Phosphorus Enrichment Rewires Viral-Mediated Phosphorus Cycling in Freshwater Ecosystems via Auxiliary Metabolic Genes

Raoqiong Che , Shiying Zhang , Hao Yi , Jun Li , Kaixin Diao , Xiaolong Cui , Hongchen Jiang , Wei Xiao

Journal of Earth Science ›› : 1 -17.

PDF
Journal of Earth Science ›› :1 -17. DOI: 10.1007/s12583-026-0601-6
Article
research-article
Phosphorus Enrichment Rewires Viral-Mediated Phosphorus Cycling in Freshwater Ecosystems via Auxiliary Metabolic Genes
Author information +
History +
PDF

Abstract

While phosphorus (P) enrichment is a well-recognized driver of eutrophication in freshwater ecosystems, the effect of phosphorus enrichment on viral communities and functions remains poorly understood. Here we conducted microcosm experiments manipulating P availability using water from an oligotrophic plateau lake, integrating amplicon sequencing/viromics and direct experimentation. The results reveal that P enrichment induces niche partitioning in prokaryotic communities, favoring copiotrophic taxa such as Cyanobacteria while maintaining α-diversity. Concurrently, viral communities exhibited β-diversity shifts, with specific lineages (e.g., Tequatrovirus, Lambdavirus) enriched and several P-related auxiliary metabolic genes (AMGs, purL, phnO and pyrE) involved in purine/pyrimidine metabolism and phosphonate utilization were identified bioinformatically in P-enriched viral metagenomes. Furthermore, viral-host interaction networks structure was changed, with cyanobacteria and Alphaproteobacteria emerging as crucial taxa. Notably, viral AMGs may accelerate P turnover rates, driven by viral-mediated production of labile organic phosphorus compounds. These findings bridge viral ecology and eutrophication science by demonstrating that viral AMGs act as metabolic catalysts, amplifying P cycling under nutrient stress. This work underscores the necessity of integrating viral processes into predictive models of eutrophication and identifies viral AMGs as potential early-warning indicators for mitigating P-driven cyanobacterial blooms and restoring ecosystem balance.

Keywords

P enrichment / prokaryotic communities / viral communities / virus-host interaction / auxiliary metabolic genes / environment geology

Cite this article

Download citation ▾
Raoqiong Che, Shiying Zhang, Hao Yi, Jun Li, Kaixin Diao, Xiaolong Cui, Hongchen Jiang, Wei Xiao. Phosphorus Enrichment Rewires Viral-Mediated Phosphorus Cycling in Freshwater Ecosystems via Auxiliary Metabolic Genes. Journal of Earth Science 1-17 DOI:10.1007/s12583-026-0601-6

登录浏览全文

4963

注册一个新账户 忘记密码

References

[1]

Anantharaman K, Duhaime M B, Breier J Aet al. . Sulfur Oxidation Genes in Diverse Deep-Sea Viruses. Science. 2014, 344(6185): 757-760.

[2]

Aramaki T, Blanc-Mathieu R, Endo Het al. . KofamKOALA: KEGG Ortholog Assignment Based on Profile HMM and Adaptive Score Threshold. Bioinformatics. 2020, 36(7): 2251-2252.

[3]

Banerjee S, Walder F, Büchi Let al. . Agricultural Intensification Reduces Microbial Network Complexity and the Abundance of Keystone Taxa in Roots. The ISME Journal. 2019, 13(7): 1722-1736.

[4]

Bastian M, Heymann S, Jacomy M. Gephi: An Open Source Software for Exploring and Manipulating Networks. Proceedings of the International AAAI Conference on Web and Social Media. 2009, 3(1): 361-362.

[5]

Jang H B, Bolduc B, Zablocki Oet al. . Taxonomic Assignment of Uncultivated Prokaryotic Virus Genomes Is Enabled by Gene-Sharing Networks. Nature Biotechnology. 2019, 37(6): 632-639.

