Jeff H. Chang’s research while affiliated with Oregon State University and other places

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Publications (223)


Intraspecific Variation and Recent Loss of Ancient, Conserved Effector Genes in the Sudden Oak Death Pathogen Phytophthora ramorum
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January 2025

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54 Reads

Molecular Plant-Microbe Interactions

Nicholas C Cauldron

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Alexandra J Weisberg

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Niklaus J Grünwald

Members of the Phytophthora genus are responsible for many important diseases in agricultural and natural ecosystems. Phytophthora ramorum causes devastating diseases of oak, and tanoak stands in US forests and larch in the UK. The four evolutionary lineages involved express different virulence phenotypes on plant hosts, and characterization of gene content is foundational to understanding the basis for these differences. Recent discovery of P. ramorum at its candidate center of origin in Asia provides a new opportunity for investigating the evolutionary history of the species. We assembled, high-quality genome sequences of six P. ramorum isolates representing three lineages from Asia and three causing epidemics in western US forests. The six genomes were assembled into 13 putative chromosomes. Analysis of structural variation revealed multiple chromosome fusion and fission events. Analysis of putative virulence genes revealed variations in effector gene composition among the sequenced lineages. We further characterized their evolutionary history and inferred a contraction of crinkler-encoding genes in the subclade of Phytophthora containing P. ramorum. There were losses of multiple families and a near complete loss of paralogs in the largest core crinkler family in the ancestor of P. ramorum and sister species P. lateralis. Secreted glycoside hydrolase enzymes showed a similar degree of variation in abundance among genomes of P. ramorum lineages as that observed among several Phytophthora species. We found plasticity among genomes from multiple lineages in a Phytophthora species and provide insights into the evolutionary history of a class of anciently conserved effector genes.


Representatives of actinobacteria isolated from caves in Bahadurkhel, District Karak Pakistan. A–H Morphology of SNK 21, SNK 202, SNK 203, SNK 220, SNK 250, SNK 256, SNK 310, and SNK 329, respectively. I–P Gram staining of SNK 21, SNK 202, SNK 203, SNK 220, SNK 250, SNK 256, SNK 310, and SNK 329, respectively
Antibacterial activity tests of the EtOAc extracts from the culture broths of 30 selected cave bacterial isolates
Metabolomic analysis of isolates SNK 21, SNK 202, and SNK 329. A Molecular network from the EtOAc extract of SNK 21. B Molecular network from the EtOAc extract of SNK 202. C Molecular network from the EtOAc extract of SNK 329
Circular genome of selected strains. AStreptomyces sp. SNK 21. BStreptomyces sp. SNK 202. CStreptomyces sp. SNK 329, the corresponding legends are also shown in respective colors
Isolation, antibacterial activity, and characterization of secondary metabolites from Streptomyces sp. SNK 21. A HPLC chromatogram of SNK 21. Peaks were detected at 260 nm. B Agar diffusion assay of the purified compounds against S. enterica, B. subtilis, S. aureus, and E. coli. Positive control ( +), apramycin; negative control (–), MeOH. C HR-ESI–MS/MS of peak 3. D HR-ESI–MS/MS of peak 4. E Proposed fragmentation of actinomycin D and its isomer
Genomic, Molecular Networking–Based Metabolomic, and Bioactivity Profiling of Actinobacteria from Undisturbed Caves in Pakistan
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  • Publisher preview available

January 2025

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144 Reads

Applied Biochemistry and Biotechnology

Caves are a unique ecosystem that harbor diverse microorganisms, and provide a challenging environment to the dwelling microbial communities, which may boost gene expression and can lead to the production of inimitable bioactive natural products. In this study, we obtained 59 actinobacteria from four different caves located in Bahadurkhel, District Karak, Pakistan. On the basis of taxonomic characteristics, 30 isolates were selected and screened for secondary metabolites production and bioactivity profiling. The extracts of all the isolates exhibited promising antibacterial activity against several pathogenic bacteria, with the best outcome seen in the extract of isolate SNK 21. The metabolomic analysis of the extracts by LC–MS/MS-based molecular networking and whole genome sequencing (WGS) followed by antiSMASH analysis revealed the presence of diverse secondary metabolites and biosynthetic gene clusters (BGCs) in SNK 21. Purification of compounds by manual chromatography, HPLC, and characterization by NMR, HR-MS, led to the identification of the active compounds, actinomycin D and its isomer. In addition, metabolomic analysis and genome mining of morphologically distinct isolates, SNK 202 and SNK 329, also showed diverse secondary metabolites and BGCs, underscoring the potential of actinobacteria from undisturbed caves in Pakistan as a new source of bioactive compounds.

