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Ozyurt S, Ozcelik N, Senturk Topaloglu E, Kotan A, Gumus A, Sahin U. Syncope in Pulmonary Thromboembolism: A Cross-Sectional Analysis of Risk Factors and the Prognostic Value of Syncope. J Clin Med 2025; 14:2501. [PMID: 40217950 PMCID: PMC11989549 DOI: 10.3390/jcm14072501] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/03/2025] [Revised: 03/19/2025] [Accepted: 03/30/2025] [Indexed: 04/14/2025] Open
Abstract
Background/Objectives: This study investigated the frequency of syncope, factors associated with syncope, and the relationship between syncope and mortality in patients with pulmonary thromboembolism (PTE). Methods: This study was planned as single-center retrospective and cross-sectional research. The PTE diagnosis was confirmed by partial or complete filling defects in at least one branch of the pulmonary circulation seen on pulmonary spiral computed tomography angiography. Patients' demographic data, symptoms, location of pulmonary embolism, Simplified Pulmonary Embolism Severity Index (sPESI) risk group, European Society of Cardiology (ESC) risk group, in-hospital mortality rate, and 30-day mortality rate were recorded. The presence of syncope and associated factors as well as the relationship between syncope and mortality were investigated. Results: This study included 589 consecutive patients diagnosed with PTE. The mean age was 70 ± 15 years, and 58.7% of the patients were women. Syncope was detected in 12.4% of the patients. Female sex, pulse rate, thrombosis in the main pulmonary artery, and right ventricular dysfunction on an echocardiogram were more prevalent in the syncope group. In-hospital mortality was 2.1 times higher in the syncope group. Elevated troponin levels increased the occurrence of syncope by 4.9-fold, whereas the presence of thrombosis in the main pulmonary artery and signs of right ventricular failure increased syncope occurrence by 4.3- and 3.1-fold, respectively. Conclusions: In the presence of syncope, patients with pulmonary thromboembolism, embolism in the main pulmonary arteries, high troponin values, right heart failure, and a high sPESI risk group should be carefully assessed and closely monitored for mortality, and reperfusion therapy should be considered as necessary.
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Affiliation(s)
- Songul Ozyurt
- Department of Chest Diseases, Faculty of Medicine, Recep Tayyip Erdogan University, Rize 53100, Turkey; (S.O.); (N.O.); (A.G.); (U.S.)
| | - Neslihan Ozcelik
- Department of Chest Diseases, Faculty of Medicine, Recep Tayyip Erdogan University, Rize 53100, Turkey; (S.O.); (N.O.); (A.G.); (U.S.)
| | - Elvan Senturk Topaloglu
- Department of Chest Diseases, Faculty of Medicine, Recep Tayyip Erdogan University, Rize 53100, Turkey; (S.O.); (N.O.); (A.G.); (U.S.)
| | - Abdurrahman Kotan
- Department of Chest Diseases, Erzurum Regional Training and Research Hospital, Erzurum 25100, Turkey;
| | - Aziz Gumus
- Department of Chest Diseases, Faculty of Medicine, Recep Tayyip Erdogan University, Rize 53100, Turkey; (S.O.); (N.O.); (A.G.); (U.S.)
| | - Unal Sahin
- Department of Chest Diseases, Faculty of Medicine, Recep Tayyip Erdogan University, Rize 53100, Turkey; (S.O.); (N.O.); (A.G.); (U.S.)
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Bukhari SMA, Hunter JG, Bera K, Tippareddy C, Johnson CR, Ravi S, Chakraborti S, Gilkeson RC, Gupta A. Clinical and imaging aspects of pulmonary embolism: a primer for radiologists. Clin Imaging 2025; 117:110328. [PMID: 39520730 DOI: 10.1016/j.clinimag.2024.110328] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/19/2024] [Revised: 10/09/2024] [Accepted: 10/11/2024] [Indexed: 11/16/2024]
Abstract
Although many advancements have been made in imaging modalities that can be used to diagnose pulmonary embolism (PE), computed tomography pulmonary angiography (CTPA) is still the preferred gold standard for promptly diagnosing pulmonary embolism by looking for filling defects caused by the embolus lodged within the main pulmonary artery or its respective branches. The diagnosis is made by the radiologists in emergency settings where quick detection of a PE on CTPA helps the Pulmonary Embolism Response Team (PERT) in quick management. Thus, utmost care is needed to follow standard image acquisition protocols and optimal contrast administration techniques to achieve a contrast opacification of at least 210 Hounsfield units for the radiologists to easily pinpoint an embolus within the pulmonary arteries. Even following proper CTPA scan acquisition guidelines, a CTPA image is prone to several artifacts that can be mistaken for a PE, resulting in a false positive read. In addition to this, many incidental findings, that can be the etiology of chest pain in a PE-suspected patient, are often overlooked by emergency radiologists who try to be as quick as possible in their read so that timely management of PE can be ensued. Taking this into account, our review paper provides the audience with a comprehensive understanding of the clinical aspects of pulmonary embolism and the imaging modalities used for PE detection. The main focus is on CTPA, its acquisition protocols, and the various incidental findings and artifacts to look for while interpreting a CTPA scan. PRéCIS: Beyond the filling defects, a CTPA scan should also be assessed by the radiologists for any incidental findings while keeping in mind several associated pitfalls and artifacts of CTPA.
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Affiliation(s)
| | - Joshua G Hunter
- Case Western Reserve University School of Medicine, United States of America.
| | - Kaustav Bera
- University Hospitals Cleveland Medical Center, United States of America.
| | - Charit Tippareddy
- University Hospitals Cleveland Medical Center, United States of America.
| | - Cody Reid Johnson
- University Hospitals Cleveland Medical Center, United States of America.
| | - Shweta Ravi
- University Hospitals Cleveland Medical Center, United States of America.
| | | | | | - Amit Gupta
- University Hospitals Cleveland Medical Center, United States of America.
