture with Osp24-GST and protein extracts from non-inoculated wheat heads (Fig. 4c), indicating that Osp24-stimulated degradation of TaSnRK1α is dependent on some components of wheat head protein extracts.
We also assayed the transcription level of TaSnRK1α during F. graminearum infection. TaSnRK1α transcription was not up-regulated in infected wheat heads in comparison with non-inoculated samples (Supplementary Fig. 11a). Furthermore, wheat plants inoculated with PH-1 or the osp24 mutant had no obvious difference in the abundance of TaSnRK1α transcripts (Supplementary Fig. 11b). These results indicate that Osp24 does not affect the transcription of TaSnRK1α but may stimulate its degradation in infected wheat heads.
Osp24 facilitates the interaction of TaSnRK1α with the ubiquitin-26S proteasome system
In Arabidopsis, SnRK1 interacts with both the SCF ubiquitin ligase complex and 26S proteasome53. Osp24 may promote the degradation of TaSnRK1α through the ubiquitin-26S proteasome pathway54 during fungal infection. To test this hypothesis, we first assayed the effect of proteasomal inhibitor MG132 on TaSnRK1α degradation. Even in the presence of Osp24, the degradation of TaSnRK1α in co-mixtures with proteins isolated from infected wheat heads was suppressed by MG132 (Fig. 4d), indicating the involvement of the 26S proteasome.
We then investigated the effects of Osp24 on the interaction between TaSnRK1α and the ubiquitin-26S proteasome by in vitro pull-down assays. TaSnRK1α-HIS proteins were co-incubated with total proteins isolated from wheat heads in the presence or absence of Osp24-GST for 30 min before mixing with anti-HIS beads. Proteins bound to anti-HIS beads were then eluted and assayed for the presence of SCF ubiquitin ligase complex and 26S proteasome with the anti-RBX1 and anti-20S proteasome antibodies37, respectively. With or without the addition of Osp24-GST, both SCF ubiquitin ligase complex and 26S proteasome were detected in proteins co-immunoprecipitated with TaSnRK1α-HIS (Fig. 4e). However, the presence of Osp24 increased the amount of these proteins co-purified with TaSnRK1α-HIS (Fig. 4e). These results indicate that Osp24 may accelerate TaSnRK1α degradation by enhancing its association with the ubiquitin-26S proteasome system.
The wheat orphan protein TaFROG competes with Osp24 in binding with TaSnRK1α
TaSnRK1α is known to interact with a wheat orphan protein TaFROG, which is induced by DON28. In yeast two-hybrid assays, the C-terminal region of TaSnRK1α (267–499 aa) was found to interact with both Osp24 and TaFROG (Fig. 4f). In contrast, the N-terminal region of TaSnRK1α (1–266 aa) was dispensable for its interaction with Osp24 or TaFROG. The direct interaction between Osp24 and TaFROG was not detected in yeast two-hybrid assays (Supplementary Fig. 12).
Because both Osp24 and TaFROG interacted with the same region of TaSnRK1α, it is possible that they may compete with each other for interacting with TaSnRK1α. To test this hypothesis, TaSnRK1α-HIS, Osp24-GST, and TaFROG-S-tag fusion proteins were purified and used in in vitro pull-down assays. When equal amounts of TaSnRK1α-HIS and Osp24-GST proteins were co-incubated and mixed with anti-HIS beads, abundant TaSnRK1α proteins were detected in proteins co-purified with Osp24-GST. With the addition of increasing concentrations of TaFROG proteins to the TaSnRK1α–Osp24 protein mixtures, the amount of TaSnRK1α proteins co-purified with Osp24-GST was gradually reduced in a concentration-dependent manner (Fig. 4g), indicating the competition between TaFROG and Osp24 in binding with TaSnRK1α.
