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Ma J, Tian M, Zhu Y, Hu J, Zhang Y, Li X. Development and validation of a predictive model for preoperative deep vein thrombosis following traumatic thoracolumbar fractures. Sci Rep 2024; 14:19547. [PMID: 39174790 PMCID: PMC11341695 DOI: 10.1038/s41598-024-70464-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/11/2023] [Accepted: 08/16/2024] [Indexed: 08/24/2024] Open
Abstract
Although a sequential work-up for deep vein thrombosis has reached agreement worldwide, the mysterious nature of DVT following fractures brings challenges to early diagnosis and intervention. The objective of the present study was to develop and validate a nomogram for predicting preoperative DVT risk in patients with thoracolumbar fractures using readily available clinical data. Of the 1350 patients, 930 were randomly assigned to the training cohort. A prediction model was established and visualized as a nomogram based on eight predictors related to preoperative DVT. The performance of the model was tested by the receiver operating characteristic curve, Hosmer-Lemeshow test, calibration curve, and decision curve analysis. We further verified the model in the validation cohort. The AUCs of the prediction model were 0.876 and 0.853 in training and validation cohorts, respectively. The Hosmer-Lemeshow test demonstrated good fitness in the training set (X2 = 5.913, P = 0.749) and the validation set (X2 = 9.460, P = 0.396). Calibration and decision curve analyses performed well in training and validation sets. In short, we developed a prediction model for preoperative DVT risk in patients with thoracolumbar fractures and verified its accuracy and clinical utility.
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Affiliation(s)
- Jiangtao Ma
- Department of Orthopaedic Surgery, Hebei Medical University Third Hospital, Shijiazhuang, 050051, Hebei, People's Republic of China
| | - Miao Tian
- Department of Orthopaedic Surgery, Hebei Medical University Third Hospital, Shijiazhuang, 050051, Hebei, People's Republic of China
| | - Yanbin Zhu
- Department of Orthopaedic Surgery, Hebei Medical University Third Hospital, Shijiazhuang, 050051, Hebei, People's Republic of China
- Orthopaedic Institution of Hebei Province, Shijiazhuang, 050051, Hebei, People's Republic of China
| | - Jinglve Hu
- Department of Orthopaedic Surgery, Hebei Medical University Third Hospital, Shijiazhuang, 050051, Hebei, People's Republic of China
- Orthopaedic Institution of Hebei Province, Shijiazhuang, 050051, Hebei, People's Republic of China
- Hebei Orthopaedic Clinical Research Center, Hebei Medical University Third Hospital, Shijiazhuang, 050051, Hebei, People's Republic of China
| | - Yingze Zhang
- Department of Orthopaedic Surgery, Hebei Medical University Third Hospital, Shijiazhuang, 050051, Hebei, People's Republic of China.
- Orthopaedic Institution of Hebei Province, Shijiazhuang, 050051, Hebei, People's Republic of China.
- Hebei Orthopaedic Clinical Research Center, Hebei Medical University Third Hospital, Shijiazhuang, 050051, Hebei, People's Republic of China.
- Key Laboratory of Biomechanics of Hebei Province, Shijiazhuang, 050051, Hebei, People's Republic of China.
- Chinese Academy of Engineering, Beijing, 100088, People's Republic of China.
- NHC Key Laboratory of Intelligent Orthopaedic Equipment, Hebei Medical University Third Hospital, Shijiazhuang, 050051, Hebei, People's Republic of China.
| | - Xiuting Li
- Department of Orthopaedic Surgery, Hebei Medical University Third Hospital, Shijiazhuang, 050051, Hebei, People's Republic of China.