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Kirkbride RR, Aviram G, Heidinger BH, Liberman Y, Libauske A, Liubauskas R, Tridente DM, Brook A, DaBreo DC, Monteiro Filho AC, Carroll BJ, Matos JD, McCormick IC, Manning WJ, Litmanovich DE. Adjusting Atrial Size Parameters for Body Surface Area: Does it Affect the Association With Pulmonary Embolism-related Adverse Events? J Thorac Imaging 2024; 39:208-216. [PMID: 38635472 DOI: 10.1097/rti.0000000000000781] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 04/20/2024]
Abstract
PURPOSE Small left atrial (LA) volume was recently reported to be one of the best predictors of acute pulmonary embolism (PE)-related adverse events (AE). There is currently no data available regarding the impact that body surface area (BSA)-indexing of atrial measurements has on the association with PE-related adverse events. Our aim is to assess the impact of indexing atrial measurements to BSA on the association between computed tomography (CT) atrial measurements and AE. MATERIALS AND METHODS Retrospective study (IRB: 2015P000425). A database of hospitalized patients with acute PE diagnosed on CT pulmonary angiography (CTPA) between May 2007 and December 2014 was reviewed. Right and left atrial volume, largest axial area, and axial diameters were measured. Patients undergo both echocardiographies (from which the BSA was extracted) and CTPAs within 48 hours of the procedure. The patient's body weight was measured during each admission. LA measurements were correlated to AE (defined as the need for advanced therapy or PE-related mortality at 30 days) before and after indexing for BSA. The area under the ROC curve was calculated to determine the predictive value of the atrial measurements in predicting AE. RESULTS The study included 490 acute PE patients; 62 (12.7%) had AE. There was a significant association of reduced BSA-indexed and non-indexed LA volume (both <0.001), area (<0.001 and 0.001, respectively), and short-axis diameters (both <0.001), and their respective RA/LA ratios (all <0.001) with AE. The AUC values were similar for BSA-indexed and non-indexed LA volume, diameters, and area with LA volume measurements being the best predictor of adverse outcomes (BSA-indexed AUC=0.68 and non-indexed AUC=0.66), followed by non-indexed LA short-axis diameter (indexed AUC=0.65, non-indexed AUC=0.64), and LA area (indexed AUC=0.64, non-indexed AUC=0.63). CONCLUSION Adjusting for BSA does not substantially affect the predictive ability of atrial measurements on 30-day PE-related adverse events, and therefore, this adjustment is not necessary in clinical practice. While LA volume is the better predictor of AE, LA short-axis diameter has a similar predictive value and is more practical to perform clinically.
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Affiliation(s)
- Rachael R Kirkbride
- Department of Radiology, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, MA
| | - Galit Aviram
- Department of Cardiothoracic Imaging, Tel-Aviv Medical Center, Tel-Aviv University, Israel
| | - Benedikt H Heidinger
- Department of Radiology, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, MA
- Department of Biomedical Imaging and Image-guided Therapy, Vienna General Hospital, Medical University of Vienna, Vienna, Austria
| | - Yuval Liberman
- Department of Radiology, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, MA
| | - Aurelija Libauske
- Department of Radiology, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, MA
| | - Rokas Liubauskas
- Department of Radiology, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, MA
| | - Daniela M Tridente
- Department of Radiology, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, MA
| | - Alexander Brook
- Department of Radiology, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, MA
| | - Dominique C DaBreo
- Department of Radiology, Cardiothoracic Radiology, Queen's University, Kingston, Ontario, Canada
| | - Antonio C Monteiro Filho
- Department of Radiology, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, MA
| | - Brett J Carroll
- Department of Medicine (Cardiovascular Division), Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, MA
| | - Jason D Matos
- Department of Medicine (Cardiovascular Division), Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, MA
| | - Ian C McCormick
- Department of Medicine (Cardiovascular Division), Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, MA
| | - Warren J Manning
- Department of Radiology, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, MA
- Department of Medicine (Cardiovascular Division), Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, MA
| | - Diana E Litmanovich
- Department of Radiology, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, MA
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Dong R, Liang Y, Ni M, Wang D, Zhang J, Dun Z. Electrocardiogram Parameters Associated With the Diagnosis of Pulmonary Hypertension in High-Altitude Tibetan Populations: A Retrospective Single-Centre Study. Heart Lung Circ 2024; 33:240-250. [PMID: 38177015 DOI: 10.1016/j.hlc.2023.10.020] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/24/2022] [Revised: 10/23/2023] [Accepted: 10/28/2023] [Indexed: 01/06/2024]
Abstract
BACKGROUND Electrocardiogram (ECG) is a commonly used diagnostic method for pulmonary hypertension (PH) in Tibetan areas, but its sensitivity and specificity are not good enough. This study aimed to investigate the ECG parameters associated with the diagnosis of PH in Tibetan areas. METHODS Ninety-four PH patients of Tibetan ethnicity who were treated at the hospital between March 2019 and October 2020, and 52 Tibetan individuals as controls, were included. The ECG parameters were compared between groups. Multivariate logistic analysis was performed to identify the ECG parameters that can be used for the diagnosis of PH. The univariate significances of ECG parameters were included in the multivariate analyses, whereas those exhibiting opposite trends between different PH subtypes were excluded. RESULTS Two ECG parameters were significant in multivariate analysis. The final model included S wave amplitude in lead V3 (OR 5.81; 95% CI 2.79-12.11; p<0.001) and a negative T wave in leads V1-V3 (OR 0.05; 95% CI 0.01-0.41; p=0.005). The ROC curve analysis on the final model yielded an AUC of 0.830 (95% CI 0.766-0.894; p<0.001), indicating good diagnostic performance. A nomogram for diagnosis of PH was also established using S wave amplitude in lead V3 and a negative T wave in leads V1-V3. CONCLUSION The ECG parameters S wave amplitude in lead V3 and a negative T wave in leads V1-V3 were independent factors associated with the diagnosis of PH in high-altitude Tibetan populations.
