Journal Information
Vol. 56. Issue 11.
Pages 758-759 (November 2020)
Share
Share
Download PDF
More article options
Vol. 56. Issue 11.
Pages 758-759 (November 2020)
Scientific Letter
Full text access
Pulmonary Embolism in Patients With Covid-19 Pneumonia: The Utility of D-dimer
Embolia pulmonar en pacientes con neumonia por covid-19: utilidad del dímero-d
Visits
...
Juan José Rodriguez-Sevillaa, Anna Rodó-Pinb, Irene Espallargasc, Judit Villar-Garcíad, Lluis Molinae, Purificación Pérez Teránf, Antonia Vázquez Sanchezf, Joan Ramón Masclansf, Carmen Jiméneza, Raúl Millan Segoviae, Flavio Zuccarinoc, Antonio Salara, Diego A. Rodriguez-Chiaradíab,
Corresponding author
darodriguez@parcdesalutmar.cat

Corresponding author.
a Department of Hematology, Hospital del Mar, Institut Hospital del Mar d’Investigacions Mèdiques (IMIM), Barcelona, Spain
b Pulmonology Department, Hospital del Mar, Institut Hospital del Mar d’Investigacions Mèdiques (IMIM), Universitat Pompeu Fabra (UPF), CIBERES, (ISCiii), Barcelona, Spain
c Department of Radiology, Hospital del Mar, Institut Hospital del Mar d’Investigacions Mèdiques (IMIM), Barcelona, Spain
d Department of Infectious Diseases, Hospital del Mar, Barcelona, Spain, IMIM (Hospital del Mar Medical Research Institute, Institut Hospital del Mar d’Investigacions Mediques), Barcelona, Spain, Department of Medicine, Universitat Autònoma de Barcelona, Spain
e Cardiology Department, Hospital del Mar, Institut Hospital del Mar d’Investigacions Mèdiques (IMIM), Barcelona, Spain
f Critical Care Department, Hospital del Mar, GREPAC Institut Hospital del Mar d’Investigacions Mèdiques (IMIM), Universitat Pompeu Fabra (UPF), Barcelona, Spain
Article information
Full Text
Bibliography
Download PDF
Statistics
Tables (1)
Table 1. Sensitivity, specificity, PPV, LR+, LR− and NPV with 95% confidence interval for highest levels of D-dimer (mcg/L) at different cut-off points for prediction pulmonary embolism in patients with COVID-19 during hospitalization.
Full Text
Dear Editor,

D-dimer levels are increased in pulmonary embolism (PE) but also in many other conditions including inflammation, cancer, pregnancy, trauma, and sepsis.1 D-dimer is a useful rule-out test for avoiding imaging in several clinical settings.2 In fact, in patients with low or intermediate clinical probability, D-dimer has negative predictive value to exclude deep vein thrombosis or PE without further testing in the outpatient setting.3 Nevertheless, its usefulness in hospitalized patients with suspected thromboembolism is less well established. Only few studies have evaluated the predictive value of quantification of D-dimers in hospitalized patients with PE,4 and there are no studies addressing this topic in patients with COVID-19. Thus, in the context of the COVID pandemic, in which seriously ill patients have respiratory symptoms, it is even more convenient to find an adequate value of D-dimer that can help when requesting imaging studies, such as computed tomography pulmonary angiography (CTPA).

A retrospective study was performed to analyze the predictive value of D-dimer to assess CTPA for diagnosis of PE in patients with COVID-19 pneumonia during their hospitalization. The local Clinical Research Ethical approved the study.

All patients included in current study were COVID-19 positive according to present diagnostic criterion.5 They had undergone CTPA scans due to suspected PE and underwent D-dimer tests according guidelines.6 D-dimers were checked at least at the time of admission and prior to CTPA. D-dimer (local reference range: <500mcg/L FEU), was measured by a commercial latex-enhanced immunoturbidimetric assay (Siemens AG SYSMEX CS-5100). CTPA examinations were obtained in a multidetector CT scanner (Discovery CT750 HD, GE Healthcare, Milwaukee, USA) by using a Dual-Energy CTPA protocol (Gemstone Spectral Imaging GSI). Highest observed values of D-dimer (of at least one assessment during hospitalization) before CTPA for each patient were used as diagnostic threshold and their sensitivity and specificity was estimated. Positive predictive (PPV)- and negative predictive (NPV)-values were calculated to evaluate the correct positive and correct negative test procedure results.7 The calculations were made with SPSS/PC for Windows (version 25.0, SPSS Inc., Chicago, IL, USA) and MedCalc (version 9.3.9.0; MedCalc, Mariakerke, Belgium). P values of <.05 were considered statistically significant.

