We examined the biocompatibility of carbon nanotubes (CNTs) injected i.p. into rats (1 mg/kg body mass) by recording EEG from the frontal and occipital cortex and performing the water maze router test before and after such injection. For EEG, the energy and average power spectral density of wavelet coefficients in the β, α, and θ bands were considered the features. In the water maze router experiment, the distance, time, and speed of rats were investigated as behavioral factors. Comparison of EEG signals before and after injection showed that introduction of CNTs exerted no significant effect on electrophysiological brain indices. A comparison of behavioral factors before and after injection, however, showed that injections of CNTs increased the pacing distance and time to find the desired platform and decreased somewhat the speed in the water maze router experiment. A possible reason of this phenomenon is the possible influence of CNTs on ion fluxes in brain neurons.
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A. Nunes, K. Al-Jamal, T. Nakajima, et al., “Application of carbon nanotubes in neurology: clinical perspectives and toxicological risks,” Arch. Toxicol., 86, No. 7, 1009- 1020 (2012).
N. A. Kotov, J. O. Winter, I. P. Clements, et al., “Nanomaterials for neural interfaces,” Adv. Mater., 21, No. 40, 3970-4004 (2009).
A. Sucapane, G. Cellot, M. Prato, et al., “Interactions between cultured neurons and carbon nanotubes: a nanoneuroscience vignette,” J. Nanoneurosci., 1, No. 1, 10 (2009).
A. Al Faraj, F. Fauvelle, N. Luciani, et al., “In vivo biodistribution and biological impact of injected carbon nanotubes using magnetic resonance techniques,” Int. J. Nanomed., 6, 351 (2011).
Y. Liu and H. Wang, “Nanomedicine: Nanotechnology tackles tumours,” Nat. Nanotechnol., 2, No. 1, 20-21 (2007).
P. Wick, P. Manser, L. K. Limbach, et al., “The degree and kind of agglomeration affect carbon nanotube cytotoxicity,” Toxicol. Lett., 168, No. 2, 121-131 (2007).
P. M. Raja, J. Connolley, G. P. Ganesan, et al., “Impact of carbon nanotube exposure, dosage and aggregation on smooth muscle cells,” Toxicol. Lett., 169, No. 1, 51 (2007).
M. P. Mattson, R. C. Haddon, and A. M. Rao, “Molecular functionalization of carbon nanotubes and use as substrates for neuronal growth,” J. Mol. Neurosci., 14, No. 3, 175-182 (2000).
K. Matsumoto, C. Sato, Y. Naka, et al., “Neurite outgrowths of neurons with neurotrophin-coated carbon nanotubes,” J. Biosci. Bioeng., 103, No. 3, 216-220 (2007).
V. Lovat, D. Pantarotto, L. Lagostena, et al., “Carbon nanotube substrates boost neuronal electrical signaling,” Nano Lett., 5, No. 6, 1107-1110 (2005).
M. K. Gheith, V. A. Sinani, J. P. Wicksted, et al., “Singlewalled carbon nanotube polyelectrolyte multilayers and freestanding films as a biocompatible platform for neuroprosthetic implants,” Adv. Mater., 17, No. 22, 2663-2670 (2005).
I. Yoon, K. Hamaguchi, I. V. Borzenets, et al., “Intracellular neural recording with pure carbon nanotube probes,” PLoS One, 8, No. 6, e65715 (2013).
S. K. Smart, A. I. Cassady, G. Q. Lu, and D. J. Martin, “The biocompatibility of carbon nanotubes,” Carbon, 44, No. 6, 1034-1047 (2006).
A. M. Schrand, L. Dai, J. J. Schlager, et al., “Differential biocompatibility of carbon nanotubes and nanodiamonds,” Diamond Relat. Mater., 16, No. 12, 2118-2123 (2007).
L. Lacerda, H. Ali-Boucetta, M. A. Herrero, et al., “Tissue histology and physiology following intravenous administration of different types of functionalized multiwalled carbon nanotubes,” Nanomedicine (London), 3, 149-161, doi: 10.2217/17435889.3.2.149 (April 2008).
C. A. Poland, R. Duffin, I. Kinloch, et al., “Carbon nanotubes introduced into the abdominal cavity of mice show asbestos-like pathogenicity in a pilot study,” Nat. Nanotechnol., 3, No. 7, 423-428 (2008).
J. Muller, F. Huaux, N. Moreau, et al., “Respiratory toxicity of multi-wall carbon nanotubes,” Toxicol. Appl. Pharmacol., 207, No. 3, 221-231 (2005).
X. Deng, F. Wu, Z. Liu, et al., “The splenic toxicity of water soluble multi-walled carbon nanotubes in mice,” Carbon, 47, No. 6, 1421-1428 (2009).
L. M. Jakubek, S. Marangoudakis, J. Raingo, et al., “The inhibition of neuronal calcium ion channels by trace levels of yttrium released from carbon nanotubes,” Biomaterials, 30, No. 31, 6351-6357 (2009).
P. Goel, H. Liu, D. Brown, and A. Datta, “On the use of spiking neural network for EEG classification,” Int. J. Knowl.-Based Intell. Eng. Syst., 12, No. 4, 295-304 (2008).
