Spectra library assisted de novo peptide sequencing for HCD and ETD spectra pairs.
BACKGROUND
De novo peptide sequencing via tandem mass spectrometry (MS/MS) has been developed rapidly in recent years. With the use of spectra pairs from the same peptide under different fragmentation modes, performance of de novo sequencing is greatly improved. Currently, with large amount of spectra sequenced everyday, spectra libraries containing tens of thousands of annotated experimental MS/MS spectra become available. These libraries provide information of the spectra properties, thus have the potential to be used with de novo sequencing to improve its performance.


RESULTS
In this study, an improved de novo sequencing method assisted with spectra library is proposed. It uses spectra libraries as training datasets and introduces significant scores of the features used in our previous de novo sequencing method for HCD and ETD spectra pairs. Two pairs of HCD and ETD spectral datasets were used to test the performance of the proposed method and our previous method. The results show that this proposed method achieves better sequencing accuracy with higher ranked correct sequences and less computational time.


CONCLUSIONS
This paper proposed an advanced de novo sequencing method for HCD and ETD spectra pair and used information from spectra libraries and significant improved previous similar methods.
Department of Cumputer Science, Faculty of Science, University of Western Ontario, London, Canada.
Yan
Y
Yan
Department of Cumputer Science, Faculty of Science, University of Western Ontario, London, Canada. kzhang@csd.uwo.ca.
Kaizhong
K
Zhang
D000595:Amino Acid Sequence; D006801:Humans; D010455:Peptides / Q000737:chemistry*; D020539:Sequence Analysis, Protein / Q000379:methods*; D053719:Tandem Mass Spectrometry / Q000379:methods*
D010455:Peptides
De novo peptide sequencing; Electron transfer dissociation; Higher-energy collisional dissociation; Spectra library