Abstract
Epigenetic regulation, particularly RNA methylation, remains largely unexplored in plant-pathogenic fungi. This study investigates the role of 5-methylcytosine (m5C) RNA methylation during infection by Magnaporthe oryzae, the rice blast fungus, with an emphasis on its effects on autophagy. We identified Ncl1, an m5C RNA methyltransferase, as essential for fungal virulence and appressorium development. Using m5C RNA immunoprecipitation sequencing, we mapped the m5C landscape of the M. oryzae transcriptome, identifying 9014 hypomethylated peaks across 5678 genes in the Δncl1 mutant. RNA sequencing analysis revealed that 119 m5C-modified genes were upregulated and 199 were downregulated, indicating a key role for Ncl1 in regulating gene expression. Mechanistically, Ncl1-mediated m5C methylation stabilizes ATG5 and ATG16 mRNAs, which are essential for Atg8 lipidation, autophagosome formation, and full M. oryzae pathogenicity. Notably, Ncl1 protein stability is modulated by the Pmk1 signaling pathway through phosphorylation and Smt3-mediated SUMOylation. These findings reveal a complex interplay between epigenetic regulation and post-translational modifications in fungi. They highlight the central role of m5C RNA methylation in autophagy and pathogenicity in M. oryzae, enhance our understanding of fungal biology, and provide potential targets for antifungal strategies.
Key words: 5-methylcytosine, RNA methylation, Magnaporthe oryzae, appressorium formation, autophagy
This study reports that Ncl1-mediated m5C RNA methylation stabilizes ATG5 and ATG16 mRNAs in Magnaporthe oryzae, thereby promoting Atg8 lipidation and appressorial autophagy. Ncl1 protein stability is regulated by Pmk1-mediated phosphorylation and Smt3-dependent SUMOylation. This epigenetic regulatory axis is essential for fungal pathogenicity and provides a novel target for rice blast disease control.
Introduction
Post-transcriptional RNA modifications have emerged as a cornerstone of epigenetic regulation, with over 100 chemically distinct modifications identified to date, including N6-methyladenosine (m6A), N1-methyladenosine (m1A), and 5-methylcytosine (m5C) (Machnicka et al., 2013). Although the roles of m6A in mRNA metabolism and cellular homeostasis are well documented (Roundtree et al., 2017), m5C—first characterized in tRNAs and rRNAs (Schaefer et al., 2009)—was only recently detected in mRNAs, where it modulates gene expression and development (Squires et al., 2012; Edelheit et al., 2013; David et al., 2017). In human cells, the methyltransferase NSUN2 deposits m5C on mRNAs (Hussain et al., 2013), whereas the adaptor protein ALYREF recognizes this mark to facilitate mRNA export (Yang et al., 2017). Similarly, in plants, m5C deposition alters steady-state transcript levels and influences development (Cui et al., 2017). Strikingly, the distribution and functional significance of m5C in filamentous fungi, especially during host infection, remain almost entirely uncharacterized
Magnaporthe oryzae is a well-established model for dissecting the molecular basis of fungal–plant pathogenesis. A core infection strategy involves the formation and maturation of appressoria, specialized cells that generate the mechanical force required to breach the host surface (Veneault-Fourrey et al., 2006; Deng et al., 2009; Kershaw and Talbot, 2009). The development of these infection structures is tightly linked to autophagy, a conserved intracellular recycling pathway that reallocates nutrients and maintains cellular homeostasis during host colonization (Mizushima, 2007; Nakatogawa et al., 2009).
Autophagy is driven by a suite of autophagy-related (Atg) proteins. In yeast, 36 Atg proteins have been identified, 15 of which constitute the core machinery that directs autophagosomal membrane formation (Nakatogawa, 2013). Two ubiquitin-like conjugation systems are central to this process (Suzuki et al., 2007). In the first, Atg12 is activated by the E1-like enzyme Atg7, transferred to the E2-like enzyme Atg10, and covalently linked to Atg5. The resulting Atg12–Atg5 conjugate binds to Atg16, forming a higher-order complex that functions as an E3 ligase for the second ubiquitin-like reaction, the lipidation of Atg8 with phosphatidylethanolamine (PE) (Ichimura et al., 2000; Hanada et al., 2007; Hamasaki et al., 2013). Atg8–PE associates with the expanding autophagosomal membrane and is essential for its closure and subsequent fusion with the vacuole. Therefore, the Atg12–Atg5–Atg16 complex not only catalyzes Atg8 lipidation but also determines the subcellular site at which it occurs, ensuring accurate autophagosome biogenesis (Fujita et al., 2008).
In the present study, we profiled the m5C RNA methylome of M. oryzae using methylated RNA immunoprecipitation sequencing (MeRIP-seq) and identified the methyltransferase Ncl1 as a critical positive regulator of virulence and appressorium development. Deletion of NCL1 markedly impaired appressorium formation and maturation, phenotypes that were traced to defective autophagy. Mechanistically, we found that Ncl1-mediated m5C methylation stabilized ATG5 and ATG16 mRNAs, thereby supporting Atg8–PE production and autophagosome assembly. Post-translational regulation of Ncl1 is equally stringent: the Pmk1 mitogen-activated protein kinase (MAPK) pathway phosphorylates the enzyme, and Smt3-dependent SUMOylation further modulates its stability. Together, these findings identify an epigenetic checkpoint that links m5C RNA methylation to autophagy and appressorium function, providing novel targets for the management of rice blast disease.
Results
Identification of an m5C RNA methyltransferase in M. oryzae
To investigate m5C biology in M. oryzae, we searched its genome for a homolog of the human cytosine-5 RNA methyltransferase NSUN2. This analysis identified MGG_13217 (hereafter Ncl1), an 861-residue protein with a SAM-dependent MTase RsmB domain (a hallmark of methyltransferase activity; Figure 1A). Phylogenetic analysis using MEGA11 revealed that Ncl1 is conserved across eukaryotes and clusters closely with NCU05301 from Neurospora crassa and the Ncl1 ortholog from Fusarium oxysporum (Figure 1B). Like other NSUN2 family members, Ncl1 is predicted to catalyze methylation at the C5 position of cytosine (Figure 1C). Superposition of AlphaFold-predicted structures from human, yeast, and M. oryzae revealed a shared catalytic fold with only minor conformational differences (Figure 1D).
Figure 1.
Role of Ncl1 in m5C RNA methylation in Magnaporthe oryzae.
(A) Protein structure of M. oryzae Ncl1, obtained from the UniProt database (https://www.uniprot.org/).
(B) Phylogenetic analysis. A phylogenetic tree was constructed using MEGA11 to compare M. oryzae Ncl1 with homologous proteins and RNA methyltransferases from different species. The tree was generated using the neighbor-joining method, and the reliability of each node was assessed using 1000 bootstrap replicates. Bootstrap values are indicated at the nodes.
(C) NSUN2 mechanism. The enzyme catalyzes the transfer of a methyl group to the C5 position of cytosine; the methyl group is highlighted in red.
(D) Predicted 3D structures of NSUN2 for human (Homo sapiens), yeast (Saccharomyces cerevisiae), and rice blast fungus (M. oryzae), illustrating structural similarities and differences. We performed structural alignment analyses of MoNCL1 with HsNSUN2 and ScNCL1 using PyMOL (version 2.3.0). The calculated root-mean-square deviation values were 1.044 Å and 1.003 Å, respectively, indicating a high degree of structural similarity in each case. A structural superimposition illustrating the alignment of MoNCL1 with HsNSUN2 and ScNCL1 is provided.
(E) m5C/C ratio analysis by LC-MS/MS. The ratio of m5C to cytosine in wild-type (WT) and Δncl1 mutant strains is shown. Error bars denote SD, and asterisks indicate statistically significant differences (∗∗p < 0.01). Data are means ± SD from three biological replicates. Statistical significance was determined using two-sided unpaired Student’s t-tests (∗∗p < 0.01).
(F) RNA dot blot analysis. m5C levels in the WT and Δncl1 mutant strains were assessed using an m5C-specific antibody. Total RNA was extracted, spotted onto Hybond-N+ membranes, and probed with the anti-m5C antibody. Detection was performed using an enhanced chemiluminescence system, with methylene blue staining as a loading control.
(G) Quantification of RNA dot blot analysis. The intensity of the RNA blot signal (2 μg RNA per sample) was quantified using ImageJ. Data are means ± SD from three biological replicates. Statistical significance was determined using two-sided unpaired Student’s t-tests (∗∗p < 0.01).
To assess the cellular function of Ncl1, we generated two independent Δncl1 knockout mutants that displayed identical phenotypes (Supplemental Figure 1). Liquid chromatography–tandem mass spectrometry (LC–MS/MS) quantification of total mRNA revealed a significant reduction in the m5C/C ratio in the mutants relative to the wild type (WT) (Figure 1E). This result was corroborated by m5C-specific dot blot assays, which showed a marked decrease in global m5C levels in Δncl1 relative to the WT control (Figure 1F and 1G). Together, these data establish Ncl1 as the principal enzyme responsible for m5C RNA methylation in M. oryzae.
NCL1 is required for full virulence in M. oryzae
To investigate the role of Ncl1 in the development of M. oryzae, we compared the colony morphology of the Δncl1 mutant, the wild type, and the complemented strain cNCL1 grown on oatmeal–tomato agar (OTA) plates at 28°C for 5 days. No significant differences were observed between the Δncl1 mutant and the wild type (Supplemental Figure 2). However, the Δncl1 mutant exhibited a 75% reduction in conidiation capacity compared with both the wild type and the complemented strain (Supplemental Figure 2). This suggests that NCL1 is crucial for conidium formation but does not affect vegetative growth in M. oryzae.
