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脓毒症模型大鼠微循环图像的采集与分析。

Acquisition and Analysis of Microcirculation Image in Septic Model Rats.

机构信息

Center for Frontier Medical Engineering, Chiba University, Chiba 263-8522, Japan.

Graduate School of Science and Engineering, Chiba University, Chiba 263-8522, Japan.

出版信息

Sensors (Basel). 2022 Nov 3;22(21):8471. doi: 10.3390/s22218471.

Abstract

: Microcirculation is a vital sign that supplies oxygen and nutrients to maintain normal life activities. Sepsis typically influences the operation of microcirculation, which is recovered by the administration of medicine injection. : Sepsis-induced variation and recovery of microcirculation are quantitatively detected using microcirculation images acquired by a non-contact imaging setup, which might assist the clinical diagnosis and therapy of sepsis. : In this study, a non-contact imaging setup was first used to record images of microcirculation on the back of model rats. Specifically, the model rats were divided into three groups: (i) the sham group as a control group; (ii) the cecum ligation and puncture (CLP) group with sepsis; and (iii) the CLP+thrombomodulin (TM) group with sepsis and the application of TM alfa therapy. Furthermore, considering the sparsity of red blood cells (RBCs), the blood velocity is estimated by robust principal component analysis (RPCA) and U-net, and the blood vessel diameter is estimated by the contrast difference between the blood vessel and tissue. : In the experiments, the continuous degradation of the estimated blood velocity and blood vessel diameter in the CLP group and the recovery after degradation of those in the CLP+TM group were quantitatively observed. The variation tendencies of the estimated blood velocity and blood vessel diameter in each group suggested the effects of sepsis and its corresponding therapy.

摘要

微循环是为维持正常生命活动供应氧气和营养物质的重要标志。败血症通常会影响微循环的运作,通过注射药物来恢复。使用非接触式成像设备获取的微循环图像定量检测败血症引起的微循环变化和恢复,这可能有助于败血症的临床诊断和治疗。在这项研究中,首先使用非接触式成像设备记录模型大鼠背部的微循环图像。具体来说,模型大鼠分为三组:(i)假手术组作为对照组;(ii)盲肠结扎穿孔(CLP)组,发生败血症;(iii)CLP+血栓调节蛋白(TM)组,发生败血症并应用 TM alfa 治疗。此外,考虑到红细胞(RBCs)的稀疏性,通过鲁棒主成分分析(RPCA)和 U-net 来估计血流速度,通过血管和组织之间的对比度差异来估计血管直径。在实验中,定量观察了 CLP 组中估计血流速度和血管直径的连续下降以及 CLP+TM 组中下降后的恢复情况。各组中估计血流速度和血管直径的变化趋势表明了败血症及其相应治疗的效果。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/7ec3/9659045/7222f97425c6/sensors-22-08471-g001.jpg

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