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Updated: Aug 6, 2026

Protocol for Microplastics Sampling on the Sea Surface and Sample Analysis
Published on: December 16, 2016
Microplastic Pollution Is Associated with Fragmentation and Environmental Sensitivity of Marine Planktonic Microbial
Rui Ma1, Guanlin Guo2, Chunhui Liu1
1Key Laboratory of Pollution Processes and Environmental Criteria (Ministry of Education)/Carbon Neutrality Interdisciplinary Science Centre, College of Environmental Science and Engineering, Nankai University, Tianjin300350, China.
Marine microplastic (MP) pollution alters microbial communities, reducing diversity and weakening ecological interactions. High MP concentrations increase microbial functional activity but may indicate lower ecosystem resilience.
Area of Science:
- Marine microbiology
- Environmental science
- Ecotoxicology
Background:
- Marine microplastic (MP) pollution is a growing concern, yet its impact on free-living microbial communities under natural conditions is not fully understood.
- Existing research often focuses on plastisphere biofilms, overlooking the broader effects on planktonic microbial ecosystems.
Purpose of the Study:
- To systematically evaluate how microbial community structure and function respond to varying microplastic concentrations in marine environments.
- To quantify changes in microbial sensitivity and ecological interactions using a comprehensive analysis framework.
Main Methods:
- Utilized the Response Modulation Analysis Framework (RMAF) integrating co-occurrence network analysis, random forest modeling, and SHAP/partial dependence methods.
- Analyzed Tara Oceans metagenomic data, assessing species diversity and seven functional gene categories across microplastic concentration gradients.
- Focused on free-living marine microbial communities (0.8-5 μm).
Main Results:
- High MP environments (>5,500 items·km-2) showed a decrease in nondominant taxa and increased dominance of abundant species.
- Functional profiles revealed higher abundance of genes involved in carbon, nitrogen, and sulfur cycling.
- Network analysis indicated reduced connectivity, increased fragmentation, weakened ecological interactions, and decreased system stability.
Conclusions:
- Microbial communities in high-MP environments exhibit increased sensitivity to environmental drivers, with response centralization and niche compression.
- Microplastics are associated with high microbial functional activity but may signal reduced ecosystem resilience.
- Findings highlight the significant ecological consequences of microplastic pollution on marine microbial ecosystems.
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