Developing the pneumonia-optimized ratio for community-acquired pneumonia : an easy, inexpensive and accurate prognostic biomarker

Detalhes bibliográficos
Autor(a) principal: Cury, Vinicius Ferraz
Data de Publicação: 2021
Outros Autores: Antoniazzi, Lucas Quadros, Oliveira, Paulo Henrique Kranz de, Borelli, Wyllians José Vendramini, Cunha, Sainan Voss da, Frison, Guilherme Cristianetti, Moretto, Enrico Emerim, Seligman, Renato
Tipo de documento: Artigo
Idioma: eng
Título da fonte: Repositório Institucional da UFRGS
Texto Completo: http://hdl.handle.net/10183/220330
Resumo: Introduction: Community-acquired pneumonia (CAP) is still a major public health problem. Prognostic scores at admission in tertiary services may improve early identification of severity and better allocation of resources, ultimately improving survival. Herein, we aimed at evaluating prognostic biomarkers of CAP and a Pneumonia-Optimized Ratio was created to improve prognostic performance. Methods: In this retrospective study, all patients with suspected Community-acquired pneumonia aged 18 or older admitted to a public hospital from January 2019 to February 2020 were included in this study. Blood testing and clinical information at admission were collected, and the primary outcome was overall survival. CURB-65 scores and prognostic biomarkers were measured, namely Neutrophil-to-Lymphocyte Cell Ratio (NLCR), Platelet to Lymphocyte ratio (PLR), Monocyte to Lymphocyte Ratio (MLR). A Pneumonia-Optimized Ratio (POR) score was created by selecting the biomarker with larger accuracy (NLCR) and multiplying it by the patients’ CURB-65 score. Multivariate regression model was performed and ROC curves were created for each biomarker. Results: Our sample consisted of 646 individuals (median 66 years [IQR, 18–103], 53.9% females) with complete blood testing at the time of admission. Patients scored 0–1 (323, 50%), 2 (187, 28.9%), or 3 or above (122, 18.9%) in the CURB-65, and 65 (10%) presented the primary outcome of death. POR exhibited the highest Area Under Curve (AUC) in the ROC analysis (AUC = 0.753), when compared with NLCR (AUC = 0.706), PLR (AUC = 0.630) and MLR (AUC = 0.627). POR and NLCR presented increased crude mortality rate in the fourth quartile in comparison with the first quartile, and the fourth quartile of NLCR had more days of hospitalization than the first quartile (11.06±15.96 vs. 7.02±8.39, p = 0.012). Conclusion: The Pneumonia-Optimized Ratio in patients with CAP showed good prognostic performance of mortality at the admission of a tertiary service. The NLCR may also be used as an estimation of days of hospitalization. Prognostic biomarkers may provide important guidance to resource allocation in resource-limited settings.
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spelling Cury, Vinicius FerrazAntoniazzi, Lucas QuadrosOliveira, Paulo Henrique Kranz deBorelli, Wyllians José VendraminiCunha, Sainan Voss daFrison, Guilherme CristianettiMoretto, Enrico EmerimSeligman, Renato2021-04-30T04:32:11Z20211932-6203http://hdl.handle.net/10183/220330001124861Introduction: Community-acquired pneumonia (CAP) is still a major public health problem. Prognostic scores at admission in tertiary services may improve early identification of severity and better allocation of resources, ultimately improving survival. Herein, we aimed at evaluating prognostic biomarkers of CAP and a Pneumonia-Optimized Ratio was created to improve prognostic performance. Methods: In this retrospective study, all patients with suspected Community-acquired pneumonia aged 18 or older admitted to a public hospital from January 2019 to February 2020 were included in this study. Blood testing and clinical information at admission were collected, and the primary outcome was overall survival. CURB-65 scores