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XCMS Online
Initial release25 April 2012; 12 years ago (2012-04-25)
Stable release
3.7.1
PlatformOpen Web Platform
TypeBioinformatics / Mass spectrometry software
LicenseFreemium / commercial software
Websitexcmsonline.scripps.edu

XCMS Online is bioinformatics software designed for statistical analysis of mass spectrometry data, created by the Siuzdak Lab at Scripps Research. It was designed to be an easy way to visualize and share untargeted metabolomic data.[1]

XCMS Online works by comparing groups of raw or preprocessed metabolomic data to discover metabolites using methods such as nonlinear retention time alignment and feature detection & matching. Once analysis is complete the data can be viewed several different ways including via bubble plots, heat maps, chromatograms, and box plots. In addition, XCMS Online is integrated with METLIN, a large metabolite database.[2][3] The following file formats are supported for direct upload to the site:[4]

File Type Vendor
mzXML Open Format
mzData Open Format
.cdf NetCDF (AIA/ANDI)
.d folders Agilent, Bruker
.wiff SCIEX
.RAW folders Waters
.RAW files Thermo

History

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In 2005, the Siuzdak Lab created an open-source tool named XCMS in the programming language R. Noticing the need for a more accessible, graphical data processing tool they created the cloud-based XCMS Online in 2012.[1][5] The ability for users to stream data directly from instruments while being acquired was added in 2014.[6] Also in that year a commercial version named XCMS Plus (owned by Mass Consortium Corporation) was released and, in 2015, SCIEX became an exclusive reseller.[7] In 2017 it was shown that XCMS Online could be used in a systems biology workflow.[8] One year later, in the absence of a publicly available alternative, a version of XCMS Online was released with the ability to perform multiple reaction monitoring (MRM).[9]

References

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  1. ^ a b Tautenhahn, Ralf; Patti, Gary J.; Rinehart, Duane; Siuzdak, Gary (5 June 2012). "XCMS Online: A Web-Based Platform to Process Untargeted Metabolomic Data". Analytical Chemistry. 84 (11): 5035–5039. doi:10.1021/ac300698c.
  2. ^ Smith, Colin A.; Want, Elizabeth J.; O'Maille, Grace; Abagyan, Ruben; Siuzdak, Gary (February 2006). "XCMS: Processing Mass Spectrometry Data for Metabolite Profiling Using Nonlinear Peak Alignment, Matching, and Identification". Analytical Chemistry. 78 (3): 779–787. doi:10.1021/ac051437y.
  3. ^ Gowda, Harsha; Ivanisevic, Julijana; Johnson, Caroline H.; Kurczy, Michael E.; Benton, H. Paul; Rinehart, Duane; Nguyen, Thomas; Ray, Jayashree; Kuehl, Jennifer; Arevalo, Bernardo; Westenskow, Peter D.; Wang, Junhua; Arkin, Adam P.; Deutschbauer, Adam M.; Patti, Gary J.; Siuzdak, Gary (25 June 2014). "Interactive XCMS Online: Simplifying Advanced Metabolomic Data Processing and Subsequent Statistical Analyses". Analytical Chemistry. 86 (14): 6931–6939. doi:10.1021/ac500734c.
  4. ^ "XCMS Online - Documentation". xcmsonline.scripps.edu.
  5. ^ Perkel, Jeffrey M. "Name That Metabolite!". The Scientist Magazine®. The Scientist. Retrieved 25 June 2019.
  6. ^ Rinehart, Duane; Johnson, Caroline H; Nguyen, Thomas; Ivanisevic, Julijana; Benton, H Paul; Lloyd, Jessica; Arkin, Adam P; Deutschbauer, Adam M; Patti, Gary J; Siuzdak, Gary (9 June 2014). "Metabolomic data streaming for biology-dependent data acquisition". Nature Biotechnology. 32 (6): 524–527. doi:10.1038/nbt.2927.
  7. ^ Evans, Jon. "SCIEX becomes exclusive reseller for XCMS plus - News - spectroscopyNOW.com". www.spectroscopynow.com. Spectroscopy Now. Retrieved 25 June 2019.
  8. ^ Huan, Tao; Forsberg, Erica M; Rinehart, Duane; Johnson, Caroline H; Ivanisevic, Julijana; Benton, H Paul; Fang, Mingliang; Aisporna, Aries; Hilmers, Brian; Poole, Farris L; Thorgersen, Michael P; Adams, Michael W W; Krantz, Gregory; Fields, Matthew W; Robbins, Paul D; Niedernhofer, Laura J; Ideker, Trey; Majumder, Erica L; Wall, Judy D; Rattray, Nicholas J W; Goodacre, Royston; Lairson, Luke L; Siuzdak, Gary (1 May 2017). "Systems biology guided by XCMS Online metabolomics". Nature Methods. 14 (5): 461–462. doi:10.1038/nmeth.4260.
  9. ^ Domingo-Almenara, Xavier; Montenegro-Burke, J. Rafael; Ivanisevic, Julijana; Thomas, Aurelien; Sidibé, Jonathan; Teav, Tony; Guijas, Carlos; Aisporna, Aries E.; Rinehart, Duane; Hoang, Linh; Nordström, Anders; Gómez-Romero, María; Whiley, Luke; Lewis, Matthew R.; Nicholson, Jeremy K.; Benton, H. Paul; Siuzdak, Gary (27 August 2018). "XCMS-MRM and METLIN-MRM: a cloud library and public resource for targeted analysis of small molecules". Nature Methods. 15 (9): 681–684. doi:10.1038/s41592-018-0110-3.
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XCMS Online


Category:Bioinformatics software Category:Mass spectrometry software