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iPhos: a toolkit to streamline the alkaline phosphatase-assisted comprehensive LC-MS phosphoproteome investigation
- Source :
- BMC Bioinformatics
- Publisher :
- Springer Nature
-
Abstract
- Background Comprehensive characterization of the phosphoproteome in living cells is critical in signal transduction research. But the low abundance of phosphopeptides among the total proteome in cells remains an obstacle in mass spectrometry-based proteomic analysis. To provide a solution, an alternative analytic strategy to confidently identify phosphorylated peptides by using the alkaline phosphatase (AP) treatment combined with high-resolution mass spectrometry was provided. While the process is applicable, the key integration along the pipeline was mostly done by tedious manual work. Results We developed a software toolkit, iPhos, to facilitate and streamline the work-flow of AP-assisted phosphoproteome characterization. The iPhos tookit includes one assister and three modules. The iPhos Peak Extraction Assister automates the batch mode peak extraction for multiple liquid chromatography mass spectrometry (LC-MS) runs. iPhos Module-1 can process the peak lists extracted from the LC-MS analyses derived from the original and dephosphorylated samples to mine out potential phosphorylated peptide signals based on mass shift caused by the loss of some multiples of phosphate groups. And iPhos Module-2 provides customized inclusion lists with peak retention time windows for subsequent targeted LC-MS/MS experiments. Finally, iPhos Module-3 facilitates to link the peptide identifications from protein search engines to the quantification results from pattern-based label-free quantification tools. We further demonstrated the utility of the iPhos toolkit on the data of human metastatic lung cancer cells (CL1-5). Conclusions In the comparison study of the control group of CL1-5 cell lysates and the treatment group of dasatinib-treated CL1-5 cell lysates, we demonstrated the applicability of the iPhos toolkit and reported the experimental results based on the iPhos-facilitated phosphoproteome investigation. And further, we also compared the strategy with pure DDA-based LC-MS/MS phosphoproteome investigation. The results of iPhos-facilitated targeted LC-MS/MS analysis convey more thorough and confident phosphopeptide identification than the results of pure DDA-based analysis.
- Subjects :
- Phosphopeptides
Proteomics
Lung Neoplasms
Proteome
Dasatinib
Computational biology
Biology
Adenocarcinoma
Mass spectrometry
Biochemistry
Structural Biology
Liquid chromatography–mass spectrometry
Tandem Mass Spectrometry
Tumor Cells, Cultured
Humans
Immunoprecipitation
Protein Kinase Inhibitors
label-free quantitative proteomics analysis
Molecular Biology
mass spectrometry
Phosphopeptide
phosphorylation
Applied Mathematics
Research
iPhos
phosphoproteome
Alkaline Phosphatase
Molecular biology
Phosphorylated Peptide
targeted LC-MS/MS
Computer Science Applications
Thiazoles
Pyrimidines
Comparison study
Alkaline phosphatase
DNA microarray
Software
Chromatography, Liquid
Signal Transduction
Subjects
Details
- Language :
- English
- ISSN :
- 14712105
- Volume :
- 15
- Issue :
- Suppl 16
- Database :
- OpenAIRE
- Journal :
- BMC Bioinformatics
- Accession number :
- edsair.doi.dedup.....94f4d1effc0f82c1fa10ffb80e0749cd
- Full Text :
- https://doi.org/10.1186/1471-2105-15-s16-s10