Evaluation of water sampling methodologies for amplicon-based characterization of bacterial community structure

被引:32
作者
Staley, Christopher [1 ]
Gould, Trevor J. [1 ,2 ]
Wang, Ping [1 ]
Phillips, Jane [2 ]
Cotner, James B. [3 ]
Sadowsky, Michael J. [1 ,4 ]
机构
[1] Univ Minnesota, Inst Biotechnol, St Paul, MN 55108 USA
[2] Univ Minnesota, Biol Program, St Paul, MN 55108 USA
[3] Univ Minnesota, Dept Ecol Evolut & Behav, St Paul, MN 55108 USA
[4] Univ Minnesota, Dept Soil Water & Climate, St Paul, MN 55108 USA
关键词
Bacterial community structure; DNA extraction kits; 16S rDNA amplicons; Next-generation sequencing; Water volume; UPPER MISSISSIPPI RIVER; RIBOSOMAL-RNA ANALYSIS; MICROBIAL DIVERSITY; RARE BIOSPHERE; BACTERIOPLANKTON COMMUNITIES; SPATIAL VARIABILITY; SPECIES RICHNESS; SEQUENCE DATA; ABUNDANCE; WRINKLES;
D O I
10.1016/j.mimet.2015.05.003
中图分类号
Q5 [生物化学];
学科分类号
071010 ; 081704 ;
摘要
Reduction in costs of next-generation sequencing technologies has allowed unprecedented characterization of bacterial communities from environmental samples including aquatic ecosystems. However, the extent to which extrinsic factors including sampling volume, sample replication, DNA extraction kits, and sequencing target affect the community structure inferred are poorly explored. Here, triplicate 1, 2, and 6 L volume water samples from the Upper Mississippi River were processed to determine variation among replicates and sample volumes. Replicate variability significantly influenced differences in the community alpha-diversity (P = 0.046), while volume significantly changed beta-diversity (P = 0.037). Differences in phylogenetic and taxonomic community structure differed both among triplicate samples and among the volumes filtered. Communities from 2 Land 6 L water samples showed similar clustering via discriminant analysis. To assess variation due to DNA extraction method, DNA was extracted from triplicate cell pellets from four sites along the Upper Mississippi River using the Epicentre Metagenomic DNA Isolation Kit for Water and MoBio PowerSoil kit. Operational taxonomic units representing <= 14% of sequence reads differed significantly among all sites and extraction kits used, although differences in diversity and community coverage were not significant (P >= 0.057). Samples characterized using only the V6 region had significantly higher coverage and lower richness and alpha-diversity than those characterized using V4-V6 regions (P<0.001). Triplicate sampling of at least 2 L of water provides robust representation of community variability, and these results indicate that DNA extraction kit and sequencing target displayed taxonomic biases that did not affect the overall biological conclusions drawn. (C) 2015 Elsevier B.V. All rights reserved.
引用
收藏
页码:43 / 50
页数:8
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