key: cord-0850638-ep9cogzb authors: Ehrman, Robert R; Collins, Jonathan; Harrison, Nicholas title: Prevalence of Pulmonary Embolism in ED patients with Suspected COVID‐19: The Truth Remains Unknown date: 2020-09-23 journal: Acad Emerg Med DOI: 10.1111/acem.14137 sha: 8106038767717a287e39143092555a7b5eeb83f2 doc_id: 850638 cord_uid: ep9cogzb A strong association between PE and patients hospitalized with COVID‐19 (15.3% overall range 0‐35%) has been reported, but the prevalence in ED patients remains unknown. The contribution of traditional risk factors is likewise unclear. While Freund et al. attempted to answer to this question, we have methodologic concerns we feel require attention before emergency physicians proceed as if COVID‐19 does not increase risk of PE. contribution of traditional risk factors is likewise unclear 2 . While Freund et al. 3 attempted to answer to this question, we have methodologic concerns we feel require attention before emergency physicians proceed as if COVID-19 does not increase risk of PE. First, attempting to establish disease prevalence when only those tested for disease are included can lead to erroneous estimates of prevalence, an epidemiological pitfall known as the "referral filter" 4 . Prevalence may be over or underestimated, depending on the similarity between the tested and non-tested groups. No data about patient volume or characteristics are provided by Freund et al. for the non-tested group, and thus readers cannot understand the potential impact of selection bias-a critical limitation preventing application of these data to other populations 5 . The referral filter tends to suppress missed cases of disease 6 , so the rate of PE observed in this retrospective study may simply relate to the type of patients in whom CTPAs were ordered. The pandemic nature of COVID-19 may have deterred minimally symptomatic patients from visiting the ED, potentially inflating PE prevalence. Alternatively, given the rise in out-of-hospital cardiac arrest in COVID-19 hotspots 7 , patients with PE and COVID-19 may have died before seeking care, thereby decreasing PE prevalence. Furthermore, Accepted Article knowledge of CTPA usage and PE prevalence in non-pandemic time periods would be useful as significant differences from the study period would suggest additional confounding. Second, the study period encompasses the early pandemic, when little was known about the disease and diagnostic and treatment strategies changed rapidly. The authors adjust for this by including a "week" variable in their regression model. While they report no effect therefrom, data for weekly PE incidence is not presented, the effect size the study would have power to detect in terms of per-week PE incidence is not discussed, and no attempt is made to control for the number of patients "at risk" during the study period (e.g., CTPAs/1000 visits). Taken together, we believe that these factors preclude exclusion of study week as a potential confounder and that changes in diagnostic approach likely influenced reported PE prevalence. Despite the authors' statements to the contrary, at least 9 papers exploring COVID-19associated coagulopathy and increased thrombotic burden were published before the study period concluded [8] [9] [10] [11] [12] [13] [14] [15] [16] . Therefore we suspect that increased awareness of COVID-19-associated coagulopathy lead to greater use of CTPA and thus a biased estimate of PE prevalence in this study. Freund et al. have undertaken a task of great import, as determination of the association of PE and COVID-19 in ED patients affects diagnostic and therapeutic interventions. While the study has a litany of strengths, we feel there are key limitations in recruitment and analysis that cast substantial doubt on the finding of equal PE prevalence between groups. As such, we believe that prudence requires continued consideration of COVID-19 as risk factor for PE until a methodologically rigorous epidemiological study can be performed. Liao SC, Shao SC, Chen YT, Chen YC, Hung MJ. Incidence and mortality of pulmonary embolism in COVID-19: a systematic review and meta-analysis. Critical care (London, England) 2020;24:464. Pulmonary embolism in COVID-19 patients: a French multicentre cohort study Association between Pulmonary Embolism and COVID-19 in ED patients Undergoing CTPA: the PEPCOV international retrospective study Diagnostic test accuracy may vary with prevalence: implications for evidence-based diagnosis Selection Mechanisms and Their Consequences: Understanding and Addressing Selection Bias Recognising Bias in Studies of Diagnostic Tests Part 1: Patient Selection. Emergency medicine journal Characteristics Associated With Out-of-Hospital Cardiac Arrests and Resuscitations During the Novel Coronavirus Disease COVID-19 pneumonia with hemoptysis: Acute segmental pulmonary emboli associated with novel coronavirus infection Journal of clinical virology : the official publication of the Pan American Society for Disseminated intravascular coagulation in patients with 2019-nCoV pneumonia Deep Vein Thrombosis and Pulmonary Embolism: Two Complications of COVID-19 Pneumonia? Accepted Article This article is protected by copyright. All rights reserved 12 Anticoagulant treatment is associated with decreased mortality in severe coronavirus disease 2019 patients with coagulopathy Abnormal coagulation parameters are associated with poor prognosis in patients with novel coronavirus pneumonia Difference of coagulation features between severe pneumonia induced by SARS-CoV2 and non-SARS-CoV2 Antiphospholipid Antibodies in Patients with Covid-19. The New England journal of medicine 2020