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Canker and Dieback of Alnus rubra Is Caused by Lonsdalea quercina

October 2024

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18 Reads

Phytopathology

Understanding the ecology of pathogens is important for disease management. Recently a devastating canker disease was found on red alder (Alnus rubra) planted as landscape trees. Bacteria were isolated from two groups of symptomatic trees located approximately 1 kilometer apart and one strain from each group was used to complete Koch’s postulates. Results showed that these bacteria can not only cause disease on red alder but also on two other alder species. Unexpectedly, analyses of genome sequences of bacterial strains identified them as Lonsdalea quercina, a pathogenic species previously known to cause dieback of oak species, but not alder. Additionally, a core genome phylogeny clustered bacterial strains isolated from red alder within a subclade of L. quercina strains isolated from symptomatic oak trees. Consistent with the close phylogenetic relationship, there was no obvious evidence for divergence in genome composition of strains isolated from red alder and oak. Altogether, findings indicate that L. quercina is a potential threat to Alnus species.


Sample origin and distribution of identified cgMLST types (CT), sequence types (ST), and clonal complexes (CC). Samples were collected from foods, food contact surfaces (FCS) or non-food contact surfaces (NFCS).
Minimum spanning network (MSN) of whole genome SNP differences identified among the 88 Listeria monocytogenes isolates collected from BC dairy facilities. Nodes represent genotypes [defined based on a threshold of <16 pairwise SNP differences (Weisberg et al., 2021; Iruegas-Bocardo et al., 2022)]. Node sizes are proportional to the number of isolates belonging to the genotype. Node colors indicate facility from which the isolates were collected. Branch color and numbers indicate the number of pairwise SNP differences between genotypes (i.e., darker colors indicate fewer differences). Gray background shows isolates belonging to lineage I, whereas the white background shows isolates belonging to lineage II. Dotted orange line highlights isolates belonging to ST11.
Presence of genetic elements associated with virulence and stress response in L. monocytogenes isolates recovered from dairy facilities. The phylogenetic tree, based on SNP data, was obtained using IQ-TREE version 1.6.12 with the parameters -bb 1000 and -alrt 1000. Shaded boxes indicate the presence of the genetic element; white boxes indicate the absence of the genetic element; x indicates insertion(s) or deletion(s) identified within the respective gene or genetic element. No premature stop codons (PMSCs) were identified in any genes containing insertions or deletions. Genetic elements with different colored boxes have differing genetic functions.
Genomic characterization of Listeria monocytogenes recovered from dairy facilities in British Columbia, Canada from 2007 to 2017

March 2024

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52 Reads

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6 Citations

Listeria monocytogenes is a foodborne pathogen of concern in dairy processing facilities, with the potential to cause human illness and trigger regulatory actions if found in the product. Monitoring for Listeria spp. through environmental sampling is recommended to prevent establishment of these microorganisms in dairy processing environments, thereby reducing the risk of product contamination. To inform on L. monocytogenes diversity and transmission, we analyzed genome sequences of L. monocytogenes strains (n = 88) obtained through the British Columbia Dairy Inspection Program. Strains were recovered from five different dairy processing facilities over a 10 year period (2007–2017). Analysis of whole genome sequences (WGS) grouped the isolates into nine sequence types and 11 cgMLST types (CT). The majority of isolates (93%) belonged to lineage II. Within each CT, single nucleotide polymorphism (SNP) differences ranged from 0 to 237 between isolates. A highly similar (0–16 SNPs) cluster of over 60 isolates, collected over 9 years within one facility (#71), was identified suggesting a possible persistent population. Analyses of genome content revealed a low frequency of genes associated with stress tolerance, with the exception of widely disseminated cadmium resistance genes cadA1 and cadA2. The distribution of virulence genes and mutations within internalin genes varied across the isolates and facilities. Further studies are needed to elucidate their phenotypic effect on pathogenicity and stress response. These findings demonstrate the diversity of L. monocytogenes isolates across dairy facilities in the same region. Findings also showed the utility of using WGS to discern potential persistence events within a single facility over time.