Overexpressing TaFROG enhances FHB resistance by stabilizing TaSnRK1α
To determine the role of TaFROG in regulating TaSnRK1α stability during F. graminearum infection, we generated transgenic wheat plants in which the TaFROG gene was overexpressed with the CaMV 35S promoter. When assayed by qRT-PCR, the expression level of TaFROG was increased over 100-fold in five transgenic lines (Supplementary Fig. 13). In wheat head infection assays, fewer spikelets developed FHB symptoms in the TaFROG overexpression transgenic lines than the control KN199 plants (Fig. 4h, i), indicating an increase in resistance against F. graminearum by TaFROG overexpression, which is consistent with an earlier report28. We then conducted cell-free degradation assays with equal amounts of TaSnRK1α-HIS recombinant proteins co-incubated with total proteins isolated from wheats heads of control KN199 and TaFROG overexpression plants infected with PH-1. Although TaSnRK1α degradation was observed in all the reaction mixtures, the degradation rate was significantly reduced in co-incubation mixtures with proteins isolated from transgenic lines overexpressing TaFROG in comparison with those from KN199 plants (Fig. 4j), confirming that overexpression of TaFROG increases the stability of TaSnRK1α. In the same degradation assays, the rate of TaSnRK1α degradation was similar in co-incubation mixtures with proteins isolated from wheat heads infected with PH-1 or the osp24 mutant (Supplementary Fig. 14). Therefore, overexpression of TaFROG may enable its effective protection of TaSnRK1α against Osp24 binding and degradation.
TaFROG may compete with Osp24 in binding with TaSnRK1α and reduce its degradation via the ubiquitin-26S proteasome system. To test this hypothesis, TaSnRK1α-HIS proteins were mixed with total proteins isolated from wheat heads infected with PH-1 and anti-HIS beads. Western blots of proteins eluted from anti-HIS beads were then detected with the anti-RBX1 and anti-20s proteasome antibodies. The density of both SCF ubiquitin ligase complex and 26S proteasome bands was weaker in samples with proteins isolated from transgenic plants overexpressing TaFROG than those with proteins from KN199 (Fig. 4k). These results indicate that overexpression of TaFROG may reduce the interaction of TaSnRK1α with the ubiquitin-26S proteasome system in these transgenic plants, possibly by competing with Osp24.
Discussion
Like many other plant pathogenic fungi, F. graminearum may use secreted proteins or effectors to suppress plant defense responses and its genome contains hundreds of orphan genes that are specifically expressed or highly up-regulated during plant infection. In this study, a total of 50 secretory proteins unique to F. graminearum were identified and functionally characterized. Among them, OSP24, OSP25, and OSP44, were found to be important for virulence. They all have typical features of fungal effectors4,5 and are in the fast-evolving telomeric regions55. The location of these three putative effector genes in the telomeric regions may allow the rapid gain and loss or translocation to supernumerary chromosomes as effector reservoirs39,56 although supernumerary chromosomes have not been reported in the few sequenced F. graminearum strains.
OSP24 was selected for further characterization because the osp24 deletion mutant had the most significant reduction in virulence. Although dispensable for vegetative growth, reproduction, and initial penetration, OSP24 is important for infectious growth in the rachis tissues in infected wheat heads. Osp24 lacks any conserved domain but is a cysteine-rich protein. Two of the eight cysteine residues, C94 and C105, were found to be important for the function of Osp24 in plant infection. In Sclerotinia sclerotiorum, two cysteine residues of effector SsSSVP1 are essential for the formation of a homo-dimer and its interaction with the host target57. Although Osp24 may form homo dimers, C94 and C105 were dispensable for the Osp24–Osp24 interaction in yeast two-hybrid assays. In fact, these two cysteine residues were predicted to form an intra-molecular disulfide bond. In Stagonospora nodorum, cysteine residues of effector SnTox1 may form multiple disulfide bonds to resist degradation58. In F. graminearum, the formation of a disulfide bond between C94 and C105 may be important for the proper folding and stability of Osp24 in infected wheat tissues.
