Steven E. Lindow’s research while affiliated with University of California, Berkeley and other places

What is this page?


This page lists works of an author who doesn't have a ResearchGate profile or hasn't added the works to their profile yet. It is automatically generated from public (personal) data to further our legitimate goal of comprehensive and accurate scientific recordkeeping. If you are this author and want this page removed, please let us know.

Publications (321)


Figure 5. Optical density readings for wild-type strain Temecula. OD595 abundance of crystal violet retained in biofilm cells attached to glass culture tubes after addition of BDSF analogues (blue bars). OD600 abundance of planktonic cells remaining in suspension after addition of BDSF analogues (yellow bars). The error bars represent the standard deviations of the means.
BDSF Analogues Inhibit Quorum Sensing-Regulated Biofilm Production in Xylella fastidiosa
  • Article
  • Full-text available

December 2024

·

10 Reads

·

1 Citation

Conor Horgan

·

·

Michelle O’Driscoll

·

[...]

·

Xylella fastidiosa is an aerobic, Gram-negative bacterium that is responsible for many plant diseases. The bacterium is the causal agent of Pierce’s disease in grapes and is also responsible for citrus variegated chlorosis, peach phony disease, olive quick decline syndrome and leaf scorches of various species. The production of biofilm is intrinsically linked with persistence and transmission in X. fastidiosa. Biofilm formation is regulated by members of the Diffusible Signal Factor (DSF) quorum sensing signalling family which are comprised of a series of long chain cis-unsaturated fatty acids. This article describes the evaluation of a library of N-acyl sulfonamide bioisosteric analogues of BDSF, XfDSF1 and XfDSF2 for their ability to control biofilm production in X. fastidiosa. The compounds were screened against both the wild-type strain Temecula and an rpfF* mutant which can perceive but not produce XfDSF. Planktonic cell abundance was measured via OD600 while standard crystal violet assays were used to determine biofilm biomass. Several compounds were found to be effective biofilm inhibitors depending on the nature of the sulfonamide substituent. The findings reported here may provide future opportunities for biocontrol of this important plant pathogen.

Download

Phylogenomic analyses and comparative genomics of Pseudomonas syringae associated with almond (Prunus dulcis) in California

April 2024

·

141 Reads

·

2 Citations

We sequenced and comprehensively analysed the genomic architecture of 98 fluorescent pseudomonads isolated from different symptomatic and asymptomatic tissues of almond and a few other Prunus spp. Phylogenomic analyses, genome mining, field pathogenicity tests, and in vitro ice nucleation and antibiotic sensitivity tests were integrated to improve knowledge of the biology and management of bacterial blast and bacterial canker of almond. We identified Pseudomonas syringae pv. syringae, P. cerasi, and P. viridiflava as almond canker pathogens. P. syringae pv. syringae caused both canker and foliar (blast) symptoms. In contrast, P. cerasi and P. viridiflava only caused cankers, and P. viridiflava appeared to be a weak pathogen of almond. Isolates belonging to P. syringae pv. syringae were the most frequently isolated among the pathogenic species/pathovars, composing 75% of all pathogenic isolates. P. cerasi and P. viridiflava isolates composed 8.3 and 16.7% of the pathogenic isolates, respectively. Laboratory leaf infiltration bioassays produced results distinct from experiments in the field with both P. cerasi and P. syringae pv. syringae, causing significant necrosis and browning of detached leaves, whereas P. viridiflava conferred moderate effects. Genome mining revealed the absence of key epiphytic fitness-related genes in P. cerasi and P. viridiflava genomic sequences, which could explain the contrasting field and laboratory bioassay results. P. syringae pv. syringae and P. cerasi isolates harboured the ice nucleation protein, which correlated with the ice nucleation phenotype. Results of sensitivity tests to copper and kasugamycin showed a strong linkage to putative resistance genes. Isolates harbouring the ctpV gene showed resistance to copper up to 600 μg/ml. In contrast, isolates without the ctpV gene could not grow on nutrient agar amended with 200 μg/ml copper, suggesting ctpV can be used to phenotype copper resistance. All isolates were sensitive to kasugamycin at the label-recommended rate of 100μg/ml.


