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Yuriditsky E, Zhang RS, Zhang P, Postelnicu R, Greco AA, Horowitz JM, Bernard S, Leiva O, Mukherjee V, Hena K, Elbaum L, Alviar CL, Keller NM, Bangalore S. Right Ventricular-Pulmonary Arterial Uncoupling as a Predictor of Invasive Hemodynamics and Normotensive Shock in Acute Pulmonary Embolism. Am J Cardiol 2025; 236:1-7. [PMID: 39505227 DOI: 10.1016/j.amjcard.2024.10.036] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/18/2024] [Revised: 10/28/2024] [Accepted: 10/31/2024] [Indexed: 11/08/2024]
Abstract
Right ventricular-pulmonary arterial coupling describes the relation between right ventricular contractility and its afterload and is estimated as the ratio of the tricuspid annular plane systolic excursion (TAPSE) to pulmonary arterial systolic pressure (PASP) by way of echocardiography. Whether TAPSE/PASP is reflective of invasive hemodynamics or occult shock in acute pulmonary embolism (PE) is unknown. This was a single-center retrospective study over a 3-year period of consecutive patients with PE who underwent mechanical thrombectomy and simultaneous pulmonary artery catheterization with echocardiograms performed within 24 hours before the procedure. A total of 70 patients (81% intermediate risk) had complete invasive hemodynamic profiles and echocardiograms, with TAPSE/PASP calculated. The optimal cutoff for TAPSE/PASP as a predictor of a reduced cardiac index (CI) (CI ≤2.2 L/min/m2) was 0.34 mm/mm Hg, with an area under the curve of 0.97 and sensitivity, specificity, positive predictive value, and negative predictive value of 97.3%, 90.9%, 92.3%, and 96.8%, respectively. Every 0.1 mm/mm Hg decrease in TAPSE/PASP was associated with a 0.24-L/min/m2 decrease in the CI. This relation was similar when restricted to intermediate-risk PE. The TAPSE/PASP ratio was predictive of normotensive shock with an odds ratio of 2.63 (95% confidence interval 1.42 to 4.76, p = 0.002) per unit decrease in the ratio. In conclusion, in patients with acute PE who underwent mechanical thrombectomy, TAPSE/PASP was a strong predictor of a reduced CI and normotensive shock. This means that noninvasive point-of-care assessment of hemodynamics may have added value in PE risk stratification.
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Affiliation(s)
- Eugene Yuriditsky
- Division of Cardiology, Department of Medicine, NYU Grossman School of Medicine, New York, New York.
| | - Robert S Zhang
- Division of Cardiology, Weill Cornell Medicine, New York, New York
| | - Peter Zhang
- Department of Medicine, NYU Grossman School of Medicine, New York, New York
| | - Radu Postelnicu
- Division of Pulmonary, Critical Care, and Sleep Medicine, Department of Medicine, NYU Grossman School of Medicine, New York, New York
| | - Allison A Greco
- Division of Pulmonary, Critical Care, and Sleep Medicine, Department of Medicine, NYU Grossman School of Medicine, New York, New York
| | - James M Horowitz
- Division of Cardiology, Department of Medicine, NYU Grossman School of Medicine, New York, New York
| | - Samuel Bernard
- Division of Cardiology, Department of Medicine, NYU Grossman School of Medicine, New York, New York
| | - Orly Leiva
- Division of Cardiology, Department of Medicine, NYU Grossman School of Medicine, New York, New York
| | - Vikramjit Mukherjee
- Division of Pulmonary, Critical Care, and Sleep Medicine, Department of Medicine, NYU Grossman School of Medicine, New York, New York
| | - Kerry Hena
- Division of Pulmonary, Critical Care, and Sleep Medicine, Department of Medicine, NYU Grossman School of Medicine, New York, New York
| | - Lindsay Elbaum
- Division of Cardiology, Department of Medicine, NYU Grossman School of Medicine, New York, New York
| | - Carlos L Alviar
- Division of Cardiology, Department of Medicine, NYU Grossman School of Medicine, New York, New York
| | - Norma M Keller
- Division of Cardiology, Department of Medicine, NYU Grossman School of Medicine, New York, New York
| | - Sripal Bangalore
- Division of Cardiology, Department of Medicine, NYU Grossman School of Medicine, New York, New York
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Yuriditsky E, Lyhne MD, Horowitz JM, Dudzinski DM. Critical Care Management of Acute Pulmonary Embolism. J Intensive Care Med 2025:8850666241311512. [PMID: 39784110 DOI: 10.1177/08850666241311512] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/12/2025]
Abstract
The unprimed right ventricle is exquisitely sensitive to acute elevations in afterload. High pulmonary vascular tone incurred with acute pulmonary embolism has the potential to induce obstructive shock and circulatory collapse. While emergent pulmonary reperfusion is essential in severe circumstances, an important subset of pulmonary embolism patients may exhibit a less extreme presentation posing a management dilemma. As intensive care therapies have the potential to both salvage and harm the failing right ventricle, a keen understanding of the pathophysiology is requisite in the care of the contemporary patient with hemodynamically significant pulmonary embolism. Here, we review right ventricular pathophysiology, an approach to risk stratification, and offer guidance on the medical and mechanical supportive and therapeutic strategies for the critically ill patient with acute pulmonary embolism.