Osp24 is a cytoplasmic effector that is translocated into plant cells during infection. In M. oryzae, a number of cytoplasmic effectors are accumulated in the BIC before being delivered into plant cells34. It is possible that Osp24 is translocated into wheat cells through BIC-like structures that may be formed by F. graminearum. Osp24 strongly interacted with TaSnRK1α in yeast two-hybrid assays and their interactions were confirmed by BiFC and in vitro pull-down assays. The highly conserved SnRK1 kinases function as metabolic regulators of energy homeostasis and are important for development and stress responses in plants48,59. SnRK1 kinases also are involved in regulating plant immunity and known to be targeted by viral and bacterial effector proteins60–63. Although SnRK1 is likely a conserved target for fungal pathogens, interactions between fungal secretory proteins and plant SnRK1 kinases have not been reported. In rice, the expression of OsSnRK1α was reported to be associated with disease resistance against M. oryzae, Cochliobolus miyabeanus, and Rhizoctonia solani64,65 but its exact role in disease resistance has not yet been characterized. In wheat, the kinase activity of TaSnRK1α was increased in the presence of DON produced by F. graminearum50. In this study, we showed that overexpression of TaSnRK1α in wheat increased resistance against F. graminearum but transgenic plants expressing the SnRK1 silencing construct were more susceptible. It is likely that TaSnRK1α plays an important role in regulating resistance responses to F. graminearum and is a target of effector protein Osp24 secreted by the pathogen during infection.
The interaction of Osp24 with TaSnRK1α likely results in its degradation in infected wheat heads because the degradation of TaSnRK1α was accelerated in the presence of Osp24 in cell-free degradation assays. In Arabidopsis, the degradation of SnRK1 kinases is commonly associated with sumoylation and ubiquitylation66. The association of SnRK1 kinases with SCF ubiquitin ligases complex and components of the 26S proteasome also have been well documented53. In this study, we showed that treatments with MG132, an inhibitor of the 26S proteasome67, reduced Osp24-mediated TaSnRK1α degradation. Furthermore, we showed that Osp24 increased the association of TaSnRK1α with the SCF ubiquitin ligase complex and 26S proteasome, indicating that the stimulation of TaSnRK1α degradation by Osp24 likely occurs through the ubiquitination-26S proteasomal pathway67. Fungal effectors are known to target the ubiquitin-proteasome pathway in other pathosystems. Whereas effectors Pit2 of U. maydis and Avr2 of Cladosporium fulvum inhibit host proteases that are required for basal defense68,69, AvrPiz-t of M. oryzae suppresses the RING E3 ubiquitin ligase APIP6 in plant cells70. Our results suggest that Osp24 is secreted by F. graminearum as an effector interacting with TaSnRK1α to stimulate its ubiquitination and proteasomal degradation, which in turn negatively impacts resistance responses to fungal infection in wheat plants.
Transient expression of Osp24 but not Osp24 truncated of its C-terminal region suppressed BAX-induced or INF1-induced cell death in N. benthamiana. Because the C-terminal region of Osp24 mediates its interaction with TaSnRK1α, it is possible that Osp24 suppresses PCD by targeting N. benthamiana SnRK1. The role of SnRK1 in PCD suppression was also reported in Pepper. Silencing of the pepper SnRK1 transcript resulted in a significant reduction of hypersensitive response (HR) that is elicited by protein AvrBs1 from Xanthomonas campestris pv. vesicatoria (Xcv)62. The YopJ effector homolog AvrBsT from Xcv targeted SnRK1 to suppress AvrBs1-induced plant immunity62.
In F. graminearum, DON is not essential for the initial infection but plays a critical role in the spreading of infectious growth via the rachis in infected wheat heads. However, DON is not important for infecting Arabidopsis floral tissues71, likely because infectious growth can spread by hyphae grown on the surface of floral tissues. Interestingly, the expression of TaFROG that encodes a Pooideae-specific orphan protein was induced by DON treatment. TaFROG interacts with TaSnRK1α, and overexpression of TaFROG increased resistance against F. graminearum28. In this study, we showed that Osp24 and TaFROG interacted with the same region of TaSnRK1α. Furthermore, we showed that their binding with TaSnRK1α was competitive and the binding of TaFROG with TaSnRK1α increased its stability (Fig. 5). It is likely that TaFROG functions in defense against F. graminearum by protecting TaSnRK1α against Osp24-mediated degradation. A recent report showed that TaFROG also interacts with TaNACL-D1, a Poaceae-divergent NAC transcription factor with its NAC C‐terminal region specific to the Triticeae, to enhance FHB resistance independent of its interaction with TaSnRK1α29. It is possible that Osp24 also interacts with TaNACL-D1 to suppress defense against FHB. Osp24 and TaFROG are orphan proteins in the pathogens and hosts, respectively, and each may be subjected to co-evolution during fungal–plant interactions. To our knowledge, the active adoption of competing orphan proteins in both fungal pathogen and plant hosts has not been reported in other pathosystems. Expressing engineered TaFROG alleles with stronger interactions with TaSnRK1α or using the host-induced gene silencing (HIGS) approach to silence OSP24 may improve resistance against F. graminearum without yield penalties because they encode orphan proteins specifically expressed during infection.