[6]

Bolger A M, Lohse M, Usadel B. Trimmomatic: A Flexible Trimmer for Illumina Sequence Data. Bioinformatics. 2014, 30(15): 2114-2120.

[7]

Brussaard C P D. Optimization of Procedures for Counting Viruses by Flow Cytometry. Applied and Environmental Microbiology. 2004, 70(3): 1506-1513.

[8]

Cai L L, Chen Y, Xiao S Wet al. . Abundant and Cosmopolitan Lineage of Cyanopodoviruses Lacking a DNA Polymerase Gene. The ISME Journal. 2023, 17(2): 252-262.

[9]

Cai L L, Zhang R, He Yet al. . Metagenomic Analysis of Virioplankton of the Subtropical Jiulong River Estuary, China. Viruses. 2016, 8(2): 35.

[10]

Capella-Gutiérrez S, Silla-Martínez J M, Gabaldón T. TrimAl: A Tool for Automated Alignment Trimming in Large-Scale Phylogenetic Analyses. Bioinformatics. 2009, 25151972-1973.

[11]

Che R Q, Bai M, Xiao Wet al. . Nutrient Levels and Prokaryotes Affect Viral Communities in Plateau Lakes. Science of the Total Environment. 2022, 839: 156033.

[12]

Clasen J L, Elser J J. The Effect of Host Chlorella nC64A Carbon: Phosphorus Ratio on the Production of Paramecium Bursaria Chlorella Virus-1. Freshwater Biology. 2007, 52(1): 112-122.

[13]

Conley D J, Paerl H W, Howarth R Wet al. . Controlling Eutrophication: Nitrogen and Phosphorus. Science. 2009, 32359171014-1015.

[14]

Roux S, Brum J R, Dutilh B Eet al. . Ecogenomics and Potential Biogeochemical Impacts of Globally Abundant Ocean Viruses. Nature. 2016, 537(7622): 689-693.

[15]

Cotner J B, Biddanda B A. Small Players, Large Role: Microbial Influence on Biogeochemical Processes in Pelagic Aquatic Ecosystems. Ecosystems. 2002, 5(2): 105-121.

[16]

Duhamel S. The Microbial Phosphorus Cycle in Aquatic Ecosystems. Nature Reviews Microbiology. 2025, 23(4): 239-255.

[17]

Edgar R C. MUSCLE: A Multiple Sequence Alignment Method with Reduced Time and Space Complexity. BMC Bioinformatics. 2004, 5(1): 113.

[18]

Elser J J, Sterner R W, Gorokhova Eet al. . Biological Stoichiometry from Genes to Ecosystems. Ecology Letters. 2000, 36540-550.

[19]

Falkowski P G, Fenchel T, Delong E F. The Microbial Engines that Drive Earth’s Biogeochemical Cycles. Science. 2008, 320(5879): 1034-1039.

[20]

Goldsmith D B, Crosti G, Dwivedi Bet al. . Development of phoH as a Novel Signature Gene for Assessing Marine Phage Diversity. Applied and Environmental Microbiology. 2011, 77(21): 7730-7739.

[21]

Guo J R, Bolduc B, Zayed A Aet al. . VirSorter2: a Multi-Classifier, Expert-Guided Approach to Detect Diverse DNA and RNA Viruses. Microbiome. 2021, 9(1): 37.

[22]

Hatfull G F, Hendrix R W. Bacteriophages and Their Genomes. Current Opinion in Virology. 2011, 14298-303.

[23]

Holland D, Roberts S, Beardall J. Assessment of the Nutrient Status of Phytoplankton: A Comparison between Conventional Bioassays and Nutrient-Induced Fluorescence Transients (NIFTs). Ecological Indicators. 2004, 4(3): 149-159.

[24]

Howard-Varona C, Lindback M M, Fudyma J Det al. . Environment-Specific Virocell Metabolic Reprogramming. The ISME Journal. 2024, 18: wrae055.

