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Intensive Care"],"published-print":{"date-parts":[[2021,12]]},"abstract":"<jats:title>Abstract<\/jats:title>\n                  <jats:sec>\n                    <jats:title>Background<\/jats:title>\n                    <jats:p>\n                      High respiratory drive in mechanically ventilated patients with spontaneous breathing effort may cause excessive lung stress and strain and muscle loading. Therefore, it is important to have a reliable estimate of respiratory effort to guarantee lung and diaphragm protective mechanical ventilation. Recently, a novel non-invasive method was found to detect excessive dynamic transpulmonary driving pressure (\u2206\n                      <jats:italic>P<\/jats:italic>\n                      <jats:sub>L<\/jats:sub>\n                      ) and respiratory muscle pressure (\n                      <jats:italic>P<\/jats:italic>\n                      <jats:sub>mus<\/jats:sub>\n                      ) with reasonable accuracy. During the Coronavirus disease 2019 (COVID-19) pandemic, it was impossible to obtain the gold standard for respiratory effort, esophageal manometry, in every patient. Therefore, we investigated whether this novel non-invasive method could also be applied in COVID-19 patients.\n                    <\/jats:p>\n                  <\/jats:sec>\n                  <jats:sec>\n                    <jats:title>Methods<\/jats:title>\n                    <jats:p>\n                      \u2206\n                      <jats:italic>P<\/jats:italic>\n                      <jats:sub>L<\/jats:sub>\n                      and\n                      <jats:italic>P<\/jats:italic>\n                      <jats:sub>mus<\/jats:sub>\n                      were derived from esophageal manometry in COVID-19 patients. In addition, \u2206\n                      <jats:italic>P<\/jats:italic>\n                      <jats:sub>L<\/jats:sub>\n                      and\n                      <jats:italic>P<\/jats:italic>\n                      <jats:sub>mus<\/jats:sub>\n                      were computed from the occlusion pressure (\u2206\n                      <jats:italic>P<\/jats:italic>\n                      <jats:sub>occ<\/jats:sub>\n                      ) obtained during an expiratory occlusion maneuver. Measured and computed \u2206\n                      <jats:italic>P<\/jats:italic>\n                      <jats:sub>L<\/jats:sub>\n                      and\n                      <jats:italic>P<\/jats:italic>\n                      <jats:sub>mus<\/jats:sub>\n                      were compared and discriminative performance for excessive \u2206\n                      <jats:italic>P<\/jats:italic>\n                      <jats:sub>L<\/jats:sub>\n                      and\n                      <jats:italic>P<\/jats:italic>\n                      <jats:sub>mus<\/jats:sub>\n                      was assessed. The relation between occlusion pressure and respiratory effort was also assessed.\n                    <\/jats:p>\n                  <\/jats:sec>\n                  <jats:sec>\n                    <jats:title>Results<\/jats:title>\n                    <jats:p>\n                      Thirteen patients were included. Patients had a low dynamic lung compliance [24 (20\u201331) mL\/cmH\n                      <jats:sub>2<\/jats:sub>\n                      O], high \u2206\n                      <jats:italic>P<\/jats:italic>\n                      <jats:sub>L<\/jats:sub>\n                      (25\u2009\u00b1\u20096 cmH\n                      <jats:sub>2<\/jats:sub>\n                      O) and high\n                      <jats:italic>P<\/jats:italic>\n                      <jats:sub>mus<\/jats:sub>\n                      (16\u2009\u00b1\u20097 cmH\n                      <jats:sub>2<\/jats:sub>\n                      O). Low agreement was found between measured and computed \u2206\n                      <jats:italic>P<\/jats:italic>\n                      <jats:sub>L<\/jats:sub>\n                      and\n                      <jats:italic>P<\/jats:italic>\n                      <jats:sub>mus<\/jats:sub>\n                      . Excessive \u2206\n                      <jats:italic>P<\/jats:italic>\n                      <jats:sub>L<\/jats:sub>\n                      \u2009&gt;\u200920 cmH\n                      <jats:sub>2<\/jats:sub>\n                      O and\n                      <jats:italic>P<\/jats:italic>\n                      <jats:sub>mus<\/jats:sub>\n                      \u2009&gt;\u200915 cmH\n                      <jats:sub>2<\/jats:sub>\n                      O were accurately detected (area under the receiver operating curve (AUROC) 1.00 [95% confidence interval (CI), 1.00\u20131.00], sensitivity 100% (95% CI, 72\u2013100%) and specificity 100% (95% CI, 16\u2013100%) and AUROC 0.98 (95% CI, 0.90\u20131.00), sensitivity 100% (95% CI, 54\u2013100%) and specificity 86% (95% CI, 42\u2013100%), respectively). Respiratory effort calculated per minute was highly correlated with \u2206\n                      <jats:italic>P<\/jats:italic>\n                      <jats:sub>occ<\/jats:sub>\n                      (for esophageal pressure time product per minute (PTP\n                      <jats:sub>es\/min<\/jats:sub>\n                      )\n                      <jats:italic>r<\/jats:italic>\n                      <jats:sup>2<\/jats:sup>\n                      \u2009=\u20090.73;\n                      <jats:italic>P<\/jats:italic>\n                      \u2009=\u20090.0002 and work of breathing (WOB)\n                      <jats:italic>r<\/jats:italic>\n                      <jats:sup>2<\/jats:sup>\n                      \u2009=\u20090.85;\n                      <jats:italic>P<\/jats:italic>\n                      \u2009&lt;\u20090.0001).\n                    <\/jats:p>\n                  <\/jats:sec>\n                  <jats:sec>\n                    <jats:title>Conclusions<\/jats:title>\n                    <jats:p>\n                      \u2206\n                      <jats:italic>P<\/jats:italic>\n                      <jats:sub>L<\/jats:sub>\n                      and\n                      <jats:italic>P<\/jats:italic>\n                      <jats:sub>mus<\/jats:sub>\n                      can be computed from an expiratory occlusion maneuver and can predict excessive \u2206\n                      <jats:italic>P<\/jats:italic>\n                      <jats:sub>L<\/jats:sub>\n                      and\n                      <jats:italic>P<\/jats:italic>\n                      <jats:sub>mus<\/jats:sub>\n                      in patients with COVID-19 with high accuracy.\n                    <\/jats:p>\n                  <\/jats:sec>","DOI":"10.1186\/s13613-021-00821-9","type":"journal-article","created":{"date-parts":[[2021,2,8]],"date-time":"2021-02-08T17:46:35Z","timestamp":1612806395000},"update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":27,"title":["Non-invasive method to detect high respiratory effort and transpulmonary driving pressures in COVID-19 patients during mechanical ventilation"],"prefix":"10.1016","volume":"11","author":[{"ORCID":"https:\/\/orcid.org\/0000-0001-7375-926X","authenticated-orcid":false,"given":"Lisanne","family":"Roesthuis","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Maarten","family":"van den Berg","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Hans","family":"van der Hoeven","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"78","published-online":{"date-parts":[[2021,2,8]]},"reference":[{"issue":"2","key":"821_CR1","doi-asserted-by":"publisher","first-page":"204","DOI":"10.1164\/rccm.201703-0536OC","volume":"197","author":"EC Goligher","year":"2018","unstructured":"Goligher EC, Dres M, Fan E, Rubenfeld GD, Scales DC, Herridge MS, et al. 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