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Affiliation(s)
- Eugene Yuriditsky
- Division of Cardiology, Department of Medicine, NYU Grossman School of Medicine, New York, NY, USA
| | - Mads Dam Lyhne
- Department of Anesthesia and Intensive Care and Department of Clinical Medicine, Aarhus University Hospital, Aarhus, Denmark
| | - James M Horowitz
- Division of Cardiology, Department of Medicine, NYU Grossman School of Medicine, New York, NY, USA
| | - David M Dudzinski
- Cardiology Division, Massachusetts General Hospital, Boston, MA, USA
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Sethi SS, Shishehbor MH. Door to Pulmonary Artery Perfusion: Are We Ready for a New Time-Based Metric? Circ Cardiovasc Interv 2025; 18:e014990. [PMID: 39836745 DOI: 10.1161/circinterventions.124.014990] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/23/2025]
Affiliation(s)
- Sanjum S Sethi
- Division of Cardiology, Department of Medicine, Columbia University Irving Medical Center, New York, NY (S.S.S.)
| | - Mehdi H Shishehbor
- Harrington Heart and Vascular Institute, University Hospitals Cleveland Medical Center, OH (M.H.S.)
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Matthews TM, Peters GA, Wang G, Horick N, Chang KE, Harshbarger S, Prucnal C, Birrenkott DA, Stannek K, Lee ES, Dhar I, Wrenn JO, Stubblefield WB, Kabrhel C. Optimal Cutoff Values and Utility of High-Sensitivity Troponin T and NT-proBNP for the Risk Stratification of Patients with Acute Pulmonary Embolism. Clin Chem 2024:hvae212. [PMID: 39704155 DOI: 10.1093/clinchem/hvae212] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/25/2024] [Accepted: 10/21/2024] [Indexed: 12/21/2024]
Abstract
BACKGROUND Guidelines recommend using high-sensitivity troponin T (hsTnT) and N-terminal pro-B-type natriuretic peptide (NT-proBNP) to risk stratify hemodynamically stable patients with acute pulmonary embolism (PE). However, there are no evidence-based cutoff values defined for this clinical application. METHODS We performed a single-center, retrospective cohort study of patients with imaging-confirmed PE and hsTnT and/or NT-proBNP (ElecsysTM, Roche) measured 12 h before or 24 h after PE Response Team (PERT) activation. We excluded hypotensive patients. Our primary outcome was a composite of adverse outcomes or critical interventions within 7 days. We calculated the area under the receiver operating curve (AUC, ROC) for hsTnT and NT-proBNP and determined the optimal cutoffs using the distance from (0,1). We performed a subgroup analysis on patients with PE and right ventricular dysfunction on imaging. RESULTS Two hundred thirty-four patients were included in the hsTnT analysis, and 727 in the NT-proBNP analysis. Mean age was 62 years (SD = 17) and 47% were female. The AUC for hsTnT was 0.64 (95% CI, 0.56-0.71) with an optimal cutoff of 46 ng/L, corresponding to a sensitivity of 59% (95% CI, 49-69) and a specificity of 61% (95% CI, 53-69). The AUC for NT-proBNP was 0.56 (95% CI, 0.51-0.61) with an optimal cutoff of 1092 pg/mL, corresponding to a sensitivity of 53% (95% CI, 45-61) and a specificity of 59% (95% CI, 55-63). CONCLUSION We identified an optimal cutoff of 46 ng/L for hsTnT and 1092 pg/mL for NT-proBNP, though the AUC for both markers suggests low to moderate performance for the risk stratification of initially hemodynamically stable PERT patients. Use of these biomarkers to risk stratify PE may require reconsideration.
