Study on the pathological and biomedical characteristics of spinal cord injury by confocal Raman microspectral imaging

被引:23
作者
Li, Jie [1 ,2 ]
Liang, Zhuowen [3 ]
Wang, Shuang [1 ]
Wang, Zhe [3 ]
Zhang, Xu [1 ,2 ]
Hu, Xueyu [3 ]
Wang, Kaige [1 ]
He, Qingli [2 ]
Bai, Jintao [1 ]
机构
[1] Northwest Univ, Inst Photon & Photon Technol, 229 North Taibai Rd, Xian 710069, Shaanxi, Peoples R China
[2] Northwest Univ, Dept Phys, Xian, Shaanxi, Peoples R China
[3] Air Force Med Univ, Xijing Hosp, Dept Orthopaed, Xian, Shaanxi, Peoples R China
关键词
Confocal Raman microspectral imaging; Spinal cord injury; Multivariate analysis algorithms; Pathological progression; STATE TRANSITION; SPECTROSCOPY; BLOOD; CELLS; CLASSIFICATION; PROTEOGLYCANS; HEMOGLOBIN; SCAR;
D O I
10.1016/j.saa.2018.11.022
中图分类号
O433 [光谱学];
学科分类号
0703 ; 070302 ;
摘要
Confocal Raman microspectral imaging (CRMI) in combination with multivariate analysis was used to study pathological progression after spinal cord injury (SCI). By establishing moderate contusion in rat models, ex vivo longitudinal spinal cord tissue sections were prepared for microspectroscopic analysis. Comparative studies were then performed to determine the pathological distinctions among before injury (BI), one day post-injury (1 DPI), seven days post-injury (7 DPI), and 14 days post-injury (14 DPI) groups. Multivariate analysis algorithms, including K-mean cluster analysis (KCA) and principal component analysis (PCA), were conducted to highlight biochemical and structural variations after tissue damage. It is confirmed that typical spectral features and profiles can illustrate some fundamental and significant pathological processes post-injury, such as neuron apoptosis, hemorrhage, demyelination, and chondroitin sulfate proteoglycans (CSPGs) upregulation. Further, by establishing spectra-structure correlations, the reconstructed spectral images revealed some minute and important morphological characteristics following tissue injury, such as glial scar formation surrounding the cavity structure. The observed spectral phenomena also provide a detailed view on relevant pathobiological factors, which are involved in the spread of secondary damage after traumatic spinal cord injury. Our findings not only provide a spectral perspective to the well-known cellular mechanisms underlying SCI, but further provide a sound basis for developing real-time Raman methodologies to evaluate the prognostic factors and therapeutic results of SCI. (C) 2018 Elsevier B.V. All rights reserved.
引用
收藏
页码:148 / 158
页数:11
相关论文
共 59 条
[1]   The biochemical, nanomechanical and chemometric signatures of brain cancer [J].
Abramczyk, Halina ;
Imiela, Anna .
SPECTROCHIMICA ACTA PART A-MOLECULAR AND BIOMOLECULAR SPECTROSCOPY, 2018, 188 :8-19
[2]   Discriminating Neoplastic and Normal Brain Tissues in Vitro Through Raman Spectroscopy: A Principal Components Analysis Classification Model [J].
Aguiar, Ricardo Pinto ;
Silveira, Landulfo, Jr. ;
Falcao, Edgar Teixeira ;
Tavares Pacheco, Marcos Tadeu ;
Zangaro, Renato Amaro ;
Pasqualucci, Carlos Augusto .
PHOTOMEDICINE AND LASER SURGERY, 2013, 31 (12) :595-604
[3]   Raman Spectroscopy Differentiates Each Tissue from the Skin to the Spinal Cord A Novel Method for Epidural Needle Placement? [J].
Anderson, T. Anthony ;
Kang, Jeon Woong ;
Gubin, Tatyana ;
Dasari, Ramachandra R. ;
So, Peter T. C. .
ANESTHESIOLOGY, 2016, 125 (04) :793-804
[4]   Quantitative assessment of spinal cord injury using circularly polarized coherent anti-Stokes Raman scattering microscopy [J].
Bae, Kideog ;
Zheng, Wei ;
Huang, Zhiwei .
APPLIED PHYSICS LETTERS, 2017, 111 (06)
[5]   RAMAN-SPECTROSCOPY - STRUCTURAL PROBE OF GLYCOSAMINOGLYCANS [J].
BANSIL, R ;
YANNAS, IV ;
STANLEY, HE .
BIOCHIMICA ET BIOPHYSICA ACTA, 1978, 541 (04) :535-542
[6]   DISACCHARIDE SOLUTION STEREOCHEMISTRY FROM VIBRATIONAL RAMAN OPTICAL-ACTIVITY [J].
BELL, AF ;
HECHT, L ;
BARRON, LD .
JOURNAL OF THE AMERICAN CHEMICAL SOCIETY, 1994, 116 (12) :5155-5161
[7]   Application of R-mode analysis to Raman maps: a different way of looking at vibrational hyperspectral data [J].
Bonifacio, Alois ;
Beleites, Claudia ;
Sergo, Valter .
ANALYTICAL AND BIOANALYTICAL CHEMISTRY, 2015, 407 (04) :1089-1095
[8]   Chemical imaging of articular cartilage sections with Raman mapping, employing uni- and multi-variate methods for data analysis [J].
Bonifacio, Alois ;
Beleites, Claudia ;
Vittur, Franco ;
Marsich, Eleonora ;
Semeraro, Sabrina ;
Paoletti, Sergio ;
Sergo, Valter .
ANALYST, 2010, 135 (12) :3193-3204
[9]  
Burns Anthony S, 2012, Handb Clin Neurol, V109, P47, DOI 10.1016/B978-0-444-52137-8.00003-6
[10]   CONFORMATIONAL FEATURES OF LIPIDS AND PROTEINS IN MYELIN MEMBRANES USING RAMAN AND INFRARED-SPECTROSCOPY [J].
CARMONA, P ;
RAMOS, JM ;
DECOZAR, M ;
MONREAL, J .
JOURNAL OF RAMAN SPECTROSCOPY, 1987, 18 (07) :473-476