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Clinical impact of manual scoring of peripheral arterial tonometry in patients with sleep apnea
PURPOSE: The objective was to analyze the clinical implications of manual scoring of sleep studies using peripheral arterial tonometry (PAT) and to compare the manual and automated scoring algorithms. METHODS: Patients with suspected sleep-disordered breathing underwent sleep studies using PAT. The...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Springer International Publishing
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9992081/ https://www.ncbi.nlm.nih.gov/pubmed/35366204 http://dx.doi.org/10.1007/s11325-021-02531-9 |
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author | Tschopp, Samuel Borner, Urs Wimmer, Wilhelm Caversaccio, Marco Tschopp, Kurt |
author_facet | Tschopp, Samuel Borner, Urs Wimmer, Wilhelm Caversaccio, Marco Tschopp, Kurt |
author_sort | Tschopp, Samuel |
collection | PubMed |
description | PURPOSE: The objective was to analyze the clinical implications of manual scoring of sleep studies using peripheral arterial tonometry (PAT) and to compare the manual and automated scoring algorithms. METHODS: Patients with suspected sleep-disordered breathing underwent sleep studies using PAT. The recordings were analyzed using a validated automated computer-based scoring and a novel manual scoring algorithm. The two methods were compared regarding sleep stages and respiratory events. RESULTS: Recordings of 130 patients were compared. The sleep stages and time were not significantly different between the scoring methods. PAT-derived apnea-hypopnea index (pAHI) was on average 8.4 events/h lower in the manually scored data (27.5±17.4/h vs.19.1±15.2/h, p<0.001). The OSA severity classification decreased in 66 (51%) of 130 recordings. A similar effect was found for the PAT-derived respiratory disturbance index with a reduction from 31.2±16.5/h to 21.7±14.4/h (p<0.001), for automated and manual scoring, respectively. A lower pAHI for manual scoring was found in all body positions and sleep stages and was independent of gender and body mass index. The absolute difference of pAHI increased with sleep apnea severity, while the relative difference decreased. Pearson’s correlation coefficient between pAHI and oxygen desaturation index (ODI) significantly improved from 0.89 to 0.94 with manual scoring (p<0.001). CONCLUSIONS: Manual scoring results in a lower pAHI while improving the correlation to ODI. With manual scoring, the OSA category decreases in a clinically relevant proportion of patients. Sleep stages and time do not change significantly with manual scoring. In the authors’ opinion, manual oversight is recommended if clinical decisions are likely to change. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1007/s11325-021-02531-9. |
format | Online Article Text |
id | pubmed-9992081 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Springer International Publishing |
record_format | MEDLINE/PubMed |
spelling | pubmed-99920812023-03-09 Clinical impact of manual scoring of peripheral arterial tonometry in patients with sleep apnea Tschopp, Samuel Borner, Urs Wimmer, Wilhelm Caversaccio, Marco Tschopp, Kurt Sleep Breath Sleep Breathing Physiology and Disorders • Original Article PURPOSE: The objective was to analyze the clinical implications of manual scoring of sleep studies using peripheral arterial tonometry (PAT) and to compare the manual and automated scoring algorithms. METHODS: Patients with suspected sleep-disordered breathing underwent sleep studies using PAT. The recordings were analyzed using a validated automated computer-based scoring and a novel manual scoring algorithm. The two methods were compared regarding sleep stages and respiratory events. RESULTS: Recordings of 130 patients were compared. The sleep stages and time were not significantly different between the scoring methods. PAT-derived apnea-hypopnea index (pAHI) was on average 8.4 events/h lower in the manually scored data (27.5±17.4/h vs.19.1±15.2/h, p<0.001). The OSA severity classification decreased in 66 (51%) of 130 recordings. A similar effect was found for the PAT-derived respiratory disturbance index with a reduction from 31.2±16.5/h to 21.7±14.4/h (p<0.001), for automated and manual scoring, respectively. A lower pAHI for manual scoring was found in all body positions and sleep stages and was independent of gender and body mass index. The absolute difference of pAHI increased with sleep apnea severity, while the relative difference decreased. Pearson’s correlation coefficient between pAHI and oxygen desaturation index (ODI) significantly improved from 0.89 to 0.94 with manual scoring (p<0.001). CONCLUSIONS: Manual scoring results in a lower pAHI while improving the correlation to ODI. With manual scoring, the OSA category decreases in a clinically relevant proportion of patients. Sleep stages and time do not change significantly with manual scoring. In the authors’ opinion, manual oversight is recommended if clinical decisions are likely to change. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1007/s11325-021-02531-9. Springer International Publishing 2022-04-02 2023 /pmc/articles/PMC9992081/ /pubmed/35366204 http://dx.doi.org/10.1007/s11325-021-02531-9 Text en © The Author(s) 2022 https://creativecommons.org/licenses/by/4.0/Open AccessThis article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . |
spellingShingle | Sleep Breathing Physiology and Disorders • Original Article Tschopp, Samuel Borner, Urs Wimmer, Wilhelm Caversaccio, Marco Tschopp, Kurt Clinical impact of manual scoring of peripheral arterial tonometry in patients with sleep apnea |
title | Clinical impact of manual scoring of peripheral arterial tonometry in patients with sleep apnea |
title_full | Clinical impact of manual scoring of peripheral arterial tonometry in patients with sleep apnea |
title_fullStr | Clinical impact of manual scoring of peripheral arterial tonometry in patients with sleep apnea |
title_full_unstemmed | Clinical impact of manual scoring of peripheral arterial tonometry in patients with sleep apnea |
title_short | Clinical impact of manual scoring of peripheral arterial tonometry in patients with sleep apnea |
title_sort | clinical impact of manual scoring of peripheral arterial tonometry in patients with sleep apnea |
topic | Sleep Breathing Physiology and Disorders • Original Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9992081/ https://www.ncbi.nlm.nih.gov/pubmed/35366204 http://dx.doi.org/10.1007/s11325-021-02531-9 |
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