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Output format
The SignalP server will return three scores
between 0 and 1 for each position in your sequence:
- C-score (raw cleavage site score)
- The output score from networks trained to recognize cleavage sites
vs. other sequence positions. Trained to be:
| high | at position +1 (immediately after the
cleavage site)
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| low | at all other positions.
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- S-score (signal peptide score)
- The output score from networks trained to recognize signal peptide
vs. non-signal-peptide positions. Trained to be:
| high | at all
positions before the cleavage site
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| low | at 30 positions
after the cleavage site and in the N-terminals of
non-secretory proteins.
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- Y-score (combined cleavage site score)
- The prediction of
cleavage site location is optimized by observing where the
C-score is high and the S-score changes from a high to a low
value. The Y-score formalizes this by combining the height of the
C-score with the slope of the S-score.
Specifically, the Y-score is a geometric average between the C-score and
a smoothed derivative of the S-score (i.e., the difference
between the mean S-score over d positions before and d
positions after the current position, where d varies with the
chosen network ensemble).
All three scores are averages of five networks trained on different
partitions of the data.
For each sequence, SignalP
will report the maximal C-, S-, and Y-scores,
and the mean S-score between the N-terminal and the predicted cleavage
site. These values are used to distinguish between signal peptides and
non-signal peptides. If the your sequence is predicted to have a
signal peptide, the cleavage site is predicted to be immediately
before the position with the maximal Y-score.
Graphics
A few examples of graphical representation of predictions
are given below.
For a typical signal peptide, the C- and Y-scores will
be high at position +1, while the S-score will be high before the
cleavage site and low thereafter:
In the following example, the true cleavage site would be incorrectly
predicted when relying on the maximal value of the C-score alone, but
SignalP is able to predict it correctly by using the combined
Y-score (the true cleavage site is marked with an arrow):
For a typical non-secretory protein, all three scores are very
low throughout the sequence:
In the following example, there are C-score and S-score peaks above the
cutoff values, but SignalP is still able to classify it correctly as a
non-secretory protein by using the Y-score or the mean value of the
S-score (the C-score peak occurs far away from the S-score decline, and
the region of high S-score is too short):
Last change: December 2, 1996,
Henrik Nielsen
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