Bayesian estimation for molecular profile reconstruction in proteomics based on liquid chromatography and mass spectrometry

Annual International Conference of the IEEE Engineering in Medicine and Biology - Proceedings

Volumn , Issue , 2007, Pages 5979-5982

  Strubel, G ^b   Giovannelli, J F ^c   Paulus, C ^b   Gerfault, L ^b   Grangeat, P ^a,b  

^a IEEE

^b CEA LETI   (France)

^c UNIV PARIS SUD   (France)

Author keywords

[No Author keywords available]

Indexed keywords

BAYESIAN NETWORKS; DATA PROCESSING; DISEASES; LIQUID CHROMATOGRAPHY; MASS SPECTROMETRY; MOLECULAR DYNAMICS; PARAMETER ESTIMATION;

BIOLOGICAL PROCESSES; NANOLIQUID CHROMATOGRAPHY; PROBABILISTIC BAYESIAN METHOD;

PROTEINS;

EID: 57649207939     PISSN: 05891019     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/IEMBS.2007.4353710     Document Type: Conference Paper

References (9)

1. J. D. Wulfkuhle, L. A. Liotta, and E. F. Petricoin, "Proteomic applications for the early detection of cancer," Nat Rev Cancer, vol. 3, pp. 267-75, Apr 2003.
2. S. F. Kingsmore, "Multiplexed protein measurement: technologies and applications of protein and antibody arrays," Nat Rev Drug Discov, vol. 5, pp. 310-20, Apr 2006.
3. R. Aebersold and M. Mann, "Mass spectrometry-based proteomics," Nature, vol. 422, pp. 198-207, Mar 13 2003.
4. M. J. Müller, "Molecular Scanner Data Analysis," Université de Genève, 2003.
5. A. Gambin, J. Dutkowski, J. Karczmarski, B. Kluge, K. Kowalczyk, J. Ostrowski, J. Poznanski, J. Tiuryn, M. Bakun, and M.Dadlez, "Automated reduction and interpretation of multidimensional mass spectra for analysis of complex peptide mixtures," International Journal of Mass Spectrometry, vol. 260, pp. 20-30, 2007.
6. J. Listgarten and A. Emili, "Statistical and computational methods for comparative proteomic profiling using liquid chromatography-tandem mass spectrometry," Mol Cell Proteomics, vol. 4, pp. 419-34, Apr 2005.
7. J. C. Giddings, Dynamics of Chromatography: Principles and Theory Pt. 1 1965.
8. A. Mohammad-Djafari, J. F. Giovannelli, G. Demoment, and J. Idier, "Regularization, maximum entropy and probabilistic methods in mass spectrometry data processing problems," International Journal of Mass Spectrometry, vol. 215, pp. 175-193, 2002.
9. C. P. Robert and G. Casella, Monte Carlo Statistical Methods: Springer-Verlag, 1999.