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Affiliation(s)
- Ruimin Dong
- Department of Cardiology, the Third Affiliated Hospital of Sun Yat-sen University, Guangzhou, China.
| | - Yu'en Liang
- Electrocardiogram Room, the Third Affiliated Hospital of Sun Yat-sen University, Guangzhou, China
| | - Ma Ni
- Electrocardiogram Room, Chaya County People's Hospital, Changdu, Tibet, China
| | - Dengdi Wang
- Electrocardiogram Room, Chaya County People's Hospital, Changdu, Tibet, China
| | - Juan Zhang
- Department of Internal Medicine, Chaya County People's Hospital, Changdu, Tibet, China
| | - Zhu Dun
- Department of Surgery, Chaya County People's Hospital, Changdu, Tibet, China.
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Bejjani A, Khairani CD, Piazza G. Right Ventricular Recovery: Early and Late Changes after Acute PE Diagnosis. Semin Thromb Hemost 2023; 49:797-808. [PMID: 35777420 DOI: 10.1055/s-0042-1750025] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/17/2022]
Abstract
Right ventricular (RV) failure is a critical cause of morbidity and mortality in patients presenting with pulmonary embolism (PE). The presentation of RV failure is based on the combination of clinical findings, laboratory abnormalities, and imaging evidence. An improved understanding of the pathophysiology of RV dysfunction following PE has given rise to more accurate risk stratification and broader therapeutic approaches. A subset of patients with PE develop chronic RV dysfunction with or without pulmonary hypertension. In this review, we focus on the impact of PE on the RV and its implications for risk stratification, prognosis, acute management, and long-term therapy.
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Affiliation(s)
- Antoine Bejjani
- Division of Cardiovascular Medicine, Department of Medicine, Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts
| | - Candrika D Khairani
- Division of Cardiovascular Medicine, Department of Medicine, Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts
| | - Gregory Piazza
- Division of Cardiovascular Medicine, Department of Medicine, Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts
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Carroll BJ, Larnard EA, Pinto DS, Giri J, Secemsky EA. Percutaneous Management of High-Risk Pulmonary Embolism. Circ Cardiovasc Interv 2023; 16:e012166. [PMID: 36744463 DOI: 10.1161/circinterventions.122.012166] [Citation(s) in RCA: 17] [Impact Index Per Article: 8.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/10/2022] [Accepted: 01/04/2023] [Indexed: 02/07/2023]
Abstract
Acute pulmonary embolism (PE) leads to an abrupt increase in pulmonary vascular resistance and right ventricular afterload, and when significant enough, can result in hemodynamic instability. High-risk PE is a dire cardiovascular emergency and portends a poor prognosis. Traditional therapeutic options to rapidly reduce thrombus burden like systemic thrombolysis and surgical pulmonary endarterectomy have limitations, both with regards to appropriate candidates and efficacy, and have limited data demonstrating their benefit in high-risk PE. There are growing percutaneous treatment options for acute PE that include both localized thrombolysis and mechanical embolectomy. Data for such therapies with high-risk PE are currently limited. However, given the limitations, there is an opportunity to improve outcomes, with percutaneous treatments options offering new mechanisms for clot reduction with a possible improved safety profile compared with systemic thrombolysis. Additionally, mechanical circulatory support options allow for complementary treatment for patients with persistent instability, allowing for a bridge to more definitive treatment options. As more data develop, a shift toward a percutaneous approach with mechanical circulatory support may become a preferred option for the management of high-risk PE at tertiary care centers.
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Affiliation(s)
- Brett J Carroll
- Division of Cardiovascular Medicine (B.J.C., E.A.L., D.S.P., E.A.S.), Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, MA
- Smith Center for Outcomes Research in Cardiology (B.J.C., J.G., E.A.S.), Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, MA
| | - Emily A Larnard
- Division of Cardiovascular Medicine (B.J.C., E.A.L., D.S.P., E.A.S.), Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, MA
| | - Duane S Pinto
- Division of Cardiovascular Medicine (B.J.C., E.A.L., D.S.P., E.A.S.), Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, MA
| | - Jay Giri
- Smith Center for Outcomes Research in Cardiology (B.J.C., J.G., E.A.S.), Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, MA
| | - Eric A Secemsky
- Division of Cardiovascular Medicine (B.J.C., E.A.L., D.S.P., E.A.S.), Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, MA
- Smith Center for Outcomes Research in Cardiology (B.J.C., J.G., E.A.S.), Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, MA
- Penn Cardiovascular Outcomes, Quality, & Evaluative Research Center, Cardiovascular Medicine Division, Department of Medicine, University of Pennsylvania, Philadelphia (E.A.S.)
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Su H, Shou Y, Fu Y, Zhao D, Heidari AA, Han Z, Wu P, Chen H, Chen Y. A new machine learning model for predicting severity prognosis in patients with pulmonary embolism: Study protocol from Wenzhou, China. Front Neuroinform 2022; 16:1052868. [PMID: 36590908 PMCID: PMC9802582 DOI: 10.3389/fninf.2022.1052868] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/24/2022] [Accepted: 11/28/2022] [Indexed: 12/23/2022] Open
Abstract
INTRODUCTION Pulmonary embolism (PE) is a common thrombotic disease and potentially deadly cardiovascular disorder. The ratio of clinical misdiagnosis and missed diagnosis of PE is very large because patients with PE are asymptomatic or non-specific. METHODS Using the clinical data from the First Affiliated Hospital of Wenzhou Medical University (Wenzhou, China), we proposed a swarm intelligence algorithm-based kernel extreme learning machine model (SSACS-KELM) to recognize and discriminate the severity of the PE by patient's basic information and serum biomarkers. First, an enhanced method (SSACS) is presented by combining the salp swarm algorithm (SSA) with the cuckoo search (CS). Then, the SSACS algorithm is introduced into the KELM classifier to propose the SSACS-KELM model to improve the accuracy and stability of the traditional classifier. RESULTS In the experiments, the benchmark optimization performance of SSACS is confirmed by comparing SSACS with five original classical methods and five high-performance improved algorithms through benchmark function experiments. Then, the overall adaptability and accuracy of the SSACS-KELM model are tested using eight public data sets. Further, to highlight the superiority of SSACS-KELM on PE datasets, this paper conducts comparison experiments with other classical classifiers, swarm intelligence algorithms, and feature selection approaches. DISCUSSION The experimental results show that high D-dimer concentration, hypoalbuminemia, and other indicators are important for the diagnosis of PE. The classification results showed that the accuracy of the prediction model was 99.33%. It is expected to be a new and accurate method to distinguish the severity of PE.
