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Mayer T, Teutloff E, Unger K, Lehenberger P, Agler MT. Deterministic colonization arises early during the transition of soil bacteria to the phyllosphere and is shaped by plant-microbe interactions. MICROBIOME 2025; 13:102. [PMID: 40264170 PMCID: PMC12013066 DOI: 10.1186/s40168-025-02090-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/24/2024] [Accepted: 03/12/2025] [Indexed: 04/24/2025]
Abstract
BACKGROUND Upon seed germination, soil bacteria are activated to transition to the plant and eventually colonize mature tissues like leaves. These bacteria are poised to significantly influence plant health, but we know little about their colonization routes. We studied the mechanisms of the transition of soil bacteria to germinating plants and leaves using an in-planta isolation approach and by experimentally manipulating inoculation times. We then tested how plant-microbe-microbe interactions shape assembly mechanisms in natural soil communities by amending soil with a trackable, labeled strain of the opportunistic pathogen Pseudomonas viridiflava (Pv3D9). RESULTS We identified 27 diverse genera of leaf-associated bacteria that could transition alone from a few cells near a germinating plant to mature leaves, suggesting that the soil-to-leaf transition is probably important for them in nature. Indeed, when plants were only inoculated by soil after the emergence of true leaves, less diverse bacteria transitioned to mature leaves via different colonization mechanisms than when plants germinated in the presence of soil microorganisms. In particular, deterministic processes drove the colonization of phylogenetic bins dominated by Pedobacter, Enterobacter, Stenotrophomonas, Janthinobacterium, Pseudomonas, and Chryseobacterium only in the natural soil-to-leaf transition. Host genotype and soil amendments with Pv3D9, both of which affect host physiology, had strong effects on mainly deterministic colonization. CONCLUSIONS Diverse bacteria transition from soil to leaves during natural colonization, resulting in characteristic diversity in healthy leaf microbiomes. The mechanisms of colonization are a mix of stochastic processes, which will be largely shaped by competition, and deterministic processes which are more responsive to factors that shape host physiology. In the chase toward targeted manipulation of microbiomes, identifying these mechanisms for a given host and environment provides important information. Developing targeted treatments, however, will require further dissection of the pathways by which host factors drive stochastic and deterministic transitions from soil to leaves. Video Abstract.
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Affiliation(s)
- Teresa Mayer
- Plant Microbiosis Lab, Institute of Microbiology, Friedrich Schiller University, Jena, Germany
- Cluster of Excellence, Balance of the Microverse, Friedrich Schiller University, Jena, Germany
- Current affiliation: Professur Für Fachdidaktik Life Sciences, Technische Universität München, Munich, Germany
| | - Erik Teutloff
- Plant Microbiosis Lab, Institute of Microbiology, Friedrich Schiller University, Jena, Germany
- Cluster of Excellence, Balance of the Microverse, Friedrich Schiller University, Jena, Germany
- Current affiliation: Department of Soil Ecology, Helmholtz Centre for Environmental Research, Halle, Germany
| | - Kerstin Unger
- Plant Microbiosis Lab, Institute of Microbiology, Friedrich Schiller University, Jena, Germany
- Cluster of Excellence, Balance of the Microverse, Friedrich Schiller University, Jena, Germany
| | - Pamela Lehenberger
- Plant Microbiosis Lab, Institute of Microbiology, Friedrich Schiller University, Jena, Germany
| | - Matthew T Agler
- Plant Microbiosis Lab, Institute of Microbiology, Friedrich Schiller University, Jena, Germany.
- Cluster of Excellence, Balance of the Microverse, Friedrich Schiller University, Jena, Germany.
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Karasov TL, Neumann M, Leventhal L, Symeonidi E, Shirsekar G, Hawks A, Monroe G, Exposito-Alonso M, Bergelson J, Weigel D, Schwab R. Continental-scale associations of Arabidopsis thaliana phyllosphere members with host genotype and drought. Nat Microbiol 2024; 9:2748-2758. [PMID: 39242816 PMCID: PMC11457713 DOI: 10.1038/s41564-024-01773-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/27/2022] [Accepted: 07/02/2024] [Indexed: 09/09/2024]
Abstract
Plants are colonized by distinct pathogenic and commensal microbiomes across different regions of the globe, but the factors driving their geographic variation are largely unknown. Here, using 16S ribosomal DNA and shotgun sequencing, we characterized the associations of the Arabidopsis thaliana leaf microbiome with host genetics and climate variables from 267 populations in the species' native range across Europe. Comparing the distribution of the 575 major bacterial amplicon variants (phylotypes), we discovered that microbiome composition in A. thaliana segregates along a latitudinal gradient. The latitudinal clines in microbiome composition are predicted by metrics of drought, but also by the spatial genetics of the host. To validate the relative effects of drought and host genotype we conducted a common garden field study, finding 10% of the core bacteria to be affected directly by drought and 20% to be affected by host genetic associations with drought. These data provide a valuable resource for the plant microbiome field, with the identified associations suggesting that drought can directly and indirectly shape genetic variation in A. thaliana via the leaf microbiome.