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Affiliation(s)
- Timothy M Matthews
- Center for Vascular Emergencies, Department of Emergency Medicine, Massachusetts General Hospital, Boston, MA, United States
| | - Gregory A Peters
- Center for Vascular Emergencies, Department of Emergency Medicine, Massachusetts General Hospital, Boston, MA, United States
- Department of Emergency Medicine, Harvard Medical School, Boston, MA, United States
- Department of Emergency Medicine, Brigham and Women's Hospital, Boston, MA, United States
| | - Grace Wang
- Center for Vascular Emergencies, Department of Emergency Medicine, Massachusetts General Hospital, Boston, MA, United States
| | - Nora Horick
- Department of Biostatistics, Massachusetts General Hospital, Boston, MA, United States
| | - Kyle E Chang
- Center for Vascular Emergencies, Department of Emergency Medicine, Massachusetts General Hospital, Boston, MA, United States
- California University of Science and Medicine, Colton, CA, United States
| | - Savanah Harshbarger
- Center for Vascular Emergencies, Department of Emergency Medicine, Massachusetts General Hospital, Boston, MA, United States
- Department of Emergency Medicine, Harvard Medical School, Boston, MA, United States
- Department of Emergency Medicine, Brigham and Women's Hospital, Boston, MA, United States
| | - Christiana Prucnal
- Center for Vascular Emergencies, Department of Emergency Medicine, Massachusetts General Hospital, Boston, MA, United States
- Department of Emergency Medicine, Harvard Medical School, Boston, MA, United States
- Department of Emergency Medicine, Brigham and Women's Hospital, Boston, MA, United States
| | - Drew A Birrenkott
- Center for Vascular Emergencies, Department of Emergency Medicine, Massachusetts General Hospital, Boston, MA, United States
- Department of Emergency Medicine, Harvard Medical School, Boston, MA, United States
- Department of Emergency Medicine, Brigham and Women's Hospital, Boston, MA, United States
| | - Karsten Stannek
- Center for Vascular Emergencies, Department of Emergency Medicine, Massachusetts General Hospital, Boston, MA, United States
| | - Eun Sang Lee
- Center for Vascular Emergencies, Department of Emergency Medicine, Massachusetts General Hospital, Boston, MA, United States
| | - Isabel Dhar
- Center for Vascular Emergencies, Department of Emergency Medicine, Massachusetts General Hospital, Boston, MA, United States
| | - Jesse O Wrenn
- Department of Emergency Medicine, Vanderbilt University Medical Center, Nashville, TN, United States
| | - William B Stubblefield
- Department of Emergency Medicine, Vanderbilt University Medical Center, Nashville, TN, United States
| | - Christopher Kabrhel
- Center for Vascular Emergencies, Department of Emergency Medicine, Massachusetts General Hospital, Boston, MA, United States
- Department of Emergency Medicine, Harvard Medical School, Boston, MA, United States
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Yuriditsky E, Zhang RS, Zhang P, Horowitz JM, Bernard S, Greco AA, Postelnicu R, Mukherjee V, Hena K, Elbaum L, Alviar CL, Keller NM, Bangalore S. Inferior vena cava contrast reflux grade is associated with a reduced cardiac index in acute pulmonary embolism. Thromb Res 2024; 244:109177. [PMID: 39369656 DOI: 10.1016/j.thromres.2024.109177] [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: 06/10/2024] [Revised: 09/22/2024] [Accepted: 10/01/2024] [Indexed: 10/08/2024]
Abstract
