Comparison of data analysis parameters and MS/MS fragmentation techniques for quantitative proteome analysis using isobaric peptide termini labeling (IPTL)
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作者:
Christian J. Koehler
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机构:University of Oslo,The Biotechnology Centre of Oslo
Christian J. Koehler
Magnus Ø. Arntzen
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机构:University of Oslo,The Biotechnology Centre of Oslo
Magnus Ø. Arntzen
Achim Treumann
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机构:University of Oslo,The Biotechnology Centre of Oslo
Achim Treumann
Bernd Thiede
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机构:University of Oslo,The Biotechnology Centre of Oslo
Bernd Thiede
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[1] University of Oslo,The Biotechnology Centre of Oslo
Isobaric peptide termini labeling (IPTL) is a quantification method which permits relative quantification using quantification points distributed throughout the whole tandem mass spectrometry (MS/MS) spectrum. It is based on the complementary derivatization of peptide termini with different isotopes resulting in isobaric peptides. Here, we use our recently developed software package IsobariQ to investigate how processing and data analysis parameters can improve IPTL data. Deisotoping provided cleaner MS/MS spectra and improved protein identification and quantification. Denoising should be used with caution because it may remove highly regulated ion pairs. An outlier detection algorithm on the ratios within every individual MS/MS spectrum was beneficial in removing false-positive quantification points. MS/MS spectra using IPTL typically contain two peptide series with complementary labels resulting in lower Mascot ion scores than non-labeled equivalent peptides. To avoid this penalty, the two chemical modifications for IPTL were specified as variables including satellite neutral losses of tetradeuterium with positive loss for the heavy isotopes and negative loss for the light isotopes. Thus, the less dominant complementary ion series were not considered for the scoring, which improved the ion scores significantly. In addition, we showed that IPTL was suitable for fragmentation by electron transfer dissociation (ETD) and higher energy collisionally activated dissociation (HCD) besides the already reported collision-induced dissociation (CID). Notably, ETD and HCD data can be identified and quantified using IsobariQ. ETD outperformed CID and HCD only for charge states ≥4+ but yielded in total fewer protein identifications and quantifications. In contrast, the high-resolution information of HCD fragmented peptides provided most identification and quantification results using the same scan speed.
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Racing NSW, Australian Racing Forens Lab, Sydney, NSW 2000, Australia
UNSW Australia, Bioanalyt Mass Spectrometry Facil, Sydney, NSW 2052, AustraliaRacing NSW, Australian Racing Forens Lab, Sydney, NSW 2000, Australia
Richards, S. L.
Cawley, A. T.
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Racing NSW, Australian Racing Forens Lab, Sydney, NSW 2000, Australia
UNSW Australia, Sch Chem, Sydney, NSW 2052, AustraliaRacing NSW, Australian Racing Forens Lab, Sydney, NSW 2000, Australia
Cawley, A. T.
Cavicchioli, R.
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UNSW Australia, Sch Biotechnol & Biomed Sci, Sydney, NSW 2052, AustraliaRacing NSW, Australian Racing Forens Lab, Sydney, NSW 2000, Australia
Cavicchioli, R.
Suann, C. J.
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Racing NSW, Sydney, NSW 2000, AustraliaRacing NSW, Australian Racing Forens Lab, Sydney, NSW 2000, Australia
Suann, C. J.
Pickford, R.
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UNSW Australia, Bioanalyt Mass Spectrometry Facil, Sydney, NSW 2052, AustraliaRacing NSW, Australian Racing Forens Lab, Sydney, NSW 2000, Australia
Pickford, R.
Raftery, M. J.
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UNSW Australia, Bioanalyt Mass Spectrometry Facil, Sydney, NSW 2052, AustraliaRacing NSW, Australian Racing Forens Lab, Sydney, NSW 2000, Australia
机构:
Pacific NW Natl Lab, Computat Biol & Bioinformat Grp, Richland, WA 99352 USAPacific NW Natl Lab, Computat Biol & Bioinformat Grp, Richland, WA 99352 USA
Cannon, William R.
Rawlins, Mitchell M.
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Pacific NW Natl Lab, Computat Biol & Bioinformat Grp, Richland, WA 99352 USAPacific NW Natl Lab, Computat Biol & Bioinformat Grp, Richland, WA 99352 USA
Rawlins, Mitchell M.
Baxter, Douglas J.
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Pacific NW Natl Lab, Mol Sci Comp Facil, Richland, WA 99352 USAPacific NW Natl Lab, Computat Biol & Bioinformat Grp, Richland, WA 99352 USA
Baxter, Douglas J.
Callister, Stephen J.
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Pacific NW Natl Lab, Biol Separat & Mass Spectrometry Grp, Richland, WA 99352 USAPacific NW Natl Lab, Computat Biol & Bioinformat Grp, Richland, WA 99352 USA
Callister, Stephen J.
Lipton, Mary S.
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Pacific NW Natl Lab, Biol Separat & Mass Spectrometry Grp, Richland, WA 99352 USAPacific NW Natl Lab, Computat Biol & Bioinformat Grp, Richland, WA 99352 USA
Lipton, Mary S.
Bryant, Donald A.
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机构:
Penn State Univ, Dept Biochem & Mol Biol, University Pk, PA 16802 USA
Montana State Univ, Dept Chem & Biochem, Bozeman, MT 59717 USAPacific NW Natl Lab, Computat Biol & Bioinformat Grp, Richland, WA 99352 USA