Hi All,
Is there a good package which analyses quantitative proteomics study, particularly label free approach? Please let me know.
Thanks in advance, Roopa
Hi All,
Is there a good package which analyses quantitative proteomics study, particularly label free approach? Please let me know.
Thanks in advance, Roopa
It would be useful to have a bit more information regarding the type of label-free and what kind of analysis you are after. In terms of statistical analysis, standard packages can be applied to proteomics data, but you might also want to have a look at MSstats
in particular. In terms of MS data processing, for MS2 label-free (peptide/spectral counting), you could look at MSnID
, msmsTests
and MSnbase
. For MS1 quantitation, I think the best solution would be to try xcms
that is usually used for metabolomics data. You could also use a third party software and then import the data into R as MSnSet
instances using readMSnSet
or readMSnSet2
from MSnbase
, that will manage the quantitative data and meta-date and provide support for various analyses.
As a general introduction to R/Bioc for proteomics, you could look at the RforProteomics
package vignette.
Hope this helps.
Laurent
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