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D-dimer Testing in Pulmonary Embolism with a Focus on Potential Pitfalls: A Narrative Review. Diagnostics (Basel) 2022; 12:diagnostics12112770. [PMID: 36428830 PMCID: PMC9689068 DOI: 10.3390/diagnostics12112770] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/27/2022] [Revised: 11/08/2022] [Accepted: 11/09/2022] [Indexed: 11/15/2022] Open
Abstract
D-dimer is a multifaceted biomarker of concomitant activation of coagulation and fibrinolysis, which is routinely used for ruling out pulmonary embolism (PE) and/or deep vein thrombosis (DVT) combined with a clinical pretest probability assessment. The intended use of the tests depends largely on the assay used, and local guidance should be applied. D-dimer testing may suffer from diagnostic errors occurring throughout the pre-analytical, analytical, and post-analytical phases of the testing process. This review aims to provide an overview of D-dimer testing and its value in diagnosing PE and discusses the variables that may impact the quality of its laboratory assessment.
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Pulmonary Embolism in the Cancer Associated Thrombosis Landscape. J Clin Med 2022; 11:jcm11195650. [PMID: 36233519 PMCID: PMC9570910 DOI: 10.3390/jcm11195650] [Citation(s) in RCA: 8] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/02/2022] [Revised: 09/11/2022] [Accepted: 09/19/2022] [Indexed: 11/17/2022] Open
Abstract
In cancer patients, pulmonary embolism (PE) is the second leading cause of death after the cancer itself, most likely because of difficulties in diagnosing the disease due to its nonclassical presentation. The risk of PE recurrence and possibly the case-fatality rate depends on whether the patient presents a symptomatic PE, an unsuspected PE, a subsegmental PE, or a catheter-related PE. Choosing the best therapeutic option is challenging and should consider the risk of both the recurrence of thrombosis and the occurrence of bleeding. The purpose of this review is to provide an overview of the clinical characteristics and the treatment of cancer-associated PE, which could benefit clinicians to better manage the deadliest form of thrombosis associated with cancer. After a brief presentation of the epidemiological data, we will present the current attitude towards the diagnosis and the management of cancer patients with PE. Finally, we will discuss the perspectives of how the medical community can improve the management of this severe medical condition.
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Lyhne MD, Witkin AS, Dasegowda G, Tanayan C, Kalra MK, Dudzinski DM. Evaluating cardiopulmonary function following acute pulmonary embolism. Expert Rev Cardiovasc Ther 2022; 20:747-760. [PMID: 35920239 DOI: 10.1080/14779072.2022.2108789] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 10/16/2022]
Abstract
INTRODUCTION Pulmonary embolism is a common cause of cardiopulmonary mortality and morbidity worldwide. Survivors of acute pulmonary embolism may experience dyspnea, report reduced exercise capacity, or develop overt pulmonary hypertension. Clinicians must be alert for these phenomena and appreciate the modalities and investigations available for evaluation. AREAS COVERED In this review, the current understanding of available contemporary imaging and physiologic modalities is discussed, based on available literature and professional society guidelines. The purpose of the review is to provide clinicians with an overview of these modalities, their strengths and disadvantages, and how and when these investigations can support the clinical work-up of patients post-pulmonary embolism. EXPERT OPINION Echocardiography is a first test in symptomatic patients post-pulmonary embolism, with ventilation/perfusion scanning vital to determination of whether there is chronic residual emboli. The role of computed tomography and magnetic resonance in assessing the pulmonary arterial tree in post-pulmonary embolism patients is evolving. Functional testing, in particular cardiopulmonary exercise testing, is emerging as an important modality to quantify and determine cause of functional limitation. It is possible that future investigations of the post-pulmonary embolism recovery period will better inform treatment decisions for acute pulmonary embolism patients.
