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Evaluation of the host immune response assay SeptiCyte RAPID for potential triage of COVID-19 patients

Tools for the evaluation of COVID-19 severity would help clinicians with triage decisions, especially the decision whether to admit to ICU. The aim of this study was to evaluate SeptiCyte RAPID, a host immune response assay (Immunexpress, Seattle USA) as a triaging tool for COVID-19 patients requiri...

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Autores principales: Montero, Maria Milagro, Hardy-Werbin, Max, Gonzalez-Gallardo, Soledad, Torres, Erica, Rueda, Rebeca, Hannet, Irene, Kirk, James T., Yager, Thomas D., Navalkar, Krupa, Arenas, Maria del Mar, Arietta-Aldea, Itziar, Castañeda, Silvia, Gómez-Junyent, Joan, Gómez-Zorrilla, Silvia, Guerri-Fernandez, Roberto, Sanchez-Martinez, Francisca, López-Montesinos, Immaculada, Pelegrín, Ivan, Sendra, Elena, Sorlí, Luisa, Villar-García, Judith, Bellosillo, Beatriz, Horcajada, Juan Pablo
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9845827/
https://www.ncbi.nlm.nih.gov/pubmed/36653401
http://dx.doi.org/10.1038/s41598-023-28178-y
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author Montero, Maria Milagro
Hardy-Werbin, Max
Gonzalez-Gallardo, Soledad
Torres, Erica
Rueda, Rebeca
Hannet, Irene
Kirk, James T.
Yager, Thomas D.
Navalkar, Krupa
Arenas, Maria del Mar
Arietta-Aldea, Itziar
Castañeda, Silvia
Gómez-Junyent, Joan
Gómez-Zorrilla, Silvia
Guerri-Fernandez, Roberto
Sanchez-Martinez, Francisca
López-Montesinos, Immaculada
Pelegrín, Ivan
Sendra, Elena
Sorlí, Luisa
Villar-García, Judith
Bellosillo, Beatriz
Horcajada, Juan Pablo
author_facet Montero, Maria Milagro
Hardy-Werbin, Max
Gonzalez-Gallardo, Soledad
Torres, Erica
Rueda, Rebeca
Hannet, Irene
Kirk, James T.
Yager, Thomas D.
Navalkar, Krupa
Arenas, Maria del Mar
Arietta-Aldea, Itziar
Castañeda, Silvia
Gómez-Junyent, Joan
Gómez-Zorrilla, Silvia
Guerri-Fernandez, Roberto
Sanchez-Martinez, Francisca
López-Montesinos, Immaculada
Pelegrín, Ivan
Sendra, Elena
Sorlí, Luisa
Villar-García, Judith
Bellosillo, Beatriz
Horcajada, Juan Pablo
author_sort Montero, Maria Milagro
collection PubMed
description Tools for the evaluation of COVID-19 severity would help clinicians with triage decisions, especially the decision whether to admit to ICU. The aim of this study was to evaluate SeptiCyte RAPID, a host immune response assay (Immunexpress, Seattle USA) as a triaging tool for COVID-19 patients requiring hospitalization and potentially ICU care. SeptiCyte RAPID employs a host gene expression signature consisting of the ratio of expression levels of two immune related mRNAs, PLA2G7 and PLAC8, measured from whole blood samples. Blood samples from 146 adult SARS-CoV-2 (+) patients were collected within 48 h of hospital admission in PAXgene blood RNA tubes at Hospital del Mar, Barcelona, Spain, between July 28th and December 1st, 2020. Data on demographics, vital signs, clinical chemistry parameters, radiology, interventions, and SeptiCyte RAPID were collected and analyzed with bioinformatics methods. The performance of SeptiCyte RAPID for COVID-19 severity assessment and ICU admission was evaluated, relative to the comparator of retrospective clinical assessment by the Hospital del Mar clinical care team. In conclusion, SeptiCyte RAPID was able to stratify COVID-19 cases according to clinical severity: critical vs. mild (AUC = 0.93, p < 0.0001), critical vs. moderate (AUC = 0.77, p = 0.002), severe vs. mild (AUC = 0.85, p = 0.0003), severe vs. moderate (AUC = 0.63, p = 0.05). This discrimination was significantly better (by AUC or p-value) than could be achieved by CRP, lactate, creatine, IL-6, or D-dimer. Some of the critical or severe cases had “early” blood draws (before ICU admission; n = 33). For these cases, when compared to moderate and mild cases not in ICU (n = 37), SeptiCyte RAPID had AUC = 0.78 (p = 0.00012). In conclusion, SeptiCyte RAPID was able to stratify COVID-19 cases according to clinical severity as defined by the WHO COVID-19 Clinical Management Living Guidance of January 25th, 2021. Measurements taken early (before a patient is considered for ICU admission) suggest that high SeptiScores could aid in predicting the need for later ICU admission.
