Lin Hancheng, Luo Yiwen, Wang Lei, Deng Kaifei, Sun Qiran, Fang Ruoxi, Wei Xin, Zha Shuai, Wang Zhenyuan, Huang Ping
Shanghai Key Laboratory of Forensic Medicine, Shanghai Forensic Service Platform, Institute of Forensic Science, Ministry of Justice, Shanghai, 200063, China.
Department of Forensic Pathology, Xi'an Jiaotong University, Xi'an, 710061, China.
Int J Legal Med. 2018 Mar;132(2):477-486. doi: 10.1007/s00414-017-1721-4. Epub 2017 Oct 30.
Anaphylaxis is a rapid allergic reaction that may cause sudden death. Currently, postmortem diagnosis of anaphylactic shock is sometimes difficult and often achieved through exclusion. The aim of our study was to investigate whether Fourier transform infrared (FTIR) microspectroscopy combined with pattern recognition methods would be complementary to traditional methods and provide a more accurate postmortem diagnosis of fatal anaphylactic shock. First, the results of spectral peak area analysis showed that the pulmonary edema fluid of the fatal anaphylactic shock group was richer in protein components than the control group, which included mechanical asphyxia, brain injury, and acute cardiac death. Subsequently, principle component analysis (PCA) was performed and showed that the anaphylactic shock group contained more turn and α-helix protein structures as well as less tyrosine-rich proteins than the control group. Ultimately, a partial least-square discriminant analysis (PLS-DA) model combined with a variables selection method called the genetic algorithm (GA) was built and demonstrated good separation between these two groups. This pilot study demonstrates that FTIR microspectroscopy has the potential to be an effective aid for postmortem diagnosis of fatal anaphylactic shock.
过敏反应是一种可能导致猝死的快速过敏反应。目前,过敏性休克的尸检诊断有时很困难,通常是通过排除法来实现。我们研究的目的是调查傅里叶变换红外(FTIR)显微光谱结合模式识别方法是否能补充传统方法,并为致命性过敏性休克提供更准确的尸检诊断。首先,光谱峰面积分析结果表明,致命性过敏性休克组的肺水肿液中蛋白质成分比对照组丰富,对照组包括机械性窒息、脑损伤和急性心源性死亡。随后,进行主成分分析(PCA),结果显示过敏性休克组比对照组含有更多的转角和α-螺旋蛋白结构,以及更少的富含酪氨酸的蛋白质。最终,建立了一个结合遗传算法(GA)变量选择方法的偏最小二乘判别分析(PLS-DA)模型,该模型在两组之间显示出良好的区分效果。这项初步研究表明,FTIR显微光谱有潜力成为致命性过敏性休克尸检诊断的有效辅助手段。