| Literature DB >> 36003191 |
Rui Zhao1, Jianbo Xue1, Xueli Zhang1, Maohuan Peng1, Jing Li1, Bing Zhou1, Long Zhao1, Thomas Penzel2, Meir Kryger3, Xiao Song Dong1, Zhancheng Gao1, Fang Han1.
Abstract
Objective: A novel ring-worn oximeter (Circul) uses reflective photoplethysmography and automated signal processing to calculate oxygen desaturations. We evaluated the ability of Circul to detect obstructive sleep apnea in Chinese adults.Entities:
Keywords: obstructive sleep apnea; polysomnography; pulse oximetry; reflective photoplethysmography
Year: 2022 PMID: 36003191 PMCID: PMC9394522 DOI: 10.2147/NSS.S367400
Source DB: PubMed Journal: Nat Sci Sleep ISSN: 1179-1608
Figure 1Circul and its working principle. (A) Circul and the accessory charger. (B) An example of Circul ring which uses the reflective SpO2 measuring method with embedded red and infra-red (IR) PPG. (C) Schematic diagram of the oxygen desaturation events detection and ODI calculation algorithm in the Circul.
Figure 2An example of a comparison of the nocturnal oxygen saturation signal of Circul, Pulsox 300i, and the polysomnographic (PSG) sum signal, demonstrating a series of hypoxia events in a subject with severe OSA. The amplitude of all signals has been normalized.
Comparison of Parameters Observed in PSG and Simultaneous in-Lab Circul Oximetry (n=207)
| PSG | Circul | P-value | ICC | |
|---|---|---|---|---|
| ODI (events/h) | 25.3±24.5 | 22.2±24.5 | <0.0001 | 0.884 |
| MSpO2* | 95.0% (93.0–96.0%) | 95.3% (93.9–96.6%) | <0.0001 | 0.647 |
| CT90 (min) * | 5.0 (0.50–33.47) | 6.76 (0.77–30.41) | 0.133 | 0.844 |
| CT90/TST* | 1.37% (0.11–9.19%) | 1.75% (0.19–8.01%) | 0.094 | 0.854 |
Notes: *MSpO2, CT90, CT90/TST data are presented as median and interquartile range (IQR).
Abbreviations: ICC, intraclass correlation coefficient; ODI, 3% oxygen desaturation index; MSpO2, mean oxygen saturation; CT90, cumulative time at SpO2<90%; CT90/TST, cumulative percentage of sleep time spent with SpO2<90%.
Figure 3Comparison of automatically calculated ODI on Circul and manual-edited PSG-AHI. (A) Scatter plot of AHI on PSG compared to Ring-ODI. (B) Bland-Altman plot of AHI on PSG compared to in-laboratory Ring-ODI. (C) Scatter plot of ODI on PSG compared to Ring-ODI. (D) Bland-Altman plot of ODI on PSG compared to in-laboratory Ring-ODI.
Diagnostic Comparison of the ODI Derived from Circul with PSG-AHI
| AHI | Proportion | Se | Sp | PPV | NPV | LR+ | LR- | Accuracy | Kappa |
|---|---|---|---|---|---|---|---|---|---|
| Events/h | |||||||||
| Circul vs PSG | |||||||||
| ≥ 5 | 0.83 | 0.87 | 0.83 | 0.96 | 0.57 | 5.09 | 0.15 | 0.86 | 0.574 (0.438–0.710) |
| ≥ 15 | 0.64 | 0.66 | 0.96 | 0.97 | 0.62 | 16.48 | 0.36 | 0.76 | 0.544 (0.442–0.647) |
| ≥ 30 | 0.35 | 0.74 | 1 | 1 | 0.88 | +∞ | 0.26 | 0.91 | 0.784 (0.694–0.875) |
Abbreviations: ODI, 3% oxygen desaturation index; AHI, apnea-hypopnea index; Se, sensitivity; Sp, specificity; PPV, positive predictive value; NPV, negative predictive value; LR+, positive likelihood ratio; LR-, negative likelihood ratio; Kappa, Cohen’s kappa coefficient.
Figure 4ROC curve for the Circul calculated ODI versus the PSG AHI. The three curves refer to a diagnostic threshold of the expert annotated of AHI ≥5; AHI≥15 and AHI≥30 events/h.
Figure 5The error matrix of OSA severity classes obtained from referenced PSG and Circul using the canonical threshold (AHI<5; AHI ≥5; AHI≥15 and AHI≥30 events/h).
The Performance of Reported PPG Based Oximetry for Sleep Apnea Testing in Detecting Suspected OSA
| Study | Portable Monitoring | PPG Technology | N | AHI Threshold | Sensitivity (%) | Specificity (%) | PPV (%) | NPV (%) |
|---|---|---|---|---|---|---|---|---|
| Gu et al, 2020 | Belun Ring | rPPG | 50 | AHI≥5 | 95 | 29 | 89.1 | 50 |
| AHI≥15 | 85 | 87 | 88.5 | 65.5 | ||||
| Massie F et al, 2018 | NightOwl | rPPG | 101 | AHI>≥5 | 92 | 100 | 56 | 100 |
| AHI≥15 | 94 | 87 | 89 | 92 | ||||
| Papini G B et al, 2020 | Wrist-worn oximetry | rPPG | 502 | AHI≥5 | 72 | 71 | 84 | NR |
| AHI≥15 | 59 | 90 | 75 | NR | ||||
| Ayas N et al, 2003 | Watch-PAT | tPPG | 30 | AHI≥15 | 93.3 | 73.3 | NR | NR |
| Romem A et al, 2014 | Morpheus Ox | tPPG | 65 | AHI≥5 | 80 | 86 | 93 | 68 |
| AHI≥15 | 70 | 91 | 80 | 85 | ||||
| Our data | Circul | rPPG | 207 | AHI≥5 | 87 | 83 | 96 | 57 |
| AHI≥15 | 66 | 96 | 97 | 62 |
Abbreviations: PPG, photoplethysmography; rPPG, reflective photoplethysmography; tPPG, transmissive photoplethysmography; PPV, positive predictive value; NPV, negative predictive value; AHI, apnea-hypopnea index; NR, not reported.