The Exometabolome of Xylella fastidiosa in Contact with Paraburkholderia phytofirmans Supernatant Reveals Changes in Nicotinamide, Amino Acids, Biotin, and Plant Hormones

January 2024

·

65 Reads

·

3 Citations

Microbial competition within plant tissues affects invading pathogens’ fitness. Metabolomics is a great tool for studying their biochemical interactions by identifying accumulated metabolites. Xylella fastidiosa, a Gram-negative bacterium causing Pierce’s disease (PD) in grapevines, secretes various virulence factors including cell wall-degrading enzymes, adhesion proteins, and quorum-sensing molecules. These factors, along with outer membrane vesicles, contribute to its pathogenicity. Previous studies demonstrated that co-inoculating X. fastidiosa with the Paraburkholderia phytofirmans strain PsJN suppressed PD symptoms. Here, we further investigated the interaction between the phytopathogen and the endophyte by analyzing the exometabolome of wild-type X. fastidiosa and a diffusible signaling factor (DSF) mutant lacking quorum sensing, cultivated with 20% P. phytofirmans spent media. Liquid chromatography–mass spectrometry (LC-MS) and the Method for Metabolite Annotation and Gene Integration (MAGI) were used to detect and map metabolites to genomes, revealing a total of 121 metabolites, of which 25 were further investigated. These metabolites potentially relate to host adaptation, virulence, and pathogenicity. Notably, this study presents the first comprehensive profile of X. fastidiosa in the presence of a P. phytofirmans spent media. The results highlight that P. phytofirmans and the absence of functional quorum sensing affect the ratios of glutamine to glutamate (Gln:Glu) in X. fastidiosa. Additionally, two compounds with plant metabolism and growth properties, 2-aminoisobutyric acid and gibberellic acid, were downregulated when X. fastidiosa interacted with P. phytofirmans. These findings suggest that P. phytofirmans-mediated disease suppression involves modulation of the exometabolome of X. fastidiosa, impacting plant immunity.


The Exometabolome of Xylella fastidiosa in Contact with Paraburkholderia phytofirmans Supernatant Reveals Changes in Nicotinamide, Amino Acids, Biotin, and Plant Hormones

December 2023

·

20 Reads

Microbial competition within plant tissues affects invading pathogens' fitness. Metabolomics is a great tool for studying their biochemical interactions by identifying accumulated metabolites. Xylella fastidiosa, a Gram-negative bacterium causing Pierce's disease (PD) in grapevines, secretes various virulence factors including cell wall degrading enzymes, adhesion proteins, and quorum sensing molecules. These factors, along with outer membrane vesicles, contribute to its pathogenicity. Previous studies demonstrated that co-inoculating X. fastidiosa with Paraburkholderia phytofirmans strain PsJN suppressed PD symptoms. Here, we further investigated the interaction between the phytopathogen and the endophyte by analyzing the exometabolome of wild-type X. fastidiosa and a diffusible signaling factor (DSF) mutant lacking quorum sensing, cultivated with 20% P. phytofirmans spent media. LC-MS and MAGI were used to detect and map metabolites to genomes revealing a total of 121 metabolites, of which 25 were further investigated. These metabolites potentially relate to host adaptation, virulence, and pathogenicity. Notably, this study presents the first comprehensive profile of X. fastidiosa in the presence of P. phytofirmans spent media. The results highlight that P. phytofirmans and the absence of a functional quorum sensing affect the ratios of glutamine to glutamate (Gln:Glu) in X. fastidiosa. Additionally, two compounds with plant metabolism and growth properties, 2-Aminoisobutyric acid and Gibberellic Acid, were downregulated when X. fastidiosa interacted with P. phytofirmans. These findings suggest that P. phytofirmans-mediated disease suppression involves modulation of the exometabolome of X. fastidiosa, impacting plant immunity.


