ATLAS (Automatic Tool for Local Assembly Structures) - a comprehensive infrastructure for assembly, annotation, and genomic binning of metagenomic and metatranscriptomic data

نویسندگان

  • Richard Allen White
  • Joseph Brown
  • Sean Colby
  • Christopher C. Overall
  • Joon-Yong Lee
  • Jeremy Zucker
  • Kurt R. Glaesemann
  • Christer Jansson
  • Janet K. Jansson
چکیده

Summary: ATLAS (Automatic Tool for Local Assembly Structures) is a comprehensive multi-omics data analysis pipeline that is massively parallel and scalable. ATLAS contains a modular analysis pipeline for assembly, annotation, quantification and genome binning of metagenomics and metatranscriptomics data and a framework for reference metaproteomic database construction. ATLAS transforms raw sequence data into functional and taxonomic data at the microbial population level and provides genome-centric resolution through genome binning. ATLAS provides robust taxonomy based on majority voting of protein-coding open reading frames (ORFs) rolled-up at the contig level using modified lowest common ancestor (LCA) analysis. ATLAS is user-friendly, easy install through bioconda maintained as open-source on GitHub, and is implemented in Snakemake for modular customizable workflows. Availability and implementation: ATLAS is written in python and distributed under a BSD license. ATLAS is compatible with python 3.5+ and anaconda 3+ versions. ATLAS functions on both MacOS and Linux. The source code of ATLAS is freely available at https://github.com/ pnnl /atlas . Contact: Richard Allen White III and Janet Jansson, Earth and Biological Sciences Directorate, Pacific Northwest National Laboratory, Richland, Washington 99352, USA. Email: [email protected] or [email protected], [email protected]

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

IMP : a pipeline for reproducible integrated 1 metagenomic and metatranscriptomic analyses

20 We present IMP, an automated pipeline for reproducible integrated analyses of coupled 21 metagenomic and metatranscriptomic data. IMP incorporates preprocessing, iterative co22 assembly of metagenomic and metatranscriptomic data, analyses of microbial community 23 structure and function as well as genomic signature-based visualizations. Complementary use 24 of metagenomic and metatranscripto...

متن کامل

Reconstructing the Genomic Content of Microbiome Taxa through Shotgun Metagenomic Deconvolution

Metagenomics has transformed our understanding of the microbial world, allowing researchers to bypass the need to isolate and culture individual taxa and to directly characterize both the taxonomic and gene compositions of environmental samples. However, associating the genes found in a metagenomic sample with the specific taxa of origin remains a critical challenge. Existing binning methods, b...

متن کامل

Survey and Effects of Manufacture and Assembly Errors on the Output Error of Globoidal Cam Mechanisms

The output error of the globoidal cam mechanism can be considered as a relevant indicator of mechanism performance, because it determines kinematic and dynamical behavior of mechanical transmission. Based on the differential geometry and the rigid body transformations, the mathematical model of surface geometry of the globoidal cam is established. Then we present the analytical expression of th...

متن کامل

Survey and Effects of Manufacture and Assembly Errors on the Output Error of Globoidal Cam Mechanisms

The output error of the globoidal cam mechanism can be considered as a relevant indicator of mechanism performance, because it determines kinematic and dynamical behavior of mechanical transmission. Based on the differential geometry and the rigid body transformations, the mathematical model of surface geometry of the globoidal cam is established. Then we present the analytical expression of th...

متن کامل

The Binning of Metagenomic Contigs for Microbial Physiology of Mixed Cultures

So far, microbial physiology has dedicated itself mainly to pure cultures. In nature, cross feeding and competition are important aspects of microbial physiology and these can only be addressed by studying complete communities such as enrichment cultures. Metagenomic sequencing is a powerful tool to characterize such mixed cultures. In the analysis of metagenomic data, well established algorith...

متن کامل

ذخیره در منابع من


  با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

عنوان ژورنال:
  • PeerJ PrePrints

دوره 5  شماره 

صفحات  -

تاریخ انتشار 2017