Nitrogen (N) deposition, a consequence of human activities, significantly impacts forest ecosystems globally. While its effects on overall soil microbial diversity are often studied, the intricate "assembly processes" – how microbial communities are built – and their "network complexity" – how microbes interact – under prolonged N exposure have remained largely unclear. A new five-year study in a subtropical forest sheds light on these critical dynamics, revealing a surprising temporal shift in microbial community assembly and emphasizing the crucial role of dissolved organic matter (DOM) in maintaining network stability.
The research, led by scientists from Wuyi University and Fujian Normal University, utilized three advanced ecological models (NCM, QPEN, and iCAMP) to track bacterial community assembly over five years of continuous nitrogen addition. The findings consistently show that "stochastic processes," or random chance events like dispersal and historical contingencies, predominantly govern bacterial community assembly. This aligns with broader ecological understanding, underscoring the inherent unpredictability in microbial community formation.
Crucially, the study uncovered a dynamic temporal pattern. In the initial two years of nitrogen addition, stochastic processes were strengthened, likely due to a sudden "resource pulse" from increased nitrate and more readily available DOM. However, as the N addition continued into later years (years 4-5) and soil conditions stabilized, "deterministic processes," such as environmental filtering, gained prominence. This suggests that while chance may initially drive microbial shifts, long-term environmental consistency allows specific ecological factors to exert stronger control over community composition.
Contrary to expectations that prolonged nitrogen input would either increase or decrease the intricate web of microbial interactions, the study found that bacterial "network complexity" remained remarkably stable across all five years of N addition. This stability was observed despite significant shifts in the underlying community assembly processes and changes in specific bacterial taxa. This resilience points to adaptive responses within the microbial community, such as enhanced niche differentiation and metabolic complementarity, which buffer against environmental perturbations and maintain overall ecosystem function.
A key revelation from the research is the paramount importance of dissolved organic matter (DOM) quality in predicting bacterial network complexity. The study found that specific DOM parameters, including its humification index and the carbon-to-nitrogen ratio, were far better predictors of bacterial network stability than traditional soil properties or even bacterial diversity. When DOM characteristics were excluded from predictive models, their explanatory power significantly decreased, highlighting DOM's essential, previously underestimated role in shaping microbial interactions.
The minimal response of DOM characteristics to nitrogen addition throughout the experiment likely explains the observed stability of bacterial interaction networks. Improving DOM substrate quality, characterized by lower humification and a balanced carbon-to-nitrogen ratio, was linked to enhanced bacterial network complexity, fostering structurally rich and robust microbial communities.
These findings provide a nuanced understanding of how prolonged nitrogen deposition affects subtropical forest soil microbiomes, moving beyond static analyses to reveal dynamic temporal shifts. By demonstrating the evolving balance between stochastic and deterministic ecological processes and identifying DOM quality as a critical regulator of network stability, this research offers invaluable insights for developing more effective strategies to manage forest ecosystems under increasing nitrogen enrichment. It underscores the need for adaptive nitrogen input strategies that consider the temporal scale and the intricate interplay between nutrient availability and organic matter chemistry to maintain healthy, resilient soil microbial communities.
Corresponding Author:
Junjian Wang, Yuehmin Chen
Original Source:
https://doi.org/10.1007/s44246-026-00274-4
Contributions:
Xiaochun Yuan conceived the study, wrote the original draft, performed formal analysis and data curation, developed the methodology and visualizations, and acquired funding. Quanxin Zeng and Xiaoting Fu contributed to data curation, formal analysis, software development, and visualization. Xiaoqing Zhang, Mengxiao Ren, Xinyu Bai, Yu Zhang, Yudi Tian, Linna Chen, and Hao Sun carried out investigations, refined methodologies, and developed software. Qiufang Zhang, Jiacong Zhou, Juyan Cui, Mengke Cai, Yong Zheng, Xiaoli Gao and Weifeng Guo reviewed and edited the manuscript, supervised the work, and provided validation. Junjian Wang and Yuehmin Chen reviewed and edited the manuscript, contributed to conceptualization, administered the project, and provided resources and funding.
Carbon Research
Experimental study
Not applicable
Temporal dynamics of bacterial community assembly and network complexity under five years of nitrogen addition in a subtropical forest
6-Apr-2026