Methods
Identification of OSPs in F. graminearum
The genome and predicted protein sequences of F. graminearum, F. verticillioides, and F. oxysporum, were downloaded from the Broad Institute website (ftp://ftp.broadinstitute.org/pub/annotation/fungi/fusarium/). To identify unique genes, protein sequences of F. graminearum were first used as the queries to search against the predicted proteomes of F. verticillioides and F. oxysporum by BLASTp. Sequences of the F. graminearum proteins also were used to search against the genome sequences of F. verticillioides and F. oxysporum by tBLASTn for possible genes that might not be predicted by automated annotation. (This study was initiated in 2010 when only the genome sequences of F. verticillioides and F. oxysporum were publicly available as the most closely related species of F. graminearum.) All protein sequences of F. graminearum without homologs in these searches (E value cutoff of 1e−5) were extracted and then used as queries to search against NCBI number database (excluding F. graminearum sequences) by BLASTp. The proteins without detectable homologs in these searches (E value cut off of 1e−5) were considered as orphan proteins of F. graminearum. Some of them are not unique to F. graminearum because they have homologs in the genome sequences of other Fusarium species that late became available in the public domain. Therefore, these sequences were described as orphan genes in F. graminearum and its close-related species. These predicted orphan proteins were further analyzed with SignalP 3.0 (http://www.cbs.dtu.dk/services/SignalP-3.0/) to identify secretory proteins.
Culture conditions and fungal transformation
The wild-type F. graminearum strain PH-133 and deletion mutants of OSP genes were routinely cultured on potato dextrose agar (PDA) plates at 25 °C. PDA cultures grown at 25 °C were used for measuring growth rate or colony morphology. Conidiation was assayed with 5-day-old liquid carboxymethyl cellulose (CMC) medium. For assaying defects in sexual reproduction, aerial hyphae of 5-day-old carrot agar cultures were pressed down with sterile 0.1% Tween 20 and then incubated at 25 °C under black light. Perithecium formation was examined 7 days after induction for sexual reproduction17,72.
Gene replacement constructs were generated with the split-marker approach and transformed into protoplasts of PH-117,20. For each OSP gene, at least two independent gene replacement mutants were identified. For complementation assays, the entire OSP24 gene with its native promoter was cloned into plasmid pFL2 by gap repair42,43 and transformed into the osp24 mutant. The osp24/OSP24 transformants were identified by PCR and assayed for phenotype complementation17. All the primers used in this study are described in Supplementary Data 3.