K. Wu, A. Sajad, S. Omar, and W. McKay, “The effect of high frequency radio waves on human brain activity: an EEG study,” Univ. Toronto J. Undergrad. Life Sci., 3, No. 1, 50-52 (2009).
S. Ivani, I. Karimi, and S. R. F. Tabatabaei, “Biosafety of multiwalled carbon nanotube in mice: a behavioral toxicological approach,” J. Toxicol. Sci., 37, No. 6, 1191-1205 (2012).
M K. Kiymik, M. Akin, and A. Subasi, “Automatic recognition of alertness level by using wavelet transform and artificial neural network,” J. Neurosci. Methods, 139, No. 2, 231-240 (2004).
W. Ting, Y. Guo-zheng, Y. Bang-hua, and S. Hong, “EEG feature extraction based on wavelet packet decomposition for brain computer interface,” Measurement, 41, No. 6, 618-625 (2008).
P. Stoica and R. L. Moses, Introduction to Spectral Analysis, Prentice-Hall, Englewood Cliffs, New Jersey (1997).
D. Zhao, D. Alizadeh, L. Zhang, et al., “Carbon nanotubes enhance CpG uptake and potentiate antiglioma immunity,” Clin. Cancer Res., 17, No. 4, 771-782 (2011).
E. Jan and N. A. Kotov, “Successful differentiation of mouse neural stem cells on layer-by-layer assembled single-walled carbon nanotube composite,” Nano Lett., 7, No. 5, 1123-1128 (2007).
A. V. Liopo, M. P. Stewart, J. Hudson, et al., “Biocompatibility of native and functionalized singlewalled carbon nanotubes for neuronal interface,” J. Nanosci. Nanotechnol., 6, No. 5, 1365-1374 (2006).
H. J. Lee, J. Park, O. J. Yoon, et al., “Amine-modified single-walled carbon nanotubes protect neurons from injury in a rat stroke model,” Nat. Nanotechnol., 6, No. 2, 121-125 (2011).
A. Takagi, A. Hirose, T. Nishimura, et al., “Induction of mesothelioma in p53+/-mouse by intraperitoneal application of multi-wall carbon nanotube,” J. Toxicol. Sci., 33, No. 1, 105-116 (2008).
E. B. Malarkey, K. A. Fisher, E. Bekyarova, et al., “Conductive single-walled carbon nanotube substrates modulate neuronal growth,” Nano Lett., 9, No. 1, 264- 268 (2008).
C.W. Lam, J. T. James, R. McCluskey, et al., “A review of carbon nanotube toxicity and assessment of potential occupational and environmental health risks,” CRC Crit. Rev. Toxicol., 36, No. 3, 189-217 (2006).
Y. Ni, H. Hu, E. B. Malarkey, et al., “Chemically functionalized water soluble single-walled carbon nanotubes modulate neurite outgrowth,” J. Nanosci. Nanotechnol., 5, No. 10, 1707-1712 (2005).
B. Kateb, M. Van Handel, L. Zhang, et al., “Internalization of MWCNTs by microglia: possible application in immunotherapy of brain tumors,” NeuroImage, 37, S9-S17 (2007).
L. Dong, K. L. Joseph, C. M. Witkowski, and M. M. Craig, “Cytotoxicity of single-walled carbon nanotubes suspended in various surfactants,” Nanotechnology, 19, No. 25, 255702 (2008).
L. Dong, C. M. Witkowski, M. M. Craig, et al., “Cytotoxicity effects of different surfactant molecules conjugated to carbon nanotubes on human astrocytoma cells,” Nanoscale Res. Lett., 4, No. 12, 1517-1523 (2009).
H. Xu, J. Bai, J. Meng, et al., “Multi-walled carbon nanotubes suppress potassium channel activities in PC12 cells,” Nanotechnology, 20, No. 28, 285102 (2009).
C Gaillard, G. Cellot, S. Li, et al., “Carbon nanotubes carrying cell‐adhesion peptides do not interfere with neuronal functionality,” Adv. Mater., 21, No. 28, 2903- 2908 (2009).
G. Bardi, P. Tognini, G. Ciofani, et al., “Pluronic-coated carbon nanotubes do not induce degeneration of cortical neurons in vivo and in vitro,” Nanomed.: Nanotechnol., Biol. Med., 5, No. 1, 96 (2009).
K. H. Park, M. Chhowalla, Z. Iqbal, and F. Sesti, “Single-walled carbon nanotubes are a new class of ion channel blockers,” J. Biol. Chem., 278, No. 50, 50212- 50216 (2003).
M. VanHandel, D. Alizadeh, L. Zhang, et al., “Selective uptake of multi-walled carbon nanotubes by tumor macrophages in a murine glioma model,” J. Neuroimmunol., 208, No. 1, 3-9 (2009).
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Azimirad, V., Hosseinpour, M., Shahabi, P. et al. Effects of Injection of Carbon Nanotubes on EEG and Results of a Behavioral Test in Rats. Neurophysiology 47, 198–204 (2015). https://doi.org/10.1007/s11062-015-9521-2
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DOI: https://doi.org/10.1007/s11062-015-9521-2