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1.
Plant Cell Environ ; 47(7): 2459-2474, 2024 Jul.
Article in English | MEDLINE | ID: mdl-38501941

ABSTRACT

Tilletia horrida is an important soilborne fungal pathogen that causes rice kernel smut worldwide. We found a glycoside hydrolase family 128 protein, designated ThGhd_7, caused cell death in Nicotiana benthamiana leaves. The predicted signal peptide (SP) of ThGhd_7 targets it for secretion. However, loss of the SP did not affect its ability to induce cell death. The 23-201 amino acid sequence of ThGhd_7 was sufficient to trigger cell death in N. benthamiana. ThGhd_7 expression was induced and upregulated during T. horrida infection. ThGhd_7 localised to both the cytoplasm and nucleus of plant cells, and nuclear localisation was required to induce cell death. The ability of ThGhd_7 to trigger cell death in N. benthamiana depends on RAR1 (required for Mla12 resistance), SGT1 (suppressor of G2 allele of Skp1), and BAK1/SERK3 (somatic embryogenesis receptor-like kinase 3). Heterologous overexpression of ThGhd_7 in rice reduced reactive oxygen species (ROS) production and enhanced susceptibility to T. horrida. Further research revealed that ThGhd_7 interacted with and destabilised OsSGT1, which is required for ROS production and is a positive regulator of rice resistance to T. horrida. Taken together, these findings suggest that T. horrida employs ThGhd_7 to disrupt ROS production and thereby promote infection.


Subject(s)
Nicotiana , Oryza , Plant Diseases , Plant Immunity , Plant Proteins , Reactive Oxygen Species , Reactive Oxygen Species/metabolism , Nicotiana/genetics , Nicotiana/microbiology , Oryza/genetics , Oryza/microbiology , Oryza/immunology , Oryza/metabolism , Plant Immunity/genetics , Plant Diseases/microbiology , Plant Diseases/immunology , Plant Diseases/genetics , Plant Proteins/genetics , Plant Proteins/metabolism , Glycoside Hydrolases/metabolism , Glycoside Hydrolases/genetics , Fungal Proteins/metabolism , Fungal Proteins/genetics , Gene Expression Regulation, Plant , Cell Death , Basidiomycota/physiology , Plants, Genetically Modified , Plant Leaves/metabolism , Plant Leaves/genetics
2.
J Fungi (Basel) ; 10(1)2024 Jan 21.
Article in English | MEDLINE | ID: mdl-38276028

ABSTRACT

Ustilago crameri is a pathogenic basidiomycete fungus that causes foxtail millet kernel smut (FMKS), a devastating grain disease in most foxtail-millet-growing regions of the world. Here, we report an assembled high-quality genome sequence of U. crameri strain SCZ-6 isolated from the diseased grains of foxtail millet in Changzhi, Shanxi Province, China. The genome size is 19.55 Mb, consisting of 73 contigs (N50 = 840,209 bp) with a G + C content of 54.09%, and encoding 6576 predicted genes and 6486 genes supported by RNA-seq. Evolutionarily, U. crameri lies close to the barley smut U. hordei, and an obvious co-linearity was observed between these two smut fungi. We annotated the genome of U. crameri strain SCZ-6 using databases, identifying 1827 pathogen-host interaction (PHI)-associated genes, 1324 genes encoding fungal virulence factors, 259 CAZy-related genes, 80 genes encoding transporters, and 206 putative cytochrome P450 genes; their expression profiles at different inoculation time points were also detected. Additionally, 70 candidate pathogen effectors were identified according to their expression patterns and predicted functions. In summary, our results provide important insights into the pathogenic mechanisms of the pathogenesis-related genes of U. crameri and a robust foundation for further investigation.

