Metagenomics: Tools and Insights for Analyzing Next-Generation Sequencing Data Derived from Biodiversity Studies
Anastasis Oulas,Christina Pavloudi,Paraskevi N. Polymenakou,Georgios A. Pavlopoulos,Nikolas Papanikolaou,Georgios Kotoulas,Christos Arvanitidis,Ioannis Iliopoulos +7 more
TL;DR: An overview of the sequencing technologies and how they are uniquely suited to various types of metagenomic studies is provided and future trends in the field are provided with respect to tools and technologies currently under development.
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Abstract: Advances in next-generation sequencing (NGS) have allowed significant breakthroughs in microbial ecology studies. This has led to the rapid expansion of research in the field and the establishment of “metagenomics”, often defined as the analysis of DNA from microbial communities in environmental samples without prior need for culturing. Many metagenomics statistical/computational tools and databases have been developed in order to allow the exploitation of the huge influx of data. In this review article, we provide an overview of the sequencing technologies and how they are uniquely suited to various types of metagenomic studies. We focus on the currently available bioinformatics techniques, tools, and methodologies for performing each individual step of a typical metagenomic dataset analysis. We also provide future trends in the field with respect to tools and technologies currently under development. Moreover, we discuss data management, distribution, and integration tools that are capable of performing comparative metagenomic analyses of multiple datasets using well-established databases, as well as commonly used annotation standards.
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MetaWRAP-a flexible pipeline for genome-resolved metagenomic data analysis.
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Gregory J. Dick,Gregory J. Dick,Anders F. Andersson,Anders F. Andersson,Brett J. Baker,Sheri L. Simmons,Brian C. Thomas,A. Pepper Yelton,Jillian F. Banfield +8 more
TL;DR: It is found that shared environmental pressures and interactions among coevolving organisms do not obscure genome signatures in acid mine drainage communities and genome signatures can be used to assign sequence fragments to populations, an essential prerequisite if metagenomics is to provide ecological and biochemical insights into the functioning of microbial communities.
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