A total of 52 patients with a confirmed diagnosis of COVID-19 pneumonia and suspected PE were included. The main causes for CTPA assessment were clinical worsening (85%) and/or elevated D-dimer (15%). Only two patients had right ventricle dilatation at the time of PE diagnosis. Dyslipidaemia and obesity were more frequent in patients with PE, but there were no significant differences found between groups when analysing with other variables. Forty-nine patients received low weight molecular heparin (LWMH) as thromboprophylaxis at standard dose (40mg/day, n=25) or intermediate dose (1mg/kg/day, n=18) according D-dimer value (≤2000 and >2000, respectively) or therapeutic LWMH (1mg/kg/12h, n=6) for medical conditions (atrial fibrillation and others). Three patients (2 with PE and 1 non-PE) did not receive thromboprophylaxis.

At the time of admission, D-dimer levels were not different among patients that developed PE [(median (P5–P75) 2350 (1070–10500)mcg/L] and those who did not [3030 (650–12415)mcg/L], (P=.87). We found significant differences in the highest values of D-dimer before performing CTPA only in patients with PE [14,240 (5140–31550)mcg/L, P=.007]. The mean changes from the baseline to the highest values before CTPA for patients with PE was 9406 (2917)mcg/L. In Table 1, we set out estimates of sensitivity, specificity, Positive Predicted Value (PPV), Negative Predicted Value (NPV), Positive Likelihood Ratio (LR+), and (LR−) values to predict the diagnosis of PE. D-dimer of 2000mcg/L resulted in the best cut-off point of sensitivity for patients with PE: sensitivity, 1.00; PPV, 0.60; specificity, 0.44; and, NPV, 1.00; LR−, 0. Using this threshold there were zero negative false cases; however, there were 18 (35%) positive false cases. By contrast, D-dimer of 30,000mcg/L or higher was the best threshold for the diagnosis of PE; sensitivity, 0.26; PPV, 0.75; specificity, 0.93; NPV, 0.61, and LR+, 3.78; but we found only 2 (3.8%) positive false cases at this cut-off. In addition, we found that a variation in D-dimer of 4000mcg/L or more from admission to the highest value before CPTA was predictive of PE with a sensitivity, 0.48; PPV, 0.79; specificity, 0.90; NPV, 0.68; LR+ 4.62, and LR− 0.58. This magnitude showed only 3 positive false cases. Among the subjects included in the study, only 2 deaths were confirmed to be caused by severe respiratory syndrome, with no evidence of PE.

Table 1.

Sensitivity, specificity, PPV, LR+, LR− and NPV with 95% confidence interval for highest levels of D-dimer (mcg/L) at different cut-off points for prediction pulmonary embolism in patients with COVID-19 during hospitalization.

D-dimer cut-off  Sensitivity  LR+  PPV  Specificity  LR−  NPV 
2000  1.00 (1.00–1.00)  1.79 (1.26–2.53)  0.60 (0.44–0.76)  0.44 (0.25–0.63)  0.00  1.00 (1.00–1.00) 
3000  0.90 (0.77–1.00)  1.88 (1.22–2.89)  0.60 (0.42–0.78)  0.52 (0.32–0.72)  0.19 (0.05–0.75)  0.87 (0.69–1.00) 
5000  0.76 (0.58–0.94)  1.90 (1.11–3.26)  0.62 (0.43–0.80)  0.60 (0.41–0.79)  0.40 (0.17–0.91)  0.75 (0.56–0.94) 
10,000  0.57 (0.36–0.78)  2.38 (1.08–5.25)  0.67 (0.45–0.88)  0.76 (0.59–0.93)  0.56 (0.32–0.99)  0.68 (0.51–0.85) 
15,000  0.48 (0.26–0.69)  2.98 (1.09–8.18)  0.71 (0.48–0.95)  0.84 (0.70–0.98)  0.62 (0.39–1.00)  0.66 (0.49–0.82) 
30,000  0.26 (0.08–0.44)  3.78 (0.84–17.02)  0.75 (0.45–1.00)  0.93 (0.84–1.00)  0.79 (0.58–1.00)  0.61 (0.47–0.76) 

Definition of abbreviations: LR+, positive likelihood ratio; LR−, negative likelihood ratio; PPV, positive predicted value; NPV, negative predicted value.

The current retrospective study identified that a D-dimer value of 2000 mcg/L was the best sensitivity cut-off point to rule out PE in patients with COVID-19 pneumonia. Besides, we recognized a D-dimer level of 30,000mcg/L as the best value of specificity to predict PE. Also, an increase of D-dimer of 4000mcg/L from admission to the highest determination during hospitalization was found to be the best value to detect PE.

