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Repurposing FIB-4 index as a predictor of mortality in patients with hematological malignancies and COVID-19
BACKGROUND: In this study, we aimed to investigate whether FIB-4 index is useful in predicting mortality in patients with concurrent hematological malignancies and COVID-19. We also aimed to determine the optimal cut-off point for the prediction. METHODS: This is a single-center retrospective cohort...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8459998/ https://www.ncbi.nlm.nih.gov/pubmed/34555104 http://dx.doi.org/10.1371/journal.pone.0257775 |
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author | Sutandyo, Noorwati Kurniawati, Sri Agustini Jayusman, Achmad Mulawarman Syafiyah, Anisa Hana Pranata, Raymond Hanafi, Arif Riswahyudi |
author_facet | Sutandyo, Noorwati Kurniawati, Sri Agustini Jayusman, Achmad Mulawarman Syafiyah, Anisa Hana Pranata, Raymond Hanafi, Arif Riswahyudi |
author_sort | Sutandyo, Noorwati |
collection | PubMed |
description | BACKGROUND: In this study, we aimed to investigate whether FIB-4 index is useful in predicting mortality in patients with concurrent hematological malignancies and COVID-19. We also aimed to determine the optimal cut-off point for the prediction. METHODS: This is a single-center retrospective cohort study conducted in Dharmais National Cancer Hospital, Indonesia. Consecutive sampling of adults with hematological malignancies and COVID-19 was performed between May 2020 and January 2021. COVID-19 screening test using the reverse transcriptase polymerase chain reaction (RT-PCR) of nasopharyngeal samples were performed prior to hospitalization for chemotherapy. FIB-4 index is derived from [age (years) × AST (IU/L)]/[platelet count (10(9)/L) × √ALT (U/L)]. The primary outcome of this study is mortality, defined as clinically validated death/non-survivor during a 3-months (90 days) follow-up. RESULTS: There were a total of 70 patients with hematological malignancies and COVID-19 in this study. Median FIB-4 Index was higher in non-survivors (13.1 vs 1.02, p<0.001). FIB-4 index above 3.85 has a sensitivity of 79%, specificity of 84%, PLR of 5.27, and NLR of 0.32. The AUC was 0.849 95% CI 0.735–0.962, p<0.001. This cut-off point was associated with OR of 16.70 95% CI 4.07–66.67, p<0.001. In this study, a FIB-4 >3.85 confers to 80% posterior probability of mortality and FIB-4 <3.85 to 19% probability. FIB-4 >3.85 was associated with shorter time-to-mortality (HR 9.10 95% CI 2.99–27.65, p<0.001). Multivariate analysis indicated that FIB-4 >3.85 (HR 4.09 95% CI 1.32–12.70, p = 0.015) and CRP> 71.57 mg/L (HR 3.36 95% CI 1.08–10.50, p = 0.037) were independently associated with shorter time-to-mortality. CONCLUSION: This study indicates that a FIB-4 index >3.85 was independent predictor of mortality in patients with hematological malignancies and COVID-19 infection. |
format | Online Article Text |
id | pubmed-8459998 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-84599982021-09-24 Repurposing FIB-4 index as a predictor of mortality in patients with hematological malignancies and COVID-19 Sutandyo, Noorwati Kurniawati, Sri Agustini Jayusman, Achmad Mulawarman Syafiyah, Anisa Hana Pranata, Raymond Hanafi, Arif Riswahyudi PLoS One Research Article BACKGROUND: In this study, we aimed to investigate whether FIB-4 index is useful in predicting mortality in patients with concurrent hematological malignancies and COVID-19. We also aimed to determine the optimal cut-off point for the prediction. METHODS: This is a single-center retrospective cohort study conducted in Dharmais National Cancer Hospital, Indonesia. Consecutive sampling of adults with hematological malignancies and COVID-19 was performed between May 2020 and January 2021. COVID-19 screening test using the reverse transcriptase polymerase chain reaction (RT-PCR) of nasopharyngeal samples were performed prior to hospitalization for chemotherapy. FIB-4 index is derived from [age (years) × AST (IU/L)]/[platelet count (10(9)/L) × √ALT (U/L)]. The primary outcome of this study is mortality, defined as clinically validated death/non-survivor during a 3-months (90 days) follow-up. RESULTS: There were a total of 70 patients with hematological malignancies and COVID-19 in this study. Median FIB-4 Index was higher in non-survivors (13.1 vs 1.02, p<0.001). FIB-4 index above 3.85 has a sensitivity of 79%, specificity of 84%, PLR of 5.27, and NLR of 0.32. The AUC was 0.849 95% CI 0.735–0.962, p<0.001. This cut-off point was associated with OR of 16.70 95% CI 4.07–66.67, p<0.001. In this study, a FIB-4 >3.85 confers to 80% posterior probability of mortality and FIB-4 <3.85 to 19% probability. FIB-4 >3.85 was associated with shorter time-to-mortality (HR 9.10 95% CI 2.99–27.65, p<0.001). Multivariate analysis indicated that FIB-4 >3.85 (HR 4.09 95% CI 1.32–12.70, p = 0.015) and CRP> 71.57 mg/L (HR 3.36 95% CI 1.08–10.50, p = 0.037) were independently associated with shorter time-to-mortality. CONCLUSION: This study indicates that a FIB-4 index >3.85 was independent predictor of mortality in patients with hematological malignancies and COVID-19 infection. Public Library of Science 2021-09-23 /pmc/articles/PMC8459998/ /pubmed/34555104 http://dx.doi.org/10.1371/journal.pone.0257775 Text en © 2021 Sutandyo et al https://creativecommons.org/licenses/by/4.0/This is an open access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited. |
spellingShingle | Research Article Sutandyo, Noorwati Kurniawati, Sri Agustini Jayusman, Achmad Mulawarman Syafiyah, Anisa Hana Pranata, Raymond Hanafi, Arif Riswahyudi Repurposing FIB-4 index as a predictor of mortality in patients with hematological malignancies and COVID-19 |
title | Repurposing FIB-4 index as a predictor of mortality in patients with hematological malignancies and COVID-19 |
title_full | Repurposing FIB-4 index as a predictor of mortality in patients with hematological malignancies and COVID-19 |
title_fullStr | Repurposing FIB-4 index as a predictor of mortality in patients with hematological malignancies and COVID-19 |
title_full_unstemmed | Repurposing FIB-4 index as a predictor of mortality in patients with hematological malignancies and COVID-19 |
title_short | Repurposing FIB-4 index as a predictor of mortality in patients with hematological malignancies and COVID-19 |
title_sort | repurposing fib-4 index as a predictor of mortality in patients with hematological malignancies and covid-19 |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8459998/ https://www.ncbi.nlm.nih.gov/pubmed/34555104 http://dx.doi.org/10.1371/journal.pone.0257775 |
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