and prognostic biomarkers were measured, namely Neutrophil-to-Lymphocyte Cell Ratio (NLCR), Platelet to Lymphocyte ratio (PLR), Monocyte to Lymphocyte Ratio (MLR). A Pneumonia-Optimized Ratio (POR) score was created by selecting the biomarker with larger accuracy (NLCR) and multiplying it by the patients’ CURB-65 score. Multivariate regression model was performed and ROC curves were created for each biomarker. Results: Our sample consisted of 646 individuals (median 66 years [IQR, 18–103], 53.9% females) with complete blood testing at the time of admission. Patients scored 0–1 (323, 50%), 2 (187, 28.9%), or 3 or above (122, 18.9%) in the CURB-65, and 65 (10%) presented the primary outcome of death. POR exhibited the highest Area Under Curve (AUC) in the ROC analysis (AUC = 0.753), when compared with NLCR (AUC = 0.706), PLR (AUC = 0.630) and MLR (AUC = 0.627). POR and NLCR presented increased crude mortality rate in the fourth quartile in comparison with the first quartile, and the fourth quartile of NLCR had more days of hospitalization than the first quartile (11.06±15.96 vs. 7.02±8.39, p = 0.012). Conclusion: The Pneumonia-Optimized Ratio in patients with CAP showed good prognostic performance of mortality at the admission of a tertiary service. The NLCR may also be used as an estimation of days of hospitalization. Prognostic biomarkers may provide important guidance to resource allocation in resource-limited settings.application/pdfengPloS one. San Francisco. vol. 16, no. 3 (Mar. 2021), e0248897, 9 p.PneumoniaInfecções comunitárias adquiridasBiomarcadoresBiomarkersLymphocytesDeath ratesPneumoniaBloodNeutrophilsIntensive care unitsWhite blood cellsDeveloping the pneumonia-optimized ratio for community-acquired pneumonia : an easy, inexpensive and accurate prognostic biomarkerEstrangeiroinfo:eu-repo/semantics/articleinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/openAccessreponame:Repositório Institucional da UFRGSinstname:Universidade Federal do Rio Grande do Sul (UFRGS)instacron:UFRGSTEXT001124861.pdf.txt001124861.pdf.txtExtracted Texttext/plain29357http://www.lume.ufrgs.br/bitstream/10183/220330/2/001124861.pdf.txta37fc27eef803bf1ef103b63dae31ffdMD52ORIGINAL001124861.pdfTexto completo (inglês)application/pdf888682http://www.lume.ufrgs.br/bitstream/10183/220330/1/001124861.pdfcb4110da5a5f827cff589f587df30b2fMD5110183/2203302023-09-24 03:39:53.934376oai:www.lume.ufrgs.br:10183/220330Repositório de PublicaçõesPUBhttps://lume.ufrgs.br/oai/requestopendoar:2023-09-24T06:39:53Repositório Institucional da UFRGS - Universidade Federal do Rio Grande do Sul (UFRGS)false
dc.title.pt_BR.fl_str_mv Developing the pneumonia-optimized ratio for community-acquired pneumonia : an easy, inexpensive and accurate prognostic biomarker
title Developing the pneumonia-optimized ratio for community-acquired pneumonia : an easy, inexpensive and accurate prognostic biomarker
spellingShingle Developing the pneumonia-optimized ratio for community-acquired pneumonia : an easy, inexpensive and accurate prognostic biomarker
Cury, Vinicius Ferraz
Pneumonia
Infecções comunitárias adquiridas
Biomarcadores
Biomarkers
Lymphocytes
Death rates
Pneumonia
Blood
Neutrophils
Intensive care units
White blood cells
title_short Developing the pneumonia-optimized ratio for community-acquired pneumonia : an easy, inexpensive and accurate prognostic biomarker
title_full Developing the pneumonia-optimized ratio for community-acquired pneumonia : an easy, inexpensive and accurate prognostic biomarker
title_fullStr Developing the pneumonia-optimized ratio for community-acquired pneumonia : an easy, inexpensive and accurate prognostic biomarker
title_full_unstemmed Developing the pneumonia-optimized ratio for community-acquired pneumonia : an easy, inexpensive and accurate prognostic biomarker
