Browsing by Author "Clarke, Christopher R."
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- Comparative genomics of Pseudomonas syringae pathovar tomato reveals novel chemotaxis pathways associated with motility and plant pathogenicityClarke, Christopher R.; Hayes, Byron W.; Runde, Brendan J.; Markel, Eric; Swingle, Bryan M.; Vinatzer, Boris A. (PeerJ, 2016-10-25)The majority of bacterial foliar plant pathogens must invade the apoplast of host plants through points of ingress, such as stomata or wounds, to replicate to high population density and cause disease. How pathogens navigate plant surfaces to locate invasion sites remains poorly understood. Many bacteria use chemical-directed regulation of flagellar rotation, a process known as chemotaxis, to move towards favorable environmental conditions. Chemotactic sensing of the plant surface is a potential mechanism through which foliar plant pathogens home in on wounds or stomata, but chemotactic systems in foliar plant pathogens are not well characterized. Comparative genomics of the plant pathogen Pseudomonas syringae pathovar tomato (Pto) implicated annotated chemotaxis genes in the recent adaptations of one Pto lineage. We therefore characterized the chemosensory system of Pto. The Pto genome contains two primary chemotaxis gene clusters, che1 and che2. The che2 cluster is flanked by flagellar biosynthesis genes and similar to the canonical chemotaxis gene clusters of other bacteria based on sequence and synteny. Disruption of the primary phosphorelay kinase gene of the che2 cluster, cheA2, eliminated all swimming and surface motility at 21 °C but not 28 °C for Pto. The che1 cluster is located next to Type IV pili biosynthesis genes but disruption of cheA1 has no observable effect on twitching motility for Pto. Disruption of cheA2 also alters in planta fitness of the pathogen with strains lacking functional cheA2 being less fit in host plants but more fit in a non-host interaction.
- Elucidating three novel mechanisms of Pseudomonas syringae pathogenicityClarke, Christopher R. (Virginia Tech, 2012-02-10)Pseudomonas syringae is an important bacterial plant pathogen that, as a species, is known to cause disease on hundreds of different plant species. However, any individual pathovar of P. syringae typically only causes disease on one or a few plant species, which constitute the host range of the pathovar. Plants are generally resistant to most pathogens primarily because the plant innate immune system is capable of recognizing conserved microbial-associated molecular patterns (MAMPs). Adapted pathovars of P. syringae secrete effector proteins through a Type Three Secretion System (T3SS) to suppress the immune response elicited by their MAMPs. However, secretion of effectors can also trigger a strong plant immune response if the plant harbors resistance proteins capable of recognizing the secreted effectors. Successful pathovars, therefore, must secrete a combination of effectors capable of suppressing MAMP/Pattern-Triggered Immunity (PTI) without eliciting Effector-Triggered Immunity. Here we identify several novel strategies employed by P. syringae to overcome the plant immune system and cause disease. First, we demonstrate that, in place of the canonical T3SS used by all known pathogens of P. syringae, several apparently nonpathogenic isolates of P. syringae employ a novel T3SS that is functional but not necessary for colonization of plants. Despite being closely related to pathogenic isolates of P. syringae, the isolates employing the noncanonical T3SS do not cause disease on any tested plants and instead appear to act more as commensal organisms. Second, we advance the understanding of PTI by identifying a second region of bacterial flagellin that triggers PTI in addition to the archetypical MAMP flg22, which is recognized by the archetypical plant receptor FLS2. This new elicitor, termed flgII-28, is also detected by FLS2 and appears to be under selection in very closely related lineages of P. syringae. Alleles of flagellin present in one recently expanded and agriculturally problematic lineage of P. syringae appear to trigger less PTI on their host plant, tomato, than the ancestral allele suggesting that avoidance of PTI through allelic diversity in MAMPs is an effective alternative strategy to suppression of PTI through delivery of effectors. Finally, we start to elucidate a role for chemotaxis (chemical-directed movement) in P. syringae pathogenicity. Not only is chemotaxis required for pathogenicity of P. syringae on plants, but it also appears to contribute to delimiting the host range of several P. syringae pathovars. These results highlight that additional aspects of P. syringae pathogenicity, such as chemotaxis, can directly contribute to defining the host range of individual P. syringae pathovars. The current paradigm of P. syringae pathogenicity posits that MAMPS and the repertoire of effector proteins are the primary determinant of the host range of any P. syringae pathovar; in contrast these results inspire a more nuanced view of pathogenicity that considers multiple aspects of the infection process.