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Affiliation(s)
- Mads Dam Lyhne
- Department of Cardiology, Massachusetts General Hospital, Boston, MA, USA.,Department of Anesthesiology and Intensive Care Medicine, Aarhus University Hospital and Department of Clinical Medicine, Aarhus University, Denmark
| | - Alison S Witkin
- Department of Pulmonary Medicine and Critical Care, Massachusetts General Hospital, Boston, MA, USA
| | - Giridhar Dasegowda
- Department of Radiology, Massachusetts General Hospital, Boston, MA, USA
| | - Christopher Tanayan
- Cardiovascular Performance Program, Massachusetts General Hospital, Boston, MA, USA
| | - Mannudeep K Kalra
- Department of Radiology, Massachusetts General Hospital, Boston, MA, USA
| | - David M Dudzinski
- Department of Cardiology, Massachusetts General Hospital, Boston, MA, USA.,Echocardiography Laboratory, Massachusetts General Hospital, Boston, MA, USA
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Diagnostic Management of Acute Pulmonary Embolism in COVID-19 and Other Special Patient Populations. Diagnostics (Basel) 2022; 12:diagnostics12061350. [PMID: 35741160 PMCID: PMC9221574 DOI: 10.3390/diagnostics12061350] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/13/2022] [Revised: 05/17/2022] [Accepted: 05/24/2022] [Indexed: 12/28/2022] Open
Abstract
Venous thromboembolism (VTE), in particular acute pulmonary embolism (PE), has been shown to be a frequent and potentially fatal complication of coronavirus disease 2019 (COVID-19). In response to the observed thrombotic complications, a large number of studies has been devoted to the understanding and management of COVID-19-associated coagulopathy. Notably, only a limited number of mostly retrospective studies has focused on the optimal diagnostic strategy for suspected PE in COVID-19 patients. As in other special populations, the accuracy of diagnostic algorithms for PE-exclusion has been debated in this specific patient subgroup as the specificity of D-dimer assays and clinical decision rules (CDRs) may be lower than normal. From this viewpoint, we discuss the current state-of-the-art diagnostic algorithms for acute PE with a focus on patients with COVID-19 in the perspective of other special patient populations. Furthermore, we summarize current knowledge regarding the natural history of PE resolution with anticoagulant treatment in patients with COVID-19.
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Stals MAM, Takada T, Kraaijpoel N, van Es N, Büller HR, Courtney DM, Freund Y, Galipienzo J, Le Gal G, Ghanima W, Huisman MV, Kline JA, Moons KGM, Parpia S, Perrier A, Righini M, Robert-Ebadi H, Roy PM, van Smeden M, Wells PS, de Wit K, Geersing GJ, Klok FA. Safety and Efficiency of Diagnostic Strategies for Ruling Out Pulmonary Embolism in Clinically Relevant Patient Subgroups : A Systematic Review and Individual-Patient Data Meta-analysis. Ann Intern Med 2022; 175:244-255. [PMID: 34904857 DOI: 10.7326/m21-2625] [Citation(s) in RCA: 26] [Impact Index Per Article: 13.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/22/2022] Open
Abstract
BACKGROUND How diagnostic strategies for suspected pulmonary embolism (PE) perform in relevant patient subgroups defined by sex, age, cancer, and previous venous thromboembolism (VTE) is unknown. PURPOSE To evaluate the safety and efficiency of the Wells and revised Geneva scores combined with fixed and adapted D-dimer thresholds, as well as the YEARS algorithm, for ruling out acute PE in these subgroups. DATA SOURCES MEDLINE from 1 January 1995 until 1 January 2021. STUDY SELECTION 16 studies assessing at least 1 diagnostic strategy. DATA EXTRACTION Individual-patient data from 20 553 patients. DATA SYNTHESIS Safety was defined as the diagnostic failure rate (the predicted 3-month VTE incidence after exclusion of PE without imaging at baseline). Efficiency was defined as the proportion of individuals classified by the strategy as "PE considered excluded" without imaging tests. Across all strategies, efficiency was highest in patients younger than 40 years (47% to 68%) and lowest in patients aged 80 years or older (6.0% to 23%) or patients with cancer (9.6% to 26%). However, efficiency improved considerably in these subgroups when pretest probability-dependent D-dimer thresholds were applied. Predicted failure rates were highest for strategies with adapted D-dimer thresholds, with failure rates varying between 2% and 4% in the predefined patient subgroups. LIMITATIONS Between-study differences in scoring predictor items and D-dimer assays, as well as the presence of differential verification bias, in particular for classifying fatal events and subsegmental PE cases, all of which may have led to an overestimation of the predicted failure rates of adapted D-dimer thresholds. CONCLUSION Overall, all strategies showed acceptable safety, with pretest probability-dependent D-dimer thresholds having not only the highest efficiency but also the highest predicted failure rate. From an efficiency perspective, this individual-patient data meta-analysis supports application of adapted D-dimer thresholds. PRIMARY FUNDING SOURCE Dutch Research Council. (PROSPERO: CRD42018089366).