[25]

Huang B, Chen B W, Xie X Qet al. . Uncovering Effects of Anaerobic Digestion Process on Viral Communities in Activated Sludges Using Viromic Approaches. Chemical Engineering Journal. 2024, 496153964.

[26]

Huang X, Zhou Z C, Liu H Yet al. . Soil Nutrient Conditions Alter Viral Lifestyle Strategy and Potential Function in Phosphorous and Nitrogen Metabolisms. Soil Biology and Biochemistry. 2024, 189109279.

[27]

Huerta-Cepas J, Szklarczyk D, Heller Det al. . EggNOG 5.0: A Hierarchical, Functionally and Phylogenetically Annotated Orthology Resource Based on 5090 Organisms and 2502 Viruses. Nucleic Acids Research. 2019, 47(D1): D309-D314.

[28]

Hurwitz B L, U’Ren J M. Viral Metabolic Reprogramming in Marine Ecosystems. Current Opinion in Microbiology. 2016, 31: 161-168.

[29]

Kieft K, Zhou Z C, Anderson R Eet al. . Ecology of Inorganic Sulfur Auxiliary Metabolism in Widespread Bacteriophages. Nature Communications. 2021, 12: 3503.

[30]

Leff J W, Jones S E, Prober S Met al. . Consistent Responses of Soil Microbial Communities to Elevated Nutrient Inputs in Grasslands across the Globe. Proceedings of the National Academy of Sciences of the United States of America. 2015, 1123510967-10972.

[31]

Lennon J T, Jones S E. Microbial Seed Banks: The Ecological and Evolutionary Implications of Dormancy. Nature Reviews Microbiology. 2011, 92119-130.

[32]

Li W Z, Godzik A. Cd-Hit: A Fast Program for Clustering and Comparing Large Sets of Protein or Nucleotide Sequences. Bioinformatics. 2006, 22(13): 1658-1659.

[33]

Li Y M, Xiong L L, Yu Het al. . Biogeochemical Sulfur Cycling of Virus Auxiliary Metabolic Genes Involved in Napahai Plateau Wetland. Environmental Science and Pollution Research. 2023, 30(15): 44430-44438.

[34]

Li Y, Li R L, Hou Jet al. . Mobile Genetic Elements Affect the Dissemination of Antibiotic Resistance Genes (ARGs) of Clinical Importance in the Environment. Environmental Research. 2024, 243: 117801.

[35]

Lin Z B, Yuan T, Zhou Let al. . Impact Factors of the Accumulation, Migration and Spread of Antibiotic Resistance in the Environment. Environmental Geochemistry and Health. 2021, 43(5): 1741-1758.

[36]

Lobus N V, Kulikovskiy M S. The Co-Evolution Aspects of the Biogeochemical Role of Phytoplankton in Aquatic Ecosystems: A Review. Biology. 2023, 12192.

[37]

Luo X Q, Wang P D, Li J Let al. . Viral Community-Wide Auxiliary Metabolic Genes Differ by Lifestyles, Habitats, and Hosts. Microbiome. 2022, 101190.

[38]

Nayfach S, Camargo A P, Schulz Fet al. . CheckV Assesses the Quality and Completeness of Metagenome-Assembled Viral Genomes. Nature Biotechnology. 2021, 395578-585.

[39]

Pavlopoulos G A, Baltoumas F A, Liu Set al. . Unraveling the Functional Dark Matter through Global Metagenomics. Nature. 2023, 622: 594-602.

[40]

Peng Y, Leung H C M, Yiu S Met al. . IDBA-UD: A de novo Assembler for Single-Cell and Metagenomic Sequencing Data with Highly Uneven Depth. Bioinformatics. 2012, 28(11): 1420-1428.