3.
J Gerontol A Biol Sci Med Sci ; 78(9): 1717-1724, 2023 08 27.
Article in English | MEDLINE | ID: mdl-37186145

ABSTRACT

BACKGROUND: Both sleep duration and efficiency are essential for health outcomes. However, few studies have considered the effects of both sleep duration and efficiency on predicting the risks of mortality. This study investigated the independent and joint associations of accelerometer-measured sleep duration and efficiency with all-cause and cause-specific mortality. METHODS: The UK Biobank is a cohort study of over 500 000 individuals recruited between 2006 and 2010. This study included participants wearing wrist accelerometers for 7 consecutive days between February 2013 and December 2015. Mortality was ascertained by the national death registries. RESULTS: Of the 90 398 participants (age, 62.4 [7.8] years, 43.5% male) who were included, 2 685 deaths were reported within a median follow-up duration of 6.4 years. Both accelerometer-measured short (adjusted hazard ratios, 1.27; 95% confidence interval [CI]: 1.11-1.45) and long sleep duration (adjusted hazard ratios, 1.16; 95% CI: 1.06-1.28) were positively associated with the risks of all-cause mortality. Lower sleep efficiency was associated with an increased risk of all-cause and cause-specific mortality. Significant interaction existed between accelerometer-measured sleep duration and efficiency for the risk of all-cause mortality (Pinteraction = .001), participants with long sleep duration and lower sleep efficiency had a double mortality risk compared with those with higher sleep efficiency and normal sleep duration (adjusted hazard ratios = 2.11; 95% CI: 1.44-3.09). CONCLUSIONS: Accelerometer-measured short/long sleep duration and lower sleep efficiency were associated with increased risks of mortality. Sleep efficiency modified the effects of long sleep duration on survival.


Subject(s)
Cardiovascular Diseases , Sleep Wake Disorders , Humans , Male , Female , Cohort Studies , Cause of Death , Sleep Duration , Prospective Studies , Biological Specimen Banks , Sleep , Sleep Wake Disorders/complications , United Kingdom/epidemiology , Risk Factors
4.
JACC Heart Fail ; 11(3): 334-344, 2023 03.
Article in English | MEDLINE | ID: mdl-36737310

ABSTRACT

BACKGROUND: Social isolation and loneliness have emerged as important risk factors for cardiovascular diseases, particularly during the coronavirus disease pandemic. However, it is unclear whether social isolation and loneliness had independent and joint associations with incident heart failure (HF). OBJECTIVES: This study sought to examine the association of social isolation, loneliness, and their combination with incident HF. METHODS: The UK Biobank study is a population-based cohort study. Social isolation and loneliness were assessed using self-reported questionnaires. HF cases were identified by linking hospital records and death registries. The weighted polygenic risk score associated with HF was calculated. RESULTS: Among the 464,773 participants (mean age: 56.5 ± 8.1 years, 45.3% male), 12,898 incident HF cases were documented during a median follow-up of 12.3 years. Social isolation (most vs least: adjusted HR: 1.17; 95% CI:1.11-1.23) and loneliness (yes vs no: adjusted HR: 1.19; 95% CI: 1.11-1.27) were significantly associated with an increased risk of incident HF. The association between an elevated risk of HF and social isolation was modified by loneliness (Pinteraction = 0.034). A gradient of association between social isolation and the risk of incident HF was found only among individuals without loneliness (Ptrend < 0.001), but not among those with loneliness (Ptrend = 0.829). These associations were independent of the genetic risk of HF. CONCLUSIONS: Social isolation and loneliness were independently associated with a higher likelihood of incident HF regardless of genetic risk. The association between social isolation and incident HF was potentially modified by loneliness status.


Subject(s)
Heart Failure , Loneliness , Male , Humans , Middle Aged , Female , Cohort Studies , Heart Failure/epidemiology , Social Isolation , Risk Factors
5.
Rice (N Y) ; 15(1): 64, 2022 Dec 16.
Article in English | MEDLINE | ID: mdl-36522490

ABSTRACT

Rice kernel smut (RKS), caused by the fungus Tilletia horrida, has become a major disease in rice-growing areas worldwide, especially since the widespread cultivation of high-yielding hybrid rice varieties. The disease causes a significant yield loss during the production of rice male sterile lines by producing masses of dark powdery teliospores. This review mainly summarizes the pathogenic differentiation, disease cycle, and infection process of the T. horrida, as well as the decoding of the T. horrida genome, functional genomics, and effector identification. We highlight the identification and characterization of virulence-related pathways and effectors of T. horrida, which could foster a better understanding of the rice-T. horrida interaction and help to elucidate its pathogenicity molecular mechanisms. The multiple effective disease control methods for RKS are also discussed, included chemical fungicides, the mining of resistant rice germplasms/genes, and the monitoring and early warning signs of this disease in field settings.