The Exometabolome of Xylella fastidiosa in Contact with Paraburkholderia phytofirmans Supernatant Reveals Changes in Nicotinamide, Amino Acids, Biotin, and Plant Hormones

November 2023

·

55 Reads

Microbial competition within plant tissues affects invading pathogens' fitness. Metabolomics is a great tool for studying their biochemical interactions by identifying accumulated metabolites. Xylella fastidiosa, a Gram-negative bacterium causing Pierce's disease (PD) in grapevines, secretes various virulence factors including cell wall degrading enzymes, adhesion proteins, and quorum sensing molecules. These factors, along with outer membrane vesicles, contribute to its pathogenicity. Previous studies demonstrated that co-inoculating X. fastidiosa with Paraburkholderia phytofirmans strain PsJN suppressed PD symptoms. Here, we further investigated the interaction between the phytopathogen and the endophyte by analyzing the exometabolome of wild-type X. fastidiosa and a diffusible signaling factor (DSF) mutant lacking quorum sensing, cultivated with 20% P. phytofirmans spent media. LC-MS and MAGI were used to detect and map metabolites to genomes revealing a total of 121 metabolites, of which 25 were further investigated. These metabolites potentially relate to host adaptation, virulence, and pathogenicity. Notably, this study presents the first comprehensive profile of X. fastidiosa in the presence of P. phytofirmans spent media. The results highlight that P. phytofirmans and the absence of a functional quorum sensing affect the ratios of glutamine to glutamate (Gln:Glu) in X. fastidiosa. Additionally, two compounds with plant metabolism and growth properties, 2-Aminoisobutyric acid and Gibberellic Acid, were downregulated when X. fastidiosa interacted with P. phytofirmans. These findings suggest that P. phytofirmans-mediated disease suppression involves modulation of the exometabolome of X. fastidiosa, impacting plant immunity.



Control of Pierce's Disease of Grape with Paraburkholderia phytofirmans PsJN in the Field

November 2023

·

65 Reads

·

9 Citations

Phytopathology

Replicated field studies were conducted to evaluate the factors that could influence the efficacy of Paraburkholderia phytofirmans PsJN for the control of Pierce’s Disease of grape as well as to determine the extent to which disease control was systemic within plants. Topical applications of PsJN with an organosilicon surfactant was an effective way to introduce this bacterium under field conditions and provided similar levels of disease control as its mechanical inoculation. Disease incidence in inoculated shoots was often reduced 2- to 3-fold when PsJN was inoculated a single time as much as 3 weeks before Xylella fastidiosa and up to 5 weeks after the pathogen. Inoculation of a shoot with PsJN greatly decreased the probability of any symptoms rather than reducing the severity of disease, suggesting a systemic protective response of individual shoots. While the likelihood of disease symptoms on shoots inoculated with the pathogen on PsJN-treated plants was lower than control plants inoculated only with the pathogen, the protection conferred by PsJN was not experienced by all shoots on a given plant. This suggested that any systemic resistance was spatially limited. While the population size of PsJN increased to more than 106 cells/g and spread more than 1 m within 12 weeks after its inoculation alone into grape, its population size subsequently decreased greatly after about 5 weeks and its distal dispersal in stems was restricted when co-inoculated with X. fastidiosa. PsJN may experience collateral damage from apparent host responses induced when both species are present.


