Department of Electrical & Electronic Engineering, The University of Melbourne, Parkville, VIC 3010, Australia.
Ann Biomed Eng. 2013 Oct;41(10):2229-36. doi: 10.1007/s10439-013-0827-1. Epub 2013 May 22.
Sleep disordered breathing does show different types of events. These are obstructive apnea events, central apnea events and mixed sleep apnea (MSA) which have a central component with a pause in airflow without respiratory effort followed by an obstructive component with respiratory effort. The esophageal pressure (Pes) is the accurate method to assess respiratory effort. The aim of the present study is to investigate whether the features extracted from photo-plethysmogram (PPG) could relate with the changes in Pes during MSA. Therefore, Pes and PPG signals during 65 pre-scored MSA events and 10 s preceding the events were collected from 8 patients. Pulse intervals (PPI), Pulse wave amplitudes (PWA) and wavelet decomposition (Wv) of PPG signals at level 8 (0.15-0.32 Hz) were derived from PPG signals. Results show that significant correlations (r = 0.63, p < 0.01; r = 0.42, p < 0.05; r = 0.8, p < 0.01 for OSA part) were found between reductions in Pes and that in PPG based surrogate respiratory signals PPI, PWA and Wv. Results suggest that PPG based relative respiratory effort signal can be considered as an alternative to Pes as a means of measuring changes in inspiratory effort when scoring OSA and CSA parts of MSA events.
睡眠呼吸障碍确实表现出不同类型的事件。这些事件包括阻塞性呼吸暂停事件、中枢性呼吸暂停事件和混合性睡眠呼吸暂停(MSA),其中中枢性成分表现为气流暂停而无呼吸努力,随后是阻塞性成分伴有呼吸努力。食管压力(Pes)是评估呼吸努力的准确方法。本研究旨在探讨从光体积描记图(PPG)中提取的特征是否与 MSA 期间 Pes 的变化相关。因此,从 8 名患者中收集了 65 次预先评分的 MSA 事件期间和事件前 10 秒的 Pes 和 PPG 信号。从 PPG 信号中得出了 PPG 信号的脉搏间隔(PPI)、脉搏波幅度(PWA)和小波分解(Wv)在 8 级(0.15-0.32 Hz)的水平。结果表明,在 Pes 减少与基于 PPG 的替代呼吸信号 PPI、PWA 和 Wv 减少之间发现了显著相关性(OSA 部分 r=0.63,p<0.01;r=0.42,p<0.05;r=0.8,p<0.01)。结果表明,基于 PPG 的相对呼吸努力信号可以被认为是 Pes 的替代方法,可用于测量 MSA 事件的 OSA 和 CSA 部分的吸气努力变化。