6.
Int J Mol Sci ; 23(23)2022 Nov 25.
Article in English | MEDLINE | ID: mdl-36499087

ABSTRACT

The basidiomycete fungus Tilletia horrida causes rice kernel smut (RKS), a crucial disease afflicting hybrid-rice-growing areas worldwide, which results in significant economic losses. However, few studies have investigated the pathogenic mechanisms and functions of effectors in T. horrida. In this study, we found that the candidate effector ThSCSP_12 caused cell necrosis in the leaves of Nicotiana benthamiana. The predicted signal peptide (SP) of this protein has a secreting function, which is required for ThSCSP_12 to induce cell death. The 1- 189 amino acid (aa) sequences of ThSCSP_12 are sufficient to confer it the ability to trigger cell death in N. benthamiana. The expression of ThSCSP_12 was induced and up-regulated during T. horrida infection. In addition, we also found that ThSCSP_12 localized in both the cytoplasm and nucleus of plant cells and that nuclear localization of this protein is required to induce cell death. Furthermore, the ability of ThSCSP_12 to trigger cell death in N. benthamiana depends on the (RAR1) protein required for Mla12 resistance but not on the suppressor of the G2 allele of Skp1 (SGT1), heat shock protein 90 (HSP90), or somatic embryogenesis receptor-like kinase (SERK3). Crucially, however, ThSCSP_12 induced a defense response in N. benthamiana leaves; yet, the expression of multiple defense-related genes was suppressed in response to heterologous expression in host plants. To sum up, these results strongly suggest that ThSCSP_12 operates as an effector in T. horrida-host interactions.


Subject(s)
Basidiomycota , Ustilaginales , Plant Diseases/genetics , Plant Diseases/microbiology , Nicotiana/genetics , Nicotiana/microbiology , Cell Death
7.
Int J Mol Sci ; 23(23)2022 Nov 30.
Article in English | MEDLINE | ID: mdl-36499367

ABSTRACT

Tilletia horrida is a biotrophic basidiomycete fungus that causes rice kernel smut, one of the most significant diseases in hybrid rice-growing areas worldwide. Little is known about the pathogenic mechanisms and functions of effectors in T. horrida. Here, we performed functional studies of the effectors in T. horrida and found that, of six putative effectors tested, only ThSCSP_14 caused the cell death phenotype in epidermal cells of Nicotiana benthamiana leaves. ThSCSP_14 was upregulated early on during the infection process, and the encoded protein was secreted. The predicted signal peptide (SP) of ThSCSP_14 was required for its ability to induce the necrosis phenotype. Furthermore, the ability of ThSCSP_14 to trigger cell death in N. benthamiana depended on suppressing the G2 allele of Skp1 (SGT1), required for Mla12 resistance (RAR1), heat-shock protein 90 (HSP90), and somatic embryogenesis receptor-like kinase (SERK3). It is important to note that ThSCSP_14 induced a plant defense response in N. benthamiana leaves. Hence, these results demonstrate that ThSCSP_14 is a possible effector that plays an essential role in T. horrida-host interactions.


Subject(s)
Basidiomycota , Ustilaginales , Cysteine , Plant Diseases/microbiology , Nicotiana/genetics , Nicotiana/microbiology
8.
J Am Heart Assoc ; 11(20): e026536, 2022 10 18.
Article in English | MEDLINE | ID: mdl-36196897

ABSTRACT

Background We aimed to determine the associations of childhood maltreatment with incident heart failure in later life and explore the potentially modifying effects of genetic risk for heart failure on the associations. Methods and Results This cohort study included adults free of heart failure at baseline enrolled between 2006 and 2010 in the UK Biobank. Childhood maltreatment was retrospectively assessed with the online Childhood Trauma Screener in 2016. Five types of childhood maltreatment (range, 0-5), including physical abuse, physical neglect, emotional abuse, emotional neglect, and sexual abuse, were combined into a total score. A weighted polygenic risk score for heart failure was constructed. Incident all-cause heart failure was prospectively ascertained via hospital inpatient and death records, followed up to May 31, 2021. A total of 153 287 adults (mean [SD] age, 55.9 [7.7] years; 43.6% male) were included. Over a median of 12.2 years (interquartile range, 11.5-12.9 years) of follow-up, 2352 participants had incident heart failure. Childhood maltreatment was associated with a greater risk of incident heart failure in a dose-response manner. One additional type of childhood maltreatment was associated with a 15% increase in the risk of developing heart failure (hazard ratio [HR], 1.15 [95% CI, 1.07-1.23]). There was no statistically significant interaction between genetic risk and childhood maltreatment (Pinteraction=0.218). Among participants with high genetic risk, those with 3 to 5 types of childhood maltreatment had a double hazard (HR, 2.00 [95% CI, 1.43-2.80]) of developing heart failure when taking those without any childhood maltreatment as the reference. Conclusions Irrespective of genetic risk for heart failure, childhood maltreatment was associated with an increased risk of incident heart failure in a dose-dependent manner.


