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Journal of Biomedical Optics

Serum protein profile study of normal and cervical cancer subjects by high performance liquid chromatography with laser-induced fluorescence
Author(s): Sujatha N. Raja; Lavanya Rai; Prathap Kumar; Krishna K. Mahato; V. B. Kartha; Santhosh Chidangil
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Paper Abstract

High performance liquid chromatography with high sensitivity laser-induced fluorescence detection is used to study the protein profiles of serum samples from healthy volunteers and cervical cancer subjects. The protein profiles are subjected to principal component analysis (PCA). PCA shows that the large number of chromatograms of a given class of serum samples—say normal/malignant—can be expressed in terms of a small number of factors (principal components). Three parameters—scores of the factors, squared residuals, and Mahalanobis distance—are derived from PCA. The parameters are observed to have a narrow range for protein profiles of standard calibration sets formed from groups of clinically confirmed normal/malignant classes. Limit tests using match/no match of the parameters of any test sample with parameters derived for the standard calibration sets give very good discrimination between malignant and normal samples with high sensitivity (~100%) and specificity (~94%).

Paper Details

Date Published: 1 September 2008
PDF: 10 pages
J. Biomed. Opt. 13(5) 054062 doi: 10.1117/1.2992166
Published in: Journal of Biomedical Optics Volume 13, Issue 5
Show Author Affiliations
Sujatha N. Raja, Manipal Univ. (India)
Lavanya Rai, Kasturba Medical College (India)
Prathap Kumar, Kasturba Medical College (India)
Krishna K. Mahato, Kasturba Medical College (India)
V. B. Kartha
Santhosh Chidangil, Manipal Univ. (India)


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