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Affiliation(s)
- Hang Su
- College of Computer Science and Technology, Changchun Normal University, Changchun, Jilin, China
| | - Yeqi Shou
- Department of Pulmonary and Critical Care Medicine, The First Affiliated Hospital of Wenzhou Medical University, Wenzhou, China
| | - Yujie Fu
- Department of Pulmonary and Critical Care Medicine, The First Affiliated Hospital of Wenzhou Medical University, Wenzhou, China
| | - Dong Zhao
- College of Computer Science and Technology, Changchun Normal University, Changchun, Jilin, China
| | - Ali Asghar Heidari
- School of Surveying and Geospatial Engineering, College of Engineering, University of Tehran, Tehran, Iran
| | - Zhengyuan Han
- Department of Pulmonary and Critical Care Medicine, The First Affiliated Hospital of Wenzhou Medical University, Wenzhou, China
| | - Peiliang Wu
- Department of Pulmonary and Critical Care Medicine, The First Affiliated Hospital of Wenzhou Medical University, Wenzhou, China
| | - Huiling Chen
- College of Computer Science and Artificial Intelligence, Wenzhou University, Wenzhou, Zhejiang, China
| | - Yanfan Chen
- Department of Pulmonary and Critical Care Medicine, The First Affiliated Hospital of Wenzhou Medical University, Wenzhou, China
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Chamtouri I, Kaddoussi R, Abroug H, Abdelaaly M, Lassoued T, Fahem N, Cheikh'Hmad S, Ben Abdallah A, Jomaa W, Ben Hamda K, Maatouk F. Mid-term subclinical myocardial injury detection in patients who recovered from COVID-19 according to pulmonary lesion severity. Front Cardiovasc Med 2022; 9:950334. [DOI: 10.3389/fcvm.2022.950334] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/22/2022] [Accepted: 08/11/2022] [Indexed: 11/13/2022] Open
Abstract
BackgroundSevere acute respiratory syndrome coronavirus 2 (SARS-CoV 2) may cause damage to the cardiovascular system during the acute phase of the infection. However, recent studies reported mid- to long-term subtle cardiac injuries after recovering from acute coronavirus disease 2019 (COVID-19). This study aimed to determine the relationship between the severity of chest computed tomography (CT) lesions and the persistence of subtle myocardial injuries at mid-term follow-up of patients who recovered from COVID-19 infection.MethodsAll patients with COVID-19 were enrolled prospectively in this study. Sensitive troponin T (hsTnT) and chest CT scans were performed on all patients during the acute phase of COVID-19 infection. At the mid-term follow-up, conventional transthoracic echocardiograph and global longitudinal strain (GLS) of the left and right ventricles (LV and RV) were determined and compared between patients with chest CT scan lesions of < 50% (Group 1) and those with severe chest CT scan lesions of greater or equal to 50% (Group 2).ResultsThe mean age was 55 ± 14 years. Both LV GLS and RV GLS values were significantly decreased in group 2 (p = 0.013 and p = 0.011, respectively). LV GLS value of more than −18 was noted in 43% of all the patients, and an RV GLS value of more than −20 was observed in 48% of them. The group with severe chest CT scan lesions included more patients with reduced LV GLS and reduced RV GLS than the group with mild chest CT scan lesions [(G1:29 vs. G2:57%, p = 0.002) and (G1:36 vs. G2:60 %, p = 0.009), respectively].ConclusionPatients with severe chest CT scan lesions are more likely to develop subclinical myocardial damage. Transthoracic echocardiography (TTE) could be recommended in patients recovering from COVID-19 to detect subtle LV and RV lesions.
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Keskin B, Tokgöz HC, Akbal ÖY, Hakgör A, Karagöz A, Kültürsay B, Tanyeri S, Külahçıoğlu S, Halil Tanboğa İ, Özdemir N, Kaymaz C. Clinical, imaging and hemodynamic correlates and prognostic impact of syncope in acute pulmonary embolism: A single-center study. TURK GOGUS KALP DAMAR CERRAHISI DERGISI 2022; 30:317-326. [PMID: 36303697 PMCID: PMC9580286 DOI: 10.5606/tgkdc.dergisi.2022.22798] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 09/27/2021] [Accepted: 01/28/2022] [Indexed: 06/16/2023]
Abstract
BACKGROUND We aimed to determine the clinical, echocardiographic and hemodynamic correlates of syncope as a presenting symptom in pulmonary embolism and its impact on in-hospital and long-term outcomes. METHODS Between July 2012 and October 2019, a total of 641 patients with PE (277 males, 364 females; median age: 65 years; range, 51 to 74 years) in whom the diagnostic work-up and risk-based management were performed according to the current pulmonary embolism guidelines were retrospectively analyzed. Clinical, laboratory and imaging data of the patients were obtained from hospital database system. RESULTS Syncope was noted in 193 (30.2%) of patients on admission, and was associated with a significantly higher-risk status manifested by elevated troponin and D-dimer levels, a higher Pulmonary Embolism Severity Index scores, deterioration of right-to-left ventricular diameter ratio, right ventricular longitudinal contraction measures, the higher Qanadli score, and higher rates of thrombolytic therapies (p<0.001) and rheolytic-thrombectomy (p=0.037) therapies. In-hospital mortality (p=0.007) and minor bleeding (p<0.001) were significantly higher in syncope subgroup. Multivariate logistic regression analysis showed that higher Pulmonary Embolism Severity Index scores and right-to-left ventricular diameter ratio were independently associated with syncope, while aging and increased heart rate predicted in-hospital mortality. Malignancy and right-to-left ventricular diameter ratio at discharge, but not syncope, were independent predictors of cumulative mortality during follow-up. CONCLUSION Syncope as the presenting symptom is associated with a higher risk due to more severe obstructive pressure load and right ventricular dysfunction requiring more proactive strategies in patients with pulmonary embolism. However, with appropriate risk-based therapies, neither in-hospital mortality nor long-term mortality can be predicted by syncope.
