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Developing a new sepsis screening tool based on lymphocyte count, international normalized ratio and procalcitonin (LIP score)
Exploring an effective sepsis screening tool that can be widely implemented is important for improving the prognosis of sepsis worldwide. This study aimed to develop a new simple screening tool for sepsis (LIP scoring system) that includes the peripheral blood lymphocyte count, international normali...
Autores principales: | , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9678875/ https://www.ncbi.nlm.nih.gov/pubmed/36411279 http://dx.doi.org/10.1038/s41598-022-16744-9 |
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author | Liu, Bin Du, Huimin Zhang, Jing Jiang, Jie Zhang, Xin He, Faming Niu, Bailin |
author_facet | Liu, Bin Du, Huimin Zhang, Jing Jiang, Jie Zhang, Xin He, Faming Niu, Bailin |
author_sort | Liu, Bin |
collection | PubMed |
description | Exploring an effective sepsis screening tool that can be widely implemented is important for improving the prognosis of sepsis worldwide. This study aimed to develop a new simple screening tool for sepsis (LIP scoring system) that includes the peripheral blood lymphocyte count, international normalized ratio, and procalcitonin level. In a single-center, prospective, observational study, 444 acute sepsis inpatients and 444 nonsepsis inpatients were ultimately included based on the Sepsis-3 and exclusion criteria. The differences in the Lym, INR, PCT level and other clinical biomarkers were compared between the two groups. Univariable and multivariable logistic regression analyses and receiver operating characteristic analysis were used to establish a LIP screening tool for sepsis with a combination of biomarkers. The Kappa and McNemar tests were used to evaluate the differences between the LIP screening results (LIP score ≥ 3) and Sepsis-3 criteria (SOFA score ≥ 2). Logistic regression analysis showed that the lymphocyte count, INR, PCT level, platelets, neutrophil/lymphocyte ratio (NLR) and prothrombin time (PT) were independent risk factors for the development of sepsis. The ROC analysis showed that the lymphocyte count, INR, and PCT level had high area under the ROC curve values (AUROC (95% CI): Lym 0.84 (0.810–0.860), INR 0.921 (0.902–0.938), PCT level 0.928 (0.909–0.944)). The LIP tool had satisfactory screening efficacy for sepsis (sensitivity, 92.8%; specificity, 94.1%), and a LIP score equal to or greater than 3 points had good agreement with Sepsis-3 criteria in the diagnosis of sepsis (Kappa = 0862 in the Kappa test and P = 0.512 in the McNemar test). The LIP tool has satisfactory sensitivity and specificity for sepsis screening, and it can be used for rapid screening of patients with sepsis in outpatient and emergency departments or in economically underdeveloped areas with limited resources. |
format | Online Article Text |
id | pubmed-9678875 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-96788752022-11-23 Developing a new sepsis screening tool based on lymphocyte count, international normalized ratio and procalcitonin (LIP score) Liu, Bin Du, Huimin Zhang, Jing Jiang, Jie Zhang, Xin He, Faming Niu, Bailin Sci Rep Article Exploring an effective sepsis screening tool that can be widely implemented is important for improving the prognosis of sepsis worldwide. This study aimed to develop a new simple screening tool for sepsis (LIP scoring system) that includes the peripheral blood lymphocyte count, international normalized ratio, and procalcitonin level. In a single-center, prospective, observational study, 444 acute sepsis inpatients and 444 nonsepsis inpatients were ultimately included based on the Sepsis-3 and exclusion criteria. The differences in the Lym, INR, PCT level and other clinical biomarkers were compared between the two groups. Univariable and multivariable logistic regression analyses and receiver operating characteristic analysis were used to establish a LIP screening tool for sepsis with a combination of biomarkers. The Kappa and McNemar tests were used to evaluate the differences between the LIP screening results (LIP score ≥ 3) and Sepsis-3 criteria (SOFA score ≥ 2). Logistic regression analysis showed that the lymphocyte count, INR, PCT level, platelets, neutrophil/lymphocyte ratio (NLR) and prothrombin time (PT) were independent risk factors for the development of sepsis. The ROC analysis showed that the lymphocyte count, INR, and PCT level had high area under the ROC curve values (AUROC (95% CI): Lym 0.84 (0.810–0.860), INR 0.921 (0.902–0.938), PCT level 0.928 (0.909–0.944)). The LIP tool had satisfactory screening efficacy for sepsis (sensitivity, 92.8%; specificity, 94.1%), and a LIP score equal to or greater than 3 points had good agreement with Sepsis-3 criteria in the diagnosis of sepsis (Kappa = 0862 in the Kappa test and P = 0.512 in the McNemar test). The LIP tool has satisfactory sensitivity and specificity for sepsis screening, and it can be used for rapid screening of patients with sepsis in outpatient and emergency departments or in economically underdeveloped areas with limited resources. Nature Publishing Group UK 2022-11-21 /pmc/articles/PMC9678875/ /pubmed/36411279 http://dx.doi.org/10.1038/s41598-022-16744-9 Text en © The Author(s) 2022 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/) . |
spellingShingle | Article Liu, Bin Du, Huimin Zhang, Jing Jiang, Jie Zhang, Xin He, Faming Niu, Bailin Developing a new sepsis screening tool based on lymphocyte count, international normalized ratio and procalcitonin (LIP score) |
title | Developing a new sepsis screening tool based on lymphocyte count, international normalized ratio and procalcitonin (LIP score) |
title_full | Developing a new sepsis screening tool based on lymphocyte count, international normalized ratio and procalcitonin (LIP score) |
title_fullStr | Developing a new sepsis screening tool based on lymphocyte count, international normalized ratio and procalcitonin (LIP score) |
title_full_unstemmed | Developing a new sepsis screening tool based on lymphocyte count, international normalized ratio and procalcitonin (LIP score) |
title_short | Developing a new sepsis screening tool based on lymphocyte count, international normalized ratio and procalcitonin (LIP score) |
title_sort | developing a new sepsis screening tool based on lymphocyte count, international normalized ratio and procalcitonin (lip score) |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9678875/ https://www.ncbi.nlm.nih.gov/pubmed/36411279 http://dx.doi.org/10.1038/s41598-022-16744-9 |
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