Prognostic Values of Serum Ferritin and D-Dimer Trajectory in Patients with COVID-19

被引:57
作者
Qeadan, Fares [1 ]
Tingey, Benjamin [1 ]
Gu, Lily Y. [1 ]
Packard, Ashley Hafen [1 ]
Erdei, Esther [2 ]
Saeed, Ali I. [3 ]
机构
[1] Univ Utah, Sch Med, Dept Family & Prevent Med, Salt Lake City, UT 84108 USA
[2] Univ New Mexico, Coll Pharm, Community Environm Hlth Program, Hlth Sci Ctr, Albuquerque, NM 87106 USA
[3] St Josephs Hosp, Norton Thorac Inst, Phoenix, AZ 85013 USA
来源
VIRUSES-BASEL | 2021年 / 13卷 / 03期
关键词
COVID-19; cytokine storm; ferritin; D-dimer; trajectory; optimal prognostic cutoffs; CYTOKINE STORM;
D O I
10.3390/v13030419
中图分类号
Q93 [微生物学];
学科分类号
071005 ; 100705 ;
摘要
Cytokine storm syndrome in patients with COVID-19 is mediated by pro-inflammatory cytokines resulting in acute lung injury and multiorgan failure. Elevation in serum ferritin and D-dimer is observed in COVID-19 patients. To determine prognostic values of optimal serum cutoff with trajectory plots for both serum ferritin and D-dimer in COVID-19 patients with invasive ventilator dependence and in-hospital mortality. We used retrospective longitudinal data from the Cerner COVID-19 de-identified cohort. COVID-19 infected patients with valid repeated values of serum ferritin and D-dimer during hospitalization were used in mixed-effects logistic-regression models. Among 52,411 patients, 28.5% (14,958) had valid serum ferritin and 28.6% (15,005) D-dimer laboratory results. Optimal cutoffs of ferritin (714 ng/mL) and D-dimer (2.1 mg/L) revealed AUCs >= 0.99 for in-hospital mortality. Optimal cutoffs for ferritin (502 ng/mL) and D-dimer (2.0 mg/L) revealed AUCs >= 0.99 for invasive ventilator dependence. Optimal cutoffs for in-house mortality, among females, were lower in serum ferritin (433 ng/mL) and D-dimer (1.9 mg/L) compared to males (740 ng/mL and 2.5 mg/L, respectively). Optimal cutoffs for invasive ventilator dependence, among females, were lower in ferritin (270 ng/mL) and D-dimer (1.3 mg/L) compared to males (860 ng/mL and 2.3 mg/L, respectively). Optimal prognostic cutoffs for serum ferritin and D-dimer require considering the entire trajectory of laboratory values during the disease course. Females have an overall lower optimal cutoff for both serum ferritin and D-dimer. The presented research allows health professionals to predict clinical outcomes and appropriate allocation of resources during the COVID-19 pandemic, especially early recognition of COVID-19 patients needing higher levels of care.
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页数:12
相关论文
共 24 条
[1]  
Adams Paul, 2008, Gastroenterol Hepatol (N Y), V4, P333
[2]   Making Sense of the Cytokine Storm: A Conceptual Framework for Understanding, Diagnosing, and Treating Hemophagocytic Syndromes [J].
Canna, Scott W. ;
Behrens, Edward M. .
PEDIATRIC CLINICS OF NORTH AMERICA, 2012, 59 (02) :329-+
[3]  
Cerner, 2020, COVID 19 DEID DAT CO
[4]   A NEW METHOD OF CLASSIFYING PROGNOSTIC CO-MORBIDITY IN LONGITUDINAL-STUDIES - DEVELOPMENT AND VALIDATION [J].
CHARLSON, ME ;
POMPEI, P ;
ALES, KL ;
MACKENZIE, CR .
JOURNAL OF CHRONIC DISEASES, 1987, 40 (05) :373-383
[5]   Clinical and immunological features of severe and moderate coronavirus disease 2019 [J].
Chen, Guang ;
Wu, Di ;
Guo, Wei ;
Cao, Yong ;
Huang, Da ;
Wang, Hongwu ;
Wang, Tao ;
Zhang, Xiaoyun ;
Chen, Huilong ;
Yu, Haijing ;
Zhang, Xiaoping ;
Zhang, Minxia ;
Wu, Shiji ;
Song, Jianxin ;
Chen, Tao ;
Han, Meifang ;
Li, Shusheng ;
Luo, Xiaoping ;
Zhao, Jianping ;
Ning, Qin .
JOURNAL OF CLINICAL INVESTIGATION, 2020, 130 (05) :2620-2629
[6]   COVID-19 gone bad: A new character in the spectrum of the hyperferritinemic syndrome? [J].
Colafrancesco, Serena ;
Alessandri, Cristiano ;
Conti, Fabrizio ;
Priori, Roberta .
AUTOIMMUNITY REVIEWS, 2020, 19 (07)
[7]   Benefit of Anakinra in Treating Pediatric Secondary Hemophagocytic Lymphohistiocytosis [J].
Eloseily, Esraa M. ;
Weiser, Peter ;
Crayne, Courtney B. ;
Haines, Hilary ;
Mannion, Melissa L. ;
Stoll, Matthew L. ;
Beukelman, Timothy ;
Atkinson, T. Prescott ;
Cron, Randy Q. .
ARTHRITIS & RHEUMATOLOGY, 2020, 72 (02) :326-334
[8]   Ferritin levels in patients with COVID-19: A poor predictor of mortality and hemophagocytic lymphohistiocytosis [J].
Feld, Jonathan ;
Tremblay, Douglas ;
Thibaud, Santiago ;
Kessler, Alaina ;
Naymagon, Leonard .
INTERNATIONAL JOURNAL OF LABORATORY HEMATOLOGY, 2020, 42 (06) :773-779
[9]   Sex-disaggregated data confirm serum ferritin as an independent predictor of disease severity both in male and female COVID-19 patients [J].
Gandini, O. ;
Criniti, A. ;
Gagliardi, M. C. ;
Ballesio, L. ;
Giglio, S. ;
Balena, A. ;
Caputi, A. ;
Angeloni, A. ;
Lubrano, C. .
JOURNAL OF INFECTION, 2021, 82 (03) :434-437
[10]   Methods for Calculating Sensitivity and Specificity of Clustered Data: A Tutorial [J].
Genders, Tessa S. S. ;
Spronk, Sandra ;
Stijnen, Theo ;
Steyerberg, Ewout W. ;
Lesaffre, Emmanuel ;
Hunink, M. G. Myriam .
RADIOLOGY, 2012, 265 (03) :910-916