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The Analyst
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Feasibility of attenuated total reflection-fourier transform infrared (ATR-FTIR) chemical imaging and partial least squares regression (PLSR) to predict protein adhesion on polymeric surfaces

descriptionPublicationkeyboard_double_arrow_right Article 01 Jan 2019 Ireland English Publisher:Royal Society of Chemistry (RSC)Journal:The Analyst, volume 144, pages 1,535-1,545 (issn: 0003-2654, eissn: 1364-5528, Copyright policy )Publicly fundedFunded by:EC | RIFP, EC | BIOWATER
Authors: S. Mukherjee; J. A. Martinez-Gonzalez; A. A. Gowen;

doi: 10.1039/c8an01768a

pmid: 30542682

handle: 10197/11860

Feasibility of attenuated total reflection-fourier transform infrared (ATR-FTIR) chemical imaging and partial least squares regression (PLSR) to predict protein adhesion on polymeric surfaces

Abstract

PLSR with ATR-FTIR chemical imaging predicts protein adhesion on polymeric surfaces well ( R 2 = 0.99, RMSECV = 0.16).

Country
Ireland
Related Organizations
Keywords

Fourier Analysis, Polymers, Adhesiveness, Fibrinogen, 540, Fourier analysis, Chemical models, Models, Chemical, Calibration, Spectroscopy, Fourier Transform Infrared, Protein binding, Least-squares analysis, Least-Squares Analysis, Protein Binding

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    selected citations
    These citations are derived from selected sources.
    This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
    		 6
    popularity
    This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
    		 Top 10%
    influence
    This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
    		 Average
    impulse
    This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
    		 Top 10%
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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
6
Top 10%
Average
Top 10%
Green
hybrid