title_sort Developing the pneumonia-optimized ratio for community-acquired pneumonia : an easy, inexpensive and accurate prognostic biomarker
author Cury, Vinicius Ferraz
author_facet Cury, Vinicius Ferraz
Antoniazzi, Lucas Quadros
Oliveira, Paulo Henrique Kranz de
Borelli, Wyllians José Vendramini
Cunha, Sainan Voss da
Frison, Guilherme Cristianetti
Moretto, Enrico Emerim
Seligman, Renato
author_role author
author2 Antoniazzi, Lucas Quadros
Oliveira, Paulo Henrique Kranz de
Borelli, Wyllians José Vendramini
Cunha, Sainan Voss da
Frison, Guilherme Cristianetti
Moretto, Enrico Emerim
Seligman, Renato
author2_role author
author
author
author
author
author
author
dc.contributor.author.fl_str_mv Cury, Vinicius Ferraz
Antoniazzi, Lucas Quadros
Oliveira, Paulo Henrique Kranz de
Borelli, Wyllians José Vendramini
Cunha, Sainan Voss da
Frison, Guilherme Cristianetti
Moretto, Enrico Emerim
Seligman, Renato
dc.subject.por.fl_str_mv Pneumonia
Infecções comunitárias adquiridas
Biomarcadores
topic Pneumonia
Infecções comunitárias adquiridas
Biomarcadores
Biomarkers
Lymphocytes
Death rates
Pneumonia
Blood
Neutrophils
Intensive care units
White blood cells
dc.subject.eng.fl_str_mv Biomarkers
Lymphocytes
Death rates
Pneumonia
Blood
Neutrophils
Intensive care units
White blood cells
description Introduction: Community-acquired pneumonia (CAP) is still a major public health problem. Prognostic scores at admission in tertiary services may improve early identification of severity and better allocation of resources, ultimately improving survival. Herein, we aimed at evaluating prognostic biomarkers of CAP and a Pneumonia-Optimized Ratio was created to improve prognostic performance. Methods: In this retrospective study, all patients with suspected Community-acquired pneumonia aged 18 or older admitted to a public hospital from January 2019 to February 2020 were included in this study. Blood testing and clinical information at admission were collected, and the primary outcome was overall survival. CURB-65 scores and prognostic biomarkers were measured, namely Neutrophil-to-Lymphocyte Cell Ratio (NLCR), Platelet to Lymphocyte ratio (PLR), Monocyte to Lymphocyte Ratio (MLR). A Pneumonia-Optimized Ratio (POR) score was created by selecting the biomarker with larger accuracy (NLCR) and multiplying it by the patients’ CURB-65 score. Multivariate regression model was performed and ROC curves were created for each biomarker. Results: Our sample consisted of 646 individuals (median 66 years [IQR, 18–103], 53.9% females) with complete blood testing at the time of admission. Patients scored 0–1 (323, 50%), 2 (187, 28.9%), or 3 or above (122, 18.9%) in the CURB-65, and 65 (10%) presented the primary outcome of death. POR exhibited the highest Area Under Curve (AUC) in the ROC analysis (AUC = 0.753), when compared with NLCR (AUC = 0.706), PLR (AUC = 0.630) and MLR (AUC = 0.627). POR and NLCR presented increased crude mortality rate in the fourth quartile in comparison with the first quartile, and the fourth quartile of NLCR had more days of hospitalization than the first quartile (11.06±15.96 vs. 7.02±8.39, p = 0.012). Conclusion: The Pneumonia-Optimized Ratio in patients with CAP showed good prognostic performance of mortality at the admission of a tertiary service. The NLCR may also be used as an estimation of days of hospitalization. Prognostic biomarkers may provide important guidance to resource allocation in resource-limited settings.
publishDate 2021
dc.date.accessioned.fl_str_mv 2021-04-30T04:32:11Z
dc.date.issued.fl_str_mv 2021
dc.type.driver.fl_str_mv Estrangeiro
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dc.relation.ispartof.pt_BR.fl_str_mv PloS one. San Francisco. vol. 16, no. 3 (Mar. 2021), e0248897, 9 p.
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