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Affiliation(s)
- Berhan Keskin
- Department of Cardiology, University of Health Sciences, Kartal Koşuyolu High Specialization Training and Research Hospital, Istanbul, Türkiye
| | - Hacer Ceren Tokgöz
- Department of Cardiology, University of Health Sciences, Kartal Koşuyolu High Specialization Training and Research Hospital, Istanbul, Türkiye
| | - Özgür Yaşar Akbal
- Department of Cardiology, University of Health Sciences, Kartal Koşuyolu High Specialization Training and Research Hospital, Istanbul, Türkiye
| | - Aykun Hakgör
- Department of Cardiology, Medipol Mega University Hospital, Istanbul, Türkiye
| | - Ali Karagöz
- Department of Cardiology, University of Health Sciences, Kartal Koşuyolu High Specialization Training and Research Hospital, Istanbul, Türkiye
| | - Barkın Kültürsay
- Department of Cardiology, University of Health Sciences, Kartal Koşuyolu High Specialization Training and Research Hospital, Istanbul, Türkiye
| | - Seda Tanyeri
- Department of Cardiology, University of Health Sciences, Kartal Koşuyolu High Specialization Training and Research Hospital, Istanbul, Türkiye
| | - Seyhmuş Külahçıoğlu
- Department of Cardiology, University of Health Sciences, Kartal Koşuyolu High Specialization Training and Research Hospital, Istanbul, Türkiye
| | | | - Nihal Özdemir
- Department of Cardiology, University of Health Sciences, Kartal Koşuyolu High Specialization Training and Research Hospital, Istanbul, Türkiye
| | - Cihangir Kaymaz
- Department of Cardiology, University of Health Sciences, Kartal Koşuyolu High Specialization Training and Research Hospital, Istanbul, Türkiye
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Kirkbride RR, Heidinger BH, Monteiro Filho AC, Brook A, Tridente DM, DaBreo DC, Carroll BJ, Matos JD, McCormick IC, Manning WJ, Burstein D, Aviram G, Litmanovich DE. Evidence for Left Atrial Volume Being an Indicator of Adverse Events in Patients With Acute Pulmonary Embolism: Retrospective Case-control Pilot Study. J Thorac Imaging 2022; 37:173-180. [PMID: 34387226 DOI: 10.1097/rti.0000000000000611] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
Abstract
PURPOSE To assess the association between computed tomography pulmonary angiography (CTPA) atrial measurements and both 30-day pulmonary embolism (PE)-related adverse events and mortality, and non-PE-related mortality, and to identify the best predictors of these outcomes by comparing atrial measurements and widely used clinical and imaging variables. PATIENTS AND METHODS Retrospective single-center pilot study. Acute PE patients diagnosed on CTPA who also had a transthoracic echocardiogram, electrocardiogram, and troponin T were included. CTPA left atrial (LA) and right atrial (RA) volume and short-axis diameter were measured and compared between outcome groups, along with right ventricular/left ventricular diameter ratio, interventricular septal bowing, tricuspid annular plane systolic excursion, electrocardiogram, and troponin T. RESULTS A total of 350 patients. LA volume and diameter were associated with PE-related adverse events (P≤0.01). LA volume was the only atrial measurement associated with PE-related mortality (P=0.03), with no atrial measurements associated with non-PE-related mortality. Troponin was most associated with PE-related adverse events and mortality (both area under the curve [AUC]=0.77). On multivariate analysis, combination models did not greatly improve PE-related adverse events prediction compared with troponin alone. For PE-related mortality, the best models were the combination of troponin, age, and either LA volume (AUC=0.86) or diameter (AUC=0.87). CONCLUSION Among patients with acute PE, CTPA LA volume is the only imaging parameter associated with PE-related mortality and is the best imaging predictor of this outcome. Reduced CTPA LA volume and diameter, along with increased RA/LA volume and diameter ratios, are significantly associated with 30-day PE-related adverse events, but not with non-PE-related mortality.
