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PMID: 23842651 Published · ppublish English Journal Article Research Support, Non-U.S. Gov't

Microbial and viral metagenomes of a subtropical freshwater reservoir subject to climatic disturbances.

The ISME journal ·Vol. 7 ·No. 12 ·2013-12-00 ·Pages 2374-86

Tseng CH, Chiang PW, Shiah FK, Chen YL, Liou JR, Hsu TC, Maheswararajah S, Saeed I, Halgamuge S, Tang SL

Abstract

Extreme climatic activities, such as typhoons, are widely known to disrupt our natural environment. In particular, studies have revealed that typhoon-induced perturbations can result in several long-term effects on various ecosystems. In this study, we have conducted a 2-year metagenomic survey to investigate the microbial and viral community dynamics associated with environmental changes and seasonal variations in an enclosed freshwater reservoir subject to episodic typhoons. We found that the microbial community structure and the associated metagenomes continuously changed, where microbial richness increased after typhoon events and decreased during winter. Among the environmental factors that influenced changes in the microbial community, precipitation was considered to be the most significant. Similarly, the viral community regularly showed higher relative abundances and diversity during summer in comparison to winter, with major variations happening in several viral families including Siphoviridae, Myoviridae, Podoviridae and Microviridae. Interestingly, we also found that the precipitation level was associated with the terrestrial viral abundance in the reservoir. In contrast to the dynamic microbial community (L-divergence 0.73 ± 0.25), we found that microbial metabolic profiles were relatively less divergent (L-divergence 0.24 ± 0.04) at the finest metabolic resolution. This study provides for the first time a glimpse at the microbial and viral community dynamics of a subtropical freshwater ecosystem, adding a comprehensive set of new knowledge to aquatic environments.

