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O-26 ASPARTATE AMINOTRANSFERASE, AGE AND D-DIMER IN COVID-19 PATIENTS: A USEFUL PROGNOSTIC MODEL
INTRODUCTION: Some patients with SARSCov-2 infection develop severe disease (SARS); however, the factors associated with severity are not yet fully understood. Some reports indicate that liver injury may be a poor prognostic factor. AIM: To identify the biochemical factors related to the development...
Autores principales: | , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Published by Elsevier España, S.L.
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8468367/ http://dx.doi.org/10.1016/j.aohep.2021.100513 |
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author | Higuera-de la Tijera, Fátima Servín-Caamaño, Alfredo Reyes-Herrera, Daniel Flores-López, Argelia Robiou-Vivero, Enrique J.A. Martínez-Rivera, Felipe Galindo-Hernández, Victor Casillas-Suárez, Catalina Chapa-Azuela, Oscar Chávez-Morales, Alfonso Rosales-Salyano, Víctor Hugo Jiménez-Bobadilla, Billy Hernández-Medel, María Luisa Orozco-Zúñiga, Benjamín Zacarías-Ezzat, Jed Raful Camacho-Hernández, Santiago Pérez-Hernández, José Luis |
author_facet | Higuera-de la Tijera, Fátima Servín-Caamaño, Alfredo Reyes-Herrera, Daniel Flores-López, Argelia Robiou-Vivero, Enrique J.A. Martínez-Rivera, Felipe Galindo-Hernández, Victor Casillas-Suárez, Catalina Chapa-Azuela, Oscar Chávez-Morales, Alfonso Rosales-Salyano, Víctor Hugo Jiménez-Bobadilla, Billy Hernández-Medel, María Luisa Orozco-Zúñiga, Benjamín Zacarías-Ezzat, Jed Raful Camacho-Hernández, Santiago Pérez-Hernández, José Luis |
author_sort | Higuera-de la Tijera, Fátima |
collection | PubMed |
description | INTRODUCTION: Some patients with SARSCov-2 infection develop severe disease (SARS); however, the factors associated with severity are not yet fully understood. Some reports indicate that liver injury may be a poor prognostic factor. AIM: To identify the biochemical factors related to the development of SARS with mechanical ventilation (MV) requirement in patients with SARSCov-2 and COVID-19. METHODS TYPE OF STUDY: Observational. Cohort study. PROCEDURE: Data from COVID-19 patients were collected at admission time to a tertiary care center. Differential factors were identified between seriously ill SARS+MV patients versus stable patients without MV. Transformation to the natural logarithm of significant variables was performed and multiple linear regression was applied, then a predictive model of severity called AAD (Age-AST-D dimer) was constructed. RESULTS: 166 patients were included, 114(68.7%) men, mean age 50.6±13.3 years-old, 27(16.3%) developed SARS+MV. In the comparative analysis between those with SARS+MV versus stable patients without MV we found significant raises of ALT (225.4±341.2 vs. 41.3±41.1; P=0.003), AST 325.3±382.4 vs. 52.8±47.1; P=0.001), LDH (764.6±401.9 vs. 461.0±185.6; P=0.001), D dimer (7765±9109 vs. 1871±4146; P=0.003), age (58.6±12.7 vs. 49.1±12.8; P=0-001). The results of the regression are shown in the Table, where model 3 was the one that best explained the development of SARS+MV; with these variables was constructed the model called AAD, where: [AAD= 3.896 + ln(age)x-0.218 + ln(AST)x-0.185 + ln(DD)x0.070], where a value ≤ 2.75 had sensitivity=0.797 and 1-specificity= 0.391, AUROC=0.74 (95%CI: 0.62-0.86; P<0.0001), to predict the risk of developing SARS+MV (OR=5.8, 95%CI: 2.2-15.4; P=0.001). CONCLUSIONS: Elevation of AST (probable marker of liver damage) is an important predictor of progression to SARS, together with elevation of D-dimer and age early (at admission) and efficiently predict which patients will potentially require MV. |
format | Online Article Text |
id | pubmed-8468367 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Published by Elsevier España, S.L. |
record_format | MEDLINE/PubMed |