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Affiliation(s)
| | - Benedikt H Heidinger
- Departments of Radiology
- Department of Biomedical Imaging and Image-guided Therapy, Vienna General Hospital, Medical University of Vienna, Vienna, Austria
| | | | | | | | | | - Brett J Carroll
- Medicine (Cardiovascular Division), Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, MA
| | - Jason D Matos
- Medicine (Cardiovascular Division), Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, MA
| | - Ian C McCormick
- Medicine (Cardiovascular Division), Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, MA
| | - Warren J Manning
- Departments of Radiology
- Medicine (Cardiovascular Division), Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, MA
| | | | - Galit Aviram
- Department of Cardiothoracic Imaging, Tel-Aviv Medical Center, Tel-Aviv University, Tel-Aviv, Israel
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Riyahi S, Dev H, Behzadi A, Kim J, Attari H, Raza SI, Margolis DJ, Jonisch A, Megahed A, Bamashmos A, Elfatairy K, Prince MR. Pulmonary Embolism in Hospitalized Patients with COVID-19: A Multicenter Study. Radiology 2021; 301:E426-E433. [PMID: 34254850 PMCID: PMC8294351 DOI: 10.1148/radiol.2021210777] [Citation(s) in RCA: 35] [Impact Index Per Article: 8.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/22/2021] [Revised: 06/18/2021] [Accepted: 06/25/2021] [Indexed: 12/11/2022]
Abstract
Background Pulmonary embolism (PE) commonly complicates SARS-CoV-2 infection, but incidence and mortality reported in single-center studies, along with risk factors, vary. Purpose To determine the incidence of PE in patients with COVID-19 and its associations with clinical and laboratory parameters. Materials and Methods In this HIPAA-compliant study, electronic medical records were searched retrospectively for demographic, clinical, and laboratory data and outcomes among patients with COVID-19 admitted at four hospitals from March through June 2020. PE found at CT pulmonary angiography and perfusion scintigraphy was correlated with clinical and laboratory parameters. The d-dimer level was used to predict PE, and the obtained threshold was externally validated among 85 hospitalized patients with COVID-19 at a fifth hospital. The association between right-sided heart strain and embolic burden was evaluated in patients with PE undergoing echocardiography. Results A total of 413 patients with COVID-19 (mean age, 60 years ± 16 [standard deviation]; age range, 20-98 years; 230 men) were evaluated. PE was diagnosed in 102 (25%; 95% CI: 21, 29) of 413 hospitalized patients with COVID-19 who underwent CT pulmonary angiography or perfusion scintigraphy. PE was observed in 21 (29%; 95% CI: 19, 41) of 73 patients in the intensive care unit (ICU) versus 81 (24%; 95% CI: 20, 29) of 340 patients who were not in the ICU (P = .37). PE was associated with male sex (odds ratio [OR], 1.74; 95% CI: 1.1, 2.8; P = .02); smoking (OR, 1.86; 95% CI: 1.0, 3.4; P = .04); and increased d-dimer (P < .001), lactate dehydrogenase (P < .001), ferritin (P = .001), and interleukin-6 (P = .02) levels. Mortality in hospitalized patients was similar between patients with PE and those without PE (14% [13 of 102]; 95% CI: 8, 22] vs 13% [40 of 311]; 95% CI: 9, 17; P = .98), suggesting that diagnosis and treatment of PE were not associated with excess mortality. The d-dimer levels greater than 1600 ng/mL [8.761 nmol/L] helped predict PE with 100% sensitivity and 62% specificity in an external validation cohort. Embolic burden was higher in patients with right-sided heart strain among the patients with PE undergoing echocardiography (P = .03). Conclusion Pulmonary embolism (PE) incidence was 25% in patients hospitalized with COVID-19 suspected of having PE. A d-dimer level greater than 1600 ng/mL [8.761 nmol/L] was sensitive for identification of patients who needed CT pulmonary angiography. © RSNA, 2021 Online supplemental material is available for this article. See also the editorial by Ketai in this issue.
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Affiliation(s)
- Sadjad Riyahi
- From the Departments of Radiology of Weill Cornell Medicine, 416 E 55th St, New York, NY 10022 (S.R., H.D., J.K., H.A., S.I.R., D.J.M., A.J., M.R.P.); Bridgeport Hospital, Yale New Haven Health System, Bridgeport, Conn (A. Behzadi, A.M., A. Bamashmos, K.E.); and Columbia College of Physicians and Surgeons, New York, NY (M.R.P.)
| | - Hreedi Dev
- From the Departments of Radiology of Weill Cornell Medicine, 416 E 55th St, New York, NY 10022 (S.R., H.D., J.K., H.A., S.I.R., D.J.M., A.J., M.R.P.); Bridgeport Hospital, Yale New Haven Health System, Bridgeport, Conn (A. Behzadi, A.M., A. Bamashmos, K.E.); and Columbia College of Physicians and Surgeons, New York, NY (M.R.P.)
| | - Ashkan Behzadi
- From the Departments of Radiology of Weill Cornell Medicine, 416 E 55th St, New York, NY 10022 (S.R., H.D., J.K., H.A., S.I.R., D.J.M., A.J., M.R.P.); Bridgeport Hospital, Yale New Haven Health System, Bridgeport, Conn (A. Behzadi, A.M., A. Bamashmos, K.E.); and Columbia College of Physicians and Surgeons, New York, NY (M.R.P.)
| | - Jinhye Kim
- From the Departments of Radiology of Weill Cornell Medicine, 416 E 55th St, New York, NY 10022 (S.R., H.D., J.K., H.A., S.I.R., D.J.M., A.J., M.R.P.); Bridgeport Hospital, Yale New Haven Health System, Bridgeport, Conn (A. Behzadi, A.M., A. Bamashmos, K.E.); and Columbia College of Physicians and Surgeons, New York, NY (M.R.P.)
| | - Hanieh Attari
- From the Departments of Radiology of Weill Cornell Medicine, 416 E 55th St, New York, NY 10022 (S.R., H.D., J.K., H.A., S.I.R., D.J.M., A.J., M.R.P.); Bridgeport Hospital, Yale New Haven Health System, Bridgeport, Conn (A. Behzadi, A.M., A. Bamashmos, K.E.); and Columbia College of Physicians and Surgeons, New York, NY (M.R.P.)
| | - Syed I. Raza
- From the Departments of Radiology of Weill Cornell Medicine, 416 E 55th St, New York, NY 10022 (S.R., H.D., J.K., H.A., S.I.R., D.J.M., A.J., M.R.P.); Bridgeport Hospital, Yale New Haven Health System, Bridgeport, Conn (A. Behzadi, A.M., A. Bamashmos, K.E.); and Columbia College of Physicians and Surgeons, New York, NY (M.R.P.)
| | - Daniel J. Margolis
- From the Departments of Radiology of Weill Cornell Medicine, 416 E 55th St, New York, NY 10022 (S.R., H.D., J.K., H.A., S.I.R., D.J.M., A.J., M.R.P.); Bridgeport Hospital, Yale New Haven Health System, Bridgeport, Conn (A. Behzadi, A.M., A. Bamashmos, K.E.); and Columbia College of Physicians and Surgeons, New York, NY (M.R.P.)