Subject(s)
Child Abuse , Heart Failure , Adult , Child , Humans , Male , Middle Aged , Female , Cohort Studies , Retrospective Studies , Surveys and Questionnaires , Risk Factors , Heart Failure/epidemiology , Heart Failure/genetics
9.
BMC Genomics ; 23(1): 343, 2022 May 03.
Article in English | MEDLINE | ID: mdl-35505282

ABSTRACT

BACKGROUND: The sustainable development of rice production is facing severe threats by a variety of pathogens, such as necrotrophic Rhizoctonia solani and hemibiotrophic Xanthomonas oryzae pv. oryzae (Xoo). Mining and applying resistance genes to increase the durable resistance of rice is an effective method that can be used to control these diseases. RESULTS: In this research, we isolated and characterized CYP716A16, which is a positive regulator of rice to R. solani AG1-IA and Xoo, and belongs to the cytochrome P450 (CYP450) protein 716A subfamily. Overexpression (OE) of CYP716A16 resulted in enhanced resistance to R. solani AG1-IA and Xoo, while RNA interference (RNAi) of CYP716A16 resulted in increased susceptibility compared with wild-type (WT) plants. Additionally, jasmonic acid (JA)-dependent defense responses and reactive oxygen species (ROS) were activated in the CYP716A16-OE lines after R. solani AG1-IA inoculation. The comparative transcriptomic and metabolomics analysis of CYP716A16-OE and the WT lines showed that OE of CYP716A16 activated the biosynthesis of flavonoids and increased the amounts of narcissoside, methylophiopogonanone A, oroxin A, and amentoflavone in plants. CONCLUSION: Based on these results, we suggest that JA-dependent response, ROS level, multiple resistance-related proteins, and flavonoid contents play an important role in CYP716A16-regulated R. solani AG1-IA and Xoo resistance. Our results broaden our knowledge regarding the function of a P450 protein 716A subfamily in disease resistance and provide new insight into the molecular mechanism of rice immune response.


Subject(s)
Oryza , Cytochrome P-450 Enzyme System/genetics , Cytochrome P-450 Enzyme System/metabolism , Disease Resistance/genetics , Oryza/metabolism , Plant Diseases/genetics , Reactive Oxygen Species/metabolism , Xanthomonas
10.
BMC Plant Biol ; 21(1): 255, 2021 Jun 03.
Article in English | MEDLINE | ID: mdl-34082694

ABSTRACT

BACKGROUND: Rice (Oryza sativa) bacterial leaf blight (BLB), caused by the hemibiotrophic Xanthomonas oryzae pv. oryzae (Xoo), is one of the most devastating diseases affecting the production of rice worldwide. The development and use of resistant rice varieties or genes is currently the most effective strategy to control BLB. RESULTS: Here, we used 259 rice accessions, which are genotyped with 2 888 332 high-confidence single nucleotide polymorphisms (SNPs). Combining resistance variation data of 259 rice lines for two Xoo races observed in 2 years, we conducted a genome-wide association study (GWAS) to identify quantitative trait loci (QTL) conferring plant resistance against BLB. The expression levels of genes, which contains in GWAS results were also identified between the resistant and susceptible rice lines by transcriptome analysis at four time points after pathogen inoculation. From that 109 candidate resistance genes showing significant differential expression between resistant and susceptible rice lines were uncovered. Furthermore, the haplotype block structure analysis predicted 58 candidate genes for BLB resistance based on Chr. 7_707158 with a minimum P-value (-log 10 P = 9.72). Among them, two NLR protein-encoding genes, LOC_Os07g02560 and LOC_Os07g02570, exhibited significantly high expression in the resistant line, but had low expression in the susceptible line of rice. CONCLUSIONS: Together, our results reveal novel BLB resistance gene resources, and provide important genetic basis for BLB resistance breeding of rice crops.


