Abstract

Plants are colonized by a diverse community of microorganisms, the plant microbiota, exhibiting a defined and conserved taxonomic structure. Niche separation based on spatial segregation and complementary adaptation strategies likely forms the basis for coexistence of the various microorganisms in the plant environment. To gain insights into organism-specific adaptations on a molecular level, we selected two exemplary community members of the core leaf microbiota and profiled their proteomes upon Arabidopsis phyllosphere colonization. The highly quantitative mass spectrometric technique SWATH MS was used and allowed for the analysis of over two thousand proteins spanning more than three orders of magnitude in abundance for each of the model strains. The data suggest that Sphingomonas melonis utilizes amino acids and hydrocarbon compounds during colonization of leaves whereas Methylobacterium extorquens relies on methanol metabolism in addition to oxalate metabolism, aerobic anoxygenic photosynthesis and alkanesulfonate utilization. Comparative genomic analyses indicates that utilization of oxalate and alkanesulfonates is widespread among leaf microbiota members whereas, aerobic anoxygenic photosynthesis is almost exclusively found in Methylobacteria. Despite the apparent niche separation between these two strains we also found a relatively small subset of proteins to be coregulated, indicating common mechanisms, underlying successful leaf colonization. Overall, our results reveal for two ubiquitous phyllosphere commensals species-specific adaptations to the host environment and provide evidence for niche separation within the plant microbiota.

Highlights

  • From the ‡Department of Biology, Institute of Microbiology, ETH Zurich, Vladimir-Prelog-Weg 4, 8093 Zurich, Switzerland; §Department of Biology, Institute of Molecular Systems Biology, ETH Zurich, Auguste-Piccard-Hof 1, 8093 Zurich, Switzerland; ¶Faculty of Science, University of Zurich, Zurich, Switzerland

  • To identify molecular processes underlining the adaptation of M. extorquens to plant surfaces we looked for significantly induced proteins during growth on leaves as compared with growth on solidified minimal media, as described for S. melonis Fr1 above

  • We extended earlier proteomic analyses of microbial plant community members [10, 56, 57] by applying the massively parallel targeted proteomic technique SWATH MS to reliably quantify the proteomic changes of two ubiquitous plant commensals upon colonization of A. thaliana leaves

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Summary

EXPERIMENTAL PROCEDURES

Experimental Design and Statistical Rational—For each bacterial strain and growth condition (see Fig. 1A), we generated three biological replicates. For generation of SWATH assay libraries, strains were grown in liquid media in baffled flasks until early exponential, exponential and stationary growth phase. To avoid missing proteins present on plant leaves, we included whole cell lysates obtained from cultures grown on leaves for the generation of the SWATH assay library. The SWATH assay libraries were constructed from the iProphet results with an iProphet cut-off of 0.952195 for M. extorquens PA1 and 0.96029 for S. melonis Fr1, corresponding to a 1% FDR on protein level. The SWATH data was analyzed using OpenSWATH (version 29995b387c238fdc58b 195b0390aadcb2b355aa6) [31] with the following parameters: Chromatograms were extracted with 50 ppm around the expected mass of the fragment ions and with an extraction window of Ϯ5 min around the expected retention time after iRT alignment. All SWATH MS raw data have been made available through the PeptideAtlas database (http://www. peptideatlas.org/PASS/PASS00686)

RESULTS
Cysteine synthase
DISCUSSION
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