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Thrombo-inflammatory features predicting mortality in patients with COVID-19: The FAD-85 score

BACKGROUND: The roles of inflammation and hypercoagulation in predicting outcomes of coronavirus disease 2019 (COVID-19) are unclear. METHODS: Adult patients diagnosed with COVID-19 from 28 January 2020 to 4 March 2020 in Tongji Hospital, Wuhan were recruited. Data on related parameters were collect...

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Autores principales: Wang, Junhong, Zhang, Hua, Qiao, Rui, Ge, Qinggang, Zhang, Shuisheng, Zhao, Zongxuan, Tian, Ci, Ma, Qingbian, Shen, Ning
Formato: Online Artículo Texto
Lenguaje:English
Publicado: SAGE Publications 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7511832/
https://www.ncbi.nlm.nih.gov/pubmed/32960106
http://dx.doi.org/10.1177/0300060520955037
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author Wang, Junhong
Zhang, Hua
Qiao, Rui
Ge, Qinggang
Zhang, Shuisheng
Zhao, Zongxuan
Tian, Ci
Ma, Qingbian
Shen, Ning
author_facet Wang, Junhong
Zhang, Hua
Qiao, Rui
Ge, Qinggang
Zhang, Shuisheng
Zhao, Zongxuan
Tian, Ci
Ma, Qingbian
Shen, Ning
author_sort Wang, Junhong
collection PubMed
description BACKGROUND: The roles of inflammation and hypercoagulation in predicting outcomes of coronavirus disease 2019 (COVID-19) are unclear. METHODS: Adult patients diagnosed with COVID-19 from 28 January 2020 to 4 March 2020 in Tongji Hospital, Wuhan were recruited. Data on related parameters were collected. Univariate analysis and multivariable binary logistic regression were used to explore predictors of critical illness and mortality. RESULTS: In total, 199 and 44 patients were enrolled in the training and testing sets, respectively. Elevated ferritin, tumor necrosis factor-α and D-dimer and decreased albumin concentration were associated with disease severity. Older age, elevated ferritin and elevated interleukin-6 were associated with 28-day mortality. The FAD-85 score, defined as age + 0.01 * ferritin +D-dimer, was used to predict risk of mortality. The sensitivity, specificity and accuracy of FAD-85 were 86.4%, 81.8% and 86.4%, respectively. A nomogram was established using age, ferritin and D-dimer to predict the risk of 28-day mortality. CONCLUSIONS: Thrombo-inflammatory parameters provide key information on the severity and prognosis of COVID-19 and can be used as references for clinical treatment to correct inflammatory and coagulation abnormalities.
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spelling pubmed-75118322020-09-24 Thrombo-inflammatory features predicting mortality in patients with COVID-19: The FAD-85 score Wang, Junhong Zhang, Hua Qiao, Rui Ge, Qinggang Zhang, Shuisheng Zhao, Zongxuan Tian, Ci Ma, Qingbian Shen, Ning J Int Med Res Special Issue: Coronavirus Outbreak: A Serious Public Health Issue BACKGROUND: The roles of inflammation and hypercoagulation in predicting outcomes of coronavirus disease 2019 (COVID-19) are unclear. METHODS: Adult patients diagnosed with COVID-19 from 28 January 2020 to 4 March 2020 in Tongji Hospital, Wuhan were recruited. Data on related parameters were collected. Univariate analysis and multivariable binary logistic regression were used to explore predictors of critical illness and mortality. RESULTS: In total, 199 and 44 patients were enrolled in the training and testing sets, respectively. Elevated ferritin, tumor necrosis factor-α and D-dimer and decreased albumin concentration were associated with disease severity. Older age, elevated ferritin and elevated interleukin-6 were associated with 28-day mortality. The FAD-85 score, defined as age + 0.01 * ferritin +D-dimer, was used to predict risk of mortality. The sensitivity, specificity and accuracy of FAD-85 were 86.4%, 81.8% and 86.4%, respectively. A nomogram was established using age, ferritin and D-dimer to predict the risk of 28-day mortality. CONCLUSIONS: Thrombo-inflammatory parameters provide key information on the severity and prognosis of COVID-19 and can be used as references for clinical treatment to correct inflammatory and coagulation abnormalities. SAGE Publications 2020-09-22 /pmc/articles/PMC7511832/ /pubmed/32960106 http://dx.doi.org/10.1177/0300060520955037 Text en © The Author(s) 2020 https://creativecommons.org/licenses/by-nc/4.0/ Creative Commons Non Commercial CC BY-NC: This article is distributed under the terms of the Creative Commons Attribution-NonCommercial 4.0 License (https://creativecommons.org/licenses/by-nc/4.0/) which permits non-commercial use, reproduction and distribution of the work without further permission provided the original work is attributed as specified on the SAGE and Open Access pages (https://us.sagepub.com/en-us/nam/open-access-at-sage).
spellingShingle Special Issue: Coronavirus Outbreak: A Serious Public Health Issue
Wang, Junhong
Zhang, Hua
Qiao, Rui
Ge, Qinggang
Zhang, Shuisheng
Zhao, Zongxuan
Tian, Ci
Ma, Qingbian
Shen, Ning
Thrombo-inflammatory features predicting mortality in patients with COVID-19: The FAD-85 score
title Thrombo-inflammatory features predicting mortality in patients with COVID-19: The FAD-85 score
title_full Thrombo-inflammatory features predicting mortality in patients with COVID-19: The FAD-85 score
title_fullStr Thrombo-inflammatory features predicting mortality in patients with COVID-19: The FAD-85 score
title_full_unstemmed Thrombo-inflammatory features predicting mortality in patients with COVID-19: The FAD-85 score
title_short Thrombo-inflammatory features predicting mortality in patients with COVID-19: The FAD-85 score
title_sort thrombo-inflammatory features predicting mortality in patients with covid-19: the fad-85 score
topic Special Issue: Coronavirus Outbreak: A Serious Public Health Issue
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7511832/
https://www.ncbi.nlm.nih.gov/pubmed/32960106
http://dx.doi.org/10.1177/0300060520955037
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