open access publication

Preprint, 2024

The predicted secreted proteome of activated sludge microorganisms indicate distinct nutrient niches

bioRxiv, Page 2024.02.27.582363, 10.1101/2024.02.27.582363

Contributors

Wasmund, Kenneth 0000-0001-6706-7291 (Corresponding author) [1] [2] [3] Singleton, Caitlin Margaret 0000-0001-9688-8208 [2] Dueholm, Morten Kam Dahl 0000-0003-4135-2670 [2] Wagner, Michael 0000-0002-9778-7684 [2] [3] Nielsen, Per Halkjaer 0000-0002-6402-1877 (Corresponding author) [2]

Affiliations

  1. [1] University of Portsmouth
  2. [NORA names: United Kingdom; Europe, Non-EU; OECD];
  3. [2] Aalborg University
  4. [NORA names: AAU Aalborg University; University; Denmark; Europe, EU; Nordic; OECD];
  5. [3] University of Vienna
  6. [NORA names: Austria; Europe, EU; OECD]

Abstract

Abstract In wastewater treatment plants (WWTPs) complex microbial communities process diverse chemical compounds from sewage. Secreted proteins are critical because many are the first to interact with or degrade external (macro)molecules. To better understand microbial functions in WWTPs, we predicted secreted proteomes of WWTP microbiota from more than 1000 high-quality metagenome-assembled genomes (MAGs) from 23 Danish WWTPs with biological nutrient removal. Focus was placed on examining secreted catabolic exoenzymes that target major classes of macromolecules. We demonstrate that Bacteroidota have high potential to digest complex polysaccharides, but also proteins and nucleic acids. Poorly understood activated sludge members of Acidobacteriota and Gemmatimonadota also have high capacities for extracellular polysaccharide digestion. Secreted nucleases are encoded by 61% of MAGs indicating an importance for extracellular DNA and/or RNA digestion in WWTPs. Secreted lipases were the least-common macromolecule-targeting enzymes predicted, encoded mainly by Gammaproteobacteria and Myxococcota. In contrast, diverse taxa encode extracellular peptidases, indicating that proteins are widely used nutrients. Diverse secreted multi-heme cytochromes suggest capabilities for extracellular electron-transfer by various taxa, including some Bacteroidota that encode undescribed cytochromes with >100 heme-binding motifs. Myxococcota have exceptionally large secreted protein complements, probably related to predatory lifestyles and/or complex cell cycles. Many Gammaproteobacteria MAGs (mostly former Betaproteobacteria) encode few or no secreted hydrolases, but many periplasmic substrate-binding proteins and ABC- and TRAP-transporters, suggesting they are mostly sustained by small molecules. Together, this study provides a comprehensive overview of how WWTPs microorganisms interact with the environment, providing new insights into their functioning and niche partitioning. Importance Wastewater treatment plants are critical biotechnological systems that clean wastewater, allowing the water to reenter the environment and limit eutrophication and pollution. They are also increasingly important for recovery of resources. They function primarily by the activity of microorganisms, which act as a ‘living sponge’, taking-up and transforming nutrients, organic material and pollutants. Despite much research, many microorganisms in WWTPs are uncultivated and poorly characterized, limiting our understanding of their functioning. Here, we analyzed a large collection of high-quality metagenome-assembled genomes from WWTPs for encoded secreted enzymes and proteins, with special emphasis on those used to degrade organic material. This analysis showed highly distinct secreted proteome profiles among different major phylogenetic groups of microorganisms, thereby providing new insights into how different groups function and co-exist in activated sludge. This knowledge will contribute to a better understanding of how to efficiently manage and exploit WWTP microbiomes.

Keywords

ABC, Acidobacteriota, Bacteroidota, DNA, Danish wastewater treatment plants, Gammaproteobacteria, Gemmatimonadota, Myxococcota, RNA, RNA digestion, TRAP transporters, acid, activated sludge, activity, activity of microorganisms, analysis, biological nutrient removal, biotechnological systems, capability, capacity, cell cycle, chemical compounds, class, cleaning wastewater, collection, community, complex cell cycle, complex polysaccharides, compounds, comprehensive overview, cycle, cytochrome, digestion, electron-transfer, encode secreted enzymes, environment, enzyme, eutrophication, exoenzyme, extracellular DNA, extracellular peptidases, focus, function, genome, group, heme-binding motif, high-quality metagenome-assembled genomes, hydrolase, knowledge, lifestyle, lipase, macromolecules, majority class, materials, metagenome-assembled genomes, microbial communities, microbial functions, microbiome, microbiota, microorganisms, molecules, motif, multi-heme cytochromes, niche, niche partitioning, nuclease, nucleic acids, nutrient niches, nutrient removal, nutrients, organic materials, overview, partitioning, peptidase, periplasmic substrate-binding protein, phylogenetic groups, plants, pollution, polysaccharide digestion, polysaccharides, potential, predatory, predatory lifestyle, profile, protein, proteomic profiling, recovery, recovery of resources, removal, research, resources, secreted hydrolases, secreted lipase, secreted nuclease, secreted proteins, secreted proteome, sewage, sludge, sludge microorganisms, study, substrate-binding protein, system, taking-up, taxa, transform nutrients, treatment plants, wastewater, wastewater treatment plants, water

Funders

  • The Velux Foundations

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