A Primer on the Analysis of High-Throughput Sequencing Data for Detection of Plant Viruses

被引:40
作者
Kutnjak, Denis [1 ]
Tamisier, Lucie [2 ]
Adams, Ian [3 ]
Boonham, Neil [4 ]
Candresse, Thierry [5 ]
Chiumenti, Michela [6 ]
De Jonghe, Kris [7 ]
Kreuze, Jan F. [8 ]
Lefebvre, Marie [5 ]
Silva, Goncalo [9 ]
Malapi-Wight, Martha [10 ]
Margaria, Paolo [11 ]
Plesko, Irena Mavriric [12 ]
McGreig, Sam [3 ]
Miozzi, Laura [13 ]
Remenant, Benoit [14 ]
Reynard, Jean-Sebastien [15 ]
Rollin, Johan [2 ,16 ]
Rott, Mike [17 ]
Schumpp, Olivier [15 ]
Massart, Sebastien [2 ]
Haegeman, Annelies [7 ]
机构
[1] Natl Inst Biol, Dept Biotechnol & Syst Biol, Vecna Pot 111, Ljubljana 1000, Slovenia
[2] Univ Liege, Plant Pathol Lab, Gembloux Agrobio Tech, TERRA, Passage Deportes 2, B-5030 Gembloux, Belgium
[3] Fera Sci Ltd, York YO41 1LZ, N Yorkshire, England
[4] Newcastle Univ, Inst Agrifood Res & Innovat, Kings Rd, Newcastle Upon Tyne NE1 7RU, Tyne & Wear, England
[5] Univ Bordeaux, INRA, UMR Biol Fruit & Pathol 1332, F-33140 Villenave Dornon, France
[6] CNR, Inst Sustainable Plant Protect, Via Amendola 122-D, I-70126 Bari, Italy
[7] Flanders Res Inst Agr Fisheries & Food, Plant Sci Unit, Burg Van Gansberghelaan 96, B-9820 Merelbeke, Belgium
[8] Int Potato Ctr CIP, Ave Molina 1895, Lima 15023, Peru
[9] Univ Greenwich, Nat Resources Inst, Cent Ave, Chatham ME4 4TB, Kent, England
[10] Anim & Plant Hlth Inspect Serv, Biotechnol Risk Anal Programs, Biotechnol Regulatory Serv, USDA, Riverdale, MD 20737 USA
[11] Leibniz Inst DSMZ, Inhoffenstr 7b, D-38124 Braunschweig, Germany
[12] Agr Inst Slovenia, Hacquetova Ulica 17, Ljubljana 1000, Slovenia
[13] Natl Res Council Italy IPSP CNR, Inst Sustainable Plant Protect, Str Cacce 73, I-10135 Turin, Italy
[14] ANSES Plant Hlth Lab, 7 Rue Jean Dixmeras, F-49044 Angers 01, France
[15] Agroscope, Route Duillier 50, CH-1260 Nyon, Switzerland
[16] DNAVis, B-6041 Charleroi, Belgium
[17] Canadian Food Inspect Agcy, Sidney Lab, 8801 East Saanich Rd, North Saanich, BC V8L 1H3, Canada
关键词
plant virus; high-throughput sequencing; bioinformatics; detection; discovery; DOUBLE-STRANDED-RNA; SINGLE-CELL; METAGENOMIC ANALYSIS; NUCLEIC-ACIDS; GENERATION; ALIGNMENT; GENOMES; IDENTIFICATION; DISCOVERY; EVOLUTION;
D O I
10.3390/microorganisms9040841
中图分类号
Q93 [微生物学];
学科分类号
071005 ; 100705 ;
摘要
High-throughput sequencing (HTS) technologies have become indispensable tools assisting plant virus diagnostics and research thanks to their ability to detect any plant virus in a sample without prior knowledge. As HTS technologies are heavily relying on bioinformatics analysis of the huge amount of generated sequences, it is of utmost importance that researchers can rely on efficient and reliable bioinformatic tools and can understand the principles, advantages, and disadvantages of the tools used. Here, we present a critical overview of the steps involved in HTS as employed for plant virus detection and virome characterization. We start from sample preparation and nucleic acid extraction as appropriate to the chosen HTS strategy, which is followed by basic data analysis requirements, an extensive overview of the in-depth data processing options, and taxonomic classification of viral sequences detected. By presenting the bioinformatic tools and a detailed overview of the consecutive steps that can be used to implement a well-structured HTS data analysis in an easy and accessible way, this paper is targeted at both beginners and expert scientists engaging in HTS plant virome projects.
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页数:31
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