Commercial smartwatch with pulse oximeter detects short-time hypoxemia as well as standard medical-grade device: Validation study

Jakub Rafl, Thomas E Bachman, Veronika Rafl-Huttova, Simon Walzel, Martin Rozanek, Jakub Rafl, Thomas E Bachman, Veronika Rafl-Huttova, Simon Walzel, Martin Rozanek

Abstract

Objective: We investigated how a commercially available smartwatch that measures peripheral blood oxygen saturation (SpO2) can detect hypoxemia compared to a medical-grade pulse oximeter.

Methods: We recruited 24 healthy participants. Each participant wore a smartwatch (Apple Watch Series 6) on the left wrist and a pulse oximeter sensor (Masimo Radical-7) on the left middle finger. The participants breathed via a breathing circuit with a three-way non-rebreathing valve in three phases. First, in the 2-minute initial stabilization phase, the participants inhaled the ambient air. Then in the 5-minute desaturation phase, the participants breathed the oxygen-reduced gas mixture (12% O2), which temporarily reduced their blood oxygen saturation. In the final stabilization phase, the participants inhaled the ambient air again until SpO2 returned to normal values. Measurements of SpO2 were taken from the smartwatch and the pulse oximeter simultaneously in 30-s intervals.

Results: There were 642 individual pairs of SpO2 measurements. The bias in SpO2 between the smartwatch and the oximeter was 0.0% for all the data points. The bias for SpO2 less than 90% was 1.2%. The differences in individual measurements between the smartwatch and oximeter within 6% SpO2 can be expected for SpO2 readings 90%-100% and up to 8% for SpO2 readings less than 90%.

Conclusions: Apple Watch Series 6 can reliably detect states of reduced blood oxygen saturation with SpO2 below 90% when compared to a medical-grade pulse oximeter. The technology used in this smartwatch is sufficiently advanced for the indicative measurement of SpO2 outside the clinic.

Trial registration: ClinicalTrials.gov NCT04780724.

Keywords: Apple Watch; Wearables; hypoxemia; hypoxic gas mixture; oxygen saturation; pulse oximetry; reflectance mode.

Conflict of interest statement

The authors declared no potential conflicts of interest with respect to the research, authorship, and/or publication of this article.

© The Author(s) 2022.

Figures

Figure 1.
Figure 1.
Differences between simultaneous SpO2 readings of the smartwatch (Apple Watch 6) and oximeter (Masimo Radical-7) across different ranges of oxyhemoglobin saturation. Pooled SpO2 measurements were analyzed for all participants grouped. The solid line is the mean difference of the measurements (bias). Dashed lines are the 95% limits of agreement. The area of markers is proportional to the number of measurements.
Figure 2.
Figure 2.
The time courses of the mean of all smartwatch SpO2 measurements (Apple Watch 6) and the mean of all oximeter SpO2 measurements (Masimo Radical-7) across all 24 participants. Data are mean ± SEM.

