• 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