Subject(s)
Gene Expression Regulation, Plant , Genetic Predisposition to Disease , Genome-Wide Association Study , Oryza/genetics , Plant Diseases/microbiology , Transcriptome , Gene Expression Regulation, Plant/immunology , Genotype , Haplotypes , Plant Diseases/genetics , Polymorphism, Single Nucleotide , Quantitative Trait Loci
11.
Genomics ; 113(3): 1396-1406, 2021 05.
Article in English | MEDLINE | ID: mdl-33711454

ABSTRACT

Rice is one of the most important cereal crops, providing the daily dietary intake for approximately 50% of the global human population. Here, we re-sequenced 259 rice accessions, generating 1371.65 Gb of raw data. Furthermore, we performed genome-wide association studies (GWAS) on 13 agronomic traits using 2.8 million single nucleotide polymorphisms (SNPs) characterized in 259 rice accessions. Phenotypic data and best linear unbiased prediction (BLUP) values of each of the 13 traits over two years of each trait were used for the GWAS. The results showed that 816 SNP signals were significantly associated with the 13 agronomic traits. Then we detected candidate genes related to target traits within 200 kb upstream and downstream of the associated SNP loci, based on linkage disequilibrium (LD) blocks in the whole rice genome. These candidate genes were further identified through haplotype block constructions. This comprehensive study provides a timely and important genomic resource for breeding high yielding rice cultivars.


Subject(s)
Genome-Wide Association Study , Oryza , Genome, Plant , Humans , Linkage Disequilibrium , Oryza/genetics , Phenotype , Plant Breeding , Polymorphism, Single Nucleotide , Quantitative Trait Loci
12.
Plant Biotechnol J ; 19(8): 1553-1566, 2021 08.
Article in English | MEDLINE | ID: mdl-33600077

ABSTRACT

Rice sheath blight (RSB) is an economically significant disease affecting rice yield worldwide. Genetic resistance to RSB is associated with multiple minor genes, with each providing a minor phenotypic effect, but the underlying dominant resistance genes remain unknown. A genome-wide association study (GWAS) of 259 diverse rice varieties, with genotypes based on a single nucleotide polymorphism (SNP) and haplotype, was conducted to assess their sheath blight reactions at three developmental stages (seedlings, tillering and booting). A total of 653 genes were correlated with sheath blight resistance, of which the disease resistance protein RPM1 (OsRSR1) and protein kinase domain-containing protein (OsRLCK5) were validated by overexpression and knockdown assays. We further found that the coiled-coil (CC) domain of OsRSR1 (OsRSR1-CC) and full-length OsRLCK5 interacted with serine hydroxymethyltransferase 1 (OsSHM1) and glutaredoxin (OsGRX20), respectively. It was found that OsSHM1, which has a role in the reactive oxygen species (ROS) burst, and OsGRX20 enhanced the antioxidation ability of plants. A regulation model of the new RSB resistance though the glutathione (GSH)-ascorbic acid (AsA) antioxidant system was therefore revealed. These results enhance our understanding of RSB resistance mechanisms and provide better gene resources for the breeding of disease resistance in rice.


Subject(s)
Disease Resistance/genetics , Oryza , Plant Diseases/genetics , Genetic Association Studies , Oryza/genetics , Plant Breeding , Plant Diseases/microbiology , Plant Proteins/genetics , Rhizoctonia/pathogenicity
13.
Genomics ; 112(6): 5214-5226, 2020 11.
Article in English | MEDLINE | ID: mdl-32966859

ABSTRACT

Rice kernel smut (RKS), caused by the basidiomycete fungus Tilletia horrida, is one of the most devastating diseases affecting the production of male sterile lines of rice (Oryza sativa) worldwide. However, the molecular mechanisms of resistance to T. horrida have not yet been explored. In the present study, RNA sequencing analysis of rice male sterile lines, that are resistant and susceptible to RKS (Jiangcheng 3A and 9311A, respectively) was conducted after T. horrida infection. Transcriptomic analysis showed that a greater number of differentially expressed gene (DEGs) was observed in Jiangcheng 3A compared with 9311A after T. horrida inoculation. Furthermore, 4, 425 DEGs were uniquely detected in Jiangcheng 3A, and Gene Ontology (GO) and Kyoto Encyclopedia of Genes and Genomes (KEGG) analyses of these DEGs revealed that oxidoreductase activity, peroxidase activity, cutin, suberine and wax biosynthesis, and flavonoid biosynthesis were key pathways for T. horrida resistance. In summary and based on transcriptome analysis, we suggest a preliminary regulatory mechanism for Jiangcheng 3A cultivar resistance response to T. horrida inoculation.