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spelling pubmed-98458272023-01-18 Evaluation of the host immune response assay SeptiCyte RAPID for potential triage of COVID-19 patients Montero, Maria Milagro Hardy-Werbin, Max Gonzalez-Gallardo, Soledad Torres, Erica Rueda, Rebeca Hannet, Irene Kirk, James T. Yager, Thomas D. Navalkar, Krupa Arenas, Maria del Mar Arietta-Aldea, Itziar Castañeda, Silvia Gómez-Junyent, Joan Gómez-Zorrilla, Silvia Guerri-Fernandez, Roberto Sanchez-Martinez, Francisca López-Montesinos, Immaculada Pelegrín, Ivan Sendra, Elena Sorlí, Luisa Villar-García, Judith Bellosillo, Beatriz Horcajada, Juan Pablo Sci Rep Article Tools for the evaluation of COVID-19 severity would help clinicians with triage decisions, especially the decision whether to admit to ICU. The aim of this study was to evaluate SeptiCyte RAPID, a host immune response assay (Immunexpress, Seattle USA) as a triaging tool for COVID-19 patients requiring hospitalization and potentially ICU care. SeptiCyte RAPID employs a host gene expression signature consisting of the ratio of expression levels of two immune related mRNAs, PLA2G7 and PLAC8, measured from whole blood samples. Blood samples from 146 adult SARS-CoV-2 (+) patients were collected within 48 h of hospital admission in PAXgene blood RNA tubes at Hospital del Mar, Barcelona, Spain, between July 28th and December 1st, 2020. Data on demographics, vital signs, clinical chemistry parameters, radiology, interventions, and SeptiCyte RAPID were collected and analyzed with bioinformatics methods. The performance of SeptiCyte RAPID for COVID-19 severity assessment and ICU admission was evaluated, relative to the comparator of retrospective clinical assessment by the Hospital del Mar clinical care team. In conclusion, SeptiCyte RAPID was able to stratify COVID-19 cases according to clinical severity: critical vs. mild (AUC = 0.93, p < 0.0001), critical vs. moderate (AUC = 0.77, p = 0.002), severe vs. mild (AUC = 0.85, p = 0.0003), severe vs. moderate (AUC = 0.63, p = 0.05). This discrimination was significantly better (by AUC or p-value) than could be achieved by CRP, lactate, creatine, IL-6, or D-dimer. Some of the critical or severe cases had “early” blood draws (before ICU admission; n = 33). For these cases, when compared to moderate and mild cases not in ICU (n = 37), SeptiCyte RAPID had AUC = 0.78 (p = 0.00012). In conclusion, SeptiCyte RAPID was able to stratify COVID-19 cases according to clinical severity as defined by the WHO COVID-19 Clinical Management Living Guidance of January 25th, 2021. Measurements taken early (before a patient is considered for ICU admission) suggest that high SeptiScores could aid in predicting the need for later ICU admission. Nature Publishing Group UK 2023-01-18 /pmc/articles/PMC9845827/ /pubmed/36653401 http://dx.doi.org/10.1038/s41598-023-28178-y 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
Montero, Maria Milagro
Hardy-Werbin, Max
Gonzalez-Gallardo, Soledad
Torres, Erica
Rueda, Rebeca
Hannet, Irene
Kirk, James T.
Yager, Thomas D.
Navalkar, Krupa
Arenas, Maria del Mar
Arietta-Aldea, Itziar
Castañeda, Silvia
Gómez-Junyent, Joan
Gómez-Zorrilla, Silvia
Guerri-Fernandez, Roberto
Sanchez-Martinez, Francisca
López-Montesinos, Immaculada
Pelegrín, Ivan
Sendra, Elena
Sorlí, Luisa
Villar-García, Judith
Bellosillo, Beatriz
Horcajada, Juan Pablo
Evaluation of the host immune response assay SeptiCyte RAPID for potential triage of COVID-19 patients
title Evaluation of the host immune response assay SeptiCyte RAPID for potential triage of COVID-19 patients
title_full Evaluation of the host immune response assay SeptiCyte RAPID for potential triage of COVID-19 patients
title_fullStr Evaluation of the host immune response assay SeptiCyte RAPID for potential triage of COVID-19 patients
title_full_unstemmed Evaluation of the host immune response assay SeptiCyte RAPID for potential triage of COVID-19 patients
title_short Evaluation of the host immune response assay SeptiCyte RAPID for potential triage of COVID-19 patients
title_sort evaluation of the host immune response assay septicyte rapid for potential triage of covid-19 patients
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9845827/
https://www.ncbi.nlm.nih.gov/pubmed/36653401
http://dx.doi.org/10.1038/s41598-023-28178-y
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