DocumentCode :
1605307
Title :
Array-based disease diagnostics using lipid/polydiacetylene vesicles encapsulated in a sol-gel matrix
Author :
Kolusheva, S. ; Yossef, R. ; Porgador, A. ; Jelinek, R.
Author_Institution :
Ilse Katz Inst. for Nanoscale Sci. & Technol., Ben Gurion Univ. of the Negev, Beer-Sheva, Israel
fYear :
2012
Firstpage :
1
Lastpage :
1
Abstract :
We demonstrate a novel array-based diagnostic platform comprising lipid/polydiacetylene (PDA) vesicles embedded within a transparent silica-gel matrix. The diagnostic scheme is based upon the unique chromatic properties of PDA, which undergoes blue-red transformations induced by interactions with amphiphilic or membrane-active analytes. We show that constructing a gel matrix array hosting PDA vesicles with different lipid compositions and applying to blood plasma obtained from healthy individuals and from patients suffering from disease, respectively, allow distinguishing among the disease conditions through application of a simple machine-learning algorithm, using the colorimetric response of the lipid/PDA/gel matrix as the input. Importantly, the new colorimetric diagnostic approach does not require a priori knowledge on the exact metabolite compositions of the blood plasma, since the concept relies only on identifying statistically-significant changes in overall disease-induced chromatic response. The chromatic lipid/PDA/gel array-based "fingerprinting" concept is generic, easy to apply, and could be implemented for varied diagnostic and screening applications.
Keywords :
biomembranes; blood; colorimetry; diseases; encapsulation; lipid bilayers; patient diagnosis; polymer gels; sols; statistical analysis; amphiphilic analytes; array-based disease diagnostics; blood plasma; blue-red transformations; chromatic properties; colorimetric response; disease-induced chromatic response; fingerprinting concept; gel matrix array; lipid-polydiacetylene vesicle encapsulation; machine learning algorithm; membrane-active analytes; statistical analysis; transparent silica sol-gel matrix; Lipidomics;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Nanotechnology (IEEE-NANO), 2012 12th IEEE Conference on
Conference_Location :
Birmingham
ISSN :
1944-9399
Print_ISBN :
978-1-4673-2198-3
Type :
conf
DOI :
10.1109/NANO.2012.6322230
Filename :
6322230
Link To Document :
بازگشت