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Affiliation(s)
- Talia L Karasov
- School of Biological Sciences, University of Utah, Salt Lake City, UT, USA.
- Department of Molecular Biology, Max Planck Institute for Biology Tübingen, Tübingen, Germany.
| | - Manuela Neumann
- Department of Molecular Biology, Max Planck Institute for Biology Tübingen, Tübingen, Germany
- Robert Bosch GmbH, Renningen, Germany
| | - Laura Leventhal
- Department of Biology, Stanford University, Stanford, CA, USA
- Department of Plant Biology, Carnegie Institution for Plant Science, Stanford, CA, USA
| | - Efthymia Symeonidi
- School of Biological Sciences, University of Utah, Salt Lake City, UT, USA
| | - Gautam Shirsekar
- Department of Molecular Biology, Max Planck Institute for Biology Tübingen, Tübingen, Germany
- Department of Entomology and Plant Pathology, Institute of Agriculture, University of Tennessee, Knoxville, TN, USA
| | - Aubrey Hawks
- School of Biological Sciences, University of Utah, Salt Lake City, UT, USA
| | - Grey Monroe
- Department of Molecular Biology, Max Planck Institute for Biology Tübingen, Tübingen, Germany
- Department of Plant Sciences, University of California Davis, Davis, CA, USA
| | - Moisés Exposito-Alonso
- Department of Biology, Stanford University, Stanford, CA, USA
- Department of Plant Biology, Carnegie Institution for Plant Science, Stanford, CA, USA
- Department of Integrative Biology, University of California Berkeley, Berkeley, CA, USA
- Howard Hughes Medical Institute, University of California Berkeley, Berkeley, CA, USA
| | - Joy Bergelson
- Center for Genomics and Systems Biology, Department of Biology, New York University, New York, NY, USA
| | - Detlef Weigel
- Department of Molecular Biology, Max Planck Institute for Biology Tübingen, Tübingen, Germany.
- Institute for Bioinformatics and Medical Informatics, University of Tübingen, Tübingen, Germany.
| | - Rebecca Schwab
- Department of Molecular Biology, Max Planck Institute for Biology Tübingen, Tübingen, Germany
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Backman T, Latorre SM, Symeonidi E, Muszyński A, Bleak E, Eads L, Martinez-Koury PI, Som S, Hawks A, Gloss AD, Belnap DM, Manuel AM, Deutschbauer AM, Bergelson J, Azadi P, Burbano HA, Karasov TL. A phage tail-like bacteriocin suppresses competitors in metapopulations of pathogenic bacteria. Science 2024; 384:eado0713. [PMID: 38870284 PMCID: PMC11404688 DOI: 10.1126/science.ado0713] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/16/2024] [Accepted: 04/24/2024] [Indexed: 06/15/2024]
Abstract
Bacteria can repurpose their own bacteriophage viruses (phage) to kill competing bacteria. Phage-derived elements are frequently strain specific in their killing activity, although there is limited evidence that this specificity drives bacterial population dynamics. Here, we identified intact phage and their derived elements in a metapopulation of wild plant-associated Pseudomonas genomes. We discovered that the most abundant viral cluster encodes a phage remnant resembling a phage tail called a tailocin, which bacteria have co-opted to kill bacterial competitors. Each pathogenic Pseudomonas strain carries one of a few distinct tailocin variants that target the variable polysaccharides in the outer membrane of co-occurring pathogenic Pseudomonas strains. Analysis of herbarium samples from the past 170 years revealed that the same tailocin and bacterial receptor variants have persisted in Pseudomonas populations. These results suggest that tailocin genetic diversity can be mined to develop targeted "tailocin cocktails" for microbial control.
