Investigations of microbial ecology and diversity have been greatly enhanced by the application of culture-independent techniques. One such approach, metagenomics, involves sample collections from soil, water, and other environments. Extracted nucleic acids from bulk environmental samples are sequenced and analyzed, which allows microbial interactions to be inferred on the basis of bioinformati...

Over the past 5 to 10 years, Metagenomics has been proven a new field of research by explaining non-cultured microbes which represent the vast majority of organisms in most environments on earth. The science of metagenomics make it possible to investigate resource for the development of novel genes, enzymes and chemical compounds for use in biotechnology. Metagenomic libraries are, indeed, an e...

Next generation sequencing technologies used in metagenomics yield numerous sequencing fragments which come from thousands of different species. Accurately identifying genes from metagenomics fragments is one of the most fundamental issues in metagenomics. In this article, by fusing multifeatures (i.e., monocodon usage, monoamino acid usage, ORF length coverage, and Z-curve features) and using ...

SUMMARY Numerous metagenomics projects have produced tremendous amounts of sequencing data. Aligning these sequences to reference genomes is an essential analysis in metagenomics studies. Large-scale alignment data call for intuitive and efficient visualization tool. However, current tools such as various genome browsers are highly specialized to handle intraspecies mapping results. They are no...

This report summarizes the proceedings of the 2(nd) Annual Argonne Soils Workshop held at Argonne National Laboratory October 6-8, 2010. The workshop assembled a diverse group of soil ecologists, microbiologists, molecular biologists, and computational scientists to discuss the challenges and opportunities related to implementation of metagenomics approaches in soil microbial ecology. The overa...

Metagenomics by next generation sequencing has become an important tool for interrogating complex microbial communities. In this study we analyzed several pairs of metagenomic samples obtained by different methods and observed biases, resulting in different nucleotide composition of the sequenced reads. The pairwise sample comparison was based on the principal component analysis of dinucleotide...

9 Many metagenomics classification tools have been developed with the rapid growth of the 10 metagenomics field. However, the classification of closely related species remains a challenge for 11 this field. Here, we compared MetaPhlAn2, kallisto and Kraken for their performances in two 12 metagenomics settings, human metagenomics and environmental metagenomics. Our comparative 13 study showed t...

Microbial enzyme diversity is a key to understand many ecosystem processes. Whole metagenome sequencing (WMG) obtains information on functional genes, but it is costly and inefficient due to large amount of sequencing that is required. In this study, we have applied a captured metagenomics technique for functional genes in soil microorganisms, as an alternative to WMG. Large-scale targeting of ...