Evidence map›Paper›PMID 41123348›Full record

ArticleApplied and environmental microbiology2025

Microbial diversity supports nitrification: insights from a full-scale anoxic/oxic wastewater treatment process.

Yung-Hsien Shao, Hsiao-Pei Lu, Jer-Horng Wu

Abstract read
In one paragraph

Article in Applied and environmental microbiology, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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0citing papers in PubMed
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1 · What the graph read from it

What it found

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The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

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3 · Its place in the literature

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0 citing papers in PubMed.

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4 · The record

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5 · Who and what money

Authors and funding

3 authors.

Yung-Hsien ShaoDepartment of Environmental Engineering, National Cheng Kung University, Tainan, Taiwan.
Hsiao-Pei LuDepartment of Biotechnology and Bioindustry Sciences, National Cheng Kung University, Tainan, Taiwan.ORCID 0000-0001-7427-6163
Jer-Horng WuDepartment of Environmental Engineering, National Cheng Kung University, Tainan, Taiwan.ORCID 0000-0003-4926-2995

Funding

National Science and Technology Council MOST108-2221-E-006-160-MY3
6 · The paper itself

Abstract

Nitrification is a crucial process for removing nitrogen in wastewater treatment systems. While previous research has primarily focused on nitrifying microorganisms, the impact of the broader diversity of non-nitrifying microbes on nitrification remains insufficiently explored. This study examined the relationship between microbial diversity and nitrification performance, taking into account the associations with nitrifiers in a full-scale anoxic/oxic activated sludge process. The microbial community was divided into a nitrifier subcommunity, comprising taxa directly responsible for nitrification, and nitrifier-associated subcommunities, comprising taxa that potentially interact with nitrifiers. Notably, the nitrifier-associated subcommunity consistently exhibited greater explanatory power for variations in nitrification rates than both the total microbial community and the nitrifier subcommunity, regardless of environmental and feeding conditions. Furthermore, the explanatory power of the nitrifier-associated subcommunity increased with stricter association cutoffs, with a core set of 13 taxa identified at an association cutoff of 0.6, accounting for up to 33% of the observed variations in the nitrification rate. Random forest ranked the dynamics of the core nitrifier-associated subcommunity among the top 3 most important variables out of 30 environmental and microbial factors, collectively explaining 82% of the variation in the nitrification rate. These findings underscore the importance of broader microbial diversity-beyond the diversity of nitrifiers alone-in supporting nitrification performance, highlighting the contribution of non-nitrifying microbes through their associations with nitrifiers. This study offers novel insights into the relationship between biodiversity and nitrification, providing valuable implications for managing microbial communities to optimize nitrogen removal in wastewater treatment ecosystems.IMPORTANCENitrification is essential for removing nitrogen from wastewater. While most research has concentrated on the nitrifiers directly responsible for this process, the role of the broader microbial community in influencing nitrification has been less explored. This study reveals a previously unrecognized relationship: the diversity of microbial taxa associated with nitrifiers explains more variation in nitrification rates than the diversity of either the total microbial community or the nitrifiers alone in a real-world wastewater treatment plant. By demonstrating the influential role of the diversity of the broader microbial community in shaping nitrification performance, this work introduces a new perspective on the ecological drivers of nitrification dynamics beyond nitrifier functional diversity. This insight provides a foundation for better microbial community management to achieve stable and efficient nitrogen removal. Our results deepen current understanding of the ecological complexity underpinning wastewater treatment processes, stressing the importance of microbial diversity in wastewater treatment system functionality.

Indexed as

BacteriaMicrobiotaNitrificationSewageWastewaterAnaerobiosisBiodiversityWater PurificationSewageWastewateranoxic/oxic processbiodiversity–ecosystem functioning relationshipmicrobial associationmicrobial diversitynitrification

Identifiers

PMID41123348
PMCPMC12628772

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.