We subsequently evaluated the effect of NCL1 deletion on M. oryzae pathogenicity by inoculating conidial suspensions onto susceptible rice seedlings and barley leaves. The wild type and complemented strains produced abundant spreading lesions, whereas the Δncl1 mutant resulted in significantly fewer lesions (Figure 2A and 2B). This indicates a substantial reduction in pathogenicity toward both rice and barley in the Δncl1 mutant. Furthermore, when mycelial agar plugs were placed onto wounded rice leaves, the Δncl1 mutant showed limited lesion expansion (Figure 2C). These findings confirm that Ncl1 is essential for full virulence in M. oryzae.
Figure 2.
Deletion of NCL1 leads to reduced virulence.
(A) Rice leaves were inoculated with conidial suspensions of the wild type (WT), the Δncl1 mutant, and the complemented strain. Representative leaves were photographed at 5 days post-inoculation (dpi). Experiments were repeated three times with similar results.
(B) Barley seedlings were inoculated with conidial suspensions of the WT, the Δncl1 mutant, and the complemented strain. Representative leaves were photographed at 5 dpi. Experiments were repeated three times with similar results.
(C) Rice leaves were lightly wounded with a needle before inoculation with a mycelial block of the WT, the Δncl1 mutant, or the complemented strain. Representative leaves were photographed at 4 dpi. Experiments were repeated three times with similar results.
(D) Conidia were incubated on hydrophobic surfaces and the appressorium formation ratio was calculated at various time points (6, 8, and 24 h). Data are means ± SD from three biological replicates (n > 100 conidia per replicate). Statistical significance was determined by one-way ANOVA followed by Dunnett’s test (vs. WT; ∗∗p < 0.01; ns, not significant).
(E) Morphological changes in appressoria treated with 15% glycerol. Arrows indicate collapsed appressoria. Scale bar, 20 μm.
(F) The percentage of collapsed appressoria at different glycerol concentrations. Data are means ± SD from three biological replicates (n > 100 conidia per replicate). Statistical significance was determined by one-way ANOVA followed by Dunnett’s test (vs. WT; ∗∗p < 0.01; ns, not significant).
(G) Penetration peg formation on rice leaf sheaths at 24 and 30 hpi in the WT, the Δncl1 mutant, and the complemented strains. Scale bar, 20 μm.
(H) Statistical analysis of appressorium penetration rates at 24 hpi. Data are means ± SD from three biological replicates (n > 100 appressoria per replicate). Statistical significance was determined by one-way ANOVA followed by Dunnett’s test (vs. WT; ∗∗p < 0.01; ns, not significant).
(I) Statistical analysis of different types of infection hyphae at 30 hpi. Data are means ± SD from three biological replicates (n > 100 appressoria per replicate). Statistical significance was determined by one-way ANOVA followed by Dunnett’s test (vs. WT; ∗∗p < 0.01; ns, not significant).
NCL1 disruption affects appressorium formation and maturation
To investigate why Δncl1 is defective in host penetration, we monitored appressorium development on hydrophobic coverslips. At 6 and 8 h post inoculation (hpi), the Δncl1 mutant showed a significantly lower appressorium formation rate than the WT, indicating delayed differentiation (Figure 2D). By 24 hpi, more than 90% of wild-type conidia had formed appressoria, whereas only ∼75% of Δncl1 conidia had done so, confirming that Ncl1 is required for efficient appressorium initiation. Cytorrhysis assays further showed that glycerol-treated Δncl1 appressoria collapsed more readily than those of the WT or complemented strains (Figure 2E and 2F), indicating that Ncl1 also supports cell wall rigidity and turgor-driven maturation.
We next traced the infection process in living host tissue. In rice leaf sheaths, the wild-type and complemented strains produced penetration pegs from >85% of appressoria by 24 hpi, whereas the Δncl1 mutant achieved penetration in only ∼60% of cases (Figure 2G and 2H). By 30 hpi, branched invasive hyphae were evident in >55% of wild-type penetration sites but in <30% of Δncl1 sites (Figure 2G and 2I). Similar results were obtained in barley epidermis (Supplemental Figure 3). Collectively, these data demonstrate that Ncl1 is essential not only for appressorium-mediated penetration but also for the subsequent expansion of invasive hyphae in M. oryzae.
Transcriptome-wide m5C mapping by MeRIP-seq in M. oryzae
To investigate the biological significance and underlying mechanisms of m5C methylation in M. oryzae, we performed m5C sequencing in the WT and Δncl1 strains. m5C MeRIP-seq was conducted using RNA extracted from mycelia of the wild-type strain P131 and the Δncl1 mutant. The RNA was fragmented into approximately 100-nucleotide (nt) segments (input) and subjected to immunoprecipitation with an anti-m5C antibody (Figure 3A). Libraries were prepared from both the immunoprecipitated (IP) and input control RNA samples, with two biological replicates showing high Pearson correlation coefficients. After removing reads aligned to annotated rRNA sequences, unique reads from the IP and input samples were mapped to the M. oryzae genome. We observed a significant reduction in m5C enrichment at 9014 peaks corresponding to mRNAs from 5678 genes in the Δncl1 mutant compared with the wild-type strain (Supplemental Table 1).
Figure 3.
Comprehensive profiling of Ncl1-mediated m5C methylation in M. oryzae transcripts.
(A) Illustration of the mRNA m5C sequencing process.
(B) Chromosomal mapping and visualization of m5C methylation in M. oryzae.
(C) Distribution of m5C along M. oryzae mRNA transcripts.
(D) The m5C motifs with the lowest E values for enhanced sensitivity and specificity in transcriptomic analysis.
(E) Relative m5C levels across mRNA regions in the WT and the Δncl1 mutant.
(F) GO biological process classification of m5C-modified mRNAs in Δncl1 versus WT.
(G) GO molecular function classification of m5C-modified mRNAs in Δncl1 versus WT.
(H) GO cellular component classification of m5C-modified mRNAs in Δncl1 versus WT.
(I) Kyoto Encyclopedia of Genes and Genomes pathway analysis highlighting the metabolic pathways most affected by downregulation of m5C-modified mRNAs in Δncl1 versus WT.
(J) m5C-modified transcripts related to appressorium development with significantly reduced methylation in the Δncl1 mutant.
We used Circos (Krzywinski et al., 2009) to analyze the chromosomal distribution of m5C peaks and observed variations in both the number and distribution of peaks, with chromosome 1 showing the most pronounced differences (Figure 3B). We further characterized the enrichment pattern of m5C sites within mRNA transcripts. Peaks were classified into the following categories based on their positions within transcripts: 5′ untranslated region (UTR) (4.36%), start codon region (26.56%), coding sequence (CDS) (30.71%), stop codon region (35.90%), and 3′ UTR (2.47%). Notably, m5C sites were significantly enriched in the start codon, CDS, and stop codon regions (Figure 3C). Motif analysis identified CRAYRA (R = A/G; Y = C/G) as the most prevalent and best-supported motif, representing the most likely conserved methylation site (E value = 4.6e−59). Other significant motifs included KVUAC (K = G/U/A; V = C/G/A; E = 1.3e−52) and GMCRW (M = C/U; R = A/G; W = A/U; E = 3.8e−43) (Figure 3D). Compared with the wild type, the Δncl1 mutant showed significantly fewer m5C peaks within CDS regions (Figure 3E).
Functional categorization of m5C-methylated gene transcripts in M. oryzae
To investigate the functional landscape of m5C-methylated transcripts in M. oryzae, we conducted a comprehensive Gene Ontology (GO) analysis. Biological process terms showed pronounced enrichment for signaling regulation, signal transduction, and intracellular signal transduction; cell communication and protein glycosylation were also highly represented. In addition, m5C-marked transcripts were significantly associated with negative regulation of macromolecule biosynthesis, cellular biosynthetic processes, and general biosynthetic pathways (Figure 3F), implying that m5C methylation fine-tunes anabolic activity. These transcripts were also associated with cellular components such as the transferase complex, spliceosome, nuclear pores, nuclear lumen, nuclear envelope, chromosomes, and the microtubule cytoskeleton (Figure 3H). These results indicate that m5C-modified mRNAs are biased toward nuclear and cytoskeletal components. Molecular function analysis revealed over-representation of hexosyltransferase activity, RNA polymerase activity, and phosphorelay response regulator activity. Nucleotidyltransferase activity, guanyl nucleotide exchange factor activity, and GTPase binding were also enriched (Figure 3G), indicating involvement in diverse molecular processes. Enzyme binding, DNA-directed 5′→3′ RNA polymerase activity, ATPase activity, and 5′→3′ RNA polymerase activity were also identified, highlighting the broad functional repertoire of m5C-methylated gene products. Kyoto Encyclopedia of Genes and Genomes pathway enrichment analysis of genes with reduced m5C peaks revealed strong associations with meiosis, the MAPK signaling cascade, DNA replication, cell cycle control, autophagy, and the metabolism of taurine/hypotaurine, sphingolipids, and nicotinate/nicotinamide (Figure 3I). Collectively, these data underscore the central regulatory role of m5C methylation in the core cellular processes of M. oryzae.