Infection assays with flowering wheat heads
Conidia were harvested from 5-day-old CMC cultures and re-suspended to 105 spores/ml in sterile distilled water (DDW). Flowering heads of 6-week-old wheat plants of cultivar Xiaoyan 2273, Zhoumai 3638, or KN199 were inoculated with 10 μl of conidium suspensions at the fifth spikelet from the base72,74. Inoculated wheat heads were capped with a plastic bag for 48 h to keep the moisture. Infected wheat heads were examined for diseased spikelets at 7 or 14 dpi to estimate the disease index (number of diseased spikeletsper head)75. Mean and standard deviation of the disease index were estimated with data from three independent replicates with at least 10 wheat heads examined in each replicate. DON production in the inoculated spikelets sampled at 14 dpi was assayed by GCMS-QP2010 system with AOC-20i autoinjector (Shimadzu Co. Japan). To assay infection cushion formation, infected lemmas were sampled at 2 dpi, fixed with 4% (vol/vol) glutaraldehyde, and coated with gold–palladium before examination with a JEOL 6360 scanning electron microscope (Jeol Ltd., Japan)14,20,76. For assaying infectious growth, infected rachis tissues were embedded in Spurr resin after fixation with 3% glutaraldehyde and dehydration in graded series of 30–100% of ethanol before being sectioned77. Thick sections were then prepared and stained with 0.5% (wt/vol) toluidine blue before examination with an Olympus BX-53 microscope. Differences between the wild-type and mutant strains in infection cushion formation and infectious growth were determined with results from at least three independent replicates. Corn silks inoculated with culture blocks (5 mm) of F. graminearum were examined for discoloration at 7 dpi78. For infection assays with tomatoes, each fruit was injected with 10 μl of conidium suspensions after surface sterilization. Inoculated tomatoes were examined for tissue maceration after incubation at 25 °C in dark for 7 days79. For infection assays with Arabidopsis, flowers were sprayed with conidium suspensions of F. graminearum (105 spores/ml). Inoculated plants were cultured in plastic propagators to keep the moisture and examined for necrosis in floral tissues at 7 dpi80.
RNA-seq analysis
The RNA-seq reads of wheat heads infected with PH-1 and osp24 mutant were mapped to the reference genome of PH-1 via hisat281. The expression level of each gene was counted with featureCounts82. DEGs were identified by edgeRun83. Functional Catalog (FunCat)84 and GO-enrichment analyses were performed with custom script (https://github.com/xulab-nwafu/funcat) and Blast2GO85, respectively.
Assays for the function of the SP of Osp24
The predicted SP (22 aa) of Osp24 (SP22) was cloned into the pSUC2 vector86 that carries the yeast SUC2 gene deleted of its SP sequence. The resulting SP22-SUC2 construct was transformed into the yeast suc2 mutant YTK1287 and assayed for growth on CMD-W (0.67% yeast nitrogen base without AAs, 0.075% tryptophan dropout supplement, 2% sucrose, 0.1% glucose, and 2% agar) and YPRAA medium plate (1% yeast extract, 2% peptone, 2% raffinose, and 2 μg/ml antimicyn A)88. Transformants of YTK12 carrying the empty pSUC vector or pSUC2-Avr1bSP89 were used as the negative and positive controls, respectively. The invertase enzymatic activity was detected by the reduction of 2,3,5-triphenyltetrazolium chloride (TTC) to insoluble red colored 1,3,5-triphenylformazan (TPF).
Assays for the suppression of BAX-induced or INF1-induced cell death by Osp24
PCaMV 35S-Osp24ΔSP was cloned into pGR106 and transformed into A. tumefaciens strain GV310190 expressing the BAX and INF1 constructs91. For infiltration assays with N. benthamiana leaves, A. tumefaciens cells were resuspended to OD600 of 0.8 in infiltration solution (10 mM MES, 10 mM MgCl2, and 150 μM acetosyringone)90. At 18 h after the initial infiltration of tobacco leaves with A. tumefaciens transformant carrying the PCaMV 35S-Osp24ΔSP construct, the same sites were infiltrated with cells carrying GFP, BAX, or INF1 constructs40. Plant cell death symptoms were examined 5 days after infiltration with cells expressing BAX or INF1. A. tumefaciens cells carrying the GFP vector40 were used as the negative control. Each infiltration experiment was repeated at least three times with a minimum of three leaves tested. The expression of BAX and Osp24 in N. benthamiana leaves were assayed by western blot analysis with the anti-BAX and anti-GFP antibodies.
Assays for the localization of Osp24 during plant infection
The Osp24-mCherry-NLS fusion construct under the control of its native promoter was generated by overlapping PCR with the NLS sequence from simian virus large T-antigen92 and transformed into the wild-type stain PH-1. Conidium suspensions (105 spores/ml) of the resulting transformants were used for infection assays with wheat seedlings15. Infectious hyphae and mCherry signals in plant tissues were examined at 2 dpi with a Nikon A1 microscope at excitation/emission wavelengths 543 nm/560–615 nm.
