retention time (RT) alignment or read XCMS processed files for small molecule

support
retention time (RT) alignment or read XCMS processed files for small molecule zhijcao  2018-06-12 07:55
 

Hi skyline team,
I am trying to analyze metabolomics data using skyline. There is no RT calibration or alignment function for small molecules. I am wondering:
1, whether RT alignment or calibration function can be added in Skyline
or
2, whether skyline can read files which RT have been aligned by XCMS
Thank you,
zhijun

 
 
Brian Pratt responded:  2018-06-12 10:38
Hi Zhijun,

We do have some work to do with RT alignment for small molecules. In the meantime, it would be interesting to see if we can work with your XCMS-aligned data - can you provide an example?

Thanks

Brian Pratt
 
Brendan MacLean responded:  2018-06-12 11:01
Yes, Brian is working on #1 similar to our iRT support for peptides.

On #2, I assume you are referring to this method:
https://www.ncbi.nlm.nih.gov/pubmed/16448051

What file format do you end up with after this alignment? Is it aligning the actual spectra in time and producing a new file, like mzML?

The paper is new to us, and you are the first to ask. Yes, supplying example data files will help us determine how much work, if any, would be required to support XCMS.

Thanks for posting to the Skyline support board.

--Brendan
 
zhijcao responded:  2018-06-13 08:41
Hi Brendan,
          Yes, your assumption is right. I will send you a example after I get it ready. I used XCMS (R package: http://bioconductor.org/packages/release/bioc/vignettes/xcms/inst/doc/xcms.html) to process the raw data. After aligned, it produces a new object (XCMSnExp object which includes chromatographic peaks or correspondence). and the package provides one function to save it as mzDATA format. However, all m/z and RT information are available in XCMSnExp object, and I think it is possible to extract the information from XCMSnExp object and save them as skyline readable format.
           Thanks,
zhijun
 
zhijcao responded:  2018-06-13 08:42
Hi Brian,
        Would you please send me instructions to do RT alignment for small molecules? is spectral library required? (my skyline version is 4.1.0.11796)
         Thank you,
zhijun
 
Brian Pratt responded:  2018-06-13 09:08
Hi Zhijun,

As I said before, this is an area we're still working on for small molecules. We hadn't made it a top priority as our first small molecule users indicated that their chromatography was pretty solid compared to peptide work. This obviously won't always be true, so it is an area of concern but we aren't ready with it yet. The fundamentals are there but some care has to be taken to back out any assumptions that the molecule of interest is always a peptide.

Brian