Evidence map›Paper›PMID 42089776›Full record

ArticleEnvironmental science & technology2026

Zooplankton Metabolism Shapes Molecular Composition of Dissolved Organic Matter in Coastal Waters.

Muhammad Firman Nuruddin, Yiu Cho Joe Poon, Xuejia He, Zekun Zhang, Xiaoming Tang, Sangwook Scott Lee, Shuwen Zhang, Ding He, Longjun Wu

Abstract read
In one paragraph

Article in Environmental science & technology, 2026. 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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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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4 · The record

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5 · Who and what money

Authors and funding

9 authors.

Muhammad Firman NuruddinDepartment of Ocean Science, The Hong Kong University of Science and Technology, Hong Kong, SAR 999077,China.ORCID 0000-0002-7198-978X
Yiu Cho Joe PoonDepartment of Ocean Science, The Hong Kong University of Science and Technology, Hong Kong, SAR 999077,China.
Xuejia HeCollege of Life Science and Technology, Key Laboratory of Eutrophication and Red Tide Prevention of Guangdong Higher Education Institutes, Jinan University, Guangzhou 510632, Guangdong, China.
Zekun ZhangDepartment of Ocean Science, The Hong Kong University of Science and Technology, Hong Kong, SAR 999077,China.
Xiaoming TangGuangdong Provincial Key Laboratory of Biotechnology for Plant Development, Guangzhou Key Laboratory of Subtropical Biodiversity and Biomonitoring, South China Normal University, West 55 of Zhongshan Avenue, Guangzhou 510631, Guangdong, China.
Sangwook Scott LeeDepartment of Ocean Science, The Hong Kong University of Science and Technology, Hong Kong, SAR 999077,China.
Shuwen ZhangGuangdong Provincial Key Laboratory of Biotechnology for Plant Development, Guangzhou Key Laboratory of Subtropical Biodiversity and Biomonitoring, South China Normal University, West 55 of Zhongshan Avenue, Guangzhou 510631, Guangdong, China.
Ding HeDepartment of Ocean Science, The Hong Kong University of Science and Technology, Hong Kong, SAR 999077,China.ORCID 0000-0001-9620-6115
Longjun WuDepartment of Ocean Science, The Hong Kong University of Science and Technology, Hong Kong, SAR 999077,China.ORCID 0000-0002-7580-5503

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Dissolved organic matter (DOM), the largest reservoir of organic material in the ocean, plays a crucial role in the global nutrient cycle and the microbial loop. While existing studies have documented significant DOM release by marine organisms, how organismal metabolic processes under different nutrient levels influence the intrinsic characteristics of their derived DOM remains largely unknown. We conducted zooplankton DOM release experiments in estuarine-coastal water systems, followed by molecular characterization of the DOM using Fourier transform ion cyclotron resonance mass spectrometry and metabolic profiling using community-level gene expression analysis (metatranscriptomics). Our results reveal substantial differences in the molecular composition and characteristics of zooplankton-derived DOM from eutrophic compared to mesotrophic communities. Moreover, zooplankton in mesotrophic environments exhibited a higher expression of metabolic genes. We found strong correlations between the zooplankton-derived DOM chemical composition and zooplankton gene expression associated with metabolic processes including carbohydrate metabolism, amino acid, energy production, lipid, terpenoid-polyketide and glycan biosynthesis. Furthermore, the modified aromaticity indexes of the zooplankton-derived DOM are also highly associated with metabolism-related gene functions, suggesting that metabolic responses may drive the derived DOM aromaticity characteristics. This study enhances our understanding of how organismal metabolic activities shape the molecular properties of released DOM, underscoring their critical roles in biogeochemical cycling.

Indexed as

Dissolved Organic MatterZooplanktonAnimalsSeawaterDissolved Organic MatterBiogeochemical CycleDissolved Organic MatterFT-ICR MSGene ExpressionMetabolismMeta-transcriptomicsZooplankton

Identifiers

PMID42089776
PMCPMC13262054

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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.