| | - Ari Jonisch
- From the Departments of Radiology of Weill Cornell Medicine, 416 E 55th St, New York, NY 10022 (S.R., H.D., J.K., H.A., S.I.R., D.J.M., A.J., M.R.P.); Bridgeport Hospital, Yale New Haven Health System, Bridgeport, Conn (A. Behzadi, A.M., A. Bamashmos, K.E.); and Columbia College of Physicians and Surgeons, New York, NY (M.R.P.)
| | - Ayah Megahed
- From the Departments of Radiology of Weill Cornell Medicine, 416 E 55th St, New York, NY 10022 (S.R., H.D., J.K., H.A., S.I.R., D.J.M., A.J., M.R.P.); Bridgeport Hospital, Yale New Haven Health System, Bridgeport, Conn (A. Behzadi, A.M., A. Bamashmos, K.E.); and Columbia College of Physicians and Surgeons, New York, NY (M.R.P.)
| | - Anas Bamashmos
- From the Departments of Radiology of Weill Cornell Medicine, 416 E 55th St, New York, NY 10022 (S.R., H.D., J.K., H.A., S.I.R., D.J.M., A.J., M.R.P.); Bridgeport Hospital, Yale New Haven Health System, Bridgeport, Conn (A. Behzadi, A.M., A. Bamashmos, K.E.); and Columbia College of Physicians and Surgeons, New York, NY (M.R.P.)
| | - Kareem Elfatairy
- From the Departments of Radiology of Weill Cornell Medicine, 416 E 55th St, New York, NY 10022 (S.R., H.D., J.K., H.A., S.I.R., D.J.M., A.J., M.R.P.); Bridgeport Hospital, Yale New Haven Health System, Bridgeport, Conn (A. Behzadi, A.M., A. Bamashmos, K.E.); and Columbia College of Physicians and Surgeons, New York, NY (M.R.P.)
| | - Martin R. Prince
- From the Departments of Radiology of Weill Cornell Medicine, 416 E 55th St, New York, NY 10022 (S.R., H.D., J.K., H.A., S.I.R., D.J.M., A.J., M.R.P.); Bridgeport Hospital, Yale New Haven Health System, Bridgeport, Conn (A. Behzadi, A.M., A. Bamashmos, K.E.); and Columbia College of Physicians and Surgeons, New York, NY (M.R.P.)
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12
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Risk assessment of acute pulmonary embolism utilizing coronary artery calcifications in patients that have undergone CT pulmonary angiography and transthoracic echocardiography. Eur Radiol 2020; 31:2809-2818. [PMID: 33051734 DOI: 10.1007/s00330-020-07385-5] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/11/2020] [Revised: 08/18/2020] [Accepted: 10/06/2020] [Indexed: 01/10/2023]
Abstract
OBJECTIVE To evaluate the relation of coronary artery calcifications (CAC) on non-ECG-gated CT pulmonary angiography (CTPA) with short-term mortality in patients with acute pulmonary embolism (PE). METHODS We retrospectively included all in-patients between May 2007 and December 2014 with an ICD-9 code for acute PE and CTPA and transthoracic echocardiography available. CAC was qualitatively graded as absent, mild, moderate, or severe. Relations of CAC with overall and PE-related 30-day mortality were assessed using logistic regression analyses. The independence of those relations was assessed using a nested approach, first adjusting for age and gender, then for RV strain, peak troponin T, and cardiovascular risk factors for an overall model. RESULTS Four hundred seventy-nine patients were included (63 ± 16 years, 52.8% women, 47.2% men). In total, 253 (52.8%) had CAC-mild: 143 (29.9%); moderate: 89 (18.6%); severe: 21 (4.4%). Overall mortality was 8.8% (n = 42) with higher mortality with any CAC (12.6% vs. 4.4% without; odds ratio [OR] 3.1 [95%CI 2.1-14.5]; p = 0.002). Mortality with severe (19.0%; OR 5.1 [95%CI 1.4-17.9]; p = 0.011), moderate (11.2%; OR 2.7 [95%CI 1.1-6.8]; p = 0.031), and mild CAC (12.6%; OR 3.1 [95%CI 1.4-6.9]; p = 0.006) was higher than without. OR adjusted for age and gender was 2.7 (95%CI 1.0-7.1; p = 0.050) and 2.6 (95%CI 0.9-7.1; p = 0.069) for the overall model. PE-related mortality was 4.0% (n = 19) with higher mortality with any CAC (5.9% vs. 1.8% without; OR 3.5 [95%CI 1.1-10.7]; p = 0.028). PE-related mortality with severe CAC was 9.5% (OR 5.8 [95%CI 1.0-34.0]; p = 0.049), with moderate CAC 6.7% (OR 4.0 [95%CI 1.1-14.6]; p = 0.033), and with mild 4.9% (OR 2.9 [95%CI 0.8-9.9]; p = 0.099). OR adjusted for age and gender was 4.2 (95%CI 0.9-20.7; p = 0.074) and 3.4 (95%CI 0.7-17.4; p = 0.141) for the overall model. Patients with sub-massive PE showed similar results. CONCLUSION CAC is frequent in acute PE patients and associated with short-term mortality. Visual assessment of CAC may serve as an easy, readily available tool for early risk stratification in those patients. KEY POINTS • Coronary artery calcification assessed on computed tomography pulmonary angiography is frequent in patients with acute pulmonary embolism. • Coronary artery calcification assessed on computed tomography pulmonary angiography is associated with 30-day overall and PE-related mortality in patients with acute pulmonary embolism. • Coronary artery calcification assessed on computed tomography pulmonary angiography may serve as an additional, easy readily available tool for early risk stratification in those patients.
