Lately I've been encountering a problem with peptide prophet were it
seems to fail and discard some peptides due to a mixture model quality
problem.  Since i am merely a software developer / administrator and
NOT the person actually running the mass specs, I can't really comment
on what's going on with the experimenters.

Can anyone tell me what the mixture model represents and how to
improve its quality experimentally?   Or maybe is there a way to
bypass the mixture model test in Peptide Prophet?  I tried the -OF
option and it still fails.  We are using LTQ -> Sequest / Mascot ->
TPP.  Here is the output, you can see that a lot is getting thrown
out:

/opt/tpp/`uname -p`/bin/xinteract -Ninteract.xml -Ol -dREV *.xml
uname -p

/opt/tpp/x86_64/bin/xinteract (TPP v4.2 JETSTREAM rev 0, Build
200903231240 (linux))

running: "/opt/tpp/x86_64/bin/InteractParser 'interact.xml' 'cox-2-
h_G_C-1_090307035947.pep.xml' 'cox-2-h_S_C-1_090307023841.pep.xml'
'cox-2M_H_G_C.pep.xml' 'cox-2M_H_S_C.pep.xml' -L'7'"
 file 1: cox-2-h_G_C-1_090307035947.pep.xml
 file 2: cox-2-h_S_C-1_090307023841.pep.xml
 file 3: cox-2M_H_G_C.pep.xml
 file 4: cox-2M_H_S_C.pep.xml
 processed altogether 4105 results


 results written to file /data/www/htdocs/qInteract/data2/
xuanwen_20090305121123/xuanwen_3626/interact.shtml



command completed in 1 sec

running: "/opt/tpp/x86_64/bin/PeptideProphetParser 'interact.xml'
LEAVE DECOY=REV"
Using Decoy Label "REV".
 (SEQUEST) (leaving deltacn* entries)
init with SEQUEST trypsin
MS Instrument info: Manufacturer: Thermo Scientific, Model: LTQ FT,
Ionization: ESI, Analyzer: FTMS, Detector: unknown

 PeptideProphet  (TPP v4.2 JETSTREAM rev 0, Build 200903231240
(linux)) akel...@isb
 read in 0 1+, 3416 2+, 469 3+, 60 4+, 1 5+, 0 6+, and 0 7+ spectra.
Initialising statistical models ...
Iterations: .........10.........20....
WARNING: Mixture model quality test failed for charge (1+).
WARNING: Mixture model quality test failed for charge (3+).
WARNING: Mixture model quality test failed for charge (4+).
WARNING: Mixture model quality test failed for charge (5+).
WARNING: Mixture model quality test failed for charge (6+).
WARNING: Mixture model quality test failed for charge (7+).
model complete after 25 iterations
command completed in 1 sec

running: "/opt/tpp/x86_64/bin/ProphetModels.pl -i interact.xml"
Analyzing interact.xml ...
Parsing search results "cox-2-h_G_C-1_090307035947 (SEQUEST)"...
  => Total of 35 hits.
Parsing search results "cox-2-h_S_C-1_090307023841 (SEQUEST)"...
  => Total of 52 hits.
Parsing search results "cox-2M_H_G_C (SEQUEST)"...
  => Total of 3 hits.
Parsing search results "cox-2M_H_S_C (SEQUEST)"...
  => Total of 34 hits.
Warning: empty y range [0:0], adjusting to [0:1]
command completed in 0 sec

running: "/opt/tpp/x86_64/bin/DatabaseParser 'interact.xml'"
command completed in 0 sec

running: "/opt/tpp/x86_64/bin/RefreshParser 'interact.xml' '/data/www/
htdocs/qInteract/dblib/IPI.HUMAN.20081112.REV/ipi.HUMAN.
20081112.rev.fasta'"
  - Building Commentz-Walter keyword tree...  - Searching the tree...
  - Linking duplicate entries...  - Printing results...

command completed in 2 sec

running: "/opt/tpp/x86_64/cgi-bin/PepXMLViewer.cgi -I /data/www/htdocs/
qInteract/data2/xuanwen_20090305121123/xuanwen_3626/interact.xml"
command completed in 0 sec
/opt/tpp/x86_64/bin/InteractParser 'interact.xml' 'cox-2-
h_G_C-1_090307035947.pep.xml' 'cox-2-h_S_C-1_090307023841.pep.xml'
'cox-2M_H_G_C.pep.xml' 'cox-2M_H_S_C.pep.xml' -L'7' 1 sec
/opt/tpp/x86_64/bin/PeptideProphetParser 'interact.xml' LEAVE
DECOY=REV 1 sec
/opt/tpp/x86_64/bin/ProphetModels.pl -i interact.xml 0 sec
/opt/tpp/x86_64/bin/RefreshParser 'interact.xml' '/data/www/htdocs/
qInteract/dblib/IPI.HUMAN.20081112.REV/ipi.HUMAN.20081112.rev.fasta' 2
sec
/opt/tpp/x86_64/cgi-bin/PepXMLViewer.cgi -I /data/www/htdocs/qInteract/
data2/xuanwen_20090305121123/xuanwen_3626/interact.xml 0 sec
job completed in 4 sec

/opt/tpp/`uname -p`/bin/ProteinProphet interact.xml interact-prot.xml
DB_REFRESH MINPROB0.05 EXCLUDE_ZEROS
uname -p
ProteinProphet (C++) by Insilicos LLC and LabKey Software, after the
original Perl by A. Keller (TPP v4.2 JETSTREAM rev 0, Build
200903231240 (linux))
 (xml input) (report Protein Length) (using degen pep info) (database
refresh) (exclude zero prob entries)
. . . reading in /data/www/htdocs/qInteract/data2/
xuanwen_20090305121123/xuanwen_3626/interact.xml. . .
  - Building Commentz-Walter keyword tree...  - Searching the tree...
  - Linking duplicate entries...  - Printing results...


. . . read in 0 1+, 124 2+, 0 3+, 0 4+, 0 5+, 0 6+, 0 7+ spectra with
min prob 0.05
INFO: mu=1.14443e-06, db_size=124778066

 protein probabilities written to file /data/www/htdocs/qInteract/
data2/xuanwen_20090305121123/xuanwen_3626/interact-prot.xml
 direct your browser to
http://p//data/www/htdocs/qInteract/data2/xuanwen_20090305121123/xuanwen_3626/interact-prot.shtml





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