Literature DB >> 21349866

A high-throughput processing service for retention time alignment of complex proteomics and metabolomics LC-MS data.

Isthiaq Ahmad1, Frank Suits, Berend Hoekman, Morris A Swertz, Heorhiy Byelas, Martijn Dijkstra, Rob Hooft, Dmitry Katsubo, Bas van Breukelen, Rainer Bischoff, Peter Horvatovich.   

Abstract

UNLABELLED: Warp2D is a novel time alignment approach, which uses the overlapping peak volume of the reference and sample peak lists to correct misleading peak shifts. Here, we present an easy-to-use web interface for high-throughput Warp2D batch processing time alignment service using the Dutch Life Science Grid, reducing processing time from days to hours. This service provides the warping function, the sample chromatogram peak list with adjusted retention times and normalized quality scores based on the sum of overlapping peak volume of all peaks. Heat maps before and after time alignment are created from the arithmetic mean of the sum of overlapping peak area rearranged with hierarchical clustering, allowing the quality control of the time alignment procedure. Taverna workflow and command line tool are provided for remote processing of local user data. AVAILABILITY: online data processing service is available at http://www.nbpp.nl/warp2d.html. Taverna workflow is available at myExperiment with title '2D Time Alignment-Webservice and Workflow' at http://www.myexperiment.org/workflows/1283.html. Command line tool is available at http://www.nbpp.nl/Warp2D_commandline.zip. CONTACT: p.l.horvatovich@rug.nl SUPPLEMENTARY INFORMATION: Supplementary data are available at Bioinformatics online.

Mesh:

Year:  2011        PMID: 21349866     DOI: 10.1093/bioinformatics/btr094

Source DB:  PubMed          Journal:  Bioinformatics        ISSN: 1367-4803            Impact factor:   6.937


  3 in total

1.  Feature based retention time alignment for improved HDX MS analysis.

Authors:  John D Venable; William Scuba; Ansgar Brock
Journal:  J Am Soc Mass Spectrom       Date:  2013-02-22       Impact factor: 3.109

2.  The Taverna workflow suite: designing and executing workflows of Web Services on the desktop, web or in the cloud.

Authors:  Katherine Wolstencroft; Robert Haines; Donal Fellows; Alan Williams; David Withers; Stuart Owen; Stian Soiland-Reyes; Ian Dunlop; Aleksandra Nenadic; Paul Fisher; Jiten Bhagat; Khalid Belhajjame; Finn Bacall; Alex Hardisty; Abraham Nieva de la Hidalga; Maria P Balcazar Vargas; Shoaib Sufi; Carole Goble
Journal:  Nucleic Acids Res       Date:  2013-05-02       Impact factor: 16.971

3.  Development and application of a modified dynamic time warping algorithm (DTW-S) to analyses of primate brain expression time series.

Authors:  Yuan Yuan; Yi-Ping Phoebe Chen; Shengyu Ni; Augix Guohua Xu; Lin Tang; Martin Vingron; Mehmet Somel; Philipp Khaitovich
Journal:  BMC Bioinformatics       Date:  2011-08-18       Impact factor: 3.169

  3 in total

北京卡尤迪生物科技股份有限公司 © 2022-2023.