IBiTech-bioMMeda, Ghent University, Gent 9000, Belgium.
Department of Computational Physiology, Simula Research Laboratory, Fornebu 1364, Norway.
J Biomech Eng. 2020 Sep 1;142(9). doi: 10.1115/1.4046586.
Early detection of asymptomatic carotid stenosis is crucial for treatment planning in the prevention of ischemic stroke. Auscultation, the current first-line screening methodology, comes with severe limitations that create urge for novel and robust techniques. Laser Doppler vibrometer (LDV) is a promising tool for inferring carotid stenosis by measuring stenosis-induced vibrations. The goal of the current study was to evaluate the feasibility of LDV for carotid stenosis detection. LDV measurements on a carotid phantom were used to validate our previously verified high-resolution computational fluid dynamics methodology, which was used to evaluate the impact of flowrate, flow split, and stenosis severity on the poststenotic intensity of flow instabilities (IFI). We evaluated sensitivity, specificity, and accuracy of using IFI for stenoses detection. Linear regression analyses showed that computationally derived pressure fluctuations correlated (R2 = 0.98) with LDV measurements of stenosis-induced vibrations. The flowrate of stenosed vessels correlated (R2 = 0.90) with the presence of poststenotic instabilities. Receiver operating characteristic analyses of power spectra revealed that the most relevant frequency bands for the detection of moderate (56-76%) and severe (86-96%) stenoses were 80-200 Hz and 0-40 Hz, respectively. Moderate stenosis was identified with sensitivity and specificity of 90%; values decreased to 70% for severe stenosis. The use of LDV as screening tool for asymptomatic stenosis can potentially provide improved accuracy of current screening methodologies for early detection. The applicability of this promising device for mass screening is currently being evaluated clinically.
早期无症状颈动脉狭窄的检测对于预防缺血性中风的治疗计划至关重要。听诊是目前的一线筛查方法,但存在严重的局限性,这促使人们寻求新的、强大的技术。激光多普勒振动计(LDV)是一种通过测量狭窄引起的振动来推断颈动脉狭窄的有前途的工具。本研究的目的是评估 LDV 检测颈动脉狭窄的可行性。使用颈动脉模型进行 LDV 测量,验证了我们之前验证的高分辨率计算流体动力学方法,该方法用于评估血流量、流量分配和狭窄严重程度对血流不稳定性(IFI)后狭窄强度的影响。我们评估了使用 IFI 进行狭窄检测的灵敏度、特异性和准确性。线性回归分析表明,计算得出的压力波动与 LDV 测量的狭窄引起的振动相关(R2=0.98)。狭窄血管的血流量与后狭窄不稳定性的存在相关(R2=0.90)。功率谱的接收者操作特征分析表明,用于检测中度(56-76%)和重度(86-96%)狭窄的最相关频带分别为 80-200 Hz 和 0-40 Hz。中度狭窄的识别灵敏度和特异性为 90%;对于严重狭窄,这些值降至 70%。LDV 作为无症状狭窄的筛查工具的使用,可能为当前筛查方法的早期检测提供更高的准确性。目前正在临床评估这种有前途的设备进行大规模筛查的适用性。