Open Access and Reproducibility in Plant Pathology Research: Guidelines and Best Practices

February 2024

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112 Reads

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3 Citations

Phytopathology

The landscape of scientific publishing is experiencing a transformative shift towards open access (OA), a paradigm that mandates the availability of research outputs such as data, code, materials, and publications. OA provides increased reproducibility and allows for reuse of these resources. This article provides guidance for best publishing practices of scientific research, data, and associated resources, including code, in APS journals. Key areas such as diagnostic assays, experimental design, data sharing, and code deposition are explored in detail. This guidance is in line with those observed by other leading journals. We hope the information assembled in this paper will raise awareness of best practices and enable greater appraisal of the true effects of biological phenomena in plant pathology.



Diverse mobile genetic elements shaped the evolution of Streptomyces virulence

November 2023

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53 Reads

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4 Citations

Microbial Genomics

Mobile genetic elements can innovate bacteria with new traits. In plant pathogenic Streptomyces, frequent and recent acquisition of integrative and conjugative or mobilizable genetic elements is predicted to lead to the emergence of new lineages that gained the capacity to synthesize Thaxtomin, a phytotoxin neccesary for induction of common scab disease on tuber and root crops. Here, we identified components of the Streptomyces -potato pathosystem implicated in virulence and investigated them as a nested and interacting system to reevaluate evolutionary models. We sequenced and analysed genomes of 166 strains isolated from over six decades of sampling primarily from field-grown potatoes. Virulence genes were associated to multiple subtypes of genetic elements differing in mechanisms of transmission and evolutionary histories. Evidence is consistent with few ancient acquisition events followed by recurrent loss or swaps of elements carrying Thaxtomin A-associated genes. Subtypes of another genetic element implicated in virulence are more distributed across Streptomyces . However, neither the subtype classification of genetic elements containing virulence genes nor taxonomic identity was predictive of pathogenicity on potato. Last, findings suggested that phytopathogenic strains are generally endemic to potato fields and some lineages were established by historical spread and further dispersed by few recent transmission events. Results from a hierarchical and system-wide characterization refine our understanding by revealing multiple mechanisms that gene and bacterial dispersion have had on shaping the evolution of a Gram-positive pathogen in agricultural settings.


Genetically refactored Agrobacterium-mediated transformation

October 2023

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154 Reads

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2 Citations

Members of Agrobacterium are costly plant pathogens while also essential tools for plant transformation. Though Agrobacterium-mediated transformation (AMT) has been heavily studied, its polygenic nature and its complex transcriptional regulation make identifying the genetic basis of transformational efficiency difficult through traditional genetic and bioinformatic approaches. Here we use a bottom-up synthetic approach to systematically refactor the tumor-inducing plasmid, wherein the majority of AMT machine components are encoded, into a minimal set of genes capable of plant and fungal transformation that is both controllable and orthogonal to its environment. We demonstrate that engineered vectors can be transferred to new heterologous bacteria, enabling them to transform plants. Our reductionist approach demonstrates how bottom-up engineering can be used to dissect and elucidate the genetic underpinnings of complex biological traits, and may lead to the development of strains of bacteria more capable of transforming recalcitrant plant species of societal importance.



