RESEARCH ARTICLE


Preliminary Characterization of Erythrocytes Deformability on the Entropy-Complexity Plane



Ana M Korol1, 2, Mabel D’Arrigo1, Patricia Foresto1, Susana Pérez1, Maria T Martín3, Osualdo A Rosso*, 4, 5
1 Facultad de Ciencias Bioquímicas y Farmacéuticas, Universidad Nacional de Rosario, Suipacha 531 (2000), Rosario, Argentina
2 Applied Optical Group, Instituto de Física Rosario, CERIDER, CONICET, Argentina
3 Instituto de Física (IFLP-CCT-CONICET), Facultad de Ciencias Exactas, Universidad Nacional de La Plata, 1900 La Plata, Argentina
4 Departamento de Física, Instituto de Cienciâs Exactas, Universidade Federal de Minas Gerais, Brazil Av. Antonio Carlos, 6627 - Campus Pampulha, 31270-901 Belo Horizonte - MG, Brazil
5 Chaos & Biology Group, Instituto de Cálculo, Facultad de Ciencias Exactas y Naturales, Universidad de Buenos Aires, Pabellón II, Ciudad Universitaria. 1428 Ciudad Autónoma de Buenos Aires, Argentina

Article Information


Identifiers and Pagination:

Year: 2010
Volume: 4
First Page: 164
Last Page: 170
Publisher Id: TOMINFOJ-4-164
DOI: 10.2174/1874431101004010164

Article History:

Received Date: 18/09/2009
Revision Received Date: 02/02/2010
Acceptance Date: 12/06/2010
Electronic publication date: 1/9/2010
Collection year: 2010

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© Korol et al.; Licensee Bentham Open.

open-access license: This is an open access article licensed under the terms of the Creative Commons Attribution Non-Commercial License (http://creativecommons.org/licenses/by-nc/3.0/) which permits unrestricted, non-commercial use, distribution and reproduction in any medium, provided the work is properly cited.

* Address correspondence to this author at the Departamento de Física, Instituto de Cienciâs Exactas, Universidade Federal de Minas Gerais, Brazil; Tel:+55-31-3409-6633; Fax:+55-61-3409-5800; E-mail: oarosso@fibertel.com.ar, oarosso@gmail.com


Abstract

We present an application of wavelet-based Information Theory quantifiers (Normalized Total Shannon Entropy, MPR-Statistical Complexity and Entropy-Complexity plane) on red blood cells membrane viscoelasticity characterization. These quantifiers exhibit important localization advantages provided by the Wavelet Theory. The present approach produces a clear characterization of this dynamical system, finding out an evident manifestation of a random process on the red cell samples of healthy individuals, and its sharp reduction of randomness on analyzing a human haematological disease, such as β-thalassaemia minor.

Keywords: Red blood cells, entropy, statistical complexity, wavelets, information theory.