Literature DB >> 12648930

Classification of lactate dehydrogenase of different origin by liquid chromatography-mass spectrometry and multivariate analysis.

Dan Bylund1, Jenny Samskog, Karin E Markides, Sven P Jacobsson.   

Abstract

A method intended to serve as a multivariate quality control tool in the production of pharmaceutical proteins is presented. The method is based on multivariate analysis of peptide maps generated with liquid chromatography-mass spectrometry (LC-MS). Lactate dehydrogenase (LDH) from different species and tissues were used as model compounds in the study. The proteins were digested with Endoproteinase Lys-C before the LC-MS analysis. After data pretreatment of the peptide maps, successful classification of the LDHs were obtained by discriminant analysis with partial least squares regression and artificial neural networks. Further, principal component analysis was applied to visualize the relationships between the samples.

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Year:  2003        PMID: 12648930     DOI: 10.1016/S1044-0305(02)00906-6

Source DB:  PubMed          Journal:  J Am Soc Mass Spectrom        ISSN: 1044-0305            Impact factor:   3.109


  10 in total

1.  Mechanistic investigation of ionization suppression in electrospray ionization.

Authors:  R King; R Bonfiglio; C Fernandez-Metzler; C Miller-Stein; T Olah
Journal:  J Am Soc Mass Spectrom       Date:  2000-11       Impact factor: 3.109

Review 2.  Mass spectrometry in proteomics.

Authors:  R Aebersold; D R Goodlett
Journal:  Chem Rev       Date:  2001-02       Impact factor: 60.622

3.  Chromatographic alignment by warping and dynamic programming as a pre-processing tool for PARAFAC modelling of liquid chromatography-mass spectrometry data.

Authors:  Dan Bylund; Rolf Danielsson; Gunnar Malmquist; Karin E Markides
Journal:  J Chromatogr A       Date:  2002-07-05       Impact factor: 4.759

4.  Sample preparation for peptide mapping--A pharmaceutical quality-control perspective.

Authors:  N Lundell; T Schreitmüller
Journal:  Anal Biochem       Date:  1999-01-01       Impact factor: 3.365

5.  Identification of the components of simple protein mixtures by high-accuracy peptide mass mapping and database searching.

Authors:  O N Jensen; A V Podtelejnikov; M Mann
Journal:  Anal Chem       Date:  1997-12-01       Impact factor: 6.986

Review 6.  Analytical peptide mapping of recombinant DNA-derived proteins by reversed-phase high-performance liquid chromatography.

Authors:  E R Hoff; R C Chloupek
Journal:  Methods Enzymol       Date:  1996       Impact factor: 1.600

7.  Avoiding overfitting in the analysis of high-dimensional data with artificial neural networks (ANNs).

Authors:  M Defernez; E K Kemsley
Journal:  Analyst       Date:  1999-11       Impact factor: 4.616

8.  Resolution of GC-MS data of complex PAC mixtures and regression modeling of mutagenicity by PLS.

Authors:  I Eide; G Neverdal; B Thorvaldsen; H Shen; B Grung; O Kvalheim
Journal:  Environ Sci Technol       Date:  2001-06-01       Impact factor: 9.028

9.  The role of quality control in biotechnology: an analytical perspective.

Authors:  R L Garnick; N J Solli; P A Papa
Journal:  Anal Chem       Date:  1988-12-01       Impact factor: 6.986

10.  Validation using sensitivity and target transform factor analyses of neural network models for classifying bacteria from mass spectra.

Authors:  HarringtonPeterB de; Kent J Voorhees; Franco Basile; Alan D Hendricker
Journal:  J Am Soc Mass Spectrom       Date:  2002-01       Impact factor: 3.109

  10 in total

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