Phylogeny of the three main lineages of agrobacteria. Outgroups for the main groups in Proteobacteria are shown. Within Alphaproteobacteria, representative strains of agrobacteria were selected for each lineage based on their ability to grow in rich and minimal growth media, susceptibility to antibiotics, and oncogenic plasmid. Branch lengths are not to scale. The tip of the tree shows strains selected to represent the three main lineages of agrobacteria, their taxonomic classification, and oncogenic plasmids.
Accurate TSS identification through parameter optimization and validation. (a) Classification of TSSs relative to the CDS. (b) Overall TSS counts using default and optimized parameters. (c) Overlap of TSS counts between the default and optimized data sets. (d) Overall TSS counts in the optimized data set and existing data set that were previously reported by Wilms et al. (e) Overlap of TSS counts in the optimized and existing data sets.
Comprehensive genome-wide TSS identification across replicons, growth conditions, and operons. (a) TSS counts by class across A. fabrum C58, R. rhizogenes C16/80, and A. vitis T60/94. (b) Overlap of TSS counts by growth conditions for A. fabrum C58. (c) TSS class by replicons A. fabrum C58. The concentric rings show TSS within a 10-kb window for chromosomes and 1 kb for plasmids for primary TSS (blue), secondary TSS (green), internal TSS (red), antisense TSS (orange), and orphan TSS (black). (d) TSS by growth condition across replicons for A. fabrum C58 for MOPS + glucose (blue), MOPS + succinate (green), MGYS + induction (red), MGYS in logarithmic phase (orange), and MGYS in stationary phase (black). (e) Predicted operon coverage for A. fabrum C58 with (green) and without (red) an identified primary TSS. There is incomplete coverage of the pAt plasmid due to a common deletion.
5' UTR and promoter structures are largely conserved across agrobacteria. (a) Primary and secondary TSS per gene across A. fabrum C58, R. rhizogenes C16/80, and A. vitis T60/94. (b) 5' UTR length distribution across A. fabrum C58, R. rhizogenes C16/80, and A. vitis T60/94 calculated as the distance between primary TSS and the CDS start. (c) Sequence logos of promoters across A. fabrum C58, R. rhizogenes C16/80, and A. vitis T60/94 defined as 50 bases upstream of the TSS where position 0 corresponds to the primary TSS, (d) conservation of primary TSS across orthologous clusters.
TSS identification uncovers the transcriptional regulation of the cell cycle across agrobacteria. (a) Overlap of primary and secondary TSS by ortholog across A. fabrum C58, R. rhizogenes C16/80, and A. vitis T60/94. (b) Primary and secondary TSS distribution upstream of CDS orthologs controlled by cell cycle regulators. The gray box indicates the corresponding binding motif for SciP or CtrA across A. fabrum C58, R. rhizogenes C16/80, and A. vitis T60/94.
Transcriptome architecture of the three main lineages of agrobacteria

July 2023

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154 Reads

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1 Citation

Agrobacteria are a diverse, polyphyletic group of prokaryotes with multipartite genomes capable of transferring DNA into the genomes of host plants, making them an essential tool in plant biotechnology. Despite their utility in plant transformation, genome-wide transcriptional regulation is not well understood across the three main lineages of agrobacteria. Transcription start sites (TSSs) are a necessary component of gene expression and regulation. In this study, we used differential RNA-seq and a TSS identification algorithm optimized on manually annotated TSS, then validated with existing TSS to identify thousands of TSS with nucleotide resolution for representatives of each lineage. We extend upon the 356 TSSs previously reported in Agrobacterium fabrum C58 by identifying 1,916 TSSs. In addition, we completed genomes and phenotyping of Rhizobium rhizogenes C16/80 and Allorhizobium vitis T60/94, identifying 2,650 and 2,432 TSSs, respectively. Parameter optimization was crucial for an accurate, high-resolution view of genome and transcriptional dynamics, highlighting the importance of algorithm optimization in genome-wide TSS identification and genomics at large. The optimized algorithm reduced the number of TSSs identified internal and antisense to the coding sequence on average by 90.5% and 91.9%, respectively. Comparison of TSS conservation between orthologs of the three lineages revealed differences in cell cycle regulation of ctrA as well as divergence of transcriptional regulation of chemotaxis-related genes when grown in conditions that simulate the plant environment. These results provide a framework to elucidate the mechanistic basis and evolution of pathology across the three main lineages of agrobacteria. IMPORTANCE Transcription start sites (TSSs) are fundamental for understanding gene expression and regulation. Agrobacteria, a group of prokaryotes with the ability to transfer DNA into the genomes of host plants, are widely used in plant biotechnology. However, the genome-wide transcriptional regulation of agrobacteria is not well understood, especially in less-studied lineages. Differential RNA-seq and an optimized algorithm enabled identification of thousands of TSSs with nucleotide resolution for representatives of each lineage. The results of this study provide a framework for elucidating the mechanistic basis and evolution of pathology across the three main lineages of agrobacteria. The optimized algorithm also highlights the importance of parameter optimization in genome-wide TSS identification and genomics at large.


Citations (59)


... This is attributed to the acquisition of new genes, often linked to mobile genetic elements such as conjugative plasmids and/or conjugative transposons, which are commonly found in various bacterial genera [17]. Several genetic determinants of tetracycline resistance have been characterized in L. monocytogenes strains [4,35]. The presence of antimicrobial resistance genes, particularly those related to tetracycline resistance, underscores the critical need for continuous monitoring of antimicrobial resistance in L. monocytogenes strains [9]. ...

