Dear all,
I still didn't get an answer. Am I asking something obvious, or
already discussed in this group?
In that case, can someone address me to another thread, as I couldn't
find a similar discussion.

Thanks again,

Salvo

On Jan 14, 4:57 pm, Skdona <[email protected]> wrote:
> Dear all,
> when we run PeptideProphet on pepXML Mascot DAT files, we always
> notice an 'odd' peak on the f-values charts (see link 1).
> It is a sharp peak positioned at negative f-values, somewhere in
> between the positions where one would expect the Gamma and Normal
> distributions of the negative and positive models.
> It is always present in the charts for charge +2 and often visible in
> the charts for charge +3.
> I have never seen such a peak in the distributions presented in
> Peptide Prophet papers or presentations.
> And I dont' see it if I repeat the search with xTandem (see link 2).
>
> I have checked the f-values in Excel and I have noticed that almost 5%
> of the PSM are assigned exactly the same f-value (corresponding to
> this peak), even if they have different ion scores (see link 3).
>
> In particular, the attached distribution was obtained from a search
> with a concatenated decoy database containing reversed hits.
> In this case I could decide whether to use the semi-supervised
> approach or the non-parametric approach.
> As you can see, with the non parametric approach, the odd peak is
> fully associated with the positive model and I can get a higher number
> of identified peptides.
>
> I have no idea about the nature of this sharp peak, but it scares me a
> bit, because I do not know whether I can trust my results.
> Is it an artifact of the algorithm to obtain discriminant scores from
> Mascot scores?
>
> Would you trust these results?
>
> (Nested Question: How shall I decide between semi-supervised and non-
> parametric approach?)
>
> We have been facing this issue for a while now, so I hope that someone
> can help me.
>
> Best regards,
> Salvo
>
> Link 
> 1:https://docs.google.com/leaf?id=0BxCqzqYo07lLNjQ5ZjIwMTMtODc3ZC00YzY2...
>
> Link 
> 2:https://docs.google.com/leaf?id=0BxCqzqYo07lLZjhkYTgxZTctZDRjMS00NjM0...
>
> Link 
> 3:https://docs.google.com/viewer?a=v&pid=explorer&chrome=true&srcid=0Bx...

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