Functional integration revealed that Ncl1-dependent m5C marks define a coherent regulatory network governing appressorium development and pathogenicity. In the context of signal transduction, m5C stabilizes transcripts encoding Pmk1–MAPK components (MGG_00466/Cdc42, MGG_00883/MCK1, MGG_00800/MST7, MGG_14847/MST11, MGG_09565/PMK1), cyclic AMP (cAMP) pathway genes (MGG_09898/MAC1, MGG_05664/PdeH, MGG_02832/Cpk2, MGG_06368/CpkA), surface-sensing genes (MGG_05871/PTH11, MGG_06033/MSB2, MGG_12939/CBP1), and the Osm1–MAPK regulator MGG_07312/SLN1, thereby initiating appressorium formation. In macromolecular biosynthesis, m5C protects mRNAs encoding autophagy factors (ATG1, ATG5, ATG7, ATG16), cell wall synthesis enzymes (MGG_13013/CHS6, MGG_02252/BUF1), nutrient utilization proteins (MGG_00529/PEX6, MGG_00692/STU1), and membrane homeostasis genes (MGG_03846/Smo1, MGG_06559/NOX2), thereby driving appressorium maturation and sustaining glycerol-dependent turgor and cell wall integrity (Figure 3J). This network positions Ncl1-mediated m5C methylation as a central epigenetic mechanism that couples post-transcriptional modification to the molecular processes underlying appressorium function and fungal virulence.
NCL1 deletion alters the pattern of gene expression in M. oryzae
To comprehensively assess how m5C methylation in M. oryzae influences gene expression at the transcriptional level, we performed a comparative transcriptome analysis of the wild type and the Δncl1 mutant. Unsupervised clustering of RNA sequencing (RNA-seq) data revealed a clear divergence in global transcriptomic profiles between the two strains (Figure 4A), indicating that m5C methylation exerts broad and significant effects on gene regulation. NCL1 deletion reshaped the M. oryzae transcriptome, resulting in 325 upregulated and 396 downregulated differentially expressed genes (DEGs) (Supplemental Table 2), many of which are directly linked to pathogenicity.
Figure 4.
Comprehensive analysis of m5C-seq and RNA-seq data reveals transcripts influenced by Ncl1.
(A) Heatmap highlighting DEGs in WT (WT1 and WT2) and Δncl1 mutant strains (knockout [KO]1 and KO2).
(B) Four-quadrant plots showing the correlation between changes in m5C methylation and mRNA levels.
(C) Venn diagram showing the overlap between genes with reduced m5C methylation, upregulated genes, and downregulated genes in the Δncl1 mutant.
(D) GO biological process classification of downregulated mRNAs with decreased m5C levels in the Δncl1 mutant compared with WT.
(E) GO cellular component classification of downregulated mRNAs with decreased m5C levels in the Δncl1 mutant compared with WT.
Downregulated DEGs included key virulence-associated genes such as MGG_05871/PTH11 (required for appressorium initiation), MGG_12939/CBP1 (involved in host adhesion), MGG_00461/MoAPX1 (responsible for reactive oxygen species scavenging), MGG_06064/CHS7 (contributing to cell wall rigidity), MGG_01173/MHP1 (involved in nutrient uptake), and MGG_02884/MoFLP1 (involved in nuclear division). The reduced expression of these genes is consistent with delayed or impaired penetration ability. In contrast, upregulated DEGs included several temporal negative regulators such as MGG_10705/Rbf1 (a suppressor of cell wall-degrading enzymes), MGG_15370/AVR-Pita (which helps avoid premature host recognition), and MGG_04795/BAS1 and MGG_09693/BAS2 (both of which repress biotrophy-associated genes) (Supplemental Table 2). Their aberrant upregulation in the Δncl1 mutant likely increases pre-penetration repression. Together, these DEGs indicate that Ncl1 acts as a temporal and functional regulatory hub: m5C methylation stabilizes transcripts essential for early infection and coordinates stage-specific gene expression to ensure that post-penetration programs are activated only after appressorial maturation. Loss of Ncl1 disrupts this balance, resulting in dysregulated development and attenuated virulence.
To validate the RNA-seq data, we randomly selected six DEGs (three upregulated and three downregulated) and confirmed their expression patterns using reverse transcription quantitative PCR (RT–qPCR). All six transcripts exhibited changes consistent with the sequencing results (Supplemental Figure 4C and 4D), confirming the reliability of our transcriptomic dataset. Next, we integrated MeRIP-seq and RNA-seq data to classify differentially methylated m5C peaks into four categories based on the associated changes in mRNA abundance. We identified 408 hypermethylated m5C peaks corresponding to genes that were either significantly upregulated (151 genes; hyper-up) or downregulated (257 genes; hyper-down). In contrast, 662 hypomethylated m5C peaks were associated with genes that were either upregulated (216 genes; hypo-up) or downregulated (446 genes; hypo-down) (Figure 4B). Among the 5678 hypomethylated mRNAs detected in the Δncl1 mutant, 119 were transcriptionally upregulated and 199 were downregulated (Figure 4C). These findings indicate that loss of m5C methylation is associated with both increased and decreased transcript abundance, suggesting context-dependent effects on mRNA stability or secondary regulatory feedback. Overall, our data demonstrate that disruption of Ncl1 leads to a global reduction in m5C methylation and significant alterations in gene expression, underscoring the critical role of Ncl1 and m5C methylation in transcriptional regulation in M. oryzae.
GO enrichment analysis of downregulated transcripts in the Δncl1 mutant revealed significant over-representation of biological processes, including spore germination; responses to purine-containing, oxygen-containing, organophosphorus, and organic cyclic compounds; responses to general chemical stimuli and cAMP; developmental processes; and anion transport (Figure 4D). In the cellular component category, there was notable enrichment in plasma membrane and membrane components, including integral membrane proteins (Figure 4E). These results highlight the broad range of biological processes and cellular components affected by the downregulation of gene expression in the Δncl1 mutant, further emphasizing the importance of Ncl1 in maintaining proper transcriptional control in M. oryzae.
Ncl1-mediated m5C methylation ensures ATG gene expression during appressorium formation
Autophagy, an intracellular degradation pathway that is highly conserved from yeast to mammals (Feng et al., 2014; Ohsumi, 2014), is essential for the morphogenesis and maturation of appressoria in M. oryzae, the fungus responsible for rice blast disease (Veneault-Fourrey et al., 2006; Saunders et al., 2010). Our study demonstrates that the m5C methyltransferase Ncl1 is a key regulator of both appressorium formation and maturation in M. oryzae (Figure 2). We therefore investigated whether Ncl1 exerts these effects through modulation of autophagy.
Thirty-two autophagy-related (ATG) genes are present in the M. oryzae genome, many of which are closely linked to appressorium development and pathogenicity (Kershaw and Talbot, 2009). MeRIP-seq analysis revealed that Ncl1 influences m5C methylation of 11 ATG transcripts: ATG1, ATG2, ATG3, ATG5, ATG7, ATG9, ATG11, ATG16, ATG17, ATG18, and ATG22 (Figure 5A–5F; Supplemental Table 3). Among these, the m5C levels of eight ATG mRNAs (all except ATG2, ATG3, and ATG11) were significantly reduced in the Δncl1 mutant (Supplemental Table 3).
Figure 5.
Ncl1-mediated m5C methylation influences ATG gene transcription during appressorium formation.
(A) Plot showing fold changes in m5C methylation for autophagy-related gene transcripts affected by Ncl1. Color coding indicates the significance of differences between the WT and the Δncl1 mutant (KO).
(B–F) Integrative Genomics Viewer plots illustrating m5C peak patterns for transcripts of autophagy-related genes in M. oryzae.
(G) Real-time RT–qPCR analysis of ATG mRNA levels in vegetative hyphae cultured in CM for 36 h. Data are means ± SE from three biological replicates. Statistical significance was determined using two-sided unpaired Student’s t-tests (∗p < 0.05).
(H) RT–qPCR analysis of ATG mRNA levels in appressoria grown on a hydrophobic membrane for 6 h. Data are means ± SE from three biological replicates. Statistical significance was determined using two-sided unpaired Student’s t-tests (∗p < 0.05).
(I) RT–qPCR analysis of ATG mRNA levels in vegetative hyphae cultured in CM for 36 h and then transferred to nitrogen-deficient medium (MM-N) for 6 h. Data are means ± SE from three biological replicates. Statistical significance was determined using two-sided unpaired Student’s t-tests (∗p < 0.05).
(J) Subcellular localization of GFP-Atg8 in conidia, germ tubes, and appressoria at 4 h post germination. AP, appressorium; CO, conidium; GT, germ tube. Images were captured by fluorescence microscopy. Scale bar, 10 μm. Experiments were repeated three times with similar results.
(K) Subcellular localization of GFP-Atg8 under nutrient-deficient conditions. Strains expressing GFP-Atg8 were cultured in CM for 36 h and then transferred to MM-N for 5 h. Images were captured by fluorescence microscopy. Scale bar, 10 μm. Experiments were repeated three times with similar results.
(L) Quantification of autophagy intensity based on vacuolar translocation of GFP-Atg8 (n > 100). Data are means ± SD from three biological replicates (n > 100 hyphae per replicate). Statistical significance was determined using two-sided unpaired Student’s t-tests (∗∗p < 0.01).
(M) Immunoblot analysis using an anti-GFP antibody. An anti-GAPDH antibody was used as a loading control. Experiments were repeated three times with similar results.