Subject(s)
Basidiomycota , Disease Resistance/genetics , Oryza/genetics , Oryza/microbiology , Plant Diseases/genetics , Plant Diseases/microbiology , Biomass , Genes, Plant , Host-Pathogen Interactions/genetics , Metabolic Networks and Pathways , Nuclear Proteins/genetics , Nuclear Proteins/metabolism , Oryza/metabolism , Plant Growth Regulators , Plant Infertility , RNA-Seq , Salicylic Acid/metabolism , Signal Transduction , Transcription Factors/genetics , Transcription Factors/metabolism , Transcriptome
14.
BMC Plant Biol ; 19(1): 360, 2019 Aug 16.
Article in English | MEDLINE | ID: mdl-31419944

ABSTRACT

BACKGROUND: Tilletia horrida is a basidiomycete fungus that causes rice kernel smut, one of the most important rice diseases in hybrid rice growing areas worldwide. However, little is known about its mechanisms of pathogenicity. We previously reported the genome of T. horrida, and 597 genes that encoded secreted proteins were annotated. Among these were some important effector genes related to pathogenicity. RESULTS: A secretome analysis suggested that five Tilletia fungi shared more gene families than were found in other smuts, and there was high conservation between them. Furthermore, we screened 597 secreted proteins from the T. horrida genome, some of which induced expression in host-pathogen interaction processes. Through transient expression, we demonstrated that two putative effectors could induce necrosis phenotypes in Nicotiana benthamiana. These two encoded genes were up-regulated during early infection, and the encoded proteins were confirmed to be secreted using a yeast secretion system. For the putative effector gene smut_5844, a signal peptide was required to induce non-host cell death, whereas ribonuclease catalytic active sites were required for smut_2965. Moreover, both putative effectors could induce an immune response in N. benthamiana leaves. Interestingly, one of the identified potential host interactors of smut_5844 was laccase-10 protein (OsLAC10), which has been predicted to be involved in plant lignification and iron metabolism. CONCLUSIONS: Overall, this study identified two secreted proteins in T. horrida that induce cell death or are involved in defense machinery in non-host plants. This research provides a useful foundation for understanding the interaction between rice and T. horrida.


Subject(s)
Basidiomycota/growth & development , Cell Death , Fungal Proteins/genetics , Host-Pathogen Interactions/genetics , Nicotiana/microbiology , Basidiomycota/metabolism , Fungal Proteins/metabolism , Oryza/microbiology , Plant Diseases/microbiology , Nicotiana/physiology
15.
PLoS One ; 13(10): e0202309, 2018.
Article in English | MEDLINE | ID: mdl-30372430

ABSTRACT

The biotrophic soil-borne fungus Tilletia horrida causes rice kernel smut, an important disease affecting the production of rice male sterile lines in most hybrid rice growing regions of the world. There are no successful ways of controlling this disease and there has been little study of mechanisms of resistance to T. horrida. Based on transcriptional data of different infection time points, we found 23, 782 and 23, 718 differentially expressed genes (fragments per kilobase of transcript sequence per million, FPKM >1) in Jiangcheng 3A (resistant to T. horrida) and 9311A (susceptible to T. horrida), respectively. In order to illuminate the differential responses of the two rice male sterile lines to T. horrida, we identified gene co-expression modules using the method of weighted gene co-expression network analysis (WGCNA) and compared the different biological functions of gene co-expression networks in key modules at different infection time points. The results indicated that gene co-expression networks in the two rice genotypes were different and that genes contained in some modules of the two groups may play important roles in resistance to T. horrida, such as DTH8 and OsHop/Sti1a. Furthermore, these results provide a global view of the responses of two different phenotypes to T. horrida, and assist our understanding of the regulation of expression changes after T. horrida infection.


Subject(s)
Disease Resistance/genetics , Oryza/microbiology , Plant Diseases/microbiology , Ustilaginales/genetics , Gene Expression Regulation, Plant/genetics , Gene Regulatory Networks/genetics , Oryza/genetics , Plant Diseases/genetics , Plant Proteins/genetics , Ustilaginales/pathogenicity
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