Nonlinear response mechanisms of microbial communities to coral reef biogeomorphy in the South China Sea

To resolve how planktonic microbial composition, assembly mechanisms, and interaction architectures vary across coral reef biogeomorphic states, we sought to identify process-relevant indicators of reef resilience. We analyzed size-fractionated microbiomes from 57 stations in the South China Sea using 16S/18S rRNA amplicon sequencing. A distance-decay model defined a near-coral reef influence zone within 588 m, and reefs were classified into Poor, Moderate, and Good states based on coral density metrics. Results showed that microbial composition diverged significantly between near-coral reefs and off-coral reef zones. Although alpha diversity remained relatively stable, characteristic coral reef amplicon sequence variants (ASVs) showed clear state-associated variation across reef biogeomorphic states. The assembly of coral reef characteristic ASVs was predominantly stochastic, yet deterministic processes strengthened under intermediate conditions, indicating a transitional restructuring phase. Network complexity displayed a hump-shaped pattern, peaking in moderate states, whereas networks in good-condition reefs were sparser but more stable due to cross-kingdom interactions and increased module hubs. Ultimately, embedding microbiome analyses within a biogeomorphic framework reveals nonlinear, state-dependent microbial reorganization missed by standard richness metrics. These responsive taxa and interaction architectures jointly provide mechanistic indicators for diagnosing coral reef health in rapidly changing tropical seas. IMPORTANCE: Microbial composition, assembly processes, and interaction architecture jointly provide process-relevant indicators of reef condition and resilience across coral-reef biogeomorphic states. Although alpha diversity remained broadly stable across space and biogeomorphic grades, substantial microbial turnover, pronounced state responsiveness of characteristic taxa, and marked shifts in network organization revealed strong state dependence in microbial reorganization. Responsive taxa and interaction-architecture metrics jointly provide mechanistic, process-relevant indicators for diagnosing reef condition and resilience in rapidly changing tropical seas.

Authors

Institutions

Publication Details

Journal
Applied and Environmental Microbiology
Published
2026-08-03
DOI
https://doi.org/10.1128/aem.01169-26
Primary Topic
Coral and Marine Ecosystems Studies
Type
article
Field-Weighted Citation Impact
0.00

Funders

Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Nonlinear response mechanisms of microbial communities to coral reef biogeomorphy in the South China Sea

Shijie Long, Yue Zheng, Da‐Zhi Wang, Zesheng Yang et al.
Applied and Environmental Microbiology
Coral and Marine Ecosystems Studies
article

Nonlinear response mechanisms of microbial communities to coral reef biogeomorphy in the South China Sea

Shijie Long, Yue Zheng, Da‐Zhi Wang, Zesheng Yang, Hongqiang Yang, Yali Liu, Cong Zeng, Ling Cao, Qiang Lin
article en

Abstract

To resolve how planktonic microbial composition, assembly mechanisms, and interaction architectures vary across coral reef biogeomorphic states, we sought to identify process-relevant indicators of reef resilience. We analyzed size-fractionated microbiomes from 57 stations in the South China Sea using 16S/18S rRNA amplicon sequencing. A distance-decay model defined a near-coral reef influence zone within 588 m, and reefs were classified into Poor, Moderate, and Good states based on coral density metrics. Results showed that microbial composition diverged significantly between near-coral reefs and off-coral reef zones. Although alpha diversity remained relatively stable, characteristic coral reef amplicon sequence variants (ASVs) showed clear state-associated variation across reef biogeomorphic states. The assembly of coral reef characteristic ASVs was predominantly stochastic, yet deterministic processes strengthened under intermediate conditions, indicating a transitional restructuring phase. Network complexity displayed a hump-shaped pattern, peaking in moderate states, whereas networks in good-condition reefs were sparser but more stable due to cross-kingdom interactions and increased module hubs. Ultimately, embedding microbiome analyses within a biogeomorphic framework reveals nonlinear, state-dependent microbial reorganization missed by standard richness metrics. These responsive taxa and interaction architectures jointly provide mechanistic indicators for diagnosing coral reef health in rapidly changing tropical seas. IMPORTANCE: Microbial composition, assembly processes, and interaction architecture jointly provide process-relevant indicators of reef condition and resilience across coral-reef biogeomorphic states. Although alpha diversity remained broadly stable across space and biogeomorphic grades, substantial microbial turnover, pronounced state responsiveness of characteristic taxa, and marked shifts in network organization revealed strong state dependence in microbial reorganization. Responsive taxa and interaction-architecture metrics jointly provide mechanistic, process-relevant indicators for diagnosing reef condition and resilience in rapidly changing tropical seas.

Applied and Environmental Microbiology
Shanghai Jiao Tong University (CN), Xiamen University (CN), Institute of Oceanology (CN), South China Sea Institute Of Oceanology (CN), Southern Marine Science and Engineering Guangdong Laboratory (Guangzhou) (CN), Chinese Research Academy of Environmental Sciences (CN), University of Chinese Academy of Sciences (CN)
National Natural Science Foundation of China, National Key Research and Development Program of China
Life below water
Openalex Percentile: Top 9%
Coral and Marine Ecosystems Studies
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.