Below papers would give you an idea what must be included in the final data matrix before sending it out for publications. Check the supplement sections.
http://www.nature.com/nbt/journal/v25/n8/full/nbt0807-846b.html MSI metabolomics standard initiative, 2007
http://www.ncbi.nlm.nih.gov/pubmed/18269577 by O Fiehn, Quality controls in plant metabolomics. 2008
http://www.plantcell.org/content/23/7/2477.full Recommendations for reporting metabolite profiling data. 2011. Plant Cell.
These efforts are highly appreciated, but unless the Journal editors adopt it as an mandatory guideline, only a small number of labs will be reporting metabolomics data according to MSI guidelines. One of obstacles is having a really good mass spectrometer but not the right informatics that generate the MSI compliance data. But, MetaboAnalyst.ca and MetabolomeExpress can significantly assist you to convert raw MS data into useful data matrices.
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