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Affiliation(s)
- Talia Backman
- School of Biological Sciences, University of Utah, Salt Lake City, UT 84112, USA
| | - Sergio M. Latorre
- Centre for Life’s Origins and Evolution, Department of Genetics, Evolution and Environment, University College London, London WC1E 6BT, UK
- Research Group for Ancient Genomics and Evolution, Department of Molecular Biology, Max Planck Institute for Biology, 72076 Tübingen, Germany
| | - Efthymia Symeonidi
- School of Biological Sciences, University of Utah, Salt Lake City, UT 84112, USA
| | - Artur Muszyński
- Complex Carbohydrate Research Center, University of Georgia, Athens, GA 30602, USA
| | - Ella Bleak
- School of Biological Sciences, University of Utah, Salt Lake City, UT 84112, USA
| | - Lauren Eads
- School of Biological Sciences, University of Utah, Salt Lake City, UT 84112, USA
| | | | - Sarita Som
- School of Biological Sciences, University of Utah, Salt Lake City, UT 84112, USA
| | - Aubrey Hawks
- School of Biological Sciences, University of Utah, Salt Lake City, UT 84112, USA
| | - Andrew D. Gloss
- Center for Genomics and Systems Biology, New York University, New York, NY 10003, USA
| | - David M. Belnap
- School of Biological Sciences, University of Utah, Salt Lake City, UT 84112, USA
- Department of Biochemistry, University of Utah, Salt Lake City, UT 84112, USA
| | - Allison M. Manuel
- Mass Spectrometry and Proteomics Core, The University of Utah, Salt Lake City, UT 84112, USA
| | - Adam M. Deutschbauer
- Environmental Genomics and Systems Biology Division, Lawrence Berkeley National Laboratory, Berkeley, CA 94720, USA
| | - Joy Bergelson
- Center for Genomics and Systems Biology, New York University, New York, NY 10003, USA
| | - Parastoo Azadi
- Complex Carbohydrate Research Center, University of Georgia, Athens, GA 30602, USA
| | - Hernán A. Burbano
- Centre for Life’s Origins and Evolution, Department of Genetics, Evolution and Environment, University College London, London WC1E 6BT, UK
- Research Group for Ancient Genomics and Evolution, Department of Molecular Biology, Max Planck Institute for Biology, 72076 Tübingen, Germany
| | - Talia L. Karasov
- School of Biological Sciences, University of Utah, Salt Lake City, UT 84112, USA
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Moya YS, Medina C, Herrera B, Chamba F, Yu LX, Xu Z, Samac DA. Genetic Mapping of Tolerance to Bacterial Stem Blight Caused by Pseudomonas syringae pv. syringae in Alfalfa ( Medicago sativa L.). PLANTS (BASEL, SWITZERLAND) 2023; 13:110. [PMID: 38202418 PMCID: PMC10780931 DOI: 10.3390/plants13010110] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/02/2023] [Revised: 12/01/2023] [Accepted: 12/26/2023] [Indexed: 01/12/2024]
Abstract
The bacterial stem blight of alfalfa (Medicago sativa L.), first reported in the United States in 1904, has emerged recently as a serious disease problem in the western states. The causal agent, Pseudomonas syringae pv. syringae, promotes frost damage and disease that can reduce first harvest yields by 50%. Resistant cultivars and an understanding of host-pathogen interactions are lacking in this pathosystem. With the goal of identifying DNA markers associated with disease resistance, we developed biparental F1 mapping populations using plants from the cultivar ZG9830. Leaflets of plants in the mapping populations were inoculated with a bacterial suspension using a needleless syringe and scored for disease symptoms. Bacterial populations were measured by culture plating and using a quantitative PCR assay. Surprisingly, leaflets with few to no symptoms had bacterial loads similar to leaflets with severe disease symptoms, indicating that plants without symptoms were tolerant to the bacterium. Genotyping-by-sequencing identified 11 significant SNP markers associated with the tolerance phenotype. This is the first study to identify DNA markers associated with tolerance to P. syringae. These results provide insight into host responses and provide markers that can be used in alfalfa breeding programs to develop improved cultivars to manage the bacterial stem blight of alfalfa.
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Affiliation(s)
- Yeidymar Sierra Moya
- Department of Plant Pathology, University of Minnesota, St. Paul, MN 55108, USA; (Y.S.M.); (B.H.)
| | - Cesar Medina
- Department of Agronomy and Plant Genetics, University of Minnesota, St. Paul, MN 55108, USA;
| | - Bianca Herrera
- Department of Plant Pathology, University of Minnesota, St. Paul, MN 55108, USA; (Y.S.M.); (B.H.)
| | | | - Long-Xi Yu
- USDA-ARS-Plant Germplasm Introduction and Testing Research Unit, Prosser, WA 99350, USA;
| | - Zhanyou Xu
- USDA-ARS-Plant Science Research Unit, St. Paul, MN 55108, USA;
| | - Deborah A. Samac
- Department of Plant Pathology, University of Minnesota, St. Paul, MN 55108, USA; (Y.S.M.); (B.H.)
- USDA-ARS-Plant Science Research Unit, St. Paul, MN 55108, USA;
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