PLaBAse: A comprehensive web resource for analyzing the plant growth-promoting potential of plant-associated bacteria
Patz, S.; Gautam, A.; Matthias, B.; Ruppel, S.; Rodriguez Palenzuela, P.; Huson, D. H.
Show abstract
Plant-beneficial microorganisms are gaining importance for sustainable plant production and phytosanitary practices. Yet there is a lack of computational approaches targeting bacterial traits associated with plant growth-promotion (PGP), which hinders the in-silico identification, comparison, and selection of phytostimulatory bacterial strains. To address this problem, we have developed the new web resource PLaBAse (v1.01, http://plabase.informatik.uni-tuebingen.de/pb/plabase.php), which provides a number of services, including (i) a database for screening 5,565 plant-associated bacteria (PLaBA-db), (ii) a tool for predicting plant growth-promoting traits (PGPTs) of single bacterial genomes (PGPT-Pred), and (iii) a tool for the prediction of bacterial plant-association by marker gene identification (PIFAR-Pred). The latter was developed by Martinez-Garcia et al. and is now hosted at University of Tuebingen. The PGPT-Pred tool is based on our new PGPT ontology, a literature- and OMICs-curated, comprehensive, and hierarchical collection of [~]6,900 PGPTs that are associated with 6,965,955 protein sequences. To study the distribution of the PGPTs across different environments, we applied it to 70,540 bacterial strains associated with (i) seven different environments (including plants), (iii) five different plant spheres (organs), and (iii) two bacteria-induced plant phenotypes. This analysis revealed that plant-symbiotic bacteria generally have a larger genome size and a higher count of PGPT-annotated protein encoding genes. Obviously, not all reported PGPTs are restricted to -or only enriched in-plant-associated and plant symbiotic bacteria. Some also occur in human- and animal-associated bacteria, perhaps due to the transmission of PGP bacteria (PGPBs) between environments, or because some functions are involved in adaption processes to various environments. Here we provide an easy-to-use approach for screening of PGPTs in bacterial genomes across various phyla and isolation sites, using PLaBA-db, and for standardized annotation, using PGPT-Pred. We believe that this resource will improve our understanding about the entire PGP processes and facilitate the prediction of PGPB as bio-inoculants and for biosafety strategies, so as to help to establish sustainable and targeted bacteria-incorporated plant production systems in the future.
Matching journals
The top 7 journals account for 50% of the predicted probability mass.
Similar papers in this journal
- Plant phenotypic differentiation outweighs genetic variation in shaping the lettuce leaf microbiota 95%
- The economical lifestyle of CPR bacteria in groundwater allows little preference for environmental drivers 94%
- Component specific responses of the microbiomes to common chemical stressors in the human food chain 93%
Similar papers in this journal
- Longitudinal, Multi-platform Metagenomics Yields a High-quality Genomic Catalog and Guides an In Vitro Model for Cheese Communities 94%
- Elucidation of independently modulated genes in Streptococcus pyogenes reveals carbon sources that control its expression of hemolytic toxins 94%
- Metabolic Response of a Chemolithoautotrophic Archaeon to Carbon Limitation 94%
Similar papers in this journal
- A Plasmid Network from the Gut Microbiome of Semi-isolated Human Groups Reveals Unique and Shared Metabolic and Virulence Traits 95%
- A Penicillium rubens platform strain for secondary metabolite production 95%
- Higher-order interactions shape microbial interactions as microbial community complexity increases 94%
Similar papers in this journal
- Predicting Rhizosphere Competence Related Catabolic Gene Clusters in plant-associated bacteria with RhizoSMASH 95%
- Disentangling the genetic basis of rhizosphere microbiome assembly in tomato 95%
- Evidence of horizontal gene transfer and environmental selection impacting antibiotic resistance evolution in soil-dwelling Listeria 94%
Similar papers in this journal
- Proposal of Patescibacterium danicum gen. nov., sp. nov. in the ubiquitous ultrasmall bacterial phylum Patescibacteriota phyl. nov. 95%
- Strong pairwise Interactions do not Drive Interactions in a Plant Leaf Associated Microbial Community 94%
- A cyclic dipeptide for salinity stress alleviation and the trophic flexibility of an endophyte reveal niches in salt marsh plant-microbe interactions 94%
"Similar papers" are the closest papers from that journal in the model's embedding space. They show what the match is built on, but the ranking comes mostly from a classifier over the whole training set, not from these examples alone.