Obtaining deeper insights into microbiome diversity using a simple method to block host and nontargets in amplicon sequencing

被引:12
作者
Mayer, Teresa [1 ]
Mari, Alfredo [1 ,2 ]
Almario, Juliana [2 ]
Murillo-Roos, Mariana [1 ]
Abdullah, Hafiz Syed M. [1 ]
Dombrowski, Nina [3 ]
Hacquard, Stephane [3 ]
Kemen, Eric M. [2 ]
Agler, Matthew T. [1 ]
机构
[1] Friedrich Schiller Univ Jena, Dept Microbiol, Plant Microbiosis Lab, Neugasse 23, D-07743 Jena, Germany
[2] Eberhardt Karl Univ Tubingen, Dept Microbial Interact, IMIT ZMBP, Tubingen, Germany
[3] Max Planck Inst Plant Breeding Res, Dept Plant Microbe Interact, Cologne, Germany
基金
欧洲研究理事会;
关键词
amplicon sequencing; bacteria; fungi; holobiont; microbial diversity; microbiome; nontarget amplification; oomycete; protist; BACTERIA; REVEALS; PRIMERS;
D O I
10.1111/1755-0998.13408
中图分类号
Q5 [生物化学]; Q7 [分子生物学];
学科分类号
071010 ; 081704 ;
摘要
Profiling diverse microbiomes is revolutionizing our understanding of biological mechanisms and ecologically relevant problems, including metaorganism (host + microbiome) assembly, functions and adaptation. Amplicon sequencing of multiple conserved, phylogenetically informative loci has therefore become an instrumental tool for many researchers. Investigations in many systems are hindered, however, since essential sequencing depth can be lost by amplification of nontarget DNA from hosts or overabundant microorganisms. Here, we introduce "blocking oligos", a low-cost and flexible method using standard oligonucleotides to block amplification of diverse nontargets and software to aid their design. We apply them primarily in leaves, where exceptional challenges with host amplification prevail. A. thaliana-specific blocking oligos applied in eight different target loci reduce undesirable host amplification by up to 90%. To expand applicability, we designed universal 16S and 18S rRNA gene plant blocking oligos for targets that are conserved in diverse plant species and demonstrate that they efficiently block five plant species from five orders spanning monocots and dicots (Bromus erectus, Plantago lanceolata, Lotus corniculatus, Amaranth sp., Arabidopsis thaliana). These can increase alpha diversity discovery without biasing beta diversity patterns and do not compromise microbial load information inherent to plant-derived 16S rRNA gene amplicon sequencing data. Finally, we designed and tested blocking oligos to avoid amplification of 18S rRNA genes of a sporulating oomycete pathogen, demonstrating their effectiveness in applications well beyond plants. Using these tools, we generated a survey of the A. thaliana leaf microbiome based on eight loci targeting bacterial, fungal, oomycete and other eukaryotic microorganisms and discuss complementarity of commonly used amplicon sequencing regions for describing leaf microbiota. This approach has potential to make questions in a variety of study systems more tractable by making amplicon sequencing more targeted, leading to deeper, systems-based insights into microbial discovery. For fast and easy design for blocking oligos for any nontarget DNA in other study systems, we developed a publicly available R package.
引用
收藏
页码:1952 / 1965
页数:14
相关论文
共 30 条
[1]  
Agler, 2020, OBTAINING DEEPER INS
[2]   Microbial Hub Taxa Link Host and Abiotic Factors to Plant Microbiome Variation [J].
Agler, Matthew T. ;
Ruhe, Jonas ;
Kroll, Samuel ;
Morhenn, Constanze ;
Kim, Sang-Tae ;
Weigel, Detlef ;
Kemen, Eric M. .
PLOS BIOLOGY, 2016, 14 (01)
[3]   The Hologenomic Basis of Speciation: Gut Bacteria Cause Hybrid Lethality in the Genus Nasonia [J].
Brucker, Robert M. ;
Bordenstein, Seth R. .
SCIENCE, 2013, 341 (6146) :667-669
[4]   The Evolution of Per-cell Organelle Number [J].
Cole, Logan W. .
FRONTIERS IN CELL AND DEVELOPMENTAL BIOLOGY, 2016, 4
[5]   Network analysis reveals that bacteria and fungi form modules that correlate independently with soil parameters [J].
de Menezes, Alexandre B. ;
Prendergast-Miller, Miranda T. ;
Richardson, Alan E. ;
Toscas, Peter ;
Farrell, Mark ;
Macdonald, Lynne M. ;
Baker, Geoff ;
Wark, Tim ;
Thrall, Peter H. .
ENVIRONMENTAL MICROBIOLOGY, 2015, 17 (08) :2677-2689
[6]   Primer and Database Choice Affect Fungal Functional but Not Biological Diversity Findings in a National Soil Survey [J].
George, Paul B. L. ;
Creer, Simon ;
Ths, Robert I. Grif Fi ;
Emmett, Bridget A. ;
Robinson, David A. ;
Jones, Davey L. .
FRONTIERS IN ENVIRONMENTAL SCIENCE, 2019, 7
[7]  
GIANGACOMO C, 2020, PHYTOBIOMES J
[8]   Microbiome interactions shape host fitness [J].
Gould, Alison L. ;
Zhang, Vivian ;
Lamberti, Lisa ;
Jones, Eric W. ;
Obadia, Benjamin ;
Korasidis, Nikolaos ;
Gavryushkin, Alex ;
Carlson, Jean M. ;
Beerenwinkel, Niko ;
Ludington, William B. .
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2018, 115 (51) :E11951-E11960
[9]   Disentangling the factors shaping microbiota composition across the plant holobiont [J].
Hacquard, Stephane .
NEW PHYTOLOGIST, 2016, 209 (02) :454-457
[10]   Minimization of chloroplast contamination in 16S rRNA gene pyrosequencing of insect herbivore bacterial communities [J].
Hanshew, Alissa S. ;
Mason, Charles J. ;
Raffa, Kenneth F. ;
Currie, Cameron R. .
JOURNAL OF MICROBIOLOGICAL METHODS, 2013, 95 (02) :149-155