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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References
Denoising PCR-amplified metagenome data
TL;DR: A new denoising algorithm that is more accurate and over an order of magnitude faster than AmpliconNoise is introduced, which eliminates the need for training data to establish error parameters, fully utilizes sequence-abundance information, and enables inclusion of context-dependent PCR error rates.
Accurate Genome Relative Abundance Estimation Based on Shotgun Metagenomic Reads
TL;DR: A unified probabilistic framework by explicitly modeling read assignment ambiguities, genome size biases and read distributions along the genomes using the Mixture Model theory (GRAMMy), which is demonstrated to give estimates that are accurate and robust across both simulated and real read benchmark datasets.
New insights into hydrothermal vent processes in the unique shallow-submarine arc-volcano, Kolumbo (Santorini), Greece
Stephanos P. Kilias,Paraskevi Nomikou,Dimitrios Papanikolaou,Paraskevi N. Polymenakou,Athanasios Godelitsas,Ariadne Argyraki,Steven Carey,P. Gamaletsos,P. Gamaletsos,T. J. Mertzimekis,Eleni Stathopoulou,Joerg Goettlicher,Ralph Steininger,Konstantina Betzelou,Isidoros Livanos,Christos A. Christakis,Katherine L.C. Bell,Michael Scoullos +17 more
TL;DR: It is highlighted that acidic shallow-submarine hydrothermal vents nourish marine ecosystems in which nitrifying Archaea are important and suggest ferrihydrite-type Fe3+-(hydrated)-oxyhydroxides in associated low-temperature iron mats are formed by anaerobic Fe2+-oxidation, dependent on microbially produced nitrate.
Geomicrobiology of extremely acidic subsurface environments.
TL;DR: Wooden pit props, submerged in the underground lake, act as a slow-release source of organic carbon in the subterranean Mynydd Parys lake, supporting a microbial community that is more enriched with heterotrophic microorganisms.
118
Comparative Metagenomic Analysis of Soil Microbial Communities across Three Hexachlorocyclohexane Contamination Levels
Naseer Sangwan,Pushp Lata,Vatsala Dwivedi,Amit Kumar Singh,Neha Niharika,Jasvinder Kaur,Shailly Anand,Jaya Malhotra,Swati Jindal,Aeshna Nigam,Devi Lal,Ankita Dua,Anjali Saxena,Nidhi Garg,Mansi Verma,Jaspreet Kaur,Udita Mukherjee,Jack A. Gilbert,Jack A. Gilbert,Scot E. Dowd,Rajagopal Raman,Paramjit Khurana,Jitendra P. Khurana,Rup Lal +23 more
TL;DR: The phylogenetic shift in the HCH-dumpsite exhibited a relatively higher abundance of genes coding for chemotaxis/motility, chloroaromatic and HCH degradation (lin genes), which provides evidence for the horizontal transfer of HCH catabolism genes.
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