Table 1.
Category of biomarker | Measure | LoE supporting usefulness in COVID-19-related thrombosis | Summary of evidence supporting usefulness | Consensus recommendation | LoEa | ||
---|---|---|---|---|---|---|---|
Prognosis | Diagnosis | Management | |||||
Acute-phase proteins | C-reactive protein |
✓ LoE 1; large, prospective studies including meta-analyses |
⨯ |
✓ LoE 1 |
Significant data that levels of C-reactive protein are increased in patients with COVID-19 and are associated with disease severity, occurrence of VTE and mortality | Routine use to guide prognosis and disease severity assessment; also useful to assess risk of VTE | 1 |
IL-6 |
⨯ LoE 1 to guide prognosis but not for prediction of thrombosis |
⨯ | ⨯ | Several studies show that IL-6 levels are dramatically increased in patients with COVID-19 and are associated with disease severity and mortality | Useful to guide prognosis and disease severity assessment, including in addition to C-reactive protein measurement, but no convincing data that relate directly to thrombosis | 5 | |
d-dimer |
✓ LoE 1; large, prospective studies including meta-analyses showing a link to thrombosis |
✓ LoE 1; meta-analyses showing that d-dimer levels are higher in patients with VTE than in those without VTE |
⨯ LoE 3; conflicting data; largest prospective study showed a benefit of anticoagulation, regardless of d-dimer level, but magnitude of benefit was greater in patients with a higher d-dimer level |
Significant evidence available that d-dimer levels are elevated in patients with COVID-19 and are associated with disease severity and adverse outcomes, including mortality; various thresholds of d-dimer level have been used to guide anticoagulant management, but the benefit of this approach is uncertain | Routine use to guide prognosis and assessment of disease severity and risk of VTE | 1 | |
Management of anticoagulation on the basis of d-dimer levels is not currently recommended | 3 | ||||||
Markers of coagulation | Prothrombin |
⨯ Abnormal only in very severe disease |
⨯ |
✓ Useful only to assess anticoagulant effect |
Not useful as a marker of disease severity or prognosis | Routine measurement is not recommended on the basis of current evidence (except to assess anticoagulant effect, as needed) | 3 |
aPTT | ⨯ | ⨯ |
✓ Useful only to assess anticoagulant effect |
Not useful as a marker of disease severity or prognosis | Routine measurement is not recommended on the basis of current evidence (except to assess anticoagulant effect, as needed) | 3 | |
Anti-Xa | ⨯ | ⨯ |
✓ Clear potential for management of LMWH dose, but prospective study and validation needed |
Not useful as a marker of COVID-19 severity or prognosis | Routine measurement is not recommended on the basis of current evidence | 4 | |
Thrombin generation | ⨯ | ⨯ | ⨯ | Not useful as a marker of COVID-19 severity or prognosis; not useful to guide management | Routine measurement is not recommended on the basis of current evidence | 4 | |
Viscoelastic assays |
✓ LoE 3; some conflicting results, but preliminary data indicate that fibrin clot strength might be associated with prognosis, including thrombotic events |
⨯ |
⨯ Inadequate response, as indicated by prolonged reaction time, has been demonstrated with prophylactic anticoagulation, but no convincing data that tailored management can improve outcomes |
Elevated levels of platelet–fibrin clot strength, fibrinogen and fibrin clot strength in patients with COVID-19 compared with patients with pneumonia; preliminary data suggest the use of TEG to personalize antiplatelet or antithrombotic therapy to improve outcomes, but more data are needed before implementing in routine practice | Potential is evident, but insufficient evidence to recommend routine use | 3 | |
Markers of fibrinolysis | Viscoelastic assays |
✓ LoE 3; case–control studies, mainly in the ICU, showing that hypofibrinolysis is associated with thrombotic complications |
