Quantitative analysis of binary adsorbed protein films by time of flight secondary ion mass spectrometry
- 1 November 2002
- journal article
- research article
- Published by Wiley in Journal of Biomedical Materials Research Part A
- Vol. 64A (1) , 1-11
- https://doi.org/10.1002/jbm.a.10263
Abstract
Time of flight secondary ion mass spectrometry (ToF-SIMS) is an ideal technique for the analysis of adsorbed protein films because of its surface sensitivity and chemical specificity. In this study, we examined ToF-SIMS with the multivariate calibration method partial least squares regression (PLSR) for the determination of the relative abundance of the components in binary protein films adsorbed onto mica, PTFE, and heptyl amine plasma polymer substrates. These results have been compared with independently measured 125I-radiolabeled protein adsorption experiments. By applying PLSR to the ToF-SIMS data, the relative abundance of the components in the binary adsorbed protein films was quantified, and the agreement between the ToF-SIMS and 125I-radiolabeling data was measured by the root mean square prediction error (RMSPE). Differences in protein quantification by PLSR and 125I-radiolabeling ranged from 5 to 25 mass % RMSPE and were highly dependent on the structure of the adsorbed protein film, the substrate surface chemistry and morphology, and the number of latent variables retained in the PLSR model. The limit of detection for the minor component in the adsorbed protein film was found to be approximately 10 mass %. This study demonstrates that the combination of ToF-SIMS and multivariate calibration provide complementary information to 125I-radiolabeling about the composition and structure of binary adsorbed protein films. © 2002 Wiley Periodicals, Inc. J Biomed Mater Res 64A: 1–11, 2003Keywords
This publication has 29 references indexed in Scilit:
- Characterization of Adsorbed Protein Films by Time-of-Flight Secondary Ion Mass Spectrometry with Principal Component AnalysisLangmuir, 2001
- Competitive protein adsorption as observed by surface plasmon resonanceBiomaterials, 1999
- Surface plasmon resonance for real time in situ analysis of protein adsorption to polymer surfacesBiomaterials, 1997
- Experimental methods for investigating protein adsorption kinetics at surfacesQuarterly Reviews of Biophysics, 1994
- SIMPLS: An alternative approach to partial least squares regressionChemometrics and Intelligent Laboratory Systems, 1993
- Substrate temperature effects on film chemistry in plasma deposition of organics. I. Nonpolymerizable precursorsLangmuir, 1991
- Chemical reactions induced in polymers by keV ions, electrons and photonsSurface and Interface Analysis, 1990
- Partial least-squares regression: a tutorialAnalytica Chimica Acta, 1986
- Adsorption of proteins from plasma to a series of hydrophilic‐hydrophobic copolymers. II. Compositional analysis with the prelabeled protein techniqueJournal of Biomedical Materials Research, 1981
- Pattern recognition by means of disjoint principal components modelsPattern Recognition, 1976