To determine whether these methylation changes affect gene expression, we measured the transcript abundance of the 11 ATG genes in three contexts: (1) vegetative hyphae grown in complete medium (CM) for 36 h, (2) vegetative hyphae transferred to nitrogen-deficient medium (MM-N) for 6 h, and (3) appressoria formed on hydrophobic membranes for 6 h. Real-time RT–qPCR showed that disruption of NCL1 had no discernible effect on ATG gene expression during vegetative growth in CM (Figure 5G). In contrast, under nitrogen starvation and during appressorium development, most ATG transcripts were markedly reduced in the Δncl1 mutant relative to the wild type and complemented strains (Figures 5H and 5I). These results indicate that Ncl1-mediated m5C methylation is not required for basal expression of autophagy genes but is critical for their upregulation during autophagy induction. Overall, our findings suggest that m5C methylation stabilizes ATG mRNAs, thereby ensuring sufficient autophagic flux for appressorium maturation and host infection.
Ncl1 mediates autophagy in an m5C-dependent manner
Atg8 is a ubiquitin-like protein that serves as a hallmark of autophagosomes in yeast (Kirisako et al., 1999). To evaluate the effect of NCL1 disruption on autophagy, we introduced a GFP-Atg8 fusion construct into both the wild type and the Δncl1 mutant. The presence and intracellular distribution of GFP-Atg8-labeled autophagosomes were monitored by fluorescence microscopy. During appressorium formation, we observed a marked reduction in the number of GFP-Atg8 puncta in the Δncl1 background relative to the WT (Figure 5J).
To quantify autophagic flux, hyphae were subjected to nitrogen starvation for 5 h. Under these conditions, approximately 80% of WT autophagosomes reached and fused with the vacuole, whereas approximately 50% did so in Δncl1 (Figure 5K and 5L), indicating impaired delivery or degradation of autophagic bodies. Western blot analysis of total protein extracts corroborated the microscopy data. In the WT, the GFP-Atg8 signal declined progressively during starvation, reflecting normal vacuolar degradation of the fusion protein. In contrast, GFP-Atg8 levels decreased only marginally in the Δncl1 mutant, demonstrating a significantly slower turnover rate (Figure 5M; Supplemental Figure 12H). Overall, these results establish Ncl1 as a critical facilitator of autophagy in M. oryzae, a function that underpins proper appressorium development and full pathogenic potential.
Ncl1-mediated m5C methylation promotes ATG mRNA stability and Atg8lipidation
Guided by the m5C-seq and transcriptome data, we hypothesized that Ncl1 governs autophagy by depositing m5C marks that stabilize ATG mRNAs. In the Δncl1 background, we detected reduced m5C levels in eight ATG transcripts and, concordantly, a significant decrease in the expression of five of these genes—ATG1, ATG5, ATG7, ATG9, and ATG16—under nitrogen starvation or appressorium-inducing conditions. Because Atg5 and Atg16 are required for the assembly and localization of Atg8–PE, a lipidated form of Atg8 that drives autophagosome expansion and closure (Suzuki et al., 2001; Nakatogawa et al., 2007; Xie et al., 2008), we focused on identifying the m5C sites. By integrating our m5C-seq profiles with predictions generated by the online tool RNAm5CFinder (http://www.rnanut.net/rnam5Cfinder/), we identified two high-confidence m5C sites in ATG5 and one in ATG16 (Figure 6A). We then introduced C-to-T point mutations—C960T and C1498T in ATG5, and C2233T in ATG16—at these positions, while ensuring that coding capacity remained unchanged. The two ATG5 mutations lie within synonymous codons (GCC→GCT), and the ATG16 mutation resides in the 3′ UTR; therefore, any phenotypic consequences can be attributed solely to the loss of methylation and the resulting mRNA destabilization rather than to changes in protein sequence.
Figure 6.
Ncl1 ensures autophagy in an m5C-dependent manner.
(A) Prediction of potential m5C RNA methylation sites using RNAnut (http://www.rnanut.net/rnam5Cfinder/). The C-to-T mutations introduced at the m5C sites in ATG5 (GCC to GCT) did not result in amino acid changes, and the C-to-T mutation introduced at the m5C site in ATG16 is located in the 3′ untranslated region (UTR); therefore, these mutations do not affect amino acid identity.
(B) Methylated RNA immunoprecipitation–qPCR (MeRIP–qPCR) analysis of m5C levels in ATG5 and ATG16 in M. oryzae. Appressorium samples from WT and the Δncl1 mutant were subjected to m5C-IP using an anti-m5C antibody. MeRIP–qPCR was subsequently performed using the IP products as templates. Data are means ± SE from three biological replicates. Statistical significance was determined using one-way ANOVA followed by Tukey’s honestly significant difference (HSD) test (∗∗p < 0.01).
(C) Real-time RT–qPCR analysis of ATG5 and ATG16 mRNA levels. Data are means ± SE from three biological replicates. Statistical significance was determined using one-way ANOVA followed by Tukey’s HSD test (∗∗p < 0.01).
(D) Subcellular localization of Atg5 and Atg16 m5C site mutants under nutrient-deficient conditions. Strains expressing GFP-Atg8 were cultured in CM for 36 h and then transferred to MM-N for 5 h. Images were captured by fluorescence microscopy. Scale bar, 10 μm. Experiments were repeated three times with similar results.
(E) Quantification of autophagy intensity based on vacuolar translocation of GFP fusion proteins as described in (D) (n > 100). Data are means ± SD from three biological replicates. Statistical significance was determined using one-way ANOVA followed by Tukey’s HSD test (∗∗p < 0.01).
(F) Immunoblot analysis using an anti-GFP antibody. Strains expressing GFP-Atg8 were cultured in CM for 36 h and then transferred to MM-N for 2 or 5 h. An anti-GAPDH antibody was used as a loading control. Experiments were repeated three times with similar results.
(G) Intensity ratio of GFP/(GFP-Atg8 + GFP) in different strains as described in (F). Data are means ± SD from three biological replicates. Statistical significance was determined using one-way ANOVA followed by Tukey’s HSD test (∗∗p < 0.01).
(H) Subcellular localization of Atg5 and Atg16 m5C site mutants during appressorium formation. AP, appressorium; CO, conidium; GT, germ tube. Images were captured by fluorescence microscopy. Scale bar, 10 μm.
(I) Subcellular localization of Atg5-GFP and Atg16-GFP in WT and the Δncl1 mutant during appressorium formation. Images were captured by fluorescence microscopy. Scale bar, 10 μm.
(J) Atg8–PE levels in different strains were analyzed by urea–SDS–PAGE containing 6 M urea and detected using an anti-Atg8 antibody.
MeRIP–qPCR confirmed a pronounced reduction in the m5C levels of both ATG5 and ATG16 transcripts in the Δncl1 mutant and the corresponding site-directed mutants (Δatg5/ATG5C960T/C1498T and Δatg16/ATG16C2233T) relative to the wild-type control (Figure 6B), establishing that Ncl1 deposits m5C at C960 and C1498 in ATG5 mRNA and at C2233 in ATG16 mRNA. RT–PCR subsequently showed that steady-state levels of ATG5 and ATG16 mRNAs were significantly reduced in both the Δncl1 strain and the methylation-site mutants (Figure 6C), indicating increased transcript turnover.
To test this directly, we performed an actinomycin D transcriptional inhibition assay. Vegetative hyphae were starved for nitrogen for 2 h, transcription was blocked with 10 μg ml−1 actinomycin D, and samples were collected at 0, 30, 60, 90, 120, and 240 min. RT–qPCR analysis revealed that ATG5 and ATG16 transcripts decayed markedly faster in Δncl1 than in the wild type or in the corresponding C-to-T mutants (Supplemental Figure 4A and 4B). These results demonstrate that Ncl1-dependent m5C methylation stabilizes ATG5 and ATG16 mRNAs, thereby ensuring their translation during periods of high autophagic demand.
To assess the functional consequences of this mRNA instability, we introduced GFP-Atg8 into the Δatg5, Δatg16, and methylation-site mutants and their respective complemented strains. After 5 h of nitrogen starvation in MM-N, the majority of GFP-Atg8 puncta were localized to the vacuole in the complemented controls, whereas the number of autophagosomes was markedly reduced in the methylation-site mutants (Figure 6D and 6E). As expected, virtually no vacuolar delivery was observed in the Δatg5 or Δatg16 null mutants. Western blot analysis confirmed these observations: the free GFP band, which indicates vacuolar degradation of GFP-Atg8 showed greatly reduced intensity in the methylation-site mutants (Figure 6F and 6G). A similar defect in vacuolar delivery was observed during appressorium formation (Figure 6H). Collectively, these data demonstrate that Ncl1 maintains autophagic flux in an m5C-dependent manner.
The pre-autophagosomal structure (PAS) is the initial nucleation site at which Atg proteins, including Atg5 and Atg16, assemble into puncta (Suzuki et al., 2001). In the Δncl1 mutant, Atg5-GFP and Atg16-GFP remained largely diffuse throughout the cytoplasm during appressorium development, with only rare puncta detected (Figure 6I); this indicates that Ncl1 activity is required for efficient PAS assembly, most likely through its influence on Atg8 lipidation. To quantify Atg8–PE levels, we used an anti-Atg8 antibody that recognizes both the cytosolic (Atg8) and lipidated (Atg8–PE) forms. After 4 h of nitrogen starvation in MM-N, the Δncl1 mutant contained significantly less Atg8–PE than the WT. Similarly, the Δatg5, Δatg16, and methylation-site mutants exhibited markedly reduced Atg8–PE levels under starvation conditions (Figure 6J; Supplemental Figure 12I). This confirms that m5C-dependent stabilization of ATG5 and ATG16 mRNAs is essential for normal Atg8 lipidation. In summary, our findings establish that ATG5 and ATG16 mRNAs are direct targets of Ncl1-mediated m5C methylation, that this modification prolongs their half-life, and that their sustained expression is required to maintain physiological levels of Atg8–PE, proper PAS organization, and efficient autophagic flux in M. oryzae.
