Neural Cell Activity Detection Method Based on Near Infrared Spectroscopy Analysis of Spinal Cord Injury
NIE Min1, LIU Meng1*, ZONG Shi-chun2, YANG Guang1, 3, PEI Chang-xing4
1. School of Communication and Information Engineering, Xi’an University of Posts and Telecommunication, Xi’an 710121, China 2. School Hospital, Xi’an University of Posts and Telecommunication, Xi’an 710121, China 3. School of Electronics and Information, Northwestern Polytechnical University, Xi’an 710072, China 4. College of Communication Engineering, Xidian University, Xi’an 710071, China
Abstract:Traffic accidents, high-altitude drops, mechanical shock and other accidents may lead to human spinal cord injury, interrupting the transmission channel of human nerve signals, resulting in loss of some limb function. Since there is no method of spinal cord injury site of nerve cell activity, while the conventional testing instruments such as X ray, CT and other traditional instruments cannot provide any nerve cell activity, doctors couldn’t have a clearer understanding of the patient’s condition, which may delay the best timing of treatment, thus causing lifelong paralysis. Spectroscopy method can be used in the detection of cell organization change while near infrared spectrum technology is a kind of fast measurement and simple operation of nondestructive measuring. Therefore, aiming at the shortcomings of the existing medical testing equipment, on the basis of animal experiment, this paper uses near infrared spectrum technology, based on the absorption characteristics of the material in near infrared wave band, and combined with near infrared spectrum analysis technique of qualitative determination and quantitative analysis of the characteristics. Using clustering algorithm for spinal cord injury site of neuron-specific nuclear protein and neurotransmitters classify and simulation, partial least squares (PLS) algorithm is used to calculate the content to achieve a spinal cord accurate detection of the site of injury nerve cell activity. This method provides theoretical basis for the detection of spinal cord injury, bringing hopes to patients with limb function reconstruction and rehabilitation, for clinical provides a method to detect the activity of nerve cells in the noninvasive.
Key words:Spinal cord;Neurotransmitter;Infrared spectrum;Qualitative and quantitative
[1] Marino R J, Barros T, Biering-Sorensen F, et al. Journal of Spinal Cord Medicine, 2003, 26 suppl 1(10): S50. [2] ZHANG Xiao-chao, WU Jing-zhu, XU Yun(张小超,吴静珠,徐 云). Near Infrared Spectroscopy Analysis Technique and Its Application in Modern Agriculture(近红外光谱分析技术及其在现代农业中的应用). Beijing: Publishing House of Electronics Industry(北京: 电子工业出版社). 2010: 27, 121, 141, 160. [3] LI Xu-dong, ZHANG Gen-ming(李旭东, 张根明). Journal of Chongqing University of Science and Technology(重庆科技学院学报),2008, 10(2): 33. [4] Horie Kazuyuki, Ushiki Hideharu, Winnik F M(堀江一之, 牛木秀治,F. M. 威尼克). Molecular Photonics: Fundamentals and Practical Aspects(分子光子学-原理及应用). Translated by ZHANG Zhen-xi(张镇西,译). Beijing: Science Press(北京: 科学出版社). 1999 . 23. [5] Gabella G. Experientia, 1969, 25(25): 218. [6] Yu W L, Wang Zhen, Jin Lei. The Experiment Study on Infrared Radiation Spectrum of Human Body. The IEEE-EMBS International Conference, 2012. [7] Mancini D M, Bolinger L, Li H, et al. Journal of Applied Physiology, 1995, 77(6): 2740. [8] LU Wan-zhen, YUAN Hong-fu, XU Guang-tong, et al(陆婉珍, 袁洪福, 徐广通, 等). Modern NIR Spectral Analytical Techniques(现代近红外光谱分析技术). Beijing: China Petrochemical Press(北京: 中国石化出版社), 2000. [9] Harada H, Tanaka M, Kato T. Journal of Laryngology & Otology, 2006, 120(8): 638. [10] Gangidi R R, Proctor A, Pohlman F W, et al. Journal of Food Science, 2005, 70(6): c397. [11] WU Xiao-hua, CHEN De-li(吴晓华,陈德利). Chinese Journal of Analytical Chemistry(分析化学),2004, 32(4): 534. [12] CHU Xiao-li, LU Wan-zhen(褚小立,陆婉珍). Spectroscopy and Spectral Analysis(光谱学与光谱分析), 2014, 34(10):2595. [13] CAI Yan-hua, YUE Feng, YE Chao-qun(蔡艳华,岳 峰,叶超群). Chinese Journal of Rehabilitation Theory and Practice(中国康复理论与实践), 2010, 16(6): 540.