MeSH Terms
Bacteria/genetics Bacterial Physiological Phenomena Biodiversity Climate Cyclonic Storms Ecosystem Fresh Water/microbiology,virology Metagenome Metagenomics Seasons Virus Physiological Phenomena Viruses/genetics,ultrastructure Water Microbiology
Authors & Affiliations
10 authors, click to expand affiliations / ORCID
Tseng Ching-Hung
1] Bioinformatics Program, Taiwan International Graduate Program, Academia Sinica, Taipei, Taiwan [2] Institute of Biomedical Informatics, National Yang-Ming University, Taipei, Taiwan [3] Biodiversity Research Center, Academia Sinica, Taipei, Taiwan.
Chiang Pei-Wen
Shiah Fuh-Kwo
Chen Yi-Lung
Liou Jia-Rong
Hsu Ting-Chang
Maheswararajah Suhinthan
Saeed Isaam
Halgamuge Saman
Tang Sen-Lin
References (42)
42 references, click to expand
  1. Marine diatom species harbour distinct bacterial communities.
    Environ Microbiol. 2005 Jun;7(6):860-73 PMID: 15892705
  2. Analysis of bacterial and archaeal diversity in coastal microbial mats using massive parallel 16S rRNA gene tag sequencing.
    ISME J. 2011 Nov;5(11):1701-12 PMID: 21544102
  3. Adapting to environmental changes using specialized paralogs.
    Trends Genet. 2008 Apr;24(4):154-8 PMID: 18325625
  4. Genomic perspectives in microbial oceanography.
    Nature. 2005 Sep 15;437(7057):336-42 PMID: 16163343
  5. Significant CO2 fixation by small prymnesiophytes in the subtropical and tropical northeast Atlantic Ocean.
    ISME J. 2010 Sep;4(9):1180-92 PMID: 20393575
  6. Bacterial glycogen synthesis and its regulation.
    Annu Rev Microbiol. 1984;38:419-58 PMID: 6093684
  7. Lake microbial communities are resilient after a whole-ecosystem disturbance.
    ISME J. 2012 Dec;6(12):2153-67 PMID: 22739495
  8. Marine phage genomics: what have we learned?
    Curr Opin Biotechnol. 2005 Jun;16(3):299-307 PMID: 15961031
  9. High diversity of cultivable heterotrophic bacteria in association with cyanobacterial water blooms.
    ISME J. 2009 Mar;3(3):314-25 PMID: 19020559
  10. Resistance, resilience and recovery: aquatic bacterial dynamics after water column disturbance.
    Environ Microbiol. 2011 Oct;13(10):2752-67 PMID: 21883795
  11. ShotgunFunctionalizeR: an R-package for functional comparison of metagenomes.
    Bioinformatics. 2009 Oct 15;25(20):2737-8 PMID: 19696045
  12. Physical and biological response of the Arabian Sea to tropical cyclone Phyan and its implications.
    Mar Environ Res. 2011 Jun;71(5):325-30 PMID: 21459432
  13. Introducing mothur: open-source, platform-independent, community-supported software for describing and comparing microbial communities.
    Appl Environ Microbiol. 2009 Dec;75(23):7537-41 PMID: 19801464
  14. Viruses in the desert: a metagenomic survey of viral communities in four perennial ponds of the Mauritanian Sahara.
    ISME J. 2013 Feb;7(2):359-69 PMID: 23038177
  15. Bacterial community assembly based on functional genes rather than species.
    Proc Natl Acad Sci U S A. 2011 Aug 23;108(34):14288-93 PMID: 21825123
  16. Amplification methods bias metagenomic libraries of uncultured single-stranded and double-stranded DNA viruses.
    Appl Environ Microbiol. 2011 Nov;77(21):7663-8 PMID: 21926223
  17. Viral metagenomics.
    Nat Rev Microbiol. 2005 Jun;3(6):504-10 PMID: 15886693
  18. CRISPR interference: RNA-directed adaptive immunity in bacteria and archaea.
    Nat Rev Genet. 2010 Mar;11(3):181-90 PMID: 20125085
  19. Naive Bayesian classifier for rapid assignment of rRNA sequences into the new bacterial taxonomy.
    Appl Environ Microbiol. 2007 Aug;73(16):5261-7 PMID: 17586664
  20. Fast UniFrac: facilitating high-throughput phylogenetic analyses of microbial communities including analysis of pyrosequencing and PhyloChip data.
    ISME J. 2010 Jan;4(1):17-27 PMID: 19710709
  21. Comparative genomics and functional analysis of niche-specific adaptation in Pseudomonas putida.
    FEMS Microbiol Rev. 2011 Mar;35(2):299-323 PMID: 20796030
  22. Metagenomic analysis of RNA viruses in a fresh water lake.
    PLoS One. 2009 Sep 29;4(9):e7264 PMID: 19787045
  23. Origins of bacterial diversity through horizontal genetic transfer and adaptation to new ecological niches.
    FEMS Microbiol Rev. 2011 Sep;35(5):957-76 PMID: 21711367
  24. Marine viruses: truth or dare.
    Ann Rev Mar Sci. 2012;4:425-48 PMID: 22457982
  25. Phylogenetic diversity of sequences of cyanophage photosynthetic gene psbA in marine and freshwaters.
    Appl Environ Microbiol. 2008 Sep;74(17):5317-24 PMID: 18586962
  26. BLAT--the BLAST-like alignment tool.
    Genome Res. 2002 Apr;12(4):656-64 PMID: 11932250
  27. Defining seasonal marine microbial community dynamics.
    ISME J. 2012 Feb;6(2):298-308 PMID: 21850055
  28. Prevalence and evolution of core photosystem II genes in marine cyanobacterial viruses and their hosts.
    PLoS Biol. 2006 Jul;4(8):e234 PMID: 16802857
  29. The dynamics of microbial partnerships in the coral Isopora palifera.
    ISME J. 2011 Apr;5(4):728-40 PMID: 20962876
  30. The Phage Proteomic Tree: a genome-based taxonomy for phage.
    J Bacteriol. 2002 Aug;184(16):4529-35 PMID: 12142423
  31. Assessing the diversity and specificity of two freshwater viral communities through metagenomics.
    PLoS One. 2012;7(3):e33641 PMID: 22432038
  32. Preparation of genomic DNA from bacteria.
    Curr Protoc Mol Biol. 2001 Nov;Chapter 2:Unit 2.4 PMID: 18265184
  33. Functional metagenomic profiling of nine biomes.
    Nature. 2008 Apr 3;452(7187):629-32 PMID: 18337718
  34. Prochlorococcus, a marine photosynthetic prokaryote of global significance.
    Microbiol Mol Biol Rev. 1999 Mar;63(1):106-27 PMID: 10066832
  35. The ecology of Cytophaga-Flavobacteria in aquatic environments.
    FEMS Microbiol Ecol. 2002 Feb 1;39(2):91-100 PMID: 19709188
  36. Laboratory procedures to generate viral metagenomes.
    Nat Protoc. 2009;4(4):470-83 PMID: 19300441
  37. Effects of experimental choices and analysis noise on surveys of the "rare biosphere".
    Appl Environ Microbiol. 2009 May;75(10):3263-70 PMID: 19270149
  38. High diversity of the viral community from an Antarctic lake.
    Science. 2009 Nov 6;326(5954):858-61 PMID: 19892985
  39. Spatial patterns and light-driven variation of microbial population gene expression in surface waters of the oligotrophic open ocean.
    Environ Microbiol. 2010 Jul;12(7):1940-56 PMID: 20406287
  40. eggNOG v3.0: orthologous groups covering 1133 organisms at 41 different taxonomic ranges.
    Nucleic Acids Res. 2012 Jan;40(Database issue):D284-9 PMID: 22096231
  41. The marine viromes of four oceanic regions.
    PLoS Biol. 2006 Nov;4(11):e368 PMID: 17090214
  42. Effects of climate events driven hydrodynamics on dissolved oxygen in a subtropical deep reservoir in Taiwan.
    Sci Total Environ. 2008 Apr 15;393(2-3):326-32 PMID: 18243280
Article Info
Journal
The ISME journal
Abbr.
ISME J
ISSN
1751-7370
Published
2013-12-00
Epub
2013-00-11
Pages
2374-86
Language
English
Region
England
NLM ID
101301086
PMCID
PMC3834851
Subset
IM
Analysis Services
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