The m5C sites in ATG5 and ATG16 mRNAs are important for M. oryzae virulence
To evaluate the biological significance of the m5C sites within ATG5 and ATG16 transcripts, we compared the growth rate, conidiation capacity, and pathogenicity of the wild type, Δatg5, Δatg16, the corresponding m5C-site mutants Δatg5/ATG5C960T/C1498T and Δatg16/ATG16C2233T, and their fully complemented derivatives. Radial growth on OTA plates was indistinguishable among all genotypes (Supplemental Figure 5), whereas sporulation differed markedly: the methylation-site mutants produced significantly fewer conidia than the wild type and complemented strains (Supplemental Figure 6A and 6B).
In pathogenicity assays on barley and rice, the Δatg5/ATG5C960T/C1498T and Δatg16/ATG16C2233T strains generated noticeably smaller and less numerous lesions than the wild type and complemented controls (Supplemental Figure 7A and 7B). Cytorrhysis assays revealed that appressoria formed by the methylation-site mutants collapsed more readily under glycerol treatment than those of the wild type and complemented strains (Supplemental Figure 7C and 7D), indicating impaired maturation.
Penetration assays on rice leaf sheaths showed that mutant appressoria formed penetration pegs at greatly reduced frequencies (Supplemental Figure 7E and 7F; Supplemental Figure 6C and 6D) and that subsequent invasive hyphal expansion was largely abolished (Supplemental Figure 8). Together, these findings demonstrate that m5C modification at C960 and C1498 in ATG5 mRNA and at C2233 in ATG16 mRNA is critical for appressorium maturation and full virulence in M. oryzae.
Ncl1 is a downstream effector of the Pmk1–MAPK signaling cascade
Given Ncl1’s essential role in mRNA m5C methylation during appressorium maturation and autophagy in the rice blast fungus, we hypothesized that Ncl1 is a downstream effector of the Pmk1–MAPK signaling pathway. To test this, we first validated the in vivo interaction between Pmk1-GFP and Ncl1-FLAG by co-immunoprecipitation (Supplemental Figure 9A). In wild-type extracts, we observed an additional, slower-migrating band above the Ncl1-GFP signal; this band was absent in the Δpmk1 mutant and disappeared after alkaline phosphatase treatment, indicating that it represents phosphorylated Ncl1-GFP (Supplemental Figure 9B).
Mass spectrometric analysis identified three putative Pmk1-dependent phosphorylation sites on Ncl1: S491, T492, and T579 (Supplemental Figure 9C). Substitution of these residues with alanine (S491A/T492A and T579A) reduced the intensity of the phospho-band (Supplemental Figure 9D), confirming that Pmk1 phosphorylates Ncl1 at these positions. Steady-state levels of Ncl1 protein were markedly lower in the Δpmk1 mutant and the phospho-site mutants than in the wild type or complemented strains (Supplemental Figure 9E and 9F), demonstrating that Pmk1-mediated phosphorylation is critical for Ncl1 stability.
Despite the reduction in Ncl1 abundance and phosphorylation, Pmk1 activity did not influence the subcellular localization of Ncl1-GFP, which remained exclusively nuclear during appressorium development in both wild-type and Δpmk1 backgrounds (Supplemental Figure 9G). Pathogenicity assays revealed that the phospho-deficient allele NCL1S491A/T492A/T579A conferred significantly reduced virulence compared with the fully complemented strain (Supplemental Figure 10A and 10B). RNA dot blot quantification showed that global m5C levels in this phospho-deficient mutant were likewise substantially lower than in the complemented control (Supplemental Figure 10C and 10D), indicating that Pmk1-mediated phosphorylation of Ncl1 is required for full m5C methyltransferase activity, maintenance of Ncl1 protein levels, and complete virulence.
To further explore the effects of phosphorylation on Ncl1 beyond its role in protein stability, we expressed C-terminally His-tagged Ncl1S491A/T492A/T579A in Escherichia coli, purified the protein, and used it for in vitro methyltransferase activity assays with wild-type Ncl1 as a control. The methylation reaction system was established following the protocol of the MTase-Glo Methyltransferase Assay Kit (Promega, catalog # V7601), with a 26-nt RNA oligonucleotide containing the validated ATG5 m5C site (see Figure 6A) as the substrate. After 60 min of incubation at 23°C, the reaction products were spotted onto an Amersham Hybond-N+ membrane and probed with an anti-m5C antibody (A22062, Abclonal, 1:1000). Quantification of signal intensity using ImageJ revealed that Ncl1S491A/T492A/T579A exhibited significantly reduced methyltransferase activity compared with wild-type Ncl1 (Supplemental Figure 12D). We further analyzed the expression and subcellular localization of Ncl1S491A/T492A/T579A-GFP during appressorium formation. Confocal laser scanning microscopy showed that its subcellular localization was unchanged relative to that of wild-type Ncl1-GFP (Supplemental Figure 12E), whereas western blot analysis revealed that its abundance was significantly reduced in appressoria (Supplemental Figure 12F). These results demonstrate that Pmk1-mediated phosphorylation fine-tunes Ncl1 function by regulating both its catalytic activity and protein abundance without affecting its subcellular localization.
In summary, our findings confirm Ncl1 as a downstream target of the Pmk1–MAPK pathway; Pmk1-mediated phosphorylation modulates Ncl1 stability and catalytic activity without affecting its nuclear localization, supporting a role for Pmk1 in the intricate regulation of appressorium maturation in M. oryzae.
Ncl1 stability is controlled by SUMOylation
In silico scanning using the GPS-SUMO server revealed 12 high-scoring SUMOylation sites and two SUMO-interaction motifs—designated SIM1 (VVADV) and SIM2 (LLQLP)—within Ncl1 (Supplemental Figure 9H). Based on these predictions, and given that mammalian NSUN2 is stabilized and retained in the nucleus through SUMO-2/3 modification (Hu et al., 2021), we hypothesized that a similar post-translational mechanism controls Ncl1 stability in M. oryzae. Co-immunoprecipitation using the wild-type strain P131 co-expressing Smt3-FLAG and Ncl1-GFP confirmed an in vivo interaction between Smt3 and Ncl1 (Supplemental Figure 9I).
To test SUMOylation directly, we performed an in vitro reaction containing purified GST-Ncl1, SUMO E1 (Aos1–Uba2-MBP), SUMO E2 (Ubc9-MBP), His-Smt3, ATP, and MgCl2. After 2 h at 37°C, the products were purified and analyzed by western blot using anti-His and anti-GST antibodies. High-molecular-weight, poly-SUMOylated GST-Ncl1 was detected only in the presence of His-Smt3; no such signal was observed in the negative control lacking His-Smt3 (Supplemental Figure 9J). To investigate Ncl1 SUMOylation in vivo, we expressed Ncl1-GFP in wild-type and Δsmt3 backgrounds. Immunoprecipitation with anti-GFP beads followed by western blotting revealed abundant poly-SUMOylated Ncl1 in the WT, whereas this signal was markedly reduced in the Δsmt3 mutant (Supplemental Figure 9K), confirming that Smt3-mediated SUMOylation of Ncl1 occurs in M. oryzae.
Assessment of protein stability showed that steady-state levels of Ncl1 were markedly lower in the Δsmt3 mutant than in the WT (Supplemental Figure 9L and 9M), indicating that SUMOylation positively regulates Ncl1 abundance. Despite this difference, subcellular localization was unaffected: Ncl1-GFP remained exclusively nuclear during appressorium development in both wild-type and Δsmt3 strains (Supplemental Figure 9N).
We next constructed the NCL1ΔSIM1ΔSIM2 mutant, in which both SUMO-interaction motifs are deleted. Virulence assays and RNA dot blot analysis revealed that, relative to the fully complemented strain, the SIM deletion mutant exhibited a significant decrease in global m5C abundance and a pronounced reduction in pathogenicity (Supplemental Figure 10A–10D). Therefore, phosphorylation and SUMOylation act in concert to fine-tune Ncl1 function: loss of either modification—by blocking phosphorylation at S491/T492/T579 or eliminating SIM-dependent SUMOylation—reduces RNA m5C levels, destabilizes Ncl1, and attenuates virulence. These findings reveal a regulatory nexus in which two distinct post-translational modifications act on an RNA-modifying enzyme to control fungal pathogenicity.
To confirm that the observed phenotypes depend on the methyltransferase activity of Ncl1, we generated the catalytically inactive allele NCL1C353A and expressed it under the native NCL1 promoter in the Δncl1 background. The resulting strain, Δncl1/NCL1C353A, failed to restore (1) wild-type pathogenicity on rice and barley (Supplemental Figure 10A and 10B), (2) global m5C levels as measured by RNA dot blot (Supplemental Figure 10C and 10D), (3) normal appressorial turgor (Supplemental Figure 10E and 10F), or (4) Atg8–PE accumulation (Supplemental Figure 10G). In contrast, the complemented Δncl1/NCL1 strain showed full rescue of all defects. Consistent with this, in vitro methyltransferase assays showed significantly reduced methyltransferase activity in Ncl1C353A compared with wild-type Ncl1 (Supplemental Figure 12D), confirming that residue C353 is essential for Ncl1’s full catalytic activity. These data demonstrate that the biological effects described above depend on Ncl1-mediated m5C catalysis.