- Herbicide injury induces DNA methylome alterations in ArabidopsisKim, Gunjune; Clarke, Christopher R.; Larose, Hailey; Tran, Hong T.; Haak, David C.; Zhang, Liqing; Askew, Shawn D.; Barney, Jacob; Westwood, James H. (2017-07)The emergence of herbicide-resistant weeds is a major threat facing modern agriculture. Over 470 weedy-plant populations have developed resistance to herbicides. Traditional evolutionary mechanisms are not always sufficient to explain the rapidity with which certain weed populations adapt in response to herbicide exposure. Stress-induced epigenetic changes, such as alterations in DNA methylation, are potential additional adaptive mechanisms for herbicide resistance. We performed methylC sequencing of Arabidopsis thaliana leaves that developed after either mock treatment or two different sub-lethal doses of the herbicide glyphosate, the most-used herbicide in the history of agriculture. The herbicide injury resulted in 9,205 differentially methylated regions (DMRs) across the genome. In total, 5,914 of these DMRs were induced in a dose-dependent manner, wherein the methylation levels were positively correlated to the severity of the herbicide injury, suggesting that plants can modulate the magnitude of methylation changes based on the severity of the stress. Of the 3,680 genes associated with glyphosateinduced DMRs, only 7% were also implicated in methylation changes following biotic or salinity stress. These results demonstrate that plants respond to herbicide stress through changes in methylation patterns that are, in general, dose-sensitive and, at least partially, stress-specific.
- Herbicide injury induces DNA methylome alterations in ArabidopsisKim, Gunjune; Clarke, Christopher R.; Larose, Hailey; Tran, Hong T.; Haak, David C.; Zhang, Liqing; Askew, Shawn D.; Barney, Jacob; Westwood, James H. (PeerJ, 2017-07-20)The emergence of herbicide-resistant weeds is a major threat facing modern agriculture. Over 470 weedy-plant populations have developed resistance to herbicides. Traditional evolutionary mechanisms are not always sufficient to explain the rapidity with which certain weed populations adapt in response to herbicide exposure. Stress-induced epigenetic changes, such as alterations in DNA methylation, are potential additional adaptive mechanisms for herbicide resistance. We performed methylC sequencing of Arabidopsis thaliana leaves that developed after either mock treatment or two different sub-lethal doses of the herbicide glyphosate, the most-used herbicide in the history of agriculture. The herbicide injury resulted in 9,205 differentially methylated regions (DMRs) across the genome. In total, 5,914 of these DMRs were induced in a dose-dependent manner, wherein the methylation levels were positively correlated to the severity of the herbicide injury, suggesting that plants can modulate the magnitude of methylation changes based on the severity of the stress. Of the 3,680 genes associated with glyphosate-induced DMRs, only 7% were also implicated in methylation changes following biotic or salinity stress. These results demonstrate that plants respond to herbicide stress through changes in methylation patterns that are, in general, dose-sensitive and, at least partially, stress-specific.
- Horizontal gene transfer is more frequent with increased heterotrophy and contributes to parasite adaptationYang, Zhenzhen; Zhang, Yeting; Wafula, Eric K.; Honaas, Loren A.; Ralph, Paula E.; Jones, Sam; Clarke, Christopher R.; Liu, Siming; Su, Chun; Zhang, Huiting; Altman, Naomi S.; Schuster, Stephan C.; Timko, Michael P.; Yoder, John I.; Westwood, James H.; dePamphilis, Claude W. (2016-11-08)Horizontal gene transfer (HGT) is the transfer of genetic material across species boundaries and has been a driving force in prokaryotic evolution. HGT involving eukaryotes appears to bemuch less frequent, and the functional implications of HGT in eukaryotes are poorly understood. We test the hypothesis that parasitic plants, because of their intimate feeding contacts with host plant tissues, are especially prone to horizontal gene acquisition. We sought evidence of HGTs in transcriptomes of three parasitic members of Orobanchaceae, a plant family containing species spanning the full spectrum of parasitic capabilities, plus the free-living Lindenbergia. Following initial phylogenetic detection and an extensive validation procedure, 52 high-confidence horizontal transfer events were detected, often from lineages of known host plants and with an increasing number of HGT events in species with the greatest parasitic dependence. Analyses of intron sequences in putative donor and recipient lineages provide evidence for integration of genomic fragments far more often than retro-processed RNA sequences. Purifying selection predominates in functionally transferred sequences, with a small fraction of adaptively evolving sites. HGT-acquired genes are preferentially expressed in the haustorium-the organ of parasitic plants-and are strongly biased in predicted gene functions, suggesting that expression products of horizontally acquired genes are contributing to the unique adaptive feeding structure of parasitic plants.
