4.7 Article

Structure and function of bacterial metaproteomes across biomes

Journal

SOIL BIOLOGY & BIOCHEMISTRY
Volume 160, Issue -, Pages -

Publisher

PERGAMON-ELSEVIER SCIENCE LTD
DOI: 10.1016/j.soilbio.2021.108331

Keywords

Bacterial communities; Biodiversity; Metaproteomics; Functionality; Climate; Vegetation

Categories

Funding

  1. Spanish Ministry [AGL2017-85755-R]
  2. FEDER funds [AGL2017-85755-R]
  3. i-LINK+ 2018 from CSIC [LINKA20069]
  4. Fundacion Seneca from Murcia Province [19896/GERM/15]
  5. European Union's Horizon 2020 research and innovation programme under the Marie Sklodowska-Curie grant [702057]
  6. Ramon y Cajal grant from the Spanish Government [RYC2018-025483-I]
  7. Spanish State Plan for Scientific and Technical Research and Innovation (2013-2016) (AEI/FEDER, UE) [AGL201675762-R]
  8. German Federal Ministry of Education and Research (de.NBI network, (project MetaProtServ)) [de-NBI-039031L0103]
  9. Czech Science Foundation [20-02022Y]

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The study identified dominant proteins in soil related to carbohydrate metabolism, DNA repair, and lipid metabolism across a wide range of climates, vegetation types, and soil conditions. Vegetation type, climate, and key edaphic properties were found to influence the proportion of important proteins involved in biogeochemical cycles and cellular processes in soil. Additionally, protein-based taxonomic information showed greater resolution in detecting significant correlations with environmental variables compared to 16S rRNA gene sequencing.
Soil microbes, and the proteins they produce, are responsible for a myriad of soil processes which are integral to life on Earth, supporting soil fertility, nutrient fluxes, trace gas emissions, and plant production. However, how and why the composition of soil microbial proteins (the metaproteome) changes across wide gradients of vegetation, climatic and edaphic conditions remains largely undetermined. By applying high-resolution mass spectrometry to soil samples collected from four continents, we identified the most common proteins in soils, and investigated the primary environmental factors driving their distributions across climate and vegetation types. We found that soil proteins involved in carbohydrate metabolism, DNA repair, lipid metabolism, transcription regulation, tricarboxylic acid cycling, nitrogen (N) fixation and one-carbon metabolism dominate soils across a wide range of climates, vegetation types and edaphic conditions. Vegetation type and climate were important factors determining the community composition of the topsoil metaproteome. Moreover, we show that vegetation type, climate, and key edaphic proporties (mainly soil C fractions, pH and texture) influenced the proportion of important proteins involved in biogeochemical cycles and cellular processes. We also found that protein-based taxonomic information based on proteins has a greater resolution than 16S rRNA gene sequencing with regards to the ability to detect significant correlations with environmental variables. Together, our work identifies the dominant proteins produced by microbes living in a wide range of soils, and advances our understanding of how environmental changes can influence the structure and function of the topsoil metaproteome and the soil processes that they support.

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