Reference:

High-pressure processing (HPP) alters tetracycline resistance in Listeria monocytogenes: A phenotypic and genotypic study
Genomic characterization of Listeria monocytogenes recovered from dairy facilities in British Columbia, Canada from 2007 to 2017

... Plant pathology is a critical discipline that significantly impacts food security and safety, and research in plant pathology is thriving. Grünwald et al. (2024) discuss open access (OA) and how to publish scientific data to improve the Findability, Accessibility, Interoperability, and Reuse (FAIR) of digital assets in plant pathology, and the benefits and potential challenges of OA. The authors also provide guidance for best publishing practices of scientific research, data, and associated resources, including diagnostic assays, experimental design, data and material sharing, and code deposition. ...

Open Access and Reproducibility in Plant Pathology Research: Guidelines and Best Practices
  • Citing Article
  • February 2024

Phytopathology

... Oryza sativa (rice) is a major staple food in many world regions, globally cultivated and feeding approximately half of the world population [1]. It is very popular and crucial for food security in developing and advanced nations, accounting for a sizeable amount These MGEs facilitate the horizontal transfer of passenger genes such as virulence and AR genes in phytopathogens [23], fostering intra-specific evolution and adaptability to host environment demands [24,25]. Previous studies have established significant variation and divergent evolution among its population [26]. ...

Diverse mobile genetic elements shaped the evolution of Streptomyces virulence

Microbial Genomics

... These results suggest that the mechanism by which ternary helper vectors increase the transformation frequency is at least partially related to virulence gene dosage. This does not exclude any additional synergy in combining vir genes from different Ti plasmids, which will be interesting to study for example using minimal synthetic Ti plasmids (Thompson et al., 2023). Application of the pVS1-VIR2 ternary vector system resulted in an increased number of cells per embryo expressing the T-DNA GUSint reporter gene, but also in more embryos that show any GUSint expression. ...

Genetically refactored Agrobacterium-mediated transformation

... It was also predicted that legume domestication and breeding for high input farming systems might have inadvertently produced legume genotypes which are more dependent on soil N than on symbiotic N fixation. This can lead to alteration of host-bacteria compatibility, plantassociated microbiomes and the ability of the host to select for highly efficient bacterial partners (Turcotte et al. 2017;Liu et al. 2020;Porter and Sachs 2020;Rahman et al. 2023). For example, after testing 80 Rhizobium leguminosarum bv. ...

Competitive interference among rhizobia reduces benefits to hosts
  • Citing Article
  • September 2023

Current Biology

... However, our study also highlights important research gaps. While our study was limited to single rhizobial monocultures, in nature, various rhizobial strains compete to form nodules, and this inter-strain competition can affect both N fixation and plant performance (Batstone et al., 2023;Burghardt & diCenzo, 2023;Mendoza-Su arez et al., 2020;Rahman et al., 2023). Therefore, it would be valuable to consider whether providing plants with a community of rhizobia would influence their response to herbicide stress in ways that could not be predicted from their interactions with individual community members. ...

Competitive interference among rhizobia reduces benefits to hosts
  • Citing Article
  • July 2023

Current Biology

... MGE movements cause gains or losses of function and/or regulatory shifts (19,20) that should scale and diversify with the number of such movements (Fig. 1B). The wider an MGE's host range is, the greater is its range of partners-both hosts and other MGEs-for exchanging genetic modules (21). But which genes are affected, and what are the consequences? ...

Mobile Genetic Element Flexibility as an Underlying Principle to Bacterial Evolution
  • Citing Article
  • July 2023

Annual Review of Microbiology

... Nevertheless, recent advances in DNA-sequencing technologies have allowed rapid and affordable microbial genome sequencing, resulting in large genomic data that reveal the potential of Streptomyces to produce many more bioactive compounds. Each strain of Streptomyces contains more than 17 secondary metabolite biosynthetic gene clusters (BGCs) [4][5][6][7], but only a few of them are expressed to produce secondary metabolites at a detectable level when cultivated under normal laboratory culture conditions [8]. Consequently, many of the metabolites encoded by those BGCs are still unknown. ...

Genome features and secondary metabolite potential of the marine symbiont Streptomyces sp. RS2

Archives of Microbiology

... The molecular mechanism by which the bacterium induces crown gall has been elucidated over the years. The results are briefly summarized in the following section, with references to reviews for further reading [1][2][3][4][5][6][7][8][9]. Crown galls are characterized by the presence of unusual compounds called opines, which are not found in normal plant cells or in Agrobacterium [1]. ...

Virulence and Ecology of Agrobacteria in the Context of Evolutionary Genomics
  • Citing Article
  • May 2023

Annual Review of Phytopathology