Discussion
Functional studies of m6A have established the broad regulatory importance of mRNA modification in eukaryotes, and recent work in M. oryzae has reinforced this view (Ren et al., 2022). In contrast, another widespread post-transcriptional mRNA modification, m5C, remains poorly characterized, especially in plant-pathogenic fungi. Here, we identify the m5C RNA methyltransferase Ncl1 as a pivotal regulator of virulence and appressorium development in M. oryzae. We demonstrate that m5C modification enhances the stability of ATG5 and ATG16 mRNAs, thereby ensuring adequate protein levels for assembly of the Atg12–Atg5–Atg16 complex that drives Atg8 lipidation. This lipidation is essential for Atg8 association with autophagosomal membranes and thus for productive autophagy. Autophagy, in turn, underpins appressorium maturation, which enables the fungus to generate the turgor pressure required for infection peg formation and host penetration, ultimately leading to successful infection. We further show that Ncl1 protein stability is governed by Pmk1-mediated phosphorylation and Smt3-dependent SUMOylation (Figure 7). Our findings illuminate the interplay between epigenetic marks and post-translational control in fungi, revealing a central role for m5C RNA methylation in the regulation of autophagy and pathogenicity in M. oryzae.
Figure 7.
Proposed regulatory mechanism of Ncl1-mediated m5C methylation during M. oryzae infection.
As a global regulatory factor, m5C methylation exerts multi-layered control over M. oryzae infection. It directly stabilizes the mRNAs of ATG5 and ATG16, ensuring that protein levels are sufficient to form the Atg12–Atg5–Atg16 complex, which is essential for promoting Atg8 lipidation. The lipidation of Atg8 facilitates its association with autophagosomes and maintains autophagosomal stability, thereby ensuring efficient autophagy. Autophagy, in turn, promotes the maturation of M. oryzae appressoria, enabling them to accumulate sufficient turgor pressure to drive the formation of infection pegs that penetrate the host epidermis and achieve successful infection. In parallel, m5C broadly regulates key signaling and physiological pathways, including the Pmk1–MAPK, cAMP, and Osm1–MAPK signaling pathways, surface signal transduction, and autophagy progression, collectively fine-tuning appressorium maturation and host penetration capacity. In addition, the stability of the m5C methyltransferase Ncl1 is co-regulated by Smt3-mediated SUMOylation and Pmk1 pathway-mediated phosphorylation, ensuring proper Ncl1 function in m5C methylation.
Our study highlights the pivotal role of RNA modification in fungal pathogenicity, particularly during appressorium formation in M. oryzae. We found that Ncl1-mediated m5C methylation stabilizes the mRNAs of autophagy-related genes (e.g., ATG5 and ATG16), a process essential for intracellular recycling and efficient host infection. In contrast, accumulating evidence indicates that m6A modification exerts the opposite effect, accelerating the decay of ATG transcripts and thereby restraining autophagy. METTL3-mediated m6A methylation negatively regulates autophagy to maintain porcine blastocyst development, and knockdown of METTL3 enhances ATG5 mRNA stability (Cao et al., 2021). Likewise, the m6A demethylase FTO targets ULK1 (ATG1) transcripts and increases ULK1 protein abundance (Jin et al., 2018), whereas in mice, FTO protects ATG5 and ATG7 mRNAs from degradation by removing m6A modifications (Wang et al., 2020). In M. oryzae, the m6A writer Mta1 promotes degradation of ATG8 mRNA, thereby limiting autophagy activity (Ren et al., 2022). Our supplementary RT–qPCR assays confirmed that ATG8 is significantly upregulated (by approximately 2.6-fold) in the Δmta1 mutant during appressorium formation, whereas ATG5 and ATG16 expression is unchanged (Supplemental Figure 12A), further supporting gene-specific regulation of autophagy-related genes by m6A. Together, Ncl1-mediated m5C and Mta1-mediated m6A modifications exhibit gene-specific, functionally antagonistic, regulation of autophagy during M. oryzae appressorium formation, representing a precise dual-checkpoint system for tuning autophagy activity to the optimal level for host infection. This antagonism arises from their opposing effects on autophagy—m5C promotes the initiation of basal autophagy, whereas m6A restricts excessive autophagy—rather than direct reciprocal regulation of the same target genes. Functionally, m5C acts as a positive regulator that directly stabilizes ATG5 and ATG16 mRNAs via two novel, functionally validated cytosine sites (C960/C1498 in ATG5 and C2233 in the ATG16 3′ UTR), which have not been previously reported in any organism. This m5C-mediated stabilization ensures sufficient levels of ATG5 and ATG16 expression to drive Atg8 lipidation, autophagosome assembly, and the initiation of basal autophagy, and genetic replacement of these sites phenocopies the virulence defects of Δatg5 and Δatg16 mutants, demonstrating that single cytosine methylation events can control autophagy-dependent infection. In contrast, m6A is a negative regulator that targets the autophagy marker gene ATG8. The two modifications therefore act on complementary components of the autophagy machinery. Notably, both regulate autophagy via the conserved mechanism of mRNA stability modulation, but with opposite effects: Ncl1-mediated m5C methylation slows the degradation of ATG5 and ATG16 transcripts (actinomycin D assay; Supplemental Figure 4A and 4B), a stabilizing mode unique to m5C in fungi, whereas m6A typically destabilizes its target ATG transcripts.
Our functional validation of m5C sites in non-ATG genes related to pathogenicity further demonstrates the global regulatory significance of Ncl1-mediated m5C methylation in M. oryzae infection. By integrating high-confidence m5C MeRIP-seq peaks with in silico predictions (http://www.rnanut.net/rnam5Cfinder/), we identified m5C sites in key regulators of two central pathogenicity pathways: the Pmk1–MAPK pathway (PMK1, C1990) and the cAMP pathway (CPKA, C3013/C3244) (Supplemental Figure 11A). To investigate the functional roles of these m5C marks, we introduced silent C→T substitutions into the respective deletion mutants at the identified sites, creating Δpmk1/PMK1C1990T and Δcpka/CPKAC3013T/C3244T. Although complementation with alleles carrying m5C site mutations restored appressorium formation capacity to levels similar to the WT, these strains exhibited significant impairments in appressorium maturation and insufficient turgor accumulation—indicated by increased collapse rates following osmotic stress (15% glycerol treatment; Supplemental Figure 11C and 11D)—and reduced virulence relative to both the wild-type strain and the corresponding full-complementation strains (Supplemental Figure 11G). Collectively, these findings establish a direct causal relationship between m5C methylation of PMK1 and CPKA transcripts and the full pathogenicity of M. oryzae, whereby m5C modification modulates appressorium maturation and turgor generation as downstream regulatory outputs of the Pmk1–MAPK and cAMP signaling cascades. To further investigate the scope of m5C-dependent regulation, we validated m5C sites in two additional non-ATG virulence factors with well-characterized roles in M. oryzae pathogenicity: SMO1, a Ras GTPase-activating protein critical for Ras signal termination (Kershaw et al., 2019), and LDP1, a lipid droplet-associated protein required for full pathogenicity (Cai et al., 2020). We identified one high-confidence m5C site in SMO1 (C3928) and two in LDP1 (C321/C323) (Supplemental Figure 11B); silent mutations at these sites similarly resulted in significant virulence attenuation relative to the wild-type and full-complementation strains (Supplemental Figure 11H). Overall, these data indicate that Ncl1-mediated m5C methylation regulates at least four distinct virulence modules (MAPK signaling, cAMP signaling, Ras signal termination, and lipid droplet metabolism) and extends beyond autophagy to coordinate multiple key cellular processes essential for appressorium maturation and successful host infection. This broad regulatory spectrum indicates that m5C methylation is not restricted to autophagy genes but functions as a global post-transcriptional mechanism that regulates the expression of diverse pathogenicity determinants in M. oryzae.
In M. oryzae, Ncl1-directed m5C methylation is required to preserve the stability of ATG5 and ATG16 mRNAs, both of which are essential for autophagy. The Atg12–Atg5–Atg16 complex governs Atg8 lipidation, a reaction that maintains Atg8–PE levels and thereby drives autophagy initiation (Suzuki et al., 2001; Fujita et al., 2008). Our data demonstrate that site-specific m5C methylation is indispensable for proper autophagy, as mutants lacking these cytosine marks exhibit reduced Atg8–PE levels and fewer autophagosomes. Interestingly, M. oryzae exhibits behavior distinct from that of yeast and mammals: Atg8 still forms puncta in the absence of ATG5 and ATG16, implying a potential contribution of the Cvt pathway to Atg8 recruitment (Baba et al., 1994, 1997; Suzuki et al., 2007). Because Atg5 membrane binding is essential for both autophagy and the Cvt pathway (Walczak and Martens, 2013), its impairment in these mutants underscores the critical role of m5C in maintaining ATG mRNA stability and facilitating autophagy in M. oryzae. Overall, our findings identify a novel mechanism regulating fungal autophagy, with direct implications for the pathogen’s survival and infection strategy.
The RNA methyltransferase Ncl1 in M. oryzae is governed by a dual regulatory mechanism involving phosphorylation and SUMOylation, both of which are essential for its stability and function. Phosphorylation by the Pmk1 signaling pathway, a central regulatory pathway in eukaryotic cells (Wilson and Talbot, 2009; Osés-Ruiz et al., 2021), is required to maintain Ncl1 stability and modulate the pathogen’s epigenetic responses during infection. SUMOylation, the covalent attachment of SUMO proteins to target lysines, likewise preserves Ncl1 stability, a prerequisite for its methylation of target transcripts. These findings deepen our understanding of fungal epigenetics and underscore the importance of post-translational modifications in pathogenicity. The coordinated action of phosphorylation and SUMOylation ensures that Ncl1 functions precisely when and where it is needed, supporting the dynamic, context-specific processes that underpin M. oryzae infection and development. Notably, the core Pmk1–MAPK cascade phosphorylates Ncl1, thereby determining its protein stability. This finding reveals that, in addition to regulating transcription through factors such as Mst12 and Hox7 (Osés-Ruiz et al., 2021), the Pmk1–MAPK pathway also influences mRNA abundance through the RNA modification factor Ncl1. Consequently, the Pmk1–MAPK–Ncl1 regulatory module constitutes a novel epigenetic control circuit that orchestrates the formation of fungal infection structures and, by extension, the entire pathogenic process.