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Affiliation(s)
- Milou A M Stals
- Department of Thrombosis and Hemostasis, Leiden University Medical Center, Leiden, the Netherlands (M.A.M.S., M.V.H., F.A.K.)
| | - Toshihiko Takada
- Julius Center for Health Sciences and Primary Care, University Medical Center Utrecht, Utrecht University, Utrecht, the Netherlands, and Department of General Medicine, Shirakawa Satellite for Teaching and Research (STAR), Fukushima Medical University, Fukushima, Japan (T.T.)
| | - Noémie Kraaijpoel
- Department of Vascular Medicine, Amsterdam University Medical Center, location AMC, Amsterdam Cardiovascular Sciences, Amsterdam, the Netherlands (N.K., N.v.E., H.R.B.)
| | - Nick van Es
- Department of Vascular Medicine, Amsterdam University Medical Center, location AMC, Amsterdam Cardiovascular Sciences, Amsterdam, the Netherlands (N.K., N.v.E., H.R.B.)
| | - Harry R Büller
- Department of Vascular Medicine, Amsterdam University Medical Center, location AMC, Amsterdam Cardiovascular Sciences, Amsterdam, the Netherlands (N.K., N.v.E., H.R.B.)
| | - D Mark Courtney
- Department of Emergency Medicine, The University of Texas Southwestern Medical Center, Dallas, Texas (D.M.C.)
| | - Yonathan Freund
- Department of Emergency Medicine, Pitié-Salpêtrière University Hospital, Assistance Publique-Hôpitaux de Paris, Paris, France (Y.F.)
| | - Javier Galipienzo
- Service of Anesthesiology, Hospital MD Anderson Cancer Center, Madrid, Spain (J.G.)
| | - Grégoire Le Gal
- Department of Medicine, University of Ottawa, Ottawa Hospital Research Institute, Thrombosis Research Group, Ottawa, Ontario, Canada (G.L.G., P.S.W.)
| | - Waleed Ghanima
- Department of Medicine, Østfold Hospital Trust and Institute of Clinical Medicine, University of Oslo, Oslo, Norway (W.G.)
| | - Menno V Huisman
- Department of Thrombosis and Hemostasis, Leiden University Medical Center, Leiden, the Netherlands (M.A.M.S., M.V.H., F.A.K.)
| | - Jeffrey A Kline
- Department of Emergency Medicine, Indiana University School of Medicine, Indianapolis, Indiana (J.A.K.)
| | - Karel G M Moons
- Julius Center for Health Sciences and Primary Care, University Medical Center Utrecht, Utrecht University, Utrecht, the Netherlands (K.G.M.M., M.v.S., G.J.G.)
| | - Sameer Parpia
- Department of Oncology, McMaster University, Hamilton, Ontario, Canada (S.P.)
| | - Arnaud Perrier
- Division of Angiology and Hemostasis, Department of Medical Specialties, Geneva University Hospital and Faculty of Medicine, Geneva, Switzerland (A.P., M.R., H.R.E.)
| | - Marc Righini
- Division of Angiology and Hemostasis, Department of Medical Specialties, Geneva University Hospital and Faculty of Medicine, Geneva, Switzerland (A.P., M.R., H.R.E.)
| | - Helia Robert-Ebadi
- Division of Angiology and Hemostasis, Department of Medical Specialties, Geneva University Hospital and Faculty of Medicine, Geneva, Switzerland (A.P., M.R., H.R.E.)
| | - Pierre-Marie Roy
- Department of Emergency Medicine, University of Angers, Angers, France (P.M.R.)
| | - Maarten van Smeden
- Julius Center for Health Sciences and Primary Care, University Medical Center Utrecht, Utrecht University, Utrecht, the Netherlands (K.G.M.M., M.v.S., G.J.G.)