spelling | pubmed-84683672021-09-27 O-26 ASPARTATE AMINOTRANSFERASE, AGE AND D-DIMER IN COVID-19 PATIENTS: A USEFUL PROGNOSTIC MODEL Higuera-de la Tijera, Fátima Servín-Caamaño, Alfredo Reyes-Herrera, Daniel Flores-López, Argelia Robiou-Vivero, Enrique J.A. Martínez-Rivera, Felipe Galindo-Hernández, Victor Casillas-Suárez, Catalina Chapa-Azuela, Oscar Chávez-Morales, Alfonso Rosales-Salyano, Víctor Hugo Jiménez-Bobadilla, Billy Hernández-Medel, María Luisa Orozco-Zúñiga, Benjamín Zacarías-Ezzat, Jed Raful Camacho-Hernández, Santiago Pérez-Hernández, José Luis Ann Hepatol Article INTRODUCTION: Some patients with SARSCov-2 infection develop severe disease (SARS); however, the factors associated with severity are not yet fully understood. Some reports indicate that liver injury may be a poor prognostic factor. AIM: To identify the biochemical factors related to the development of SARS with mechanical ventilation (MV) requirement in patients with SARSCov-2 and COVID-19. METHODS TYPE OF STUDY: Observational. Cohort study. PROCEDURE: Data from COVID-19 patients were collected at admission time to a tertiary care center. Differential factors were identified between seriously ill SARS+MV patients versus stable patients without MV. Transformation to the natural logarithm of significant variables was performed and multiple linear regression was applied, then a predictive model of severity called AAD (Age-AST-D dimer) was constructed. RESULTS: 166 patients were included, 114(68.7%) men, mean age 50.6±13.3 years-old, 27(16.3%) developed SARS+MV. In the comparative analysis between those with SARS+MV versus stable patients without MV we found significant raises of ALT (225.4±341.2 vs. 41.3±41.1; P=0.003), AST 325.3±382.4 vs. 52.8±47.1; P=0.001), LDH (764.6±401.9 vs. 461.0±185.6; P=0.001), D dimer (7765±9109 vs. 1871±4146; P=0.003), age (58.6±12.7 vs. 49.1±12.8; P=0-001). The results of the regression are shown in the Table, where model 3 was the one that best explained the development of SARS+MV; with these variables was constructed the model called AAD, where: [AAD= 3.896 + ln(age)x-0.218 + ln(AST)x-0.185 + ln(DD)x0.070], where a value ≤ 2.75 had sensitivity=0.797 and 1-specificity= 0.391, AUROC=0.74 (95%CI: 0.62-0.86; P<0.0001), to predict the risk of developing SARS+MV (OR=5.8, 95%CI: 2.2-15.4; P=0.001). CONCLUSIONS: Elevation of AST (probable marker of liver damage) is an important predictor of progression to SARS, together with elevation of D-dimer and age early (at admission) and efficiently predict which patients will potentially require MV. Published by Elsevier España, S.L. 2021-09 2021-09-26 /pmc/articles/PMC8468367/ http://dx.doi.org/10.1016/j.aohep.2021.100513 Text en Copyright © 2021 Published by Elsevier España, S.L. Since January 2020 Elsevier has created a COVID-19 resource centre with free information in English and Mandarin on the novel coronavirus COVID-19. The COVID-19 resource centre is hosted on Elsevier Connect, the company's public news and information website. Elsevier hereby grants permission to make all its COVID-19-related research that is available on the COVID-19 resource centre - including this research content - immediately available in PubMed Central and other publicly funded repositories, such as the WHO COVID database with rights for unrestricted research re-use and analyses in any form or by any means with acknowledgement of the original source. These permissions are granted for free by Elsevier for as long as the COVID-19 resource centre remains active. |
spellingShingle | Article Higuera-de la Tijera, Fátima Servín-Caamaño, Alfredo Reyes-Herrera, Daniel Flores-López, Argelia Robiou-Vivero, Enrique J.A. Martínez-Rivera, Felipe Galindo-Hernández, Victor Casillas-Suárez, Catalina Chapa-Azuela, Oscar Chávez-Morales, Alfonso Rosales-Salyano, Víctor Hugo Jiménez-Bobadilla, Billy Hernández-Medel, María Luisa Orozco-Zúñiga, Benjamín Zacarías-Ezzat, Jed Raful Camacho-Hernández, Santiago Pérez-Hernández, José Luis O-26 ASPARTATE AMINOTRANSFERASE, AGE AND D-DIMER IN COVID-19 PATIENTS: A USEFUL PROGNOSTIC MODEL |
title | O-26 ASPARTATE AMINOTRANSFERASE, AGE AND D-DIMER IN COVID-19 PATIENTS: A USEFUL PROGNOSTIC MODEL |
title_full | O-26 ASPARTATE AMINOTRANSFERASE, AGE AND D-DIMER IN COVID-19 PATIENTS: A USEFUL PROGNOSTIC MODEL |
title_fullStr | O-26 ASPARTATE AMINOTRANSFERASE, AGE AND D-DIMER IN COVID-19 PATIENTS: A USEFUL PROGNOSTIC MODEL |
title_full_unstemmed | O-26 ASPARTATE AMINOTRANSFERASE, AGE AND D-DIMER IN COVID-19 PATIENTS: A USEFUL PROGNOSTIC MODEL |
title_short | O-26 ASPARTATE AMINOTRANSFERASE, AGE AND D-DIMER IN COVID-19 PATIENTS: A USEFUL PROGNOSTIC MODEL |
title_sort | o-26 aspartate aminotransferase, age and d-dimer in covid-19 patients: a useful prognostic model |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8468367/ http://dx.doi.org/10.1016/j.aohep.2021.100513 |
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