References

    1. Ehrler F, Lovis C. Supporting elderly homecare with smartwatches: advantages and drawbacks. Stud Health Technol Inform 2014; 205: 667–671.
    1. Reeder B, David A. Health at hand: a systematic review of smart watch uses for health and wellness. J Biomed Inform 2016; 63: 269–276.
    1. Tana J, Forss M, Hellstén T. The use of wearables in healthcare—challenges and opportunities. Arcada Working Papers. . (2017, accessed 23 July 2021).
    1. Kumari P, Mathew L, Syal P. Increasing trend of wearables and multimodal interface for human activity monitoring: a review. Biosens Bioelectron 2017; 90: 298–307.
    1. Isakadze N, Martin SS. How useful is the smartwatch ECG? Trends Cardiovasc Med 2020; 30: 442–448.
    1. Phaneuf A. Latest trends in medical monitoring devices and wearable health technology, (2021, accessed 3 May 2021).
    1. GlobeNewswire. Global wearable medical devices markets report 2021: Market is expected to reach $24.38 billion in 2025 at a CAGR of 24% - Long-term forecast to 2030. (2021, accessed 23 July 2021).
    1. Lee SM, Lee D. Healthcare wearable devices: an analysis of key factors for continuous use intention. Serv Bus 2020; 14: 503–531.
    1. Ates HC, Yetisen AK, Güder F, et al. Wearable devices for the detection of COVID-19. Nat Electron 2021; 4: 13–14.
    1. Piwek L, Ellis DA, Andrews S, et al. The rise of consumer health wearables: promises and barriers. PLoS Med 2016; 13: e1001953.
    1. Aliverti A. Wearable technology: role in respiratory health and disease. Breathe (Sheff) 2017; 13: e27–e36.
    1. Raja JM, Elsakr C, Roman S, et al. Apple watch, wearables, and heart rhythm: where do we stand? Ann Transl Med 2019; 7: 417.
    1. Hahnen C, Freeman CG, Haldar N, et al. Accuracy of vital signs measurements by a smartwatch and a portable health device: validation study. JMIR Mhealth Uhealth 2020; 8: e16811.
    1. Lu L, Zhang J, Xie Y, et al. Wearable health devices in health care: narrative systematic review. JMIR Mhealth Uhealth 2020; 8: e18907.
    1. Ahanathapillai V, Amor JD, Goodwin Z, et al. Preliminary study on activity monitoring using an android smart-watch. Healthc Technol Lett 2015; 2: 34–39.
    1. King CE, Sarrafzadeh M. A survey of smartwatches in remote health monitoring. J Healthc Inform Res 2018; 2: 1–24.
    1. Perez MV, Mahaffey KW, Hedlin H, et al. Large-scale assessment of a smartwatch to identify atrial fibrillation. N Engl J Med 2019; 381: 1909–1917.
    1. Avram R, Ramsis M, Cristal AD, et al. Validation of an algorithm for continuous monitoring of atrial fibrillation using a consumer smartwatch. Heart Rhythm 2021; 18: 1482–1490.
    1. Asgari Mehrabadi M, Azimi I, Sarhaddi F, et al. Sleep tracking of a commercially available smart ring and smartwatch against medical-grade actigraphy in everyday settings: instrument validation study. JMIR Mhealth Uhealth 2020; 8: e20465.
    1. Kruizinga MD, Moll A, Zhuparris A, et al. Postdischarge recovery after acute pediatric lung disease can be quantified with digital biomarkers. Respiration 2021; 100: 979–988.
    1. Niela-Vilén H, Auxier J, Ekholm E, et al. Pregnant women’s daily patterns of well-being before and during the COVID-19 pandemic in Finland: longitudinal monitoring through smartwatch technology. PLoS One 2021; 16: e0246494.
    1. Waller E, Sutton P, Rahman S, et al. Prehabilitation with wearables versus standard of care before major abdominal cancer surgery: a randomised controlled pilot study (trial registration: NCT04047524). Surg Endosc 2022; 36: 1008–1017.
    1. Mishra T, Wang M, Metwally AA, et al. Pre-symptomatic detection of COVID-19 from smartwatch data. Nat Biomed Eng 2020; 4: 1208–1220.
    1. Quer G, Radin JM, Gadaleta M, et al. Wearable sensor data and self-reported symptoms for COVID-19 detection. Nat Med 2021; 27: 73–77.
    1. Sawh M. SpO2 and pulse ox wearables: why blood oxygen is the big new health metric, (2020, accessed 3 May 2021).
    1. Lauterbach CJ, Romano PA, Greisler LA, et al. Accuracy and reliability of commercial wrist-worn pulse oximeter during normobaric hypoxia exposure under resting conditions. Res Q Exerc Sport 2021; 92: 549–558.
    1. de Barros GM, de Barros GM, dos Anjos MS, et al. Smartwatch, oxygen saturation, and COVID-19: trustworthy? ABCS Health Sci 2021; 46: e021101.
    1. White DP. Sleep apnea. Proc Am Thorac Soc 2006; 3: 124–128.
    1. Uddin MB, Chow CM, Su SW. Classification methods to detect sleep apnea in adults based on respiratory and oximetry signals: a systematic review. Physiol Meas 2018; 39: 03TR01.
    1. Chen Y, Wang W, Guo Y, et al. A single-center validation of the accuracy of a photoplethysmography-based smartwatch for screening obstructive sleep apnea. Nat Sci Sleep 2021; 13: 1533–1544.
    1. World Health Organization. Pulse oximetry training manual, (2011, accessed 16 March 2022).
    1. Nitzan M, Romem A, Koppel R. Pulse oximetry: fundamentals and technology update. Med Devices (Auckl) 2014; 7: 231–239.
    1. Chung S-C, Sun C-C. Signal-enhancement reflective pulse oximeter with Fresnel lens. Opt Commun 2016; 375: 9–14.