Unraveling the functional dark matter through global metagenomics

October 2023

·

1,447 Reads

·

81 Citations

Nature

Metagenomes encode an enormous diversity of proteins, reflecting a multiplicity of functions and activities 1,2 . Exploration of this vast sequence space has been limited to a comparative analysis against reference microbial genomes and protein families derived from those genomes. Here, to examine the scale of yet untapped functional diversity beyond what is currently possible through the lens of reference genomes, we develop a computational approach to generate reference-free protein families from the sequence space in metagenomes. We analyse 26,931 metagenomes and identify 1.17 billion protein sequences longer than 35 amino acids with no similarity to any sequences from 102,491 reference genomes or the Pfam database ³ . Using massively parallel graph-based clustering, we group these proteins into 106,198 novel sequence clusters with more than 100 members, doubling the number of protein families obtained from the reference genomes clustered using the same approach. We annotate these families on the basis of their taxonomic, habitat, geographical and gene neighbourhood distributions and, where sufficient sequence diversity is available, predict protein three-dimensional models, revealing novel structures. Overall, our results uncover an enormously diverse functional space, highlighting the importance of further exploring the microbial functional dark matter.


Phyllosphere, Front and Center: Focus on a Formerly ‘Ecologically Neglected’ Microbial Milieu

September 2023

·

83 Reads

·

5 Citations

Phytobiomes Journal

The phyllosphere encompasses leaves and other aerial tissues of plants, which together provide diverse habitats for micro- and macro-organisms. In this editorial for the Phytobiomes Journal Focus Issue on the Phyllosphere, we celebrate the tremendous growth and impact of phyllosphere science as a discipline by introducing and providing context for 14 articles by nearly 100 authors from over 40 institutions. These articles collectively highlight the current status of the field and offer ideas for future directions. They explore topics related to phyllosphere biodiversity, community assembly and dynamics, and the adaptive capacity of species, populations, and communities on leaf surfaces and other phyllosphere compartments. The articles also delve into the multipartite relationships that phyllosphere colonizers have with each other and with their host, and issues of global concern such as food security, food safety, and climate change. This collection of work illustrates the international, transdisciplinary and collaborative nature of phyllosphere science, the challenges that the discipline faces, and the importance of recruiting and training the next generation of phyllosphere scientists.


Barplot representing the relative abundance of the 11 most abundant bacterial genera. Each bar represents the average relative abundance in samples of a given plant species (generally n = 6, representing upper and lower leaf surface samples from three individual plants).
Occupancy-abundance curves of ASVs in (A) the upper leaf surface samples only and (B) the lower leaf samples only. Each circle represents the observations of an ASV, with the blue dots representing the observations of core ASVs. The lines in each graph represent the neutral model based on the upper samples (red) and lower samples (green), which are directly compared in (C). The (D) relative abundance and (E) occupancy of core ASVs for each of the leaf sides differed significantly (one-sided paired Wilcoxon test) with *P-value < 0.05, **P-value < 0.01, and ***P-value < 0.001.
(A) The observed ASV richness and (B) the inverse Simpson index were determined per sample and showed significantly lower alpha diversities for lower leaf surfaces than for upper leaf surfaces. (C) The weighted degree of endemism for samples of each leaf side with *P-value < 0.05, **P-value < 0.01, and ***P-value < 0.001.
Significant and near-significant differentially abundant taxa between upper and lower surface communities of leaves. A positive log2 fold change indicates a preference for the upper sides of the leaves, and a negative log2 fold change indicates a preference for the lower sides of the leaves.
Boxplots showing mean and range of (A) pH and (B) stomatal density for lower and upper leaf sides separately (***P-value < 0.001).
Leaf side determines the relative importance of dispersal versus host filtering in the phyllosphere microbiome