Notably, m5C RNA methylation plays a previously unrecognized role in mediating fungal–plant interactions by enabling M. oryzae to adapt to the dynamic host microenvironment. During infection, plants activate defense responses such as reactive oxygen species bursts and nutrient sequestration, which disrupt fungal cellular homeostasis. Our data show that Ncl1-mediated m5C stabilizes mRNAs of core virulence genes (e.g., ATG5, ATG16, PMK1, and CPKA), acting as a “post-transcriptional buffer” to ensure robust expression of these genes under host-derived stress. This regulatory strategy allows M. oryzae to maintain critical processes (such as autophagy, appressorium turgor accumulation, and signal transduction) even when transcriptional programs are perturbed, thereby facilitating successful host colonization. Ncl1-mediated m5C methylation represents a promising target for novel antifungal strategies to control rice blast disease. Conventional fungicides often target metabolic enzymes or cell wall components, leading to rapid evolution of resistance through single-gene mutations. In contrast, targeting Ncl1 or its downstream m5C modification sites offers pleiotropic effects: disrupting this epigenetic pathway compromises multiple virulence modules (namely autophagy, MAPK/cAMP signaling, and lipid metabolism) simultaneously, thereby reducing the likelihood of resistance. Feasible translational approaches include (1) designing small-molecule inhibitors that target Ncl1’s SAM-binding domain or catalytic core (C353 residue) to block its methyltransferase activity and (2) developing host-induced gene silencing constructs to suppress Ncl1 expression or disrupt key m5C sites in virulence-related mRNAs. These strategies are environmentally sustainable and could be extended to other plant-pathogenic fungi harboring Ncl1 homologs, providing a broad-spectrum solution for fungal disease control.
In conclusion, our study clarifies the essential function of Ncl1-catalyzed m5C RNA methylation in governing autophagy and pathogenicity in M. oryzae, thereby uncovering a previously unknown epigenetic regulatory circuit that links post-transcriptional modification to fungal infection. These findings deepen our understanding of fungal biology and identify prospective molecular targets for the development of antifungal interventions to manage diseases caused by plant-pathogenic fungi.
Methods
Fungal strains and growth conditions
The M. oryzae wild-type strain P131 served as the reference strain. Details of all strains and the vectors used for genetic modifications are provided in Supplemental Tables 4 and 5. Mycelial growth of P131 and its derivative strains was carried out on OTA plates at 28°C. For protein and nucleoside extraction, vegetative mycelia were harvested from liquid CM.
Gene knockout and complementation
The wild-type strain P131 served as the background for all genetic manipulations. The split-PCR approach was used to generate knockouts of NCL1 and the ATG genes, all of which are pivotal for fungal pathogenicity; this method enabled the precise deletion of targeted loci within the M. oryzae genome. To confirm the functions of NCL1 and the ATG genes, a complementation strategy was used in which each knockout strain was transformed with a construct carrying the corresponding wild-type allele, thereby reintroducing a fully functional copy of the gene into the mutant background.
m5C-seq analysis
m5C-IP-seq, also referred to as MeRIP-seq, was performed by CloudSeq (Shanghai, China). Total RNA was isolated and fragmented into approximately 200-nt-long fragments using RNA Fragmentation Reagents. For immunoprecipitation, the m5C-IP kit (GenSeq) was used: protein A/G beads were conjugated to m5C-specific antibodies and incubated for 60 min at room temperature. The fragmented RNA was then incubated with the antibody-coated beads at 4°C for 4 h to promote RNA–antibody complex formation. Following incubation, the complexes were treated with proteinase K to digest proteins, and RNA was recovered using phenol:chloroform extraction. The library was prepared using the NEBNext Ultra II Directional RNA Library Prep Kit (New England Biolabs) according to the manufacturer’s instructions. Library quality was assessed using an Agilent 2100 Bioanalyzer, and sequencing was performed on an Illumina NovaSeq platform, enabling genome-wide identification and quantification of m5C methylation sites.
RNA-seq analysis
RNA-seq was performed by CloudSeq Biotech (Shanghai, China). Total RNA was extracted, and ribosomal RNA was depleted using the NEBNext rRNA Depletion Kit (New England Biolabs, MA, USA) to enrich for mRNA. Strand-specific RNA libraries were subsequently prepared using the NEBNext Ultra II Directional RNA Library Prep Kit. Library quality was assessed using the Bioanalyzer 2100 system, and sequencing was performed on an Illumina NovaSeq platform, generating 150-bp paired-end reads.
Dot blot assay
The dot blot assay was performed using total RNA isolated from WT and Δncl1 mutant strains. RNA samples were added to a Hybond-N+ membrane and dried at 37°C for 30 min. The membrane was then cross-linked for 5 min using an HL-2000 HybriLinker to immobilize the RNA. After cross-linking, the membrane was blocked with 5% milk in phosphate-buffered saline with Tween-20 (PBST) for 1 h, followed by incubation with the primary anti-m5C antibody (A22062, Abclonal) to detect m5C modification. The membrane was washed with PBST to remove unbound primary antibody and incubated with the secondary antibody for 1 h at room temperature. Signals were then developed using an enhanced chemiluminescence detection system (Amersham Biosciences, Piscataway, NJ, USA). The resulting blot was quantified using ImageJ to determine m5C levels.
Real-time RT–qPCR
RT–qPCR was used to determine the expression levels of autophagy-related (ATG) genes across M. oryzae developmental stages. To this end, samples representing different fungal growth phases were prepared: vegetative hyphae grown in CM for 36 h, appressoria following induction on hydrophobic membranes for 6 h, and vegetative hyphae initially grown in CM for 36 h and subsequently transferred to nitrogen-deficient medium (MM-N) for an additional 6 h. Total RNA was extracted from each sample and used for cDNA synthesis. RT–qPCR reactions were performed using SYBR Green PCR Master Mix (Takara Bio, Dalian, China) on an ABI 7500 real-time PCR system (Applied Biosystems, Foster City, CA, USA). This approach enabled accurate quantification of transcript abundance and provided insight into the regulatory dynamics of ATG genes throughout the developmental cycle of M. oryzae.
MeRIP–qPCR quantification of m5C levels
Total RNA (>100 μg) or purified mRNA (>3 μg) was fragmented to approximately 200 nt by incubation at 70°C for 5 min in 10× fragmentation buffer, followed by the addition of stop buffer and ethanol precipitation of RNA. The fragmented RNA was resuspended in 50 μl of nuclease-free water and then divided into two equal parts; one part served as the input control, and the other was subjected to methylated RNA immunoprecipitation (MeRIP) using the GenSeq m5C MeRIP Kit (GenSeq, Shanghai, China). For MeRIP, 1–3 μg of fragmented RNA was combined with 25 μl of Protein G Magnetic (PGM) beads pre-conjugated to 2 μl of m5C antibody or control immunoglobulin G in 200 μl of 1× IP buffer and incubated at 4°C for 1 h. After washing, RNA was eluted with Dig solution at 55°C for 45 min, further purified using MS beads, and eluted in 10 μl of nuclease-free water. Input and immunoprecipitated samples were used immediately for RT–qPCR analysis or stored at −80°C.
Observation of autophagy and western blot
For autophagy observation and subsequent western blot analysis, spores of each strain were inoculated into CM liquid medium and incubated at 28°C with shaking at 160 rpm for 36 h to allow germination and hyphal growth. The mycelia were then transferred to nitrogen-deficient MM-N medium and incubated for 2 or 5 h to induce autophagy. The localization and abundance of GFP–Atg8, a marker of autophagic bodies, were examined by fluorescence microscopy as indicators of autophagy induction. In parallel, spore suspensions were directly inoculated onto hydrophobic slides to assess the initial state of autophagy; the distribution and intensity of GFP–Atg8 fluorescence were recorded at 0, 2, and 4 hpi to track autophagy dynamics.
For western blot analysis, replicate cultures were grown in CM liquid medium under the same conditions and shifted to MM-N medium for 0, 2, or 5 h to synchronize autophagy progression, after which total protein extracts were prepared from the mycelia. Equal amounts of protein were separated by SDS–PAGE according to molecular weight, and western blotting was performed using a primary anti-GFP antibody (1:5000 dilution, Sigma, USA) to detect GFP–Atg8. The blot was developed to visualize the GFP signal, which was quantified to assess autophagy levels under different nitrogen conditions.
