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A novel method to calculate compliance and airway resistance in ventilated patients
BACKGROUND: The respiratory system’s static compliance (C(rs)) and airway resistance (R(rs)) are measured during an end-inspiratory hold on volume-controlled ventilation (static method). A numerical algorithm is presented to calculate C(rs) and R(rs) during volume-controlled ventilation on a breath-...
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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Springer International Publishing
2022
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Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9800666/ https://www.ncbi.nlm.nih.gov/pubmed/36581716 http://dx.doi.org/10.1186/s40635-022-00483-2 |
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author | Gutierrez, Guillermo |
author_facet | Gutierrez, Guillermo |
author_sort | Gutierrez, Guillermo |
collection | PubMed |
description | BACKGROUND: The respiratory system’s static compliance (C(rs)) and airway resistance (R(rs)) are measured during an end-inspiratory hold on volume-controlled ventilation (static method). A numerical algorithm is presented to calculate C(rs) and R(rs) during volume-controlled ventilation on a breath-by-breath basis not requiring an end-inspiratory hold (dynamic method). METHODS: The dynamic method combines a numerical solution of the equation of motion of the respiratory system with frequency analysis of airway signals. The method was validated experimentally with a one-liter test lung using 300 mL and 400 mL tidal volumes. It also was validated clinically using airway signals sampled at 32.25 Hz stored in a historical database as 131.1-s-long epochs. There were 15 patients in the database having epochs on volume-controlled ventilation with breaths displaying end-inspiratory holds. This allowed for the reliable calculation of paired C(rs) and R(rs) values using both static and dynamic methods. Epoch mean values for C(rs) and R(rs) were assessed by both methods and compared in aggregate form and individually for each patient in the study with Pearson’s R(2) and Bland–Altman analysis. Figures are shown as median[IQR]. RESULTS: Experimental method differences in 880 simulated breaths were 0.3[0.2,0.4] mL·cmH(2)O(−1) for C(rs) and 0[− 0.2,0.2] cmH(2)O·s· L(−1) for R(rs). Clinical testing included 78,371 breaths found in 3174 epochs meeting criteria with 24[21,30] breaths per epoch. For the aggregate data, Pearson’s R(2) were 0.99 and 0.94 for C(rs) and R(rs), respectively. Bias ± 95% limits of agreement (LOA) were 0.2 ± 1.6 mL·cmH(2)O(−1) for C(rs) and − 0.2 ± 1.5 cmH(2)O·s· L(−1) for R(rs). Bias ± LOA median values for individual patients were 0.6[− 0.2, 1.4] ± 0.9[0.8, 1.2] mL·cmH(2)O(−1) for C(rs) and − 0.1[− 0.3, 0.2] ± 0.8[0.5, 1.2] cmH(2)O·s· L(−1) for R(rs). DISCUSSION: Experimental and clinical testing produced equivalent paired measurements of C(rs) and R(rs) by the dynamic and static methods under the conditions tested. CONCLUSIONS: These findings support to the possibility of using the dynamic method in continuously monitoring respiratory system mechanics in patients on ventilatory support with volume-controlled ventilation. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s40635-022-00483-2. |
format | Online Article Text |
id | pubmed-9800666 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Springer International Publishing |
record_format | MEDLINE/PubMed |
spelling | pubmed-98006662022-12-31 A novel method to calculate compliance and airway resistance in ventilated patients Gutierrez, Guillermo Intensive Care Med Exp Research Articles BACKGROUND: The respiratory system’s static compliance (C(rs)) and airway resistance (R(rs)) are measured during an end-inspiratory hold on volume-controlled ventilation (static method). A numerical algorithm is presented to calculate C(rs) and R(rs) during volume-controlled ventilation on a breath-by-breath basis not requiring an end-inspiratory hold (dynamic method). METHODS: The dynamic method combines a numerical solution of the equation of motion of the respiratory system with frequency analysis of airway signals. The method was validated experimentally with a one-liter test lung using 300 mL and 400 mL tidal volumes. It also was validated clinically using airway signals sampled at 32.25 Hz stored in a historical database as 131.1-s-long epochs. There were 15 patients in the database having epochs on volume-controlled ventilation with breaths displaying end-inspiratory holds. This allowed for the reliable calculation of paired C(rs) and R(rs) values using both static and dynamic methods. Epoch mean values for C(rs) and R(rs) were assessed by both methods and compared in aggregate form and individually for each patient in the study with Pearson’s R(2) and Bland–Altman analysis. Figures are shown as median[IQR]. RESULTS: Experimental method differences in 880 simulated breaths were 0.3[0.2,0.4] mL·cmH(2)O(−1) for C(rs) and 0[− 0.2,0.2] cmH(2)O·s· L(−1) for R(rs). Clinical testing included 78,371 breaths found in 3174 epochs meeting criteria with 24[21,30] breaths per epoch. For the aggregate data, Pearson’s R(2) were 0.99 and 0.94 for C(rs) and R(rs), respectively. Bias ± 95% limits of agreement (LOA) were 0.2 ± 1.6 mL·cmH(2)O(−1) for C(rs) and − 0.2 ± 1.5 cmH(2)O·s· L(−1) for R(rs). Bias ± LOA median values for individual patients were 0.6[− 0.2, 1.4] ± 0.9[0.8, 1.2] mL·cmH(2)O(−1) for C(rs) and − 0.1[− 0.3, 0.2] ± 0.8[0.5, 1.2] cmH(2)O·s· L(−1) for R(rs). DISCUSSION: Experimental and clinical testing produced equivalent paired measurements of C(rs) and R(rs) by the dynamic and static methods under the conditions tested. CONCLUSIONS: These findings support to the possibility of using the dynamic method in continuously monitoring respiratory system mechanics in patients on ventilatory support with volume-controlled ventilation. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s40635-022-00483-2. Springer International Publishing 2022-12-30 /pmc/articles/PMC9800666/ /pubmed/36581716 http://dx.doi.org/10.1186/s40635-022-00483-2 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 | Research Articles Gutierrez, Guillermo A novel method to calculate compliance and airway resistance in ventilated patients |
title | A novel method to calculate compliance and airway resistance in ventilated patients |
title_full | A novel method to calculate compliance and airway resistance in ventilated patients |
title_fullStr | A novel method to calculate compliance and airway resistance in ventilated patients |
title_full_unstemmed | A novel method to calculate compliance and airway resistance in ventilated patients |
title_short | A novel method to calculate compliance and airway resistance in ventilated patients |
title_sort | novel method to calculate compliance and airway resistance in ventilated patients |
topic | Research Articles |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9800666/ https://www.ncbi.nlm.nih.gov/pubmed/36581716 http://dx.doi.org/10.1186/s40635-022-00483-2 |
work_keys_str_mv | AT gutierrezguillermo anovelmethodtocalculatecomplianceandairwayresistanceinventilatedpatients AT gutierrezguillermo novelmethodtocalculatecomplianceandairwayresistanceinventilatedpatients |