Effect of sodium hypochlorite on zebrafish swimming behavior estimated by fractal dimension analysis.

The behavioral responses of zebrafish (Danio rerio) to sublethal concentrations of sodium hypochlorite (NaClO)-based household bleach were quantified in order to index toxicity of the solution. The swimming behavior of zebrafish was captured using nonplanar 3D stereocameras in combination with 3D coordinate computation with perspective correction (3DCCPC) to compute for actual 3D coordinates. Swimming trajectory and velocity were quantified by fractal dimension analysis. The results showed that, under incremental concentrations of NaClO-based aqueous solutions with the maximum of 0.005% v/v, the fractal dimension of swimming velocity trended to increase with the concentration. The fractal dimension of swimming trajectories trended to increase with pH. Hence, the results have proven that the system is a useful tool to indicate behavioral changes, which may be implemented in biomonitoring systems for acute toxicity bioassay.

[1]  P. E. Rapp,et al.  Dynamical analysis reveals individuality of locomotion in goldfish , 2004, Journal of Experimental Biology.

[2]  J. Kahane Some Random Series of Functions , 1985 .

[3]  Edward E. Little,et al.  Swimming behavior as an indicator of sublethal toxicity in fish , 1990 .

[4]  Terry E. Tullis,et al.  Euclidean and fractal models for the description of rock surface roughness , 1991 .

[5]  I. Kang,et al.  Effects of bisphenol a on the reproduction of Japanese medaka (Oryzias latipes) , 2002, Environmental toxicology and chemistry.

[6]  M L Shih,et al.  Increased toxicity of textile effluents by a chlorination process using sodium hypochlorite. , 2001, Water science and technology : a journal of the International Association on Water Pollution Research.

[7]  An universal relation between fractal and Euclidean (topological) dimensions of random systems , 1998 .

[8]  Masahiro Nakagawa,et al.  A Critical Exponent Method to Evaluate Fractal Dimensions of Self-Affine Data , 1993 .

[9]  강태원,et al.  [서평]「Chaos and Fractals : New Frontiers of Science」 , 1998 .

[10]  Colin Hunter,et al.  A video-based movement analysis system to quantify behavioral stress responses of fish. , 2004, Water research.

[11]  S. Burak Gokturk,et al.  A Time-Of-Flight Depth Sensor - System Description, Issues and Solutions , 2004, 2004 Conference on Computer Vision and Pattern Recognition Workshop.

[12]  K. Gulabivala,et al.  Some factors affecting the concentration of available chlorine in commercial sources of sodium hypochlorite. , 2001, International endodontic journal.

[13]  Peter Aleström,et al.  Zebrafish in functional genomics and aquatic biomedicine. , 2006, Trends in biotechnology.

[14]  Daniel Forsin Buss,et al.  Behavioral response of Zebrafish Danio rerio Hamilton 1822 to sublethal stress by sodium hypochlorite: ecotoxicological assay using an image analysis biomonitoring system , 2007, Ecotoxicology.

[15]  H. E. Hurst,et al.  Long-Term Storage Capacity of Reservoirs , 1951 .

[16]  C. Sparrow The Fractal Geometry of Nature , 1984 .

[17]  P. Grassberger Generalized dimensions of strange attractors , 1983 .

[18]  F. Schmitt,et al.  From random walk to multifractal random walk in zooplankton swimming behavior , 2004 .

[19]  W. Mckinley,et al.  Bioassay of Captan by Zebrafish Larvae , 1967, Nature.

[20]  M. Nakagawa,et al.  Method of evaluation of fractal dimensions in terms of fractional integro‐differential equations , 2004 .