Wang Yuye, Wang Guoqiang, Xu Degang, Jiang Bozhou, Ge Meilan, Wu Limin, Yang Chuanyan, Mu Ning, Wang Shi, Chang Chao, Chen Tunan, Feng Hua, Yao Jianquan
Institute of Laser and Optoelectronics, School of Precision Instruments and Optoelectronics Engineering, Tianjin University, Tianjin 300072, China.
Key Laboratory of Optoelectronics Information Technology (Ministry of Education), Tianjin University, Tianjin 300072, China.
Biomed Opt Express. 2020 Jul 6;11(8):4085-4098. doi: 10.1364/BOE.395432. eCollection 2020 Aug 1.
The early diagnosis of blast-induced traumatic brain injury (bTBI) is of great clinical significance for prognostication and treatment. Here, we report a new strategy for early bTBI diagnosis through serum and cerebrospinal fluid (CSF) based on terahertz time-domain spectroscopy (THz-TDS). The spectral differences of serum and CSF for different degrees of experimental bTBI in rats have been demonstrated in the early period. In addition, the THz spectra of total protein in the hypothalamus and hippocampus were investigated at different time points after blast exposure, which both showed clear differences with time increasing compared with that in the normal brain. This might help to explain the neurological symptoms caused by bTBI. Moreover, based on the THz absorption spectra of serum and CSF, the principal component analysis and machine learning algorithms were performed to automatically identify the degree of bTBI. The highest diagnostic accuracy was up to 95.5%. It is suggested that this method has potential as an alternative method for high-sensitive, rapid, label-free, economical and early diagnosis of bTBI.
爆震性创伤性脑损伤(bTBI)的早期诊断对预后和治疗具有重要的临床意义。在此,我们报告一种基于太赫兹时域光谱(THz-TDS)的通过血清和脑脊液(CSF)进行bTBI早期诊断的新策略。已在早期证实了大鼠不同程度实验性bTBI血清和脑脊液的光谱差异。此外,在爆震暴露后的不同时间点研究了下丘脑和海马中总蛋白的太赫兹光谱,与正常脑相比,二者均随时间增加呈现出明显差异。这可能有助于解释bTBI引起的神经症状。此外,基于血清和脑脊液的太赫兹吸收光谱,进行主成分分析和机器学习算法以自动识别bTBI的程度。最高诊断准确率高达95.5%。表明该方法有潜力作为一种高灵敏度、快速、无标记、经济且早期诊断bTBI的替代方法。