Estimating incidence of venous thromboembolism in COVID-19: Methodological considerations
- PMID: 35992195
- PMCID: PMC9376932
- DOI: 10.1002/rth2.12776
Estimating incidence of venous thromboembolism in COVID-19: Methodological considerations
Abstract
Background: Coagulation abnormalities and coagulopathy are recognized as consequences of severe acute respiratory syndrome coronavirus 2 infection and the resulting coronavirus disease 2019 (COVID-19). Specifically, venous thromboembolism (VTE) has been reported as a frequent complication. By May 27, 2021, at least 93 original studies and 25 meta-analyses investigating VTE incidence in patients with COVID-19 had been published, showing large heterogeneity in reported VTE incidence ranging from 0% to 85%. This large variation complicates interpretation of individual study results as well as comparisons across studies, for example, to investigate changes in incidence over time, compare subgroups, and perform meta-analyses.
Objectives: This study sets out to provide an overview of sources of heterogeneity in VTE incidence studies in patients with COVID-19, illustrated using examples.
Methods: The original studies of three meta-analyses were screened and a list of sources of heterogeneity that may explain observed heterogeneity across studies was composed.
Results: The sources of heterogeneity in VTE incidence were classified as clinical sources and methodologic sources. Clinical sources of heterogeneity include differences between studies regarding patient characteristics that affect baseline VTE risk and protocols used for VTE testing. Methodologic sources of heterogeneity include differences in VTE inclusion types, data quality, and the methods used for data analysis.
Conclusions: To appreciate reported estimates of VTE incidence in patients with COVID-19 in relation to its etiology, prevention, and treatment, researchers should unambiguously report about possible clinical and methodological sources of heterogeneity in those estimates. This article provides suggestions for that.
Keywords: COVID‐19; SARS‐CoV‐2; incidence; meta‐analysis; venous thromboembolism.
© 2022 The Authors. Research and Practice in Thrombosis and Haemostasis published by Wiley Periodicals LLC on behalf of International Society on Thrombosis and Haemostasis (ISTH).
Figures


Similar articles
-
Exploring heterogeneity in reported venous thromboembolism risk in COVID-19 and comparison to other viral pneumonias: a systematic review and meta-regression.Res Pract Thromb Haemost. 2023 Jul 13;7(5):102146. doi: 10.1016/j.rpth.2023.102146. eCollection 2023 Jul. Res Pract Thromb Haemost. 2023. PMID: 37663366 Free PMC article.
-
Incidence of VTE and Bleeding Among Hospitalized Patients With Coronavirus Disease 2019: A Systematic Review and Meta-analysis.Chest. 2021 Mar;159(3):1182-1196. doi: 10.1016/j.chest.2020.11.005. Epub 2020 Nov 17. Chest. 2021. PMID: 33217420 Free PMC article.
-
Venous thromboembolism in patients with COVID-19: Systematic review and meta-analysis.Thromb Res. 2020 Dec;196:67-74. doi: 10.1016/j.thromres.2020.08.020. Epub 2020 Aug 12. Thromb Res. 2020. PMID: 32853978 Free PMC article.
-
Incidence of venous thromboembolism in coronavirus disease 2019: An experience from a single large academic center.J Vasc Surg Venous Lymphat Disord. 2021 May;9(3):585-591.e2. doi: 10.1016/j.jvsv.2020.09.006. Epub 2020 Oct 5. J Vasc Surg Venous Lymphat Disord. 2021. PMID: 32979557 Free PMC article.
-
A systematic review and meta-analysis of incidence, prognosis, and laboratory indicators of venous thromboembolism in hospitalized patients with coronavirus disease 2019.J Vasc Surg Venous Lymphat Disord. 2021 Sep;9(5):1099-1111.e6. doi: 10.1016/j.jvsv.2021.01.012. Epub 2021 Jan 30. J Vasc Surg Venous Lymphat Disord. 2021. PMID: 33529719 Free PMC article.
Cited by
-
Cerebromicrovascular mechanisms contributing to long COVID: implications for neurocognitive health.Geroscience. 2025 Feb;47(1):745-779. doi: 10.1007/s11357-024-01487-4. Epub 2025 Jan 7. Geroscience. 2025. PMID: 39777702 Free PMC article. Review.
-
Exploration of the plasma proteomic profile of patients at risk of thromboembolic events.Res Pract Thromb Haemost. 2025 Feb 28;9(2):102713. doi: 10.1016/j.rpth.2025.102713. eCollection 2025 Feb. Res Pract Thromb Haemost. 2025. PMID: 40224277 Free PMC article.
-
Does COVID-19 vaccination protect against pulmonary embolism?J Anesth Analg Crit Care. 2023 May 30;3:14. doi: 10.1186/s44158-023-00097-4. eCollection 2023. J Anesth Analg Crit Care. 2023. PMID: 37274017 Free PMC article.
-
Risk Factors for Postdischarge Major Thromboembolism and Mortality in Hospitalized Patients with COVID-19 with Cardiovascular Comorbidities: Insights from the CORE-19 Registry.Thromb Haemost. 2023 Nov;123(11):1089-1099. doi: 10.1055/a-2087-3003. Epub 2023 May 5. Thromb Haemost. 2023. PMID: 37146648 Free PMC article.
References
LinkOut - more resources
Full Text Sources
Miscellaneous