Afshari Ali, Saager Rolf B, Burgos David, Vogt William C, Wang Jianting, Mendoza Gonzalo, Weininger Sandy, Sung Kung-Bin, Durkin Anthony J, Pfefer T Joshua
Center for Devices and Radiological Health, Food and Drug Administration, 10903 New Hampshire Ave., Silver Spring, Maryland 20993, USA.
Linköping Univ., Dept. of Biomedical Engineering, Linköping, Sweden.
Biomed Opt Express. 2022 Apr 21;13(5):2909-2928. doi: 10.1364/BOE.454020. eCollection 2022 May 1.
Clinical studies have demonstrated that epidermal pigmentation level can affect cerebral oximetry measurements. To evaluate the robustness of these devices, we have developed a phantom-based test method that includes an epidermis-simulating layer with several melanin concentrations and a 3D-printed cerebrovascular module. Measurements were performed with neonatal, pediatric and adult sensors from two commercial oximeters, where neonatal probes had shorter source-detector separation distances. Referenced blood oxygenation levels ranged from 30 to 90%. Cerebral oximeter outputs exhibited a consistent decrease in saturation level with simulated melanin content; this effect was greatest at low saturation levels, producing a change of up to 15%. Dependence on pigmentation was strongest in a neonatal sensor, possibly due to its high reflectivity. Overall, our findings indicate that a modular channel-array phantom approach can provide a practical tool for assessing the impact of skin pigmentation on cerebral oximeter performance and that modifications to algorithms and/or instrumentation may be needed to mitigate pigmentation bias.
临床研究表明,表皮色素沉着水平会影响脑血氧饱和度测量。为评估这些设备的稳健性,我们开发了一种基于体模的测试方法,该方法包括一个具有多种黑色素浓度的表皮模拟层和一个3D打印的脑血管模块。使用来自两种商用血氧仪的新生儿、儿童和成人传感器进行测量,其中新生儿探头的源-探测器分离距离较短。参考血氧水平范围为30%至90%。随着模拟黑色素含量的增加,脑血氧仪输出的饱和度水平持续下降;这种影响在低饱和度水平时最为明显,饱和度变化高达15%。在新生儿传感器中,对色素沉着的依赖性最强,这可能是由于其高反射率所致。总体而言,我们的研究结果表明,模块化通道阵列体模方法可为评估皮肤色素沉着对脑血氧仪性能的影响提供一种实用工具,并且可能需要对算法和/或仪器进行改进以减轻色素沉着偏差。