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de Winter MA, van Bergen EDP, Welsing PMJ, Kraaijeveld AO, Kaasjager KHAH, Nijkeuter M. The Prognostic Value of Syncope on Mortality in Patients With Pulmonary Embolism: A Systematic Review and Meta-analysis. Ann Emerg Med 2020; 76:527-541. [PMID: 32461009 DOI: 10.1016/j.annemergmed.2020.03.026] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/04/2019] [Revised: 03/18/2020] [Accepted: 03/25/2020] [Indexed: 12/14/2022]
Abstract
STUDY OBJECTIVE Syncope is a presenting symptom in 10% to 20% of patients with pulmonary embolism. We perform a meta-analysis to clarify the prognostic value of syncope on short-term mortality in pulmonary embolism patients and its association with hemodynamic instability. METHODS PubMed, EMBASE, and the Cochrane Library were searched up until January 7, 2020. Studies reporting inhospital or 30-day mortality of adults with pulmonary embolism with and without syncope were included. Quality of included studies was evaluated with the Quality in Prognosis Studies tool. Meta-analysis was conducted to derive pooled odds ratios (ORs) and risk differences for the relation of syncope with mortality and hemodynamic instability. To study the influence of hemodynamic instability on the association between syncope and mortality, meta-regression was performed. RESULTS Search and selection resulted in 26 studies, of which 20 were pooled, involving 9,419 of 335,120 patients (3%) with syncope. Syncope was associated with higher mortality (OR 1.82; 95% confidence interval [CI] 1.14 to 2.90; I2 88%; risk difference 4% [95% CI 1% to 8%]) and higher prevalence of hemodynamic instability (OR 4.36; 95% CI 2.27 to 8.37; I2 93%; risk difference 12% [95% CI 7% to 18%]). OR for mortality in patients with pulmonary embolism with syncope versus without it was higher in the presence of a larger difference in hemodynamic instability between groups (coefficient 0.05; 95% CI 0.01 to 0.09). CONCLUSION The association between syncope and short-term mortality in patients with pulmonary embolism is explained by a difference in hemodynamic instability. This emphasizes the importance of risk stratification by hemodynamic status in pulmonary embolism patients with and without syncope.
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Affiliation(s)
- Maria A de Winter
- Department of Internal Medicine, UMC Utrecht, Utrecht, the Netherland.
| | | | - Paco M J Welsing
- Department of Internal Medicine, UMC Utrecht, Utrecht, the Netherland
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14
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Vinson DR, Engelhart DC, Bahl D, Othieno AA, Abraham AS, Huang J, Reed ME, Swanson WP, Clague VA, Cotton DM, Krauss WC, Mark DG. Presyncope Is Associated with Intensive Care Unit Admission in Emergency Department Patients with Acute Pulmonary Embolism. West J Emerg Med 2020; 21:703-713. [PMID: 32421523 PMCID: PMC7234693 DOI: 10.5811/westjem.2020.2.45028] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/30/2019] [Revised: 01/04/2020] [Accepted: 02/12/2020] [Indexed: 02/07/2023] Open
Abstract
INTRODUCTION Syncope is common among emergency department (ED) patients with acute pulmonary embolism (PE) and indicates a higher acuity and worse prognosis than in patients without syncope. Whether presyncope carries the same prognostic implications has not been established. We compared incidence of intensive care unit (ICU) admission in three groups of ED PE patients: those with presyncope; syncope; and neither. METHODS This retrospective cohort study included all adults with acute, objectively confirmed PE in 21 community EDs from January 2013-April 2015. We combined electronic health record extraction with manual chart abstraction. We used chi-square test for univariate comparisons and performed multivariate analysis to evaluate associations between presyncope or syncope and ICU admission from the ED, reported as adjusted odds ratios (aOR) with 95% confidence intervals (CI). RESULTS Among 2996 PE patients, 82 (2.7%) had presyncope and 109 (3.6%) had syncope. ICU admission was similar between groups (presyncope 18.3% vs syncope 25.7%) and different than their non-syncope counterparts (either 22.5% vs neither 4.7%; p<0.0001). On multivariate analysis, both presyncope and syncope were independently associated with ICU admission, controlling for demographics, higher-risk PE Severity Index (PESI) class, ventilatory support, proximal clot location, and submassive and massive PE classification: presyncope, aOR 2.79 (95% CI, 1.40, 5.56); syncope, aOR 4.44 (95% CI 2.52, 7.80). These associations were only minimally affected when excluding massive PE from the model. There was no significant interaction between either syncope or presyncope and PESI, submassive or massive classification in predicting ICU admission. CONCLUSION Presyncope appears to carry similar strength of association with ICU admission as syncope in ED patients with acute PE. If this is confirmed, clinicians evaluating patients with acute PE may benefit from including presyncope in their calculus of risk assessment and site-of-care decision-making.
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Affiliation(s)
- David R. Vinson
- The Permanente Medical Group, Oakland, California
- Kaiser Permanente Division of Research, Oakland, California
- Kaiser Permanente Sacramento Medical Center, Department of Emergency Medicine, Sacramento, California
| | | | - Disha Bahl
- St. George’s University, School of Medicine, Grenada, West Indies
| | - Alisha A. Othieno
- University of California, Davis, School of Medicine, Sacramento, California
| | - Ashley S. Abraham
- University of California, Davis, School of Medicine, Sacramento, California
| | - Jie Huang
- Kaiser Permanente Division of Research, Oakland, California
| | - Mary E. Reed
- Kaiser Permanente Division of Research, Oakland, California
| | - William P. Swanson
- University of California, Davis, School of Medicine, Sacramento, California
- Kaiser Permanente San Diego Medical Center, Department of Emergency Medicine, San Diego, California
| | - Victoria A. Clague
- The Permanente Medical Group, Oakland, California
- Kaiser Permanente San Rafael Medical Center, Department of Radiology, San Rafael, California
| | - Dale M. Cotton
- The Permanente Medical Group, Oakland, California
- Kaiser Permanente South Sacramento Medical Center, Department of Emergency Medicine, Sacramento, California
| | - William C. Krauss
- Kaiser Permanente San Diego Medical Center, Department of Emergency Medicine, San Diego, California
| | - Dustin G. Mark
- The Permanente Medical Group, Oakland, California
- Kaiser Permanente Division of Research, Oakland, California
- Kaiser Permanente Oakland Medical Center, Department of Emergency Medicine, Oakland, California
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