Department of Anesthesiology, Yale University School of Medicine, 333 Cedar Street, P.O. Box 208051, New Haven, CT 06520-8051, USA.
J Clin Monit Comput. 2010 Aug;24(4):295-303. doi: 10.1007/s10877-010-9248-y. Epub 2010 Jul 20.
We investigate the hypothesis that the photoplethysmograph (PPG) waveform can be analyzed to infer regional venous oxygen saturation.
Fundamental to the successful isolation of the venous saturation is the identification of PPG characteristics that are unique to the peripheral venous system. Two such characteristics have been identified. First, the peripheral venous waveform tends to reflect atrial contraction. Second, ventilation tends to move venous blood preferentially due to the low pressure and high compliance of the venous system. Red (660 nm) and IR (940 nm) PPG waveforms were collected from 10 cardiac surgery patients using an esophageal PPG probe. These waveforms were analyzed using algorithms written in Mathematica. Four time-domain saturation algorithms (ArtSat, VenSat, ArtInstSat, VenInstSat) and four frequency-domain saturation algorithms (RespDC, RespAC, Cardiac, and Harmonic) were applied to the data set.
Three of the algorithms for calculating venous saturation (VenSat, VenInstSat, and RespDC) demonstrate significant difference from ArtSat (the conventional time-domain algorithm for measuring arterial saturation) using the Wilcoxon signed-rank test with Bonferroni correction (p < 0.0071).
This work introduces new algorithms for PPG analysis. Three algorithms (VenSat, VenInstSat, and RespDC) succeed in detecting lower saturation blood. The next step is to confirm the accuracy of the measurement by comparing them to a gold standard (i.e., venous blood gas).
我们研究了这样一个假设,即光体积描记图(PPG)波形可以进行分析,以推断局部静脉血氧饱和度。
成功分离静脉饱和度的基础是识别出特属于外周静脉系统的 PPG 特征。已经确定了两个这样的特征。首先,外周静脉波形往往反映心房收缩。其次,由于静脉系统的低压和高顺应性,通气往往优先移动静脉血。使用食管 PPG 探头从 10 名心脏手术患者中采集红色(660nm)和 IR(940nm)PPG 波形。这些波形使用 Mathematica 编写的算法进行分析。应用了四种时域饱和度算法(ArtSat、VenSat、ArtInstSat、VenInstSat)和四种频域饱和度算法(RespDC、RespAC、Cardiac 和 Harmonic)。
三种计算静脉饱和度的算法(VenSat、VenInstSat 和 RespDC)在用 Wilcoxon 符号秩检验(Bonferroni 校正,p < 0.0071)与 ArtSat(用于测量动脉饱和度的传统时域算法)进行比较时,显示出显著差异。
这项工作引入了新的 PPG 分析算法。三种算法(VenSat、VenInstSat 和 RespDC)成功检测到较低的饱和度血液。下一步是通过将它们与金标准(即静脉血气)进行比较来确认测量的准确性。