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Updated: Feb 4, 2026

Divergence of Root Microbiota in Different Habitats based on Weighted Correlation Networks
Published on: September 25, 2021
Geospatial variation in co-occurrence networks of nitrifying microbial guilds
Christopher M Jones1, Sara Hallin1
1Swedish University of Agricultural Sciences, Department of Forest Mycology and Plant Pathology, Uppsala, Sweden.
Interactions between ammonia-oxidizing bacteria (AOB) and archaea (AOA) and nitrite-oxidizing bacteria (NOB) shape soil nitrifier communities. Network analysis revealed distinct co-occurring groups influenced by soil factors.
Area of Science:
- Soil microbiology
- Biogeochemical cycles
- Microbial ecology
Background:
- Microbial communities drive nitrogen cycling in soil, with nitrification a key two-step process involving ammonia-oxidizing bacteria (AOB) and archaea (AOA), and nitrite-oxidizing bacteria (NOB).
- The spatial variation in nitrifier community structure is poorly understood, particularly the role of interactions between ammonia oxidizers and nitrite oxidizers.
Purpose of the Study:
- To investigate the nonrandom associations between ammonia-oxidizing (AO) and nitrite-oxidizing bacteria (NOB) lineages.
- To determine how these interactions and edaphic factors influence field-scale spatial patterns of nitrifying communities.
Main Methods:
- Quantified the abundance of ammonia-oxidizing archaea (AOA), ammonia-oxidizing bacteria (AOB), and Nitrospira and Nitrobacter NOB communities across a 44-hectare agricultural site.
- Employed network analysis and geostatistical modeling to reveal co-occurrence patterns and spatial distribution.
- Assessed associations between microbial abundances and edaphic factors.
Main Results:
- Nitrobacter NOB abundance correlated with AOB, while Nitrospira NOB correlated with AOA.
- Network analysis identified distinct modules of co-occurring AO and NOB groups in different areas, each associated with specific lineages and edaphic factors.
- Local nitrifier communities showed a high proportion of module-connecting nodes, suggesting adaptation to fluctuating soil conditions.
Conclusions:
- Biotic interactions between ammonia oxidizers and nitrite oxidizers significantly influence nitrifier community structure at a field scale.
- Edaphic factors and microbial co-occurrence patterns define distinct spatial niches for nitrifying communities.
- Network analysis is a valuable tool for understanding microbial interactions and niche partitioning in soil ecosystems relevant to management.
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