Quantitative assessment of autophagic flux using E64d and pepstatin A
For quantitative measurement of autophagic flux, conidial suspensions of WT, Δncl1, Δatg5, Δatg16, Δatg5/ATG5C960T/C1498T, and Δatg16/ATG16C2233T strains, all expressing GFP–Atg8, were inoculated into CM liquid medium and cultured at 28°C with shaking at 160 rpm for 36 h. Mycelia were harvested, washed twice with MM-N medium, and divided into two equal groups: the inhibitor group was transferred to MM-N medium containing 10 μg/ml E64d and 10 μg/ml pepstatin A, and the mock group was transferred to MM-N medium containing an equal volume of DMSO. Both groups were incubated at 28°C with shaking at 160 rpm for 3 h. Total protein was extracted using radioimmunoprecipitation assay (RIPA) lysis buffer supplemented with 1 mM PMSF and 1× protease inhibitor cocktail. Equal amounts of protein were separated using 12% SDS–PAGE, transferred to a polyvinylidene fluoride membrane, and immunoblotted with anti-GFP and anti-GAPDH antibodies. Signal intensities of full-length GFP-Atg8 and free GFP were quantified using ImageJ. Autophagic flux was calculated as follows: autophagic flux = (free GFP intensity in the inhibitor group – free GFP intensity in the mock group)/total GFP intensity (GFP-Atg8 + free GFP) in the mock group.
Pathogenicity tests and infection assay
To assess the pathogenicity of each M. oryzae strain, spray-infection assays were conducted on barley and rice. For rice, a conidial suspension was adjusted to 5 × 104 conidia ml−1 with double-distilled H2O, and 5 ml of the suspension was uniformly sprayed onto 2-week-old seedlings (Oryza sativa cv. LTH). The inoculated seedlings were incubated at 28°C and 90% relative humidity, with darkness for the first 24 h followed by a 12 h light/12 h dark cycle. Disease lesions were monitored and photographed daily. For barley, 2 ml of a conidial suspension (3 × 104 conidia ml−1) was sprayed onto 7-day-old leaves (Hordeum vulgare cv. E9), and infected leaves were photographed 5 days post inoculation. Each pathogenicity test was performed independently three times, and leaves were harvested to measure blast lesion size. To monitor the infection process microscopically, a conidial suspension (1 × 105 spores ml−1 in double-distilled H2O) was injected into rice leaf sheaths. The inoculated samples were maintained at 28°C and 90% humidity, and infection progression was recorded at successive time points. Penetration and invasive hyphal growth were visualized using a Nikon Ni90 microscope to provide detailed information on early infection events.
Appressorium formation and collapse assays
To evaluate appressorium formation, conidial suspensions were prepared at a density of 5 × 104 spores ml−1 and evenly spread onto a hydrophobic surface. Samples were incubated in the dark for 24 h under conditions favorable for M. oryzae development. After incubation, at least 300 appressoria per strain were microscopically examined to assess the efficiency of appressorium formation. In addition, the structural stability of mature appressoria was tested by exposing them to an 8% glycerol solution for 30 min; this treatment was applied to appressoria that had fully matured on the hydrophobic surface. Following glycerol exposure, the samples were examined to determine the percentage of collapsed appressoria, providing a measure of their structural integrity and potential functionality during infection.
Phos-tag assay
The Ncl1-GFP fusion protein was introduced into both the P131 strain and the Δpmk1 mutant, whereas the phospho-deficient alleles Ncl1S491A/T492A-GFP and Ncl1T579A-GFP were introduced into the Δncl1 background. For protein analysis, mycelial samples were subjected to western blotting with anti-GFP and anti-GAPDH antibodies. Proteins were resolved on 8% SDS–polyacrylamide gels containing 5.0 mM Phos-tag AAL and 10 mM MnCl2 according to the procedure of Shindo et al. (2016). Electrophoresis was performed at 20 mA for 4–5 h. Gels were then washed three times for 10 min each in transfer buffer supplemented with 10 mM EDTA, followed by a single 10-min wash without EDTA. Proteins were transferred from the Mn2+-Phos-tag gel to a polyvinylidene fluoride membrane at 45 V overnight at 4°C. The membrane was subsequently probed with an anti-GFP antibody to detect phosphorylation-dependent mobility shifts.
Co-immunoprecipitation assay
The pKNRG-Pmk1 and pKNRG-Ncl1 constructs, both driven by their native promoters, were co-transformed into the wild-type strain with pKNFLAG-Ncl1 and pKNFLAG-Smt3, respectively. Verified transformants were cultured in liquid CM at 28°C with shaking at 150 rpm for 48 h. Approximately 1 g of fresh mycelia was harvested and rinsed with sterile water, and total protein was extracted using IP cell lysis buffer (Biyuntian, Beijing, China). The lysate was incubated at room temperature for 2 h with 10 μl of anti-FLAG magnetic beads (Bimake, Beijing, China) to capture FLAG–Pmk1 or FLAG–Ncl1 protein complexes. The beads were then washed three times with PBST to remove unbound proteins, followed by three washes with 50 mM trimethylammonium bicarbonate (pH 8.5). Immunoprecipitated proteins were eluted with 100 μl of elution buffer, separated by SDS–PAGE, and analyzed by western blot using appropriate antibodies to detect interacting proteins.
In vitro and in vivo poly-SUMOylation assays
To determine whether Ncl1 is SUMOylated by Smt3 in vitro, a reaction mixture was prepared containing purified GST-Ncl1, SUMO E1 (Aos1–Uba2-MBP), SUMO E2 (Ubc9-MBP), His-Smt3, and reaction buffer supplemented with ATP and MgCl2. After incubation for 2 h at 37°C, the products were purified and analyzed by western blot using anti-His and anti-GST antibodies. To assess in vivo SUMOylation, the pKNRG-Ncl1 construct was introduced into both wild-type and Δsmt3 strains. Total protein extracts from WT/NCL1-GFP and Δsmt3/NCL1-GFP mycelia were incubated with anti-GFP nanobody agarose beads (KTSM1301) to capture Ncl1-GFP. SUMOylation was detected by western blot using an anti-Smt3 polyclonal antibody (Biorbyt, orb351113), with an anti-GFP antibody (Biodragon, China) as the loading control.
RNA m5C methylation assay in vitro
To assess the catalytic activity of Ncl1 variants, full-length coding sequences of wild-type Ncl1, the phospho-deficient mutant Ncl1S491A/T492A/T579A, the SUMO-interacting motif (SIM) deletion mutant Ncl1ΔSIM1ΔSIM2 (lacking amino acids 51–55 and 825–829), and the catalytically defective mutant Ncl1C353A were cloned into the prokaryotic expression vector pET-28a with a C-terminal His-tag. Recombinant plasmids were transformed into E. coli BL21 (DE3) competent cells. Protein expression was induced with 0.5 mM isopropyl β-D-1-thiogalactopyranoside at 16°C for 16 h. His-tagged proteins were purified using Ni-NTA agarose (Qiagen) according to the manufacturer’s protocol, and protein purity was verified by 12% SDS–PAGE followed by Coomassie brilliant blue staining.
The in vitro methylation assay was performed using the MTase-Glo Methyltransferase Assay Kit (Promega, catalog # V7601) with modifications. A 26-nt RNA oligonucleotide containing the validated m5C site (C960) from ATG5 (sequence: 5′-GGGUCAAGGAGGCCGACUUUGUGCCC-3′) was synthesized by Tsingke Biotechnology (Beijing, China) and used as the substrate. The reaction mixture contained 20 mM Tris–HCl (pH 8.0), 50 mM NaCl, 1 mM EDTA, 3 mM MgCl2, 0.1 mg/ml BSA, 1 mM dithiothreitol, 40 U ml−1 RNase inhibitor, 1 mM S-adenosylmethionine, 2 μg of purified Ncl1 variant protein, and 1 μg of RNA substrate. Reactions were incubated at 23°C for 60 min and terminated by heating at 95°C for 5 min.
Statistical analysis
Statistical analyses were conducted using Excel (Microsoft, 2021) or Prism 9 (GraphPad). The exact numbers of biological replicates and the specific statistical tests used are indicated in the figure legends; each experiment was performed at least three times. Statistical significance was determined using two-sided unpaired Student’s t-tests or ANOVA, as appropriate. All error bars represent the standard deviation (SD) of the mean. Asterisks denote levels of statistical significance: ∗p < 0.05; ∗∗p < 0.01; ∗∗∗p < 0.001; ns, not significant.
Data and code availability
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•
All data required to assess the findings presented in the manuscript are included within the paper itself and/or the supplemental information.
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•
The raw data from the m5C-seq and RNA-seq analyses have been deposited in the Sequence Read Archive database under the collective accession number PRJNA1185837. These data can be accessed at: https://www.ncbi.nlm.nih.gov/sra/PRJNA1185837.
Funding
This work was supported by the National Key Research and Development Program of China (2023YFD1400200), the Guangdong Basic and Applied Basic Research Foundation (2024A1515010774), and the National Natural Science Foundation of China (grant 32072365).
Acknowledgments
No conflict of interest is declared.
Author contributions
X.-L.C. conceived the study and designed the investigation. X.C. conducted most of the experiments with assistance from H.H., C.L., and Z.R. Y.L. and Y.N. participated in partial experimental supplementation and manuscript revision. H.L., L.Z., and J.H. participated in the design of the investigation. X.-L.C. and X.Y. supervised the project. X.-L.C., X.C., and X.Y. drafted and revised the manuscript. All authors read and approved the final version.
Published: March 11, 2026
Footnotes
Supplemental information is available at Plant Communications Online.
Contributor Information
Xiaolin Yang, Email: xiaolinyangxly@163.com.
Xiao-Lin Chen, Email: chenxiaolin@mail.hzau.edu.cn.
Supplemental information
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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
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•
All data required to assess the findings presented in the manuscript are included within the paper itself and/or the supplemental information.
-
•
The raw data from the m5C-seq and RNA-seq analyses have been deposited in the Sequence Read Archive database under the collective accession number PRJNA1185837. These data can be accessed at: https://www.ncbi.nlm.nih.gov/sra/PRJNA1185837.







