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Transient Superdiffusion and Long-Range Correlations in the Motility Patterns of Trypanosomatid Flagellate Protozoa

We report on a diffusive analysis of the motion of flagellate protozoa species. These parasites are the etiological agents of neglected tropical diseases: leishmaniasis caused by Leishmania amazonensis and Leishmania braziliensis, African sleeping sickness caused by Trypanosoma brucei, and Chagas di...

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Autores principales: Alves, Luiz G. A., Scariot, Débora B., Guimarães, Renato R., Nakamura, Celso V., Mendes, Renio S., Ribeiro, Haroldo V.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2016
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4805249/
https://www.ncbi.nlm.nih.gov/pubmed/27007779
http://dx.doi.org/10.1371/journal.pone.0152092
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author Alves, Luiz G. A.
Scariot, Débora B.
Guimarães, Renato R.
Nakamura, Celso V.
Mendes, Renio S.
Ribeiro, Haroldo V.
author_facet Alves, Luiz G. A.
Scariot, Débora B.
Guimarães, Renato R.
Nakamura, Celso V.
Mendes, Renio S.
Ribeiro, Haroldo V.
author_sort Alves, Luiz G. A.
collection PubMed
description We report on a diffusive analysis of the motion of flagellate protozoa species. These parasites are the etiological agents of neglected tropical diseases: leishmaniasis caused by Leishmania amazonensis and Leishmania braziliensis, African sleeping sickness caused by Trypanosoma brucei, and Chagas disease caused by Trypanosoma cruzi. By tracking the positions of these parasites and evaluating the variance related to the radial positions, we find that their motions are characterized by a short-time transient superdiffusive behavior. Also, the probability distributions of the radial positions are self-similar and can be approximated by a stretched Gaussian distribution. We further investigate the probability distributions of the radial velocities of individual trajectories. Among several candidates, we find that the generalized gamma distribution shows a good agreement with these distributions. The velocity time series have long-range correlations, displaying a strong persistent behavior (Hurst exponents close to one). The prevalence of “universal” patterns across all analyzed species indicates that similar mechanisms may be ruling the motion of these parasites, despite their differences in morphological traits. In addition, further analysis of these patterns could become a useful tool for investigating the activity of new candidate drugs against these and others neglected tropical diseases.
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spelling pubmed-48052492016-03-25 Transient Superdiffusion and Long-Range Correlations in the Motility Patterns of Trypanosomatid Flagellate Protozoa Alves, Luiz G. A. Scariot, Débora B. Guimarães, Renato R. Nakamura, Celso V. Mendes, Renio S. Ribeiro, Haroldo V. PLoS One Research Article We report on a diffusive analysis of the motion of flagellate protozoa species. These parasites are the etiological agents of neglected tropical diseases: leishmaniasis caused by Leishmania amazonensis and Leishmania braziliensis, African sleeping sickness caused by Trypanosoma brucei, and Chagas disease caused by Trypanosoma cruzi. By tracking the positions of these parasites and evaluating the variance related to the radial positions, we find that their motions are characterized by a short-time transient superdiffusive behavior. Also, the probability distributions of the radial positions are self-similar and can be approximated by a stretched Gaussian distribution. We further investigate the probability distributions of the radial velocities of individual trajectories. Among several candidates, we find that the generalized gamma distribution shows a good agreement with these distributions. The velocity time series have long-range correlations, displaying a strong persistent behavior (Hurst exponents close to one). The prevalence of “universal” patterns across all analyzed species indicates that similar mechanisms may be ruling the motion of these parasites, despite their differences in morphological traits. In addition, further analysis of these patterns could become a useful tool for investigating the activity of new candidate drugs against these and others neglected tropical diseases. Public Library of Science 2016-03-23 /pmc/articles/PMC4805249/ /pubmed/27007779 http://dx.doi.org/10.1371/journal.pone.0152092 Text en © 2016 Alves et al http://creativecommons.org/licenses/by/4.0/ This is an open access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.
spellingShingle Research Article
Alves, Luiz G. A.
Scariot, Débora B.
Guimarães, Renato R.
Nakamura, Celso V.
Mendes, Renio S.
Ribeiro, Haroldo V.
Transient Superdiffusion and Long-Range Correlations in the Motility Patterns of Trypanosomatid Flagellate Protozoa
title Transient Superdiffusion and Long-Range Correlations in the Motility Patterns of Trypanosomatid Flagellate Protozoa
title_full Transient Superdiffusion and Long-Range Correlations in the Motility Patterns of Trypanosomatid Flagellate Protozoa
title_fullStr Transient Superdiffusion and Long-Range Correlations in the Motility Patterns of Trypanosomatid Flagellate Protozoa
title_full_unstemmed Transient Superdiffusion and Long-Range Correlations in the Motility Patterns of Trypanosomatid Flagellate Protozoa
title_short Transient Superdiffusion and Long-Range Correlations in the Motility Patterns of Trypanosomatid Flagellate Protozoa
title_sort transient superdiffusion and long-range correlations in the motility patterns of trypanosomatid flagellate protozoa
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4805249/
https://www.ncbi.nlm.nih.gov/pubmed/27007779
http://dx.doi.org/10.1371/journal.pone.0152092
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