    1. Lee H, Ko H, Lee J. Reflectance pulse oximetry: practical issues and limitations. ICT Express 2016; 2: 195–198.
    1. Kiruthiga A, Annamol A, Balamugesh T, et al.. Reflectance pulse oximetry for blood oxygen saturation measurement from diverse locations—a preliminary analysis. In: 2018 IEEE international symposium on medical measurements and applications (MeMeA) proceedings, Rome, Italy, 11–13 June 2018, pp. 666–671: IEEE.
    1. Longmore SK, Lui GY, Naik G, et al. A comparison of reflective photoplethysmography for detection of heart rate, blood oxygen saturation, and respiration rate at various anatomical locations. Sensors (Basel) 2019; 19: 1874.
    1. Santos M, Vollam S, Pimentel MAF, et al. The use of wearable pulse oximeters in the prompt detection of hypoxemia and during movement: diagnostic accuracy study. J Med Internet Res 2022; 24: e28890.
    1. Hermand E, Coll C, Richalet J-P, et al. Accuracy and reliability of pulse O2 saturation measured by a wrist-worn oximeter. Int J Sports Med 2021; 42: 1268–1273.
    1. Guber A, Epstein Shochet G, Kohn S, et al. Wrist-sensor pulse oximeter enables prolonged patient monitoring in chronic lung diseases. J Med Syst 2019; 43: 230.
    1. Kirszenblat R, Edouard P. Validation of the withings scanwatch as a wrist-worn reflective pulse oximeter: prospective interventional clinical study. J Med Internet Res 2021; 23: e27503.
    1. Pipek LZ, Nascimento RFV, Acencio MMP, et al. Comparison of SpO2 and heart rate values on Apple Watch and conventional commercial oximeters devices in patients with lung disease. Sci Rep 2021; 11: 18901.
    1. Spaccarotella C, Polimeni A, Mancuso C, et al. Assessment of non-invasive measurements of oxygen saturation and heart rate with an Apple Smartwatch: comparison with a standard pulse oximeter. J Clin Med 2022; 11: 1467.
    1. U.S. Department of Health and Human Services, Food and Drug Administration. Pulse oximeters - premarket notification submissions [510(k)s]: Guidance for industry and Food and Drug Administration staff, (2013, accessed 16 March 2022).
    1. ISO 80601-2-61:2017. Medical electrical equipment—Part 2-61: Particular requirements for basic safety and essential performance of pulse oximeter equipment.
    1. Bland JM, Altman DG. Agreement between methods of measurement with multiple observations per individual. J Biopharm Stat 2007; 17: 571–582.
    1. Rafl J, Kulhanek F, Kudrna P, et al. Response time of indirectly accessed gas exchange depends on measurement method. Biomed Tech (Berl) 2018; 63: 647–655.
    1. Kolb JC, Farran P, Norris SR, et al. Validation of pulse oximetry during progressive normobaric hypoxia utilizing a portable chamber. Can J Appl Physiol 2004; 29: 3–15.
    1. Batchelder PB, Raley DM. Maximizing the laboratory setting for testing devices and understanding statistical output in pulse oximetry. Anesth Analg 2007; 105: S85–S94.
    1. Louie A, Feiner JR, Bickler PE, et al. Four types of pulse oximeters accurately detect hypoxia during low perfusion and motion. Anesthesiology 2018; 128: 520–530.
    1. Watson JN, Mannheimer PD, Kelley S. Nellcor™ pulse oximetry motion testing. White paper, Medtronic, USA, (2016, accessed 16 March 2022).
    1. Gehring H, Duembgen L, Peterlein M, et al. Hemoximetry as the “gold standard”? Error assessment based on differences among identical blood gas analyzer devices of five manufacturers. Anesth Analg 2007; 105: S24–S30.
    1. Ross PA, Newth CJL, Khemani RG. Accuracy of pulse oximetry in children. Pediatrics 2014; 133: 22–29.
    1. Verkruysse W, Bartula M, Bresch E, et al. Calibration of contactless pulse oximetry. Anesth Analg 2017; 124: 136–145.
    1. Kelly AM, McAlpine R, Kyle E. How accurate are pulse oximeters in patients with acute exacerbations of chronic obstructive airways disease? Respir Med 2001; 95: 336–340.
    1. Kohyama T, Moriyama K, Kanai R, et al. Accuracy of pulse oximeters in detecting hypoxemia in patients with chronic thromboembolic pulmonary hypertension. PLoS One 2015; 10: e0126979.
    1. Bickler PE, Feiner JR, Lipnick MS, et al. Effects of acute, profound hypoxia on healthy humans: implications for safety of tests evaluating pulse oximetry or tissue oximetry performance. Anesth Analg 2017; 124: 146–153.
    1. Charlton PH, Pilt K, Kyriacou PA. Establishing best practices in photoplethysmography signal acquisition and processing. Physiol Meas 2022; 43: 050301.
    1. Buekers J, Theunis J, De Boever P, et al. Wearable finger pulse oximetry for continuous oxygen saturation measurements during daily home routines of patients with chronic obstructive pulmonary disease (COPD) over one week: observational study. JMIR Mhealth Uhealth 2019; 7: e12866.
    1. Nemcova A, Jordanova I, Varecka M, et al. Monitoring of heart rate, blood oxygen saturation, and blood pressure using a smartphone. Biomed Signal Process Control 2020; 59: 101928.
    1. Li X, Dunn J, Salins D, et al. Digital health: tracking physiomes and activity using wearable biosensors reveals useful health-related information. PLoS Biol 2017; 15: e2001402.

Source: PubMed

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