July 2023

·

136 Reads

·

13 Citations

Leaves harbor distinct microbial communities that can have an important impact on plant health and microbial ecosystems worldwide. Nevertheless, the ecological processes that shape the composition of leaf microbial communities remain unclear, with previous studies reporting contradictory results regarding the importance of bacterial dispersal versus host selection. This discrepancy could be driven in part because leaf microbiome studies typically consider the upper and lower leaf surfaces as a single entity despite these habitats possessing considerable anatomical differences. We characterized the composition of bacterial phyllosphere communities from the upper and lower leaf surfaces across 24 plant species. Leaf surface pH and stomatal density were found to shape phyllosphere community composition, and the underside of leaves had lower richness and higher abundances of core community members than upper leaf surfaces. We found fewer endemic bacteria on the upper leaf surfaces, suggesting that dispersal is more important in shaping these communities, with host selection being a more important force in microbiome assembly on lower leaf surfaces. Our study illustrates how changing the scale in which we observe microbial communities can impact our ability to resolve and predict microbial community assembly patterns on leaf surfaces. IMPORTANCE Leaves can harbor hundreds of different bacterial species that form unique communities for every plant species. Bacterial communities on leaves are really important because they can, for example, protect their host against plant diseases. Usually, bacteria from the whole leaf are considered when trying to understand these communities; however, this study shows that the upper and lower sides of a leaf have a very different impact on how these communities are shaped. It seems that the bacteria on the lower leaf side are more closely associated with the plant host, and communities on the upper leaf side are more impacted by immigrating bacteria. This can be really important when we want to treat, for example, crops in the field with beneficial bacteria or when trying to understand host-microbe interactions on the leaves.


Citations (63)


... The genus Burkholderia, including species such as B. cepacia, B. glumae, and B. plantarii, uses DSFs to regulate biofilm formation positively. Horgan et al. [53] highlighted that DSFs in these species enhance biofilm development, which is critical for their survival and pathogenicity. The synthesis of DSFs in Burkholderia species is dependent on the RpfF protein, as noted by Ryan et al. [25], indicating a conserved mechanism of DSF production across different bacterial genera ( Table 2). ...

Reference:

Diffusible Signal Factors and Xylella fastidiosa: A Crucial Mechanism Yet to Be Revealed
BDSF Analogues Inhibit Quorum Sensing-Regulated Biofilm Production in Xylella fastidiosa

... However, the horizontal exchange of mobile genetic elements such as plasmids, transposons, integrons or phages is more likely to occur within a family or within closely related families or species than between different families [25]. Further investigation into mobile genetic elements and their association with resistance genes could provide more insight into the sharing of both AMR and MR genes [26,27]. The extensive species diversity in mine waters, along with the species-specific occurrence of AMR, and to a lesser extent, MR genes, significantly limited our ability to calculate correlations between these resistance determinants. ...

Phylogenomic analyses and comparative genomics of Pseudomonas syringae associated with almond (Prunus dulcis) in California

... They include acyl-homoserine lactones (AHLs) for Gram-negative bacteria [3,23,24] and other molecules referred to as autoinducers-2 products of 4,5-dihydroxy-2,3-pentonedione [25,26]. As the population increases, the concentration of these signals rises, leading to significant changes in gene expression that regulate various functions, such as biofilm formation, virulence factor production, and interspecies competition [27]. The mechanism of AHLmediated gene regulation involves a transcriptional regulator (R protein) and an AHL synthase (I protein), where the binding of AHL to the R protein activates specific gene expression [1,28]. ...

The Exometabolome of Xylella fastidiosa in Contact with Paraburkholderia phytofirmans Supernatant Reveals Changes in Nicotinamide, Amino Acids, Biotin, and Plant Hormones

... Although methodological differences (including spatial scale) may account for a significant proportion of this inconsistency, it is also probable that the drivers of phyllosphere microbiome assembly are not universal across plant species [30]. Some studies have presumed significant host selection across all plant species in their experimental design or data interpretation, which potentially undermined the robustness and generalisability of their findings [31,32]. Evaluating the universality of host selection in phyllosphere microbiome assembly requires careful control of environmental variables, yet it is also critically important that such studies focus exclusively on stable, ideally natural, specimens (e.g. ...

