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The PaO(2)/FiO(2) is independently associated with 28-day mortality in patients with sepsis: a retrospective analysis from MIMIC-IV database
BACKGROUND: To clarify the relationship between the PaO(2)/FiO(2) and 28-day mortality in patients with sepsis. METHODS: This was a retrospective cohort study regarding MIMIC-IV database. Nineteen thousand two hundred thirty-three patients with sepsis were included in the final analysis. PaO(2)/FiO(...
Autores principales: | , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10225083/ https://www.ncbi.nlm.nih.gov/pubmed/37245013 http://dx.doi.org/10.1186/s12890-023-02491-8 |
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author | Bi, Hongying Liu, Xu Chen, Chi Chen, Lu Liu, Xian Zhong, Jianmin Tang, Yan |
author_facet | Bi, Hongying Liu, Xu Chen, Chi Chen, Lu Liu, Xian Zhong, Jianmin Tang, Yan |
author_sort | Bi, Hongying |
collection | PubMed |
description | BACKGROUND: To clarify the relationship between the PaO(2)/FiO(2) and 28-day mortality in patients with sepsis. METHODS: This was a retrospective cohort study regarding MIMIC-IV database. Nineteen thousand two hundred thirty-three patients with sepsis were included in the final analysis. PaO(2)/FiO(2) was exposure variable, 28-day mortality was outcome variable. PaO(2)/FiO(2) was log-transformed as LnPaO(2)/FiO(2). Binary logistic regression was used to explore the independent effects of LnPaO(2)/FiO(2) on 28-day mortality using non-adjusted and multivariate-adjusted models. A generalized additive model (GAM) and smoothed curve fitting was used to investigate the non-linear relationship between LnPaO(2)/FiO(2) and 28-day mortality. A two-piecewise linear model was used to calculate the OR and 95% CI on either side of the inflection point. RESULTS: The relationship between LnPaO(2)/FiO(2) and risk of 28-day death in sepsis patients was U-shape. The inflection point of LnPaO(2)/FiO(2) was 5.30 (95%CI: 5.21—5.39), which indicated the inflection point of PaO(2)/FiO(2) was 200.33 mmHg (95%CI: 183.09 mmHg—219.20 mmHg). On the left of inflection point, LnPaO(2)/FiO(2) was negatively correlated with 28-day mortality (OR: 0.37, 95%CI: 0.32—0.43, p < 0.0001). On the right of inflection point, LnPaO(2)/FiO(2) was positively correlated with 28-day mortality in patients with sepsis (OR: 1.53, 95%CI: 1.31—1.80, p < 0.0001). CONCLUSIONS: In patients with sepsis, either a high or low PaO(2)/FiO(2) was associated with an increased risk of 28-day mortality. In the range of 183.09 mmHg to 219.20 mmHg, PaO(2)/FiO(2) was associated with a lower risk of 28-day death in patients with sepsis. |
format | Online Article Text |
id | pubmed-10225083 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-102250832023-05-29 The PaO(2)/FiO(2) is independently associated with 28-day mortality in patients with sepsis: a retrospective analysis from MIMIC-IV database Bi, Hongying Liu, Xu Chen, Chi Chen, Lu Liu, Xian Zhong, Jianmin Tang, Yan BMC Pulm Med Research BACKGROUND: To clarify the relationship between the PaO(2)/FiO(2) and 28-day mortality in patients with sepsis. METHODS: This was a retrospective cohort study regarding MIMIC-IV database. Nineteen thousand two hundred thirty-three patients with sepsis were included in the final analysis. PaO(2)/FiO(2) was exposure variable, 28-day mortality was outcome variable. PaO(2)/FiO(2) was log-transformed as LnPaO(2)/FiO(2). Binary logistic regression was used to explore the independent effects of LnPaO(2)/FiO(2) on 28-day mortality using non-adjusted and multivariate-adjusted models. A generalized additive model (GAM) and smoothed curve fitting was used to investigate the non-linear relationship between LnPaO(2)/FiO(2) and 28-day mortality. A two-piecewise linear model was used to calculate the OR and 95% CI on either side of the inflection point. RESULTS: The relationship between LnPaO(2)/FiO(2) and risk of 28-day death in sepsis patients was U-shape. The inflection point of LnPaO(2)/FiO(2) was 5.30 (95%CI: 5.21—5.39), which indicated the inflection point of PaO(2)/FiO(2) was 200.33 mmHg (95%CI: 183.09 mmHg—219.20 mmHg). On the left of inflection point, LnPaO(2)/FiO(2) was negatively correlated with 28-day mortality (OR: 0.37, 95%CI: 0.32—0.43, p < 0.0001). On the right of inflection point, LnPaO(2)/FiO(2) was positively correlated with 28-day mortality in patients with sepsis (OR: 1.53, 95%CI: 1.31—1.80, p < 0.0001). CONCLUSIONS: In patients with sepsis, either a high or low PaO(2)/FiO(2) was associated with an increased risk of 28-day mortality. In the range of 183.09 mmHg to 219.20 mmHg, PaO(2)/FiO(2) was associated with a lower risk of 28-day death in patients with sepsis. BioMed Central 2023-05-27 /pmc/articles/PMC10225083/ /pubmed/37245013 http://dx.doi.org/10.1186/s12890-023-02491-8 Text en © The Author(s) 2023 https://creativecommons.org/licenses/by/4.0/Open Access This 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/) . The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/ (https://creativecommons.org/publicdomain/zero/1.0/) ) applies to the data made available in this article, unless otherwise stated in a credit line to the data. |
spellingShingle | Research Bi, Hongying Liu, Xu Chen, Chi Chen, Lu Liu, Xian Zhong, Jianmin Tang, Yan The PaO(2)/FiO(2) is independently associated with 28-day mortality in patients with sepsis: a retrospective analysis from MIMIC-IV database |
title | The PaO(2)/FiO(2) is independently associated with 28-day mortality in patients with sepsis: a retrospective analysis from MIMIC-IV database |
title_full | The PaO(2)/FiO(2) is independently associated with 28-day mortality in patients with sepsis: a retrospective analysis from MIMIC-IV database |
title_fullStr | The PaO(2)/FiO(2) is independently associated with 28-day mortality in patients with sepsis: a retrospective analysis from MIMIC-IV database |
title_full_unstemmed | The PaO(2)/FiO(2) is independently associated with 28-day mortality in patients with sepsis: a retrospective analysis from MIMIC-IV database |
title_short | The PaO(2)/FiO(2) is independently associated with 28-day mortality in patients with sepsis: a retrospective analysis from MIMIC-IV database |
title_sort | pao(2)/fio(2) is independently associated with 28-day mortality in patients with sepsis: a retrospective analysis from mimic-iv database |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10225083/ https://www.ncbi.nlm.nih.gov/pubmed/37245013 http://dx.doi.org/10.1186/s12890-023-02491-8 |
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