BACKGROUND AND AIMS Patients with intermediate-risk pulmonary embolism (PE) commonly present with a significantly reduced cardiac index (CI). However, the identification of this more severe profile requires invasive hemodynamic monitoring. Whether inferior vena cava (IVC) contrast reflux, as a marker of worse right ventricular function, can predict invasive hemodynamics has not been explored. METHODS This was a single-center retrospective study over a 3-year period of consecutive patients with PE undergoing mechanical thrombectomy and simultaneous pulmonary artery catheterization. CT pulmonary angiograms were reviewed, and contrast reflux was graded as no/minimal reflux (limited to the IVC) or substantial (opacification including hepatic veins) based on an established scale. RESULTS Substantial contrast reflux was present in 29 of 85 patients (34 %) and associated with a lower CI (1.8 ± 0.4 L/min/m2 v. 2.6 ± 1.0 L/min/m2, p < 0.001), higher pulmonary artery systolic pressure (53.2 ± 19.5 mmHg v. 44.0 ± 12.1 mmHg, p = 0.025), and worse right ventricular systolic function. An IVC contrast reflux grade > 3 was a significant predictor for a CI ≤2.2 L/min/m2 (OR: 22.5, 95 % CI: 4.8, 104.4, p < 0.001). Sensitivity, specificity, positive predictive value, and negative predictive value for substantial contrast reflux for a CI ≤2.2 L/min/m2 were 62.6 %, 93.1 %, 94.6 %, and 56.2 %, respectively. These findings remained significant in a multivariable model and were similar when isolating for intermediate-risk patients (n = 72, 85 %). CONCLUSIONS The degree of contrast reflux is highly specific for a reduced cardiac index in PE even when isolating for intermediate-risk patients. Real-time prediction of a hemodynamic profile may have added value in the risk-stratification of PE.
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Affiliation(s)
- Eugene Yuriditsky
- Division of Cardiology, Department of Medicine, NYU Grossman School of Medicine, New York, NY, USA.
| | - Robert S Zhang
- Division of Cardiology, Weill Cornell Medicine, New York, NY, USA
| | - Peter Zhang
- Department of Medicine, NYU Grossman School of Medicine, New York, NY, USA
| | - James M Horowitz
- Division of Cardiology, Department of Medicine, NYU Grossman School of Medicine, New York, NY, USA
| | - Samuel Bernard
- Division of Cardiology, Department of Medicine, NYU Grossman School of Medicine, New York, NY, USA
| | - Allison A Greco
- Division of Pulmonary, Critical Care, and Sleep Medicine, Department of Medicine, NYU Grossman School of Medicine, New York, NY, USA
| | - Radu Postelnicu
- Division of Pulmonary, Critical Care, and Sleep Medicine, Department of Medicine, NYU Grossman School of Medicine, New York, NY, USA
| | - Vikramjit Mukherjee
- Division of Pulmonary, Critical Care, and Sleep Medicine, Department of Medicine, NYU Grossman School of Medicine, New York, NY, USA
| | - Kerry Hena
- Division of Pulmonary, Critical Care, and Sleep Medicine, Department of Medicine, NYU Grossman School of Medicine, New York, NY, USA
| | - Lindsay Elbaum
- Division of Cardiology, Department of Medicine, NYU Grossman School of Medicine, New York, NY, USA
| | - Carlos L Alviar
- Division of Cardiology, Department of Medicine, NYU Grossman School of Medicine, New York, NY, USA
| | - Norma M Keller
- Division of Cardiology, Department of Medicine, NYU Grossman School of Medicine, New York, NY, USA
| | - Sripal Bangalore
- Division of Cardiology, Department of Medicine, NYU Grossman School of Medicine, New York, NY, USA
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Goraya SR, O'Hare C, Grace KA, Schaeffer WJ, Hyder SN, Barnes GD, Greineder CF. Optimizing Use of High-Sensitivity Troponin for Risk-Stratification of Acute Pulmonary Embolism. Thromb Haemost 2024; 124:1134-1142. [PMID: 38788767 DOI: 10.1055/s-0044-1786820] [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: 05/26/2024]
Abstract
