Cargando…

Combined use of CRP with neutrophil-to-lymphocyte ratio in differentiating between infectious and noninfectious inflammation in hemodialysis patients

We tested whether CRP combined with the neutrophil-to-lymphocyte ratio (NLR) optimizes the prediction of infectious inflammation in hemodialysis patients. We conducted a retrospective study of 774 (mean age 71.1 ± 12.8 years, 35% women) hemodialysis patients from our institution, hospitalized betwee...

Descripción completa

Detalles Bibliográficos
Autores principales: Beberashvili, Ilia, Omar, Muhammad Abu, Nizri, Elad, Stav, Kobi, Efrati, Shai
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10071264/
https://www.ncbi.nlm.nih.gov/pubmed/37016028
http://dx.doi.org/10.1038/s41598-023-32270-8
_version_ 1785019179741478912
author Beberashvili, Ilia
Omar, Muhammad Abu
Nizri, Elad
Stav, Kobi
Efrati, Shai
author_facet Beberashvili, Ilia
Omar, Muhammad Abu
Nizri, Elad
Stav, Kobi
Efrati, Shai
author_sort Beberashvili, Ilia
collection PubMed
description We tested whether CRP combined with the neutrophil-to-lymphocyte ratio (NLR) optimizes the prediction of infectious inflammation in hemodialysis patients. We conducted a retrospective study of 774 (mean age 71.1 ± 12.8 years, 35% women) hemodialysis patients from our institution, hospitalized between 2007 and 2021 for various reasons, with CRP levels available at admission. Infection was defined according to the International Sepsis Definition Conference criteria. An algorithm for the optimal CRP and NLR cutoff points for predicting infection was developed based on a decision tree analysis in the training cohort (n = 620) and then tested in the validation cohort (n = 154). A CRP level above 40 mg/L (obtained as the cutoff point in predicting infections in the training group, using ROC curve analysis) predicted an infection diagnosis with a sensitivity of 75% and a specificity of 76% with an odds ratio (OR) of 9.37 (95% CI: 5.36–16.39), according to a multivariate logistic regression analysis. Whereas, CRP levels above 23 mg/L together with an NLR above 9.7 predicted an infection diagnosis with a sensitivity of 69% and a specificity of 84% with an OR of 25.59 (95% CI: 9.73–67.31). All these results were reproduced in the validation set. Combined use of CRP with NLR may lower the CRP cutoff point in distinguishing between infectious and noninfectious inflammation in hemodialysis patients.
format Online
Article
Text
id pubmed-10071264
institution National Center for Biotechnology Information
language English
publishDate 2023
publisher Nature Publishing Group UK
record_format MEDLINE/PubMed
spelling pubmed-100712642023-04-04 Combined use of CRP with neutrophil-to-lymphocyte ratio in differentiating between infectious and noninfectious inflammation in hemodialysis patients Beberashvili, Ilia Omar, Muhammad Abu Nizri, Elad Stav, Kobi Efrati, Shai Sci Rep Article We tested whether CRP combined with the neutrophil-to-lymphocyte ratio (NLR) optimizes the prediction of infectious inflammation in hemodialysis patients. We conducted a retrospective study of 774 (mean age 71.1 ± 12.8 years, 35% women) hemodialysis patients from our institution, hospitalized between 2007 and 2021 for various reasons, with CRP levels available at admission. Infection was defined according to the International Sepsis Definition Conference criteria. An algorithm for the optimal CRP and NLR cutoff points for predicting infection was developed based on a decision tree analysis in the training cohort (n = 620) and then tested in the validation cohort (n = 154). A CRP level above 40 mg/L (obtained as the cutoff point in predicting infections in the training group, using ROC curve analysis) predicted an infection diagnosis with a sensitivity of 75% and a specificity of 76% with an odds ratio (OR) of 9.37 (95% CI: 5.36–16.39), according to a multivariate logistic regression analysis. Whereas, CRP levels above 23 mg/L together with an NLR above 9.7 predicted an infection diagnosis with a sensitivity of 69% and a specificity of 84% with an OR of 25.59 (95% CI: 9.73–67.31). All these results were reproduced in the validation set. Combined use of CRP with NLR may lower the CRP cutoff point in distinguishing between infectious and noninfectious inflammation in hemodialysis patients. Nature Publishing Group UK 2023-04-04 /pmc/articles/PMC10071264/ /pubmed/37016028 http://dx.doi.org/10.1038/s41598-023-32270-8 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/) .
spellingShingle Article
Beberashvili, Ilia
Omar, Muhammad Abu
Nizri, Elad
Stav, Kobi
Efrati, Shai
Combined use of CRP with neutrophil-to-lymphocyte ratio in differentiating between infectious and noninfectious inflammation in hemodialysis patients
title Combined use of CRP with neutrophil-to-lymphocyte ratio in differentiating between infectious and noninfectious inflammation in hemodialysis patients
title_full Combined use of CRP with neutrophil-to-lymphocyte ratio in differentiating between infectious and noninfectious inflammation in hemodialysis patients
title_fullStr Combined use of CRP with neutrophil-to-lymphocyte ratio in differentiating between infectious and noninfectious inflammation in hemodialysis patients
title_full_unstemmed Combined use of CRP with neutrophil-to-lymphocyte ratio in differentiating between infectious and noninfectious inflammation in hemodialysis patients
title_short Combined use of CRP with neutrophil-to-lymphocyte ratio in differentiating between infectious and noninfectious inflammation in hemodialysis patients
title_sort combined use of crp with neutrophil-to-lymphocyte ratio in differentiating between infectious and noninfectious inflammation in hemodialysis patients
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10071264/
https://www.ncbi.nlm.nih.gov/pubmed/37016028
http://dx.doi.org/10.1038/s41598-023-32270-8
work_keys_str_mv AT beberashviliilia combineduseofcrpwithneutrophiltolymphocyteratioindifferentiatingbetweeninfectiousandnoninfectiousinflammationinhemodialysispatients
AT omarmuhammadabu combineduseofcrpwithneutrophiltolymphocyteratioindifferentiatingbetweeninfectiousandnoninfectiousinflammationinhemodialysispatients
AT nizrielad combineduseofcrpwithneutrophiltolymphocyteratioindifferentiatingbetweeninfectiousandnoninfectiousinflammationinhemodialysispatients
AT stavkobi combineduseofcrpwithneutrophiltolymphocyteratioindifferentiatingbetweeninfectiousandnoninfectiousinflammationinhemodialysispatients
AT efratishai combineduseofcrpwithneutrophiltolymphocyteratioindifferentiatingbetweeninfectiousandnoninfectiousinflammationinhemodialysispatients