Literature DB >> 33398041

Digital oximetry biomarkers for assessing respiratory function: standards of measurement, physiological interpretation, and clinical use.

Jeremy Levy1,2, Daniel Álvarez3,4,5, Aviv A Rosenberg6, Alexandra Alexandrovich1, Félix Del Campo3,4,5, Joachim A Behar7.   

Abstract

Pulse oximetry is routinely used to non-invasively monitor oxygen saturation levels. A low oxygen level in the blood means low oxygen in the tissues, which can ultimately lead to organ failure. Yet, contrary to heart rate variability measures, a field which has seen the development of stable standards and advanced toolboxes and software, no such standards and open tools exist for continuous oxygen saturation time series variability analysis. The primary objective of this research was to identify, implement and validate key digital oximetry biomarkers (OBMs) for the purpose of creating a standard and associated reference toolbox for continuous oximetry time series analysis. We review the sleep medicine literature to identify clinically relevant OBMs. We implement these biomarkers and demonstrate their clinical value within the context of obstructive sleep apnea (OSA) diagnosis on a total of n = 3806 individual polysomnography recordings totaling 26,686 h of continuous data. A total of 44 digital oximetry biomarkers were implemented. Reference ranges for each biomarker are provided for individuals with mild, moderate, and severe OSA and for non-OSA recordings. Linear regression analysis between biomarkers and the apnea hypopnea index (AHI) showed a high correlation, which reached [Formula: see text]. The resulting python OBM toolbox, denoted "pobm", was contributed to the open software PhysioZoo ( physiozoo.org ). Studying the variability of the continuous oxygen saturation time series using pbom may provide information on the underlying physiological control systems and enhance our understanding of the manifestations and etiology of diseases, with emphasis on respiratory diseases.

Entities:  

Year:  2021        PMID: 33398041     DOI: 10.1038/s41746-020-00373-5

Source DB:  PubMed          Journal:  NPJ Digit Med        ISSN: 2398-6352


  37 in total

1.  PhysioBank, PhysioToolkit, and PhysioNet: components of a new research resource for complex physiologic signals.

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Journal:  Circulation       Date:  2000-06-13       Impact factor: 29.690

Review 2.  A review of approaches for analysing obstructive sleep apnoea-related patterns in pulse oximetry data.

Authors:  Philip I Terrill
Journal:  Respirology       Date:  2019-06-27       Impact factor: 6.424

Review 3.  Intermittent hypoxemia and OSA: implications for comorbidities.

Authors:  Naresh A Dewan; F Javier Nieto; Virend K Somers
Journal:  Chest       Date:  2015-01       Impact factor: 9.410

Review 4.  Obstructive Sleep Apnea, oxidative stress, inflammation and endothelial dysfunction-An overview of predictive laboratory biomarkers.

Authors:  G Orrù; M Storari; A Scano; V Piras; R Taibi; D Viscuso
Journal:  Eur Rev Med Pharmacol Sci       Date:  2020-06       Impact factor: 3.507

5.  Nocturnal hypoxemic burden is associated with epicardial fat volume in patients with acute myocardial infarction.

Authors:  Dominik Linz; Stefan Colling; Wolfgang Nußstein; Kurt Debl; Mathias Hohl; Claudia Fellner; Michael Böhm; Lars S Maier; Okka W Hamer; Stefan Buchner; Michael Arzt
Journal:  Sleep Breath       Date:  2018-01-11       Impact factor: 2.816

Review 6.  Sleep disorders in chronic obstructive pulmonary disease: etiology, impact, and management.

Authors:  Rohit Budhiraja; Tauseef A Siddiqi; Stuart F Quan
Journal:  J Clin Sleep Med       Date:  2015-03-15       Impact factor: 4.062

Review 7.  Obstructive sleep apnoea syndrome--an oxidative stress disorder.

Authors:  Lena Lavie
Journal:  Sleep Med Rev       Date:  2003-02       Impact factor: 11.609

8.  The hypoxic burden of sleep apnoea predicts cardiovascular disease-related mortality: the Osteoporotic Fractures in Men Study and the Sleep Heart Health Study.

Authors:  Ali Azarbarzin; Scott A Sands; Katie L Stone; Luigi Taranto-Montemurro; Ludovico Messineo; Philip I Terrill; Sonia Ancoli-Israel; Kristine Ensrud; Shaun Purcell; David P White; Susan Redline; Andrew Wellman
Journal:  Eur Heart J       Date:  2019-04-07       Impact factor: 29.983

9.  Benchmarking heart rate variability toolboxes.

Authors:  Adriana N Vest; Qiao Li; Chengyu Liu; Shamim Nemati; Amit Shah; Gari D Clifford
Journal:  J Electrocardiol       Date:  2017-08-08       Impact factor: 1.438

10.  A Review of Obstructive Sleep Apnea Detection Approaches.

Authors:  Fabio Mendonca; Sheikh Shanawaz Mostafa; Antonio G Ravelo-Garcia; Fernando Morgado-Dias; Thomas Penzel
Journal:  IEEE J Biomed Health Inform       Date:  2018-04-04       Impact factor: 5.772

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  4 in total

1.  Oximetry Indices in the Management of Sleep Apnea: From Overnight Minimum Saturation to the Novel Hypoxemia Measures.

Authors:  Daniel Álvarez; Gonzalo C Gutiérrez-Tobal; Fernando Vaquerizo-Villar; Fernando Moreno; Félix Del Campo; Roberto Hornero
Journal:  Adv Exp Med Biol       Date:  2022       Impact factor: 3.650

Review 2.  Noninvasive hemoglobin sensing and imaging: optical tools for disease diagnosis.

Authors:  Michaela Taylor-Williams; Graham Spicer; Gemma Bale; Sarah E Bohndiek
Journal:  J Biomed Opt       Date:  2022-08       Impact factor: 3.758

3.  Identification of arterial oxygen intermittency in oximetry data.

Authors:  Paulo P Galuzio; Alhaji Cherif; Xia Tao; Ohnmar Thwin; Hanjie Zhang; Stephan Thijssen; Peter Kotanko
Journal:  Sci Rep       Date:  2022-09-26       Impact factor: 4.996

4.  Covasim: An agent-based model of COVID-19 dynamics and interventions.

Authors:  Cliff C Kerr; Robyn M Stuart; Dina Mistry; Romesh G Abeysuriya; Katherine Rosenfeld; Gregory R Hart; Rafael C Núñez; Jamie A Cohen; Prashanth Selvaraj; Brittany Hagedorn; Lauren George; Michał Jastrzębski; Amanda S Izzo; Greer Fowler; Anna Palmer; Dominic Delport; Nick Scott; Sherrie L Kelly; Caroline S Bennette; Bradley G Wagner; Stewart T Chang; Assaf P Oron; Edward A Wenger; Jasmina Panovska-Griffiths; Michael Famulare; Daniel J Klein
Journal:  PLoS Comput Biol       Date:  2021-07-26       Impact factor: 4.475

  4 in total

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