| | - Phil S Wells
- Department of Medicine, University of Ottawa, Ottawa Hospital Research Institute, Thrombosis Research Group, Ottawa, Ontario, Canada (G.L.G., P.S.W.)
| | - Kerstin de Wit
- Department of Emergency Medicine, Queen's University, Kingston, and Departments of Medicine and Health Research Methods, Evidence, and Impact (HEI), McMaster University, Hamilton, Ontario, Canada (K.d.W.)
| | - Geert-Jan Geersing
- Julius Center for Health Sciences and Primary Care, University Medical Center Utrecht, Utrecht University, Utrecht, the Netherlands (K.G.M.M., M.v.S., G.J.G.)
| | - Frederikus A Klok
- Department of Thrombosis and Hemostasis, Leiden University Medical Center, Leiden, the Netherlands (M.A.M.S., M.V.H., F.A.K.)
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7
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Yang P, Li H, Zhang J, Xu X. Research progress on biomarkers of pulmonary embolism. CLINICAL RESPIRATORY JOURNAL 2021; 15:1046-1055. [PMID: 34214256 DOI: 10.1111/crj.13414] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Subscribe] [Scholar Register] [Received: 04/08/2021] [Revised: 06/16/2021] [Accepted: 06/29/2021] [Indexed: 01/05/2023]
Abstract
OBJECTIVES To present a review on the traditional and new biomarkers of pulmonary embolism (PE). DATA SOURCE A systematic search has been carried out using keywords as PE, biomarker, diagnosis and risk stratification. RESULTS The results of this work have been structured into three parts: first, conventional biomarkers for vascular, cardiac and inflammation, including static markers and dynamic markers for measuring the time course; next, a review of new biomarkers in recent years, such as RNAs and markers obtained through proteomics and mass spectrometry; finally, use of new detection methods to directly detect the activity of existing markers, such as the determination of coagulation factor II and plasmin activities based on the proteolytic activation of an engineered zymogen. CONCLUSIONS This work summarized the characteristics of current traditional biomarkers for clinical diagnosis and risk stratification of PE, as well as a series of newly discovered biomarkers obtained through various clinical experimental methods.
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Affiliation(s)
- Pengbo Yang
- Department of Laboratory Medicine, Beijing Hospital, National Center of Gerontology, Chinese Academy of Medical Sciences, Beijing, China
| | - Hexin Li
- Clinical Biobank, Beijing Hospital, National Center of Gerontology, Chinese Academy of Medical Sciences, Beijing, China
| | - Junhua Zhang
- The Key Laboratory of Geriatrics, Beijing Hospital, National Center of Gerontology, Chinese Academy of Medical Sciences, Beijing, China
| | - Xiaomao Xu
- Department of Respiratory and Critical Care Medicine, Beijing Hospital, National Center of Gerontology, Chinese Academy of Medical Sciences, Beijing, China
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8
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Stals M, Kaptein F, Kroft L, Klok FA, Huisman MV. Challenges in the diagnostic approach of suspected pulmonary embolism in COVID-19 patients. Postgrad Med 2021; 133:36-41. [PMID: 33910469 DOI: 10.1080/00325481.2021.1920723] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/17/2022]
Abstract
Accumulating studies on COVID-19 patients report high incidences of thrombotic complications, but guidance on the best diagnostic approach for suspected pulmonary embolism (PE) in COVID-19 patients is lacking. Diagnosing PE in these patients is challenging as signs and symptoms of PE and COVID-19 show wide overlap, D-dimer levels are often elevated in the absence of thrombosis and computed tomography pulmonary angiography (CTPA) may be unfeasible in the case of severe renal impairment and/or hemodynamic instability.This narrative review discusses available literature and guidelines on current diagnostic algorithms for suspected PE in special patient populations, in particular COVID-19. A special focus is on reviewing the literature aimed at identifying symptoms with a high suspicion for PE and on the diagnostic performance of diagnostic algorithms for suspected PE in the setting of COVID-19.Based on available literature, the index of suspicion for PE should be high in the case of unexplained abrupt worsening of respiratory status, typical symptoms of deep-vein thrombosis and/or acute unexplained right ventricular dysfunction. Despite the lack of prospective diagnostic management studies, we propose to adhere to current diagnostic algorithms applying assessment of pretest probability and D-dimer testing as available evidence suggests that these might be considered safe. Preferably, algorithms using adjusted D-dimer thresholds are recommended as it likely improves the yield of the clinical decision rule/D-dimer combination.