To our knowledge, this is the first report with the aim to identify specific D-dimer cut-off values in patients with COVID-19 pneumonia to predict PE. Several studies have shown that the risk of thrombotic events increases with rising D-dimer concentration in acutely ill-hospitalized patients.4,8 A recent study has demonstrated that despite systematic thrombosis prophylaxis, the incidence of thrombotic complications (mainly PE) in ICU patients with COVID-19 infections is notably high.9

It has been stated that viral infections could lead to a prothrombotic state. Dengue virus has been stated to give rise to increased Interleukin-6 (IL-6), which in turn leads to an increase in Plasminogen activator inhibitor-1 (PAI-1)10 a decrease in tPA which leads to a pro-thrombotic state. Likewise, severe cases of COVID-19 and original SARS virus were associated with an increase IL-6 level (and other inflammatory markers),11 and elevated PAI-1 levels,12 respectively.

Our study presents several limitations: its retrospective nature and a sample size is small. These shortcomings are however counterbalanced by two strengths. First, the wide range of D-dimer values both at admission and during hospitalization, second, 40% incidence when PE is suspected suggests a considerable frequent occurrence.

In conclusion, D-dimer monitoring helps in the evaluation of PE in patients with COVID-19 pneumonia and they should be considered in the clinical management of these patients. Our study opens the venue to future multicenter studies with a larger sample size for adequate validation.

References
[1]
S.V. Konstantinides, G. Meyer, C. Becattini, H. Bueno, G.J. Geersing, V.P. Harjola, et al.
2019 ESC Guidelines for the diagnosis and management of acute pulmonary embolism developed in collaboration with the European Respiratory Society (ERS).
Eur Heart J, 41 (2020), pp. 543-603
[2]
M. Righini, A. Perrier, P. De Moerloose, H. Bounameaux.
D-Dimer for venous thromboembolism diagnosis: 20 years later.
J Thromb Haemost, 6 (2008), pp. 1059-1071
[3]
S.M. Pasha, F.A. Klok, J.D. Snoep, I.C. Mos, R.J. Goekoop, M.A. Rodger, et al.
Safety of excluding acute pulmonary embolism based on an unlikely clinical probability by the Wells rule and normal D-dimer concentration: a meta-analysis.
Thromb Res, 125 (2010), pp. e123-e127
[4]
A.T. Cohen, T.E. Spiro, A.C. Spyropoulos, Y.H. Desanctis, M. Homering, H.R. Buller, et al.
D-dimer as a predictor of venous thromboembolism in acutely ill, hospitalized patients: a subanalysis of the randomized controlled MAGELLAN trial.
J Thromb Haemost, 12 (2014), pp. 479-487
[5]
Spanish Health Ministery Guidelines. Action procedure against cases of infection with the new coronavirus (SARS-CoV-2).
[6]
A. Kollias, K.G. Kyriakoulis, E. Dimakakos, G. Poulakou, G.S. Stergiou, K. Syrigos.
Thromboembolic risk and anticoagulant therapy in COVID-19 patients: Emerging evidence and call for action.
[7]
D.G. Altman, J.M. Bland.
Diagnostic tests 2: predictive values.
[8]
R.D. Hull, S.M. Schellong, V.F. Tapson, M. Monreal, M.M. Samama, P. Nicol, et al.
Extended-duration venous thromboembolism prophylaxis in acutely ill medical patients with recently reduced mobility: a randomized trial.
[9]
F.A. Klok, M.J.H.A. Kruip, N.J.M. van der Meer, M.S. Arbous, Gommers DAMPJ, K.M. Kant, et al.
Incidence of thrombotic complications in critically ill ICU patients with COVID-19.
Thromb Res, (2020),
[10]
B.A. Wills, E.E. Oragui, A.C. Stephens, O.A. Daramola, N.M. Dung, H.T. Loan, et al.
Coagulation abnormalities in dengue hemorrhagic Fever: serial investigations in 167 Vietnamese children with Dengue shock syndrome.
Clin Infect Dis, 35 (2002), pp. 277-285
[11]
J. Gong, H. Dong, S.Q. Xia, Y.Z. Huang, D. Wang, Y. Zhao, et al.
Correlation analysis between disease severity and inflammation-related parameters in patients with COVID-19 pneumonia.
[12]
Z.H. Liu, R. Wei, Y.P. Wu, T. Lisman, Z.X. Wang, J.J. Han, et al.
Elevated plasma tissue-type plasminogen activator (t-PA) and soluble thrombomodulin in patients suffering from severe acute respiratory syndrome (SARS) as a possible index for prognosis and treatment strategy.
Biomed Environ Sci, 18 (2005), pp. 260-264
Copyright © 2020. SEPAR
Archivos de Bronconeumología

Subscribe to our newsletter

Article options
Tools

Are you a health professional able to prescribe or dispense drugs?