The predicted secreted proteome of activated sludge microorganisms indicates distinct nutrient niches
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 predic...
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American Society for Microbiology
2024-10-01
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| Series: | mSystems |
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| Online Access: | https://journals.asm.org/doi/10.1128/msystems.00301-24 |
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| author | Kenneth Wasmund Caitlin Singleton Morten Kam Dahl Dueholm Michael Wagner Per Halkjær Nielsen |
| author_facet | Kenneth Wasmund Caitlin Singleton Morten Kam Dahl Dueholm Michael Wagner Per Halkjær Nielsen |
| author_sort | Kenneth Wasmund |
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| description | 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 1,000 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 has a 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.IMPORTANCEWastewater treatment plants (WWTPs) 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 the 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. |
| format | Article |
| id | doaj-art-09986d42ff31451c9c87d7cfc7b9974d |
| institution | OA Journals |
| issn | 2379-5077 |
| language | English |
| publishDate | 2024-10-01 |
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| spelling | doaj-art-09986d42ff31451c9c87d7cfc7b9974d2025-08-20T02:09:01ZengAmerican Society for MicrobiologymSystems2379-50772024-10-0191010.1128/msystems.00301-24The predicted secreted proteome of activated sludge microorganisms indicates distinct nutrient nichesKenneth Wasmund0Caitlin Singleton1Morten Kam Dahl Dueholm2Michael Wagner3Per Halkjær Nielsen4Center for Microbial Communities, Department of Chemistry and Bioscience, Aalborg University, Aalborg, DenmarkCenter for Microbial Communities, Department of Chemistry and Bioscience, Aalborg University, Aalborg, DenmarkCenter for Microbial Communities, Department of Chemistry and Bioscience, Aalborg University, Aalborg, DenmarkCenter for Microbial Communities, Department of Chemistry and Bioscience, Aalborg University, Aalborg, DenmarkCenter for Microbial Communities, Department of Chemistry and Bioscience, Aalborg University, Aalborg, DenmarkABSTRACT 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 1,000 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 has a 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.IMPORTANCEWastewater treatment plants (WWTPs) 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 the 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.https://journals.asm.org/doi/10.1128/msystems.00301-24wastewateractivated sludgemetagenomesecreted proteomeextracellular enzymesexoenzymes |
| spellingShingle | Kenneth Wasmund Caitlin Singleton Morten Kam Dahl Dueholm Michael Wagner Per Halkjær Nielsen The predicted secreted proteome of activated sludge microorganisms indicates distinct nutrient niches mSystems wastewater activated sludge metagenome secreted proteome extracellular enzymes exoenzymes |
| title | The predicted secreted proteome of activated sludge microorganisms indicates distinct nutrient niches |
| title_full | The predicted secreted proteome of activated sludge microorganisms indicates distinct nutrient niches |
| title_fullStr | The predicted secreted proteome of activated sludge microorganisms indicates distinct nutrient niches |
| title_full_unstemmed | The predicted secreted proteome of activated sludge microorganisms indicates distinct nutrient niches |
| title_short | The predicted secreted proteome of activated sludge microorganisms indicates distinct nutrient niches |
| title_sort | predicted secreted proteome of activated sludge microorganisms indicates distinct nutrient niches |
| topic | wastewater activated sludge metagenome secreted proteome extracellular enzymes exoenzymes |
| url | https://journals.asm.org/doi/10.1128/msystems.00301-24 |
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