Laser Microbeam and Medical Program, Beckman Laser Institute, University of California, Irvine, 1002 Health Sciences Road, Irvine, California 92612, USA.
J Biomed Opt. 2012 Oct;17(10):107006. doi: 10.1117/1.JBO.17.10.107006.
Monitoring of tissue blood volume and local oxygen saturation can inform the assessment of tissue health, healing, and dysfunction. These quantities can be estimated from the contribution of oxyhemoglobin and deoxyhemoglobin to the absorption spectrum of the dermis. However, estimation of blood related absorption in skin can be confounded by the strong absorption of melanin in the epidermis and epidermal thickness and pigmentation varies with anatomic location, race, gender, and degree of disease progression. Therefore, a method is desired that decouples the effect of melanin absorption in the epidermis from blood absorption in the dermis for a large range of skin types and thicknesses. A previously developed inverse method based on a neural network forward model was applied to simulated spatial frequency domain reflectance of skin for multiple wavelengths in the near infrared. It is demonstrated that the optical thickness of the epidermis and absorption and reduced scattering coefficients of the dermis can be determined independently and with minimal coupling. Then, the same inverse method was applied to reflectance measurements from a tissue simulating phantom and in vivo human skin. Oxygen saturation and total hemoglobin concentrations were estimated from the volar forearms of weakly and strongly pigmented subjects using a standard homogeneous model and the present two layer model.
组织血液体积和局部氧饱和度的监测可以为组织健康、愈合和功能障碍的评估提供信息。这些量可以通过氧合血红蛋白和脱氧血红蛋白对真皮吸收光谱的贡献来估计。然而,皮肤中与血液相关的吸收的估计可能会受到表皮中黑色素的强烈吸收以及表皮厚度和色素沉着的影响,而表皮厚度和色素沉着会因解剖位置、种族、性别和疾病进展程度而有所不同。因此,需要一种方法,该方法可以将表皮中黑色素吸收的影响与真皮中血液吸收的影响分离出来,适用于多种皮肤类型和厚度。先前开发的基于神经网络正向模型的反演方法已应用于近红外多个波长的皮肤空间频域反射率的模拟。结果表明,表皮的光学厚度以及真皮的吸收和散射系数可以独立且最小耦合地确定。然后,将相同的反演方法应用于组织模拟体模和体内人体皮肤的反射率测量。使用标准均匀模型和本两层模型,从色素沉着较弱和较强的受试者的手掌背面估计了氧饱和度和总血红蛋白浓度。