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Association Between ICU admission (Neutrophil + Monocyte)/Lymphocyte Ratio And 30-Day Mortality in Patients with Sepsis: A Retrospective Study from MIMIC-IV
BACKGROUND: Sepsis is an important public health issue, and it is urgent to develop valuable indicators to predict the prognosis of sepsis. Our study aims to assess the predictive value of ICU admission (Neutrophil + Monocyte)/lymphocyte ratio (NMLR) on the 30-day mortality of sepsis patients. METHO...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
American Journal Experts
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10350207/ https://www.ncbi.nlm.nih.gov/pubmed/37461698 http://dx.doi.org/10.21203/rs.3.rs-3079247/v1 |
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author | Guo, Manliang He, Wanmei Mao, Xueyan Luo, Yuling Zeng, Mian |
author_facet | Guo, Manliang He, Wanmei Mao, Xueyan Luo, Yuling Zeng, Mian |
author_sort | Guo, Manliang |
collection | PubMed |
description | BACKGROUND: Sepsis is an important public health issue, and it is urgent to develop valuable indicators to predict the prognosis of sepsis. Our study aims to assess the predictive value of ICU admission (Neutrophil + Monocyte)/lymphocyte ratio (NMLR) on the 30-day mortality of sepsis patients. METHODS: A retrospective analysis was conducted in septic patients, and the data were collected from Medical Information Mart for Intensive Care IV (MIMIC-IV). Univariate and multivariate Cox regression analyses were conducted to investigate the relation between ICU admission NMLR and 30-day mortality. Restricted cubic spline (RCS) was performed to determine the optimum cut-off value of ICU admission NMLR. Survival outcomes of the two groups with different ICU admission NMLR levels were estimated using the Kaplan-Meier method and compared by the log-rank test. RESULTS: Finally, 7292 patients were recruited in the study, of which 1601 died within 30 days of discharge. The non-survival group had higher ICU admission NMLR values than patients in the survival group (12.24 [6.44–23.67] vs. 8.71 [4.81–16.26], P < 0.001). Univariate and multivariate Cox regression analysis demonstrated that ICU admission NMLR was an independent prognostic predictor on 30-day mortality (Univariate: P < 0.001; multivariate: P=0.011). The RCS model demonstrated the upturn and non-linear relationship between ICU admission NMLR and 30-day mortality (Nonlinearity: P=0.0124). According to the KM curve analysis,30-day survival was worse in the higher ICU admission NMLR group than that in the lower ICU admission NMLR group (Log rank test, P<0.0001). CONCLUSION: The elevated ICU admission NMLR level is an independent risk factor for high 30-day mortality in patients with sepsis. |
format | Online Article Text |
id | pubmed-10350207 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | American Journal Experts |
record_format | MEDLINE/PubMed |
spelling | pubmed-103502072023-07-17 Association Between ICU admission (Neutrophil + Monocyte)/Lymphocyte Ratio And 30-Day Mortality in Patients with Sepsis: A Retrospective Study from MIMIC-IV Guo, Manliang He, Wanmei Mao, Xueyan Luo, Yuling Zeng, Mian Res Sq Article BACKGROUND: Sepsis is an important public health issue, and it is urgent to develop valuable indicators to predict the prognosis of sepsis. Our study aims to assess the predictive value of ICU admission (Neutrophil + Monocyte)/lymphocyte ratio (NMLR) on the 30-day mortality of sepsis patients. METHODS: A retrospective analysis was conducted in septic patients, and the data were collected from Medical Information Mart for Intensive Care IV (MIMIC-IV). Univariate and multivariate Cox regression analyses were conducted to investigate the relation between ICU admission NMLR and 30-day mortality. Restricted cubic spline (RCS) was performed to determine the optimum cut-off value of ICU admission NMLR. Survival outcomes of the two groups with different ICU admission NMLR levels were estimated using the Kaplan-Meier method and compared by the log-rank test. RESULTS: Finally, 7292 patients were recruited in the study, of which 1601 died within 30 days of discharge. The non-survival group had higher ICU admission NMLR values than patients in the survival group (12.24 [6.44–23.67] vs. 8.71 [4.81–16.26], P < 0.001). Univariate and multivariate Cox regression analysis demonstrated that ICU admission NMLR was an independent prognostic predictor on 30-day mortality (Univariate: P < 0.001; multivariate: P=0.011). The RCS model demonstrated the upturn and non-linear relationship between ICU admission NMLR and 30-day mortality (Nonlinearity: P=0.0124). According to the KM curve analysis,30-day survival was worse in the higher ICU admission NMLR group than that in the lower ICU admission NMLR group (Log rank test, P<0.0001). CONCLUSION: The elevated ICU admission NMLR level is an independent risk factor for high 30-day mortality in patients with sepsis. American Journal Experts 2023-06-30 /pmc/articles/PMC10350207/ /pubmed/37461698 http://dx.doi.org/10.21203/rs.3.rs-3079247/v1 Text en https://creativecommons.org/licenses/by/4.0/This work is licensed under a Creative Commons Attribution 4.0 International License (https://creativecommons.org/licenses/by/4.0/) , which allows reusers to distribute, remix, adapt, and build upon the material in any medium or format, so long as attribution is given to the creator. The license allows for commercial use. |
spellingShingle | Article Guo, Manliang He, Wanmei Mao, Xueyan Luo, Yuling Zeng, Mian Association Between ICU admission (Neutrophil + Monocyte)/Lymphocyte Ratio And 30-Day Mortality in Patients with Sepsis: A Retrospective Study from MIMIC-IV |
title | Association Between ICU admission (Neutrophil + Monocyte)/Lymphocyte Ratio And 30-Day Mortality in Patients with Sepsis: A Retrospective Study from MIMIC-IV |
title_full | Association Between ICU admission (Neutrophil + Monocyte)/Lymphocyte Ratio And 30-Day Mortality in Patients with Sepsis: A Retrospective Study from MIMIC-IV |
title_fullStr | Association Between ICU admission (Neutrophil + Monocyte)/Lymphocyte Ratio And 30-Day Mortality in Patients with Sepsis: A Retrospective Study from MIMIC-IV |
title_full_unstemmed | Association Between ICU admission (Neutrophil + Monocyte)/Lymphocyte Ratio And 30-Day Mortality in Patients with Sepsis: A Retrospective Study from MIMIC-IV |
title_short | Association Between ICU admission (Neutrophil + Monocyte)/Lymphocyte Ratio And 30-Day Mortality in Patients with Sepsis: A Retrospective Study from MIMIC-IV |
title_sort | association between icu admission (neutrophil + monocyte)/lymphocyte ratio and 30-day mortality in patients with sepsis: a retrospective study from mimic-iv |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10350207/ https://www.ncbi.nlm.nih.gov/pubmed/37461698 http://dx.doi.org/10.21203/rs.3.rs-3079247/v1 |
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