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

被引:23
作者
Alves, Luiz G. A. [1 ,2 ,3 ]
Scariot, Debora B. [4 ]
Guimaraes, Renato R. [1 ,3 ]
Nakamura, Celso V. [4 ]
Mendes, Renio S. [1 ,3 ]
Ribeiro, Haroldo V. [1 ]
机构
[1] Univ Estadual Maringa, Dept Fis, BR-87020900 Maringa, PR, Brazil
[2] Northwestern Univ, Dept Chem & Biol Engn, Evanston, IL 60208 USA
[3] CNPq, Natl Inst Sci & Technol Complex Syst, BR-22290180 Rio De Janeiro, RJ, Brazil
[4] Univ Estadual Maringa, Dept Ciencias Basicas Saude, BR-87020900 Maringa, PR, Brazil
关键词
ANOMALOUS DIFFUSION; ANTIGENIC VARIATION; PROBABILITY-DISTRIBUTIONS; TRANSMISSION; INFECTION;
D O I
10.1371/journal.pone.0152092
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
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.
引用
收藏
页数:15
相关论文
共 54 条
[1]   Simulating the Complex Cell Design of Trypanosoma brucei and Its Motility [J].
Alizadehrad, Davod ;
Krueger, Timothy ;
Engstler, Markus ;
Stark, Holger .
PLOS COMPUTATIONAL BIOLOGY, 2015, 11 (01)
[2]   A Stochastic Description of Dictyostelium Chemotaxis [J].
Amselem, Gabriel ;
Theves, Matthias ;
Bae, Albert ;
Bodenschatz, Eberhard ;
Beta, Carsten .
PLOS ONE, 2012, 7 (05)
[3]  
[Anonymous], 2015, PARASITES LEISHMANIA
[4]  
Atkins P., 2006, PHYS CHEM THERMODYNA
[5]   Flagellar Motility of Trypanosoma cruzi Epimastigotes [J].
Ballesteros-Rodea, G. ;
Santillan, M. ;
Martinez-Calvillo, S. ;
Manning-Cela, R. .
JOURNAL OF BIOMEDICINE AND BIOTECHNOLOGY, 2012,
[6]  
Baron S., 1996, Medical microbiology, V4th, P1
[7]  
Barry JD, 2001, ADV PARASIT, V49, P1, DOI 10.1016/S0065-308X(01)49037-3
[8]   Transmission of Leishmania metacyclic promastigotes by phlebotomine sand flies [J].
Bates, Paul A. .
INTERNATIONAL JOURNAL FOR PARASITOLOGY, 2007, 37 (10) :1097-1106
[9]   Flagellar motility is required for the viability of the bloodstream trypanosome [J].
Broadhead, R ;
Dawe, HR ;
Farr, H ;
Griffiths, S ;
Hart, SR ;
Portman, N ;
Shaw, MK ;
Ginger, ML ;
Gaskell, SJ ;
McKean, PG ;
Gull, K .
NATURE, 2006, 440 (7081) :224-227
[10]   A review of wind speed probability distributions used in wind energy analysis Case studies in the Canary Islands [J].
Carta, J. A. ;
Ramirez, P. ;
Velazquez, S. .
RENEWABLE & SUSTAINABLE ENERGY REVIEWS, 2009, 13 (05) :933-955