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Affiliation(s)
- Mam Stals
- Department of Thrombosis and Hemostasis, Leiden University Medical Center, Leiden, Netherlands
| | - Fhj Kaptein
- Department of Thrombosis and Hemostasis, Leiden University Medical Center, Leiden, Netherlands
| | - Ljm Kroft
- Department of Radiology, Leiden University Medical Center, Leiden, Netherlands
| | - F A Klok
- Department of Thrombosis and Hemostasis, Leiden University Medical Center, Leiden, Netherlands
| | - M V Huisman
- Department of Thrombosis and Hemostasis, Leiden University Medical Center, Leiden, Netherlands
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Alikhani F, Aalinezhad M, Rezaei MH, Akbari P, Hashemi M. Coronavirus Disease-2019 Pneumonia and Pulmonary Embolism: Presentation of Four Cases. Indian J Crit Care Med 2020; 24:873-876. [PMID: 33132576 PMCID: PMC7584821 DOI: 10.5005/jp-journals-10071-23587] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/23/2022] Open
Abstract
Since the beginning of the Coronavirus Disease-2019 (COVID-19) outbreak, elevated D-dimer levels as an acute-phase reactant have been reported in some patients. Additionally, the patients with pneumonia are at increased risk of developing thromboembolic events. Diagnosing acute pulmonary embolism and deep vein thrombosis can be challenging in SARS-CoV2-positive patients. Here, we report four patients with COVID-19 pneumonia to highlight the possibility of acute thromboembolism in these patients. The physicians should be aware of this complication and even consider prophylactic anticoagulant therapy in proper clinical settings. How to cite this article: Alikhani F, Aalinezhad M, Haji Rezaei M, Akbari P, Hashemi M. Coronavirus Disease-2019 Pneumonia and Pulmonary Embolism: Presentation of Four Cases. Indian J Crit Care Med 2020;24(9):873-876.
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Affiliation(s)
- Fariba Alikhani
- Department of Radiology, Isfahan University of Medical Sciences, Isfahan, Iran
| | - Marzieh Aalinezhad
- Department of Radiology, Isfahan University of Medical Sciences, Isfahan, Iran
| | - Mostafa Haji Rezaei
- Infectious Diseases Research Center, Kashan University of Medical Sciences, Kashan, Isfahan, Iran
| | - Pouya Akbari
- Department of Radiology, Isfahan University of Medical Sciences, Isfahan, Iran
| | - Marzieh Hashemi
- Department of Pulmonology, Amin Hospital, Isfahan University of Medical Sciences, Isfahan, Iran
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Brüggemann R, Gietema H, Jallah B, Ten Cate H, Stehouwer C, Spaetgens B. Arterial and venous thromboembolic disease in a patient with COVID-19: A case report. Thromb Res 2020; 191:153-155. [PMID: 32386986 PMCID: PMC7252130 DOI: 10.1016/j.thromres.2020.04.046] [Citation(s) in RCA: 31] [Impact Index Per Article: 7.8] [Reference Citation Analysis] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/22/2020] [Revised: 04/27/2020] [Accepted: 04/29/2020] [Indexed: 01/30/2023]
Affiliation(s)
- Renée Brüggemann
- From Maastricht University Medical Center+, Maastricht, the Netherlands
| | - Hester Gietema
- From Maastricht University Medical Center+, Maastricht, the Netherlands
| | - Borefore Jallah
- From Maastricht University Medical Center+, Maastricht, the Netherlands
| | - Hugo Ten Cate
- From Maastricht University Medical Center+, Maastricht, the Netherlands
| | - Coen Stehouwer
- From Maastricht University Medical Center+, Maastricht, the Netherlands
| | - Bart Spaetgens
- From Maastricht University Medical Center+, Maastricht, the Netherlands.
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