BACKGROUND High-sensitivity troponin T (HS-TnT) may improve risk-stratification in hemodynamically stable acute pulmonary embolism (PE), but an optimal strategy for combining this biomarker with clinical risk-stratification tools has not been determined. STUDY HYPOTHESIS We hypothesized that different HS-TnT cutoff values may be optimal for identifying (1) low-risk patients who may be eligible for outpatient management and (2) patients at increased risk of clinical deterioration who might benefit from advanced PE therapies. METHODS Retrospective analysis of hemodynamically stable patients in the University of Michigan acute ED-PE registry with available HS-TnT values. Primary and secondary outcomes were 30-day mortality and need for intensive care unit-level care. Receiver operating characteristic curves were used to determine optimal HS-TnT cutoffs in the entire cohort, and for those at higher risk based on the simplified Pulmonary Embolism Severity Index (PESI) or imaging findings. RESULTS The optimal HS-TnT cutoff in the full cohort, 12 pg/mL, was significantly associated with 30-day mortality (odds ratio [OR]: 3.94, 95% confidence interval [CI]: 1.48-10.50) and remained a significant predictor after adjusting for the simplified PESI (sPESI) score and serum creatinine (adjusted OR: 3.05, 95% CI: 1.11-8.38). A HS-TnT cutoff of 87 pg/mL was associated with 30-day mortality (OR: 5.01, 95% CI: 2.08-12.06) in patients with sPESI ≥1 or right ventricular dysfunction. CONCLUSION In this retrospective, single-center study of acute PE patients, we identified distinct optimal HS-TnT values for different clinical uses-a lower cutoff, which identified low-risk patients even in the absence of other risk-stratification methods, and a higher cutoff, which was strongly associated with adverse outcomes in patients at increased risk.
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Affiliation(s)
- Sayhaan R Goraya
- University of Michigan Medical School, Ann Arbor, Michigan, United States
| | - Connor O'Hare
- Department of Emergency Medicine, University of Michigan, Ann Arbor, Michigan, United States
| | - Kelsey A Grace
- Department of Emergency Medicine, University of Michigan, Ann Arbor, Michigan, United States
| | - William J Schaeffer
- Department of Emergency Medicine, University of Michigan, Ann Arbor, Michigan, United States
| | - S Nabeel Hyder
- Division of Cardiovascular Medicine, Department of Internal Medicine, Frankel Cardiovascular Center, University of Michigan, Ann Arbor, Michigan, United States
| | - Geoffrey D Barnes
- University of Michigan Medical School, Ann Arbor, Michigan, United States
- Division of Cardiovascular Medicine, Department of Internal Medicine, Frankel Cardiovascular Center, University of Michigan, Ann Arbor, Michigan, United States
| | - Colin F Greineder
- University of Michigan Medical School, Ann Arbor, Michigan, United States
- Department of Emergency Medicine, University of Michigan, Ann Arbor, Michigan, United States
- Department of Pharmacology, University of Michigan, Ann Arbor, Michigan, United States
- BioInterfaces Institute, University of Michigan, Ann Arbor, Michigan, United States
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Henkin S, Ujueta F, Sato A, Piazza G. Acute Pulmonary Embolism: Evidence, Innovation, and Horizons. Curr Cardiol Rep 2024; 26:1249-1264. [PMID: 39215952 DOI: 10.1007/s11886-024-02128-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 08/23/2024] [Indexed: 09/04/2024]
Abstract
PURPOSE OF REVIEW Pulmonary embolism (PE) is the third most common cause of cardiovascular morbidity and mortality. The goal of this review is to discuss the most up-to-date literature on epidemiology, diagnosis, risk stratification, and management of acute PE. RECENT FINDINGS Despite an increase in annual incidence rate of PE in the United States and development of multiple advanced therapies for treatment of acute PE, PE-related mortality is not consistently decreasing across populations. Although multiple risk stratification schemes have been developed, it is still unclear which