Conspecific versus heterospecific transmission shapes host specialization of the phyllosphere microbiome

Cell Host & Microbe

... PsJN T showed a direct antimicrobial effect against B. cinerea by forming biofilm around the fungal mycelium in grapevine leaves, stimulating plant innate immunity (Miotto-Vilanova et al. 2016), putative direct antimicrobial effect, and inhibiting spore germination (Vilanova et al. 2022). P. phytofirmans PsJN T can also induce a priming effect on plant immunity, reducing the severity of Pierce's disease caused by Xylella fastidiosa in grapevine in greenhouse and field experiments (Baccari et al. 2019;Lindow et al. 2023). PsJN T modifies the production of metabolites related to the host adaptation and virulence of X. fastidiosa and the structure of the biofilm produced by this pathogen, which represents an important virulence factor (Feitosa-Junior et al. 2024). ...

Control of Pierce's Disease of Grape with Paraburkholderia phytofirmans PsJN in the Field
  • Citing Article
  • November 2023

Phytopathology

... Among the 31 functional categories, a significant proportion of genes were annotated under the "No Hierarchy" category, displaying considerable skewness due to the overrepresentation of certain functional genes. This category, often referred to as functional dark matter, encompasses genes whose functions remain poorly understood, likely due to incomplete or limited databases lacking experimental validation or extensive annotation 40 . The overrepresentation of these genes can obscure the true functional landscape of the microbiome, complicating accurate assessments of its functional potential. ...

Unraveling the functional dark matter through global metagenomics

Nature

... The phyllosphere has increasingly attracted the attention of researchers because of its substantial influence on agricultural productivity [120,205]. Maintaining a well-balanced phyllosphere microbiome is vital for optimizing crop yields because it promotes symbiotic relationships that support the proliferation of beneficial microbes, which often suppress harmful diseases [13]. These microbes play a dual role by not only combating pathogens but also forming mutualistic associations with plants that improve nutrient uptake and bolster plant defenses against various diseases [13,206]. ...

Phyllosphere, Front and Center: Focus on a Formerly ‘Ecologically Neglected’ Microbial Milieu
  • Citing Article
  • September 2023

Phytobiomes Journal

... tidytacos has already been used in a number of scientific publications by different researchers (Ahannach et al., 2021Allonsius et al., 2019;De Boeck et al., 2017Jörissen et al., 2021;Lebeer et al., 2022Lebeer et al., , 2023Legein et al., 2022;E. F. Oerlemans et al., 2020;Papini et al., 2023;Peng et al., 2020;Smets et al., 2022Smets et al., , 2023Spacova et al., 2022;M. Van Tendeloo, Bundervoet, et al., 2021;M. ...

Leaf side determines the relative importance of dispersal versus host filtering in the phyllosphere microbiome

... 20,21 Several virulence factors have been described in Xag, including the extracellular enzymes cellulase and protease, and the secreted metabolites indole acetic acid and cytokinin. [22][23][24] New Xag strains resistant to traditional pesticides have been reported, 25 and soybean varieties with high resistance to the pathogen have yet to be found. 26 Currently, adequate management methods for this bacterial pathogen are lacking. ...

A Phosphate Uptake System Is Required for Xanthomonas citri pv. glycines Virulence in Soybean

Molecular Plant-Microbe Interactions

... While bacterial growth, often focusing on the exponential phase, has been extensively studied in culture media, the proliferation of bacteria under more natural environmental conditions, such as within a host's tissues, remains less well understood. This knowledge gap is particularly relevant for bacteria like V. fischeri that must undergo a habitat transition between the ambient environment and the host (Bennett et al., 2020;Meyer et al., 2022). Recent studies have collectively underscored the complexity of bacterial growth dynamics within the light organ, highlighting variations in the symbionts' proliferation rates and environmental adaptions that diverge significantly from those observed in standard culture media (Dunn et al., 2006;Stoudenmire et al. 2018;Guckes et al. 2019). ...

Editorial: The role of dispersal and transmission in structuring microbial communities