Yeast two-hybrid assays
For library construction, RNA was isolated from wheat heads of Xiaoyan 22 inoculated with PH-1 and sampled at 3 dpi. The yeast two-hybrid library of 6 million primary clones was constructed with vector pGADT7 (Takara Bio, Japan) by OEBiotech (Shanghai, China). For library screening, the Osp24ΔSP bait construct was generated with vector pGBKT7 (Takara Bio, Japan). Yeast colonies that grew on SD-Trp-Leu-His-Ade and had β-galactosidase activity were isolated as putative OICs. After sequencing with primer T7, wheat genes corresponding to the inserts in these clones were identified by Blast searches. To directly assay their interactions, full-length cDNAs or fragments of TaSnRK1α, Osp24, and TaFROG were amplified and cloned into pGADT7 or pGBKT7. The resulting bait and prey constructs of TaSnRK1α, Osp24, and TaFROG were transformed in pairs into yeast strain AH109. The Leu+ and Trp+ transformants were isolated and assayed for growth on SD-Trp-Leu-His medium and galactosidase activities in filter lift assays78.
BiFC assays for the TaSnRK1α–Osp24 interaction
The TaSnRK1α and Osp24ΔSP fragments were cloned into the BiFC vectors pSPYNE-35S and pSPYCE-35S93, respectively. The resulting Osp24-nYFP and TaSnRK1α-cYFP constructs were transformed into A. tumefaciens strain GV3101. Leaves of N. benthamiana were then infiltrated with Agrobacterium cells expressing Osp24-nYFP and/or TaSnRK1α-cYFP as described above91. Two-days after infiltration, fluorescence signals were examined with a Nikon A1 microscope. Nuclei were stained with 4,6-diamidino-2-phenylindole (DAPI).
In vitro pull-down assays
Osp24, TaSnRK1α, and TaFROG cDNA fragments were amplified and cloned into pGEX4T194 and pCold95 for purification of Osp24-GST, TaSnRK1α-His, and TaFROG-S recombinant proteins96. To assay their interactions, equal amounts of Osp24-GST and TaSnRK1α-HIS fusion proteins were incubated at 4 °C for 2 h and mixed with glutathione or Ni-NTA resins (GenScript, China) for affinity purification97,98. The presence of Osp24-GST and TaSnRK1α-HIS in proteins eluted from Ni-NTA resins was detected by western blot analysis with the anti-HIS (1:5000 dilution, CW0286, CoWin Bioscience Co., China) and anti-GST (1:5000 dilution, CW0084, CoWin Bioscience Co., China) antibodies. For assaying competition between Osp24 and TaFROG, equal amounts of Osp24-GST and TaSnRK1α-HIS fusion proteins were co-incubated with varying amounts of TaFROG-S-tag proteins (1×, 2×, and 4×) before mixing with Ni-NTA resins. To assay the interaction between TaSnRK1α and the ubiquitin-26S proteasome system, total proteins were isolated from wheat heads20,78 and co-incubated with TaSnRK1α-HIS for 30 min before mixing with Ni-NTA resins in the presence of 50 μM proteasome inhibitor MG13267. Western blots of proteins eluted from the Ni-NTA resins were detected with the anti-RBX1 (1:1000 dilution, ab133565, Abcam, UK) and anti-20s (1:1000 dilution, ab22674, Abcam, UK) antibodies for the presence of RBX1 protein and 20S proteasome37.
Cell-free protein degradation assays
Total proteins isolated from wheat heads20,78 and TaSnRK1α-HIS recombinant proteins were used for the cell-free protein degradation assays99,100. In brief, a final concentration of 10 mM ATP was added to the mixture of equal amounts of TaSnRK1α-HIS and crude protein extract isolated from infected wheat heads100. Detection with an anti-actin antibody (1:1000 dilution, BE0027, Easybio, China) is used as a loading control. To inhibit the 26S proteasome activity, a final concentration of 50 μM MG132 was added to the reaction mixtures67. The degradation reaction was stopped after incubation at 25 °C for 0, 45, and 90 min by boiling for 5 min in SDS sample buffer. Western blots of these reaction mixtures were detected for the remaining TaSnRK1α-HIS proteins with an anti-HIS antibody (1:5000 dilution, CW0286, CoWin Bioscience Co., China). Each experiment was repeated at least three times.