[41]

Pigot A L, Jetz W, Sheard Cet al. . The Macroecological Dynamics of Species Coexistence in Birds. Nature Ecology & Evolution. 2018, 2(7): 1112-1119.

[42]

Pons J C, Paez-Espino D, Riera Get al. . VPF-Class: Taxonomic Assignment and Host Prediction of Uncultivated Viruses Based on Viral Protein Families. Bioinformatics. 2021, 37(13): 1805-1813.

[43]

Raes E J, Myles S, MacNeil Let al. . Seasonal Patterns of Microbial Diversity across the World Oceans. Limnology and Oceanography Letters. 2024, 9(5): 512-523.

[44]

Reijenga B R. The Macroecology of Coexistence. 2023, London, University College London

[45]

Rihtman B, Torcello-Requena A, Mikhaylina Aet al. . Coordinated Transcriptional Response to Environmental Stress by a Synechococcus Virus. The ISME Journal. 2024, 18: wrae032.

[46]

Rohwer F, Thurber R V. Viruses Manipulate the Marine Environment. Nature. 2009, 459(7244): 207-212.

[47]

Schnabel F, Liu X J, Kunz Met al. . Species Richness Stabilizes Productivity via Asynchrony and Drought-Tolerance Diversity in a Large-Scale Tree Biodiversity Experiment. Science Advances. 2021, 751eabk1643.

[48]

Seemann T. Prokka: Rapid Prokaryotic Genome Annotation. Bioinformatics. 2014, 30142068-2069.

[49]

Sterner R W, Elser J J. Ecological Stoichiometry: The Biology of Elements from Molecules to the Biosphere. 2003, Princeton, Princeton University Press.

[50]

Sullivan M B, Lindell D, Lee J Aet al. . Prevalence and Evolution of Core Photosystem II Genes in Marine Cyanobacterial Viruses and Their Hosts. PLoS Biology. 2006, 4(8): e234.

[51]

Suttle C A. Marine Viruses—Major Players in the Global Ecosystem. Nature Reviews Microbiology. 2007, 510801-812.

[52]

Wagg C, Schlaeppi K, Banerjee Set al. . Fungal-Bacterial Diversity and Microbiome Complexity Predict Ecosystem Functioning. Nature Communications. 2019, 10: 4841.

[53]

Wilhelm S W, Brigden S M, Suttle C A. A Dilution Technique for the Direct Measurement of Viral Production: A Comparison in Stratified and Tidally Mixed Coastal Waters. Microbial Ecology. 2002, 43(1): 168-173.

[54]

Wilhelm S W, Suttle C A. Viruses and Nutrient Cycles in the Sea: Viruses Play Critical Roles in the Structure and Function of Aquatic Food Webs. Bioscience. 1999, 4910781-788.

[55]

Yuan L, Yu P F, Huang X Yet al. . Seasonal Succession, Host Associations, and Biochemical Roles of Aquatic Viruses in a Eutrophic Lake Plagued by Cyanobacterial Blooms. Environment International. 2024, 193: 109125.

[56]

Zeng J X, Tu Q C, Yu X Let al. . PCycDB: A Comprehensive and Accurate Database for Fast Analysis of Phosphorus Cycling Genes. Microbiome. 2022, 10(1): 101.

[57]

Zheng X X, Jahn M T, Sun M Met al. . Organochlorine Contamination Enriches Virus-Encoded Metabolism and Pesticide Degradation Associated Auxiliary Genes in Soil Microbiomes. The ISME Journal. 2022, 1651397-1408.

[58]

Zhong Z P, Zablocki O, Li Y Fet al. . Glacier-Preserved Tibetan Plateau Viral Community Probably Linked to Warm-Cold Climate Variations. Nature Geoscience. 2024, 179912-919.

RIGHTS & PERMISSIONS

China University of Geosciences (Wuhan) and Springer-Verlag GmbH Germany, Part of Springer Nature

PDF

16

Accesses

0

Citation

Detail

Sections
Recommended

/