⨯ | ⨯ | Marked hypofibrinolysis documented in patients with COVID-19 in the ICU, but data from patients not in the ICU are limited; hypofibrinolysis detected by prolonged clot lysis time and increased maximum clot firmness is associated with thrombotic events and adverse prognosis; no data that this finding can help to guide management | Might be useful in critically ill patients to guide prognosis and predict the risk of thrombosis; potential is evident, but insufficient evidence to recommend routine use | 3 |
PAI-1, tPA, TAFI, thrombo-modulin |
⨯ Levels are associated with disease severity, but not with occurrence of thrombosis; mechanistic link to thrombosis |
⨯ | ⨯ | Elevated levels are associated with disease severity; PAI-1, tPA and thrombomodulin levels might be associated with thrombotic events and prognosis, but studies have so far been too small to draw definitive conclusions | Routine measurement is not recommended on the basis of current evidence | 5 | |
Markers of endothelial dysfunction | vWF and ratio of vWF antigen to ADAMTS13 |
⨯✓ LoE 3; abundant case–control studies showing usefulness to guide prognosis, but not to predict risk of thrombosis LoE 5; mechanistic link to thrombosis biomarkers |
⨯ | ⨯ | Increased levels of vWF antigen and activity and increased ratio of vWF antigen to ADAMTS13 reported in patients with COVID-19, which correlate with disease acuity and mortality; no data that these tests can help to guide management | Useful to guide prognosis, but not directly related to thrombotic events; not useful to guide management | 3 |
Extracellular vesicles | Extracellular vesicles |
✓ LoE 4; predictive of illness severity and a few case–control studies showing association with thrombosis; mechanistic link to thrombosis biomarkers |
⨯ | ⨯ | Various cut-offs used and various extracellular vesicles measured; upregulation of extracellular vesicle volume, mean particle size and extracellular vesicle tissue factor activity are all correlated with disease severity and thrombosis; no data that these markers can be used to diagnose thrombotic events or guide management | Potential is evident, but the markers are highly heterogeneous; measurement is not recommended on the basis of current evidence | 4 |
Novel soluble biomarkers | NETs |
✓ LoE 5; observational studies show an association with disease severity, but not with thrombotic events; NETs seen in tissue samples; mechanistic link to markers of thrombosis such as d-dimer |
⨯ | ⨯ | Potentially of use in detecting severe versus non-severe COVID-19, but not in predicting thrombotic risk; management according to NET parameters has not been examined | Measurement is not recommended on the basis of current evidence | 5 |
Complement factors |
⨯ Associated with disease severity but not with occurrence of thrombosis |
⨯ | ⨯ | Potentially of use in detecting severe COVID-19; longer-term prognostic utility unknown; management according to complement factor levels has not been examined | Measurement is not recommended on the basis of current evidence | 4–5 | |
ACE2 | ⨯ | ⨯ | ⨯ | Discrimination of COVID-19 severity not shown | Measurement is not recommended on the basis of current evidence | 5 | |
Calprotectin |
✓ LoE 3; retrospective, observational studies show an association with thrombosis and critical illness |
⨯ | ⨯ | Potentially of use in detecting severe COVID-19 and assessing the risk of thrombosis; management according to calprotectin levels has not been examined | Potential is evident, but prospective study and validation are needed; routine measurement is not recommended | 3 |
ACE2, angiotensin-converting enzyme 2; ADAMTS13, a disintegrin and metalloproteinase with thrombospondin motifs 13; aPTT, activated partial thromboplastin time; COVID-19, coronavirus disease 2019; ICU, intensive care unit; LMWH, low-molecular-weight heparin; LoE, level of evidence; NET, neutrophil extracellular trap; PAI-1, plasminogen activator inhibitor 1; TAFI, thrombin-activatable fibrinolysis inhibitor; TEG, thromboelastography; tPA, tissue plasminogen activator; VTE, venous thromboembolism; vWF, von Willebrand factor. aThe level of evidence to support measurement as a biomarker of thrombosis is based on the scoring system of the Oxford Centre for Evidence-Based Medicine Levels of Evidence 2 (ref.25).