Cargando…

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...

Descripción completa

Detalles Bibliográficos
Autores principales: Liu, Bin, Du, Huimin, Zhang, Jing, Jiang, Jie, Zhang, Xin, He, Faming, Niu, Bailin
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2022
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
_version_ 1784834084949721088
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
work_keys_str_mv AT liubin developinganewsepsisscreeningtoolbasedonlymphocytecountinternationalnormalizedratioandprocalcitoninlipscore
AT duhuimin developinganewsepsisscreeningtoolbasedonlymphocytecountinternationalnormalizedratioandprocalcitoninlipscore
AT zhangjing developinganewsepsisscreeningtoolbasedonlymphocytecountinternationalnormalizedratioandprocalcitoninlipscore
AT jiangjie developinganewsepsisscreeningtoolbasedonlymphocytecountinternationalnormalizedratioandprocalcitoninlipscore
AT zhangxin developinganewsepsisscreeningtoolbasedonlymphocytecountinternationalnormalizedratioandprocalcitoninlipscore
AT hefaming developinganewsepsisscreeningtoolbasedonlymphocytecountinternationalnormalizedratioandprocalcitoninlipscore
AT niubailin developinganewsepsisscreeningtoolbasedonlymphocytecountinternationalnormalizedratioandprocalcitoninlipscore