- Identification of Differentially Methylated Sites with Weak Methylation EffectsTran, Hong T.; Zhu, Hongxiao; Wu, Xiaowei; Kim, Gunjune; Clarke, Christopher R.; Larose, Hailey; Haak, David C.; Askew, Shawn D.; Barney, Jacob; Westwood, James H.; Zhang, Liqing (MDPI, 2018-02-08)Deoxyribonucleic acid (DNA) methylation is an epigenetic alteration crucial for regulating stress responses. Identifying large-scale DNA methylation at single nucleotide resolution is made possible by whole genome bisulfite sequencing. An essential task following the generation of bisulfite sequencing data is to detect differentially methylated cytosines (DMCs) among treatments. Most statistical methods for DMC detection do not consider the dependency of methylation patterns across the genome, thus possibly inflating type I error. Furthermore, small sample sizes and weak methylation effects among different phenotype categories make it difficult for these statistical methods to accurately detect DMCs. To address these issues, the wavelet-based functional mixed model (WFMM) was introduced to detect DMCs. To further examine the performance of WFMM in detecting weak differential methylation events, we used both simulated and empirical data and compare WFMM performance to a popular DMC detection tool methylKit. Analyses of simulated data that replicated the effects of the herbicide glyphosate on DNA methylation in Arabidopsis thaliana show that WFMM results in higher sensitivity and specificity in detecting DMCs compared to methylKit, especially when the methylation differences among phenotype groups are small. Moreover, the performance of WFMM is robust with respect to small sample sizes, making it particularly attractive considering the current high costs of bisulfite sequencing. Analysis of empirical Arabidopsis thaliana data under varying glyphosate dosages, and the analysis of monozygotic (MZ) twins who have different pain sensitivities—both datasets have weak methylation effects of <1%—show that WFMM can identify more relevant DMCs related to the phenotype of interest than methylKit. Differentially methylated regions (DMRs) are genomic regions with different DNA methylation status across biological samples. DMRs and DMCs are essentially the same concepts, with the only difference being how methylation information across the genome is summarized. If methylation levels are determined by grouping neighboring cytosine sites, then they are DMRs; if methylation levels are calculated based on single cytosines, they are DMCs.
- Multiple immunity-related genes control susceptibility of Arabidopsis thaliana to the parasitic weed Phelipanche aegyptiacaClarke, Christopher R.; Park, So-Yon; Tuosto, Robert; Jia, Xiaoyan; Yoder, Amanda; Van Mullekom, Jennifer H.; Westwood, James H. (2020-06-08)Parasitic weeds represent a major threat to agricultural production across the world. Little is known about which host genetic pathways determine compatibility for any host-parasitic plant interaction. We developed a quantitative assay to characterize the growth of the parasitic weed Phelipanche aegyptiaca on 46 mutant lines of the host plant Arabidopsis thaliana to identify host genes that are essential for susceptibility to the parasite. A. thaliana host plants with mutations in genes involved in jasmonic acid biosynthesis/signaling or the negative regulation of plant immunity were less susceptible to P. aegyptiaca parasitization. In contrast, A. thaliana plants with a mutant allele of the putative immunity hub gene Pfd6 were more susceptible to parasitization. Additionally, quantitative PCR revealed that P. aegyptiaca parasitization leads to transcriptional reprograming of several hormone signaling pathways. While most tested A. thaliana lines were fully susceptible to P. aegyptiaca parasitization, this work revealed several host genes essential for full susceptibility or resistance to parasitism. Altering these pathways may be a viable approach for limiting host plant susceptibility to parasitism.
- The Plant Pathogen Pseudomonas syringae pv. tomato Is Genetically Monomorphic and under Strong Selection to Evade Tomato ImmunityCai, Rongman; Lewis, James; Yan, Shuangchun; Clarke, Christopher R.; Campanile, Francesco; Almeida, Nalvo F.; Studholme, David J.; Lindeberg, Magdalen; Schneider, David; Zaccardelli, Massimo; Setubal, João C.; Morales-Lizcano, Nadia P.; Bernal, Adriana; Coaker, Gitta; Baker, Christy; Bender, Carol L.; Leman, Scotland C.; Vinatzer, Boris A. (PLOS Pathogens, 2011-08-25)Recently, genome sequencing of many isolates of genetically monomorphic bacterial human pathogens has given new insights into pathogen microevolution and phylogeography. Here, we report a genome-based micro-evolutionary study of a bacterial plant pathogen, Pseudomonas syringae pv. tomato. Only 267 mutations were identified between five sequenced isolates in 3,543,009 nt of analyzed genome sequence, which suggests a recent evolutionary origin of this pathogen. Further analysis with genome-derived markers of 89 world-wide isolates showed that several genotypes exist in North America and in Europe indicating frequent pathogen movement between these world regions. Genome-derived markers and molecular analyses of key pathogen loci important for virulence and motility both suggest ongoing adaptation to the tomato host. A mutational hotspot was found in the type III-secreted effector gene hopM1. These mutations abolish the cell death triggering activity of the full-length protein indicating strong selection for loss of function of this effector, which was previously considered a virulence factor. Two non-synonymous mutations in the flagellin-encoding gene fliC allowed identifying a new microbe associated molecular pattern (MAMP) in a region distinct from the known MAMP flg22. Interestingly, the ancestral allele of this MAMP induces a stronger tomato immune response than the derived alleles. The ancestral allele has largely disappeared from today’s Pto populations suggesting that flagellin-triggered immunity limits pathogen fitness even in highly virulent pathogens. An additional non-synonymous mutation was identified in flg22 in South American isolates. Therefore, MAMPs are more variable than expected differing even between otherwise almost identical isolates of the same pathogen strain.