Generation of transgenic wheat plants
For overexpression, the full-length TaSnRK1α ORF was cloned into the pANIC-5E vector behind the 35S promoter101. For silencing, a 107-bp fragment of TaSnRK1α was amplified and cloned into vector pANIC-7E in both antisense and sense orientations by Gateway cloning101. The resulting constructs were transformed into immature embryos of wheat cultivar KN199 by particle bombardment32 at Genovo Bio (Tianjin, China). Transgenic plants resistant to BASTA were verified by PCR for carrying transforming constructs with DNA isolated from leaves of T0 plants. The expression level of TaSnRK1α was assayed by qRT-PCR with RNA isolated from wheat heads of selected T1 and T2 plants. Transgenic lines with over 2-fold increase or reduction of TaSnRK1α expression were selected for infection assays with F. graminearum as described above20. Similar approaches were used to generate TaFROG overexpression constructs and transgenic plants. To quantify fungal biomass in infected plant tissues, genomic DNA was extracted from infected wheat heads sampled at 5 dpi and used for qPCR assays with primers specific for the wheat GAPDH102 and F. graminearum CHS5 genes103. Results from three independent biological replicates were used to estimate the ratio of wheat and F. graminearum biomasses.
Reporting summary
Further information on research design is available in the Nature Research Reporting Summary linked to this article.
Supplementary information
Acknowledgements
We thank Zhe Tang, Ping Xiang, Jiangang Kang, Gang Niu, and Guoyun Zhang for technical supports, Drs. Xue Zhang and Guanghui Wang for fruitful discussions, and Dr. Larry Dunkle at Purdue University for critical reading of this manuscript. We also thank Drs. Zhensheng Kang and Xiaojie Wang at Northwest A&F University for providing plasmids used in this study. This work was supported by grants from National Natural Science Foundation of China (Nos. 31671981, 31601587, and 31701747), New Star of Youth Science and Technology of Shaanxi Province (2018KJXX-068), Tang Scholar and USWBSI.
Source data
Author contributions
C.J., J.-R.X., and H.Q.L. designed the experiments and wrote the paper. C.J., R.N.H., Y.Y., S.J.Z., Q.Z., W.W., M.Y., G.R.Z., and P.P.H. performed the experiments. C.J., H.Q.L., and Q.H.W. analyzed the data.
Data availability
Data supporting the major findings of this work are available within the paper and its Supplementary Information files. RNA-seq data were uploaded to the NCBI Sequence Read Archive under the accessions SRR12342821–SRR12342826. Any other supporting data is available from the corresponding authors upon request. Source data are provided with this paper.
Code availability
The custom script for FunCat enrichment analysis is available from GitHub (https://github.com/xulab-nwafu/funcat).
Competing interests
The authors declare no competing interests.
Footnotes
Peer review information Nature Communications thanks Frederik Börnke, Donald Gardiner, and the other, anonymous reviewer(s) for their contribution to the peer review of this work. Peer review reports are available
Publisher’s note Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
Contributor Information
Huiquan Liu, Email: liuhuiquan@nwsuaf.edu.cn.
Jin-Rong Xu, Email: jinrong@purdue.edu.
Supplementary information
Supplementary information is available for this paper at 10.1038/s41467-020-18240-y.
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Associated Data
This section collects any data citations, data availability statements, or supplementary materials included in this article.
Supplementary Materials
Data Availability Statement
Data supporting the major findings of this work are available within the paper and its Supplementary Information files. RNA-seq data were uploaded to the NCBI Sequence Read Archive under the accessions SRR12342821–SRR12342826. Any other supporting data is available from the corresponding authors upon request. Source data are provided with this paper.
The custom script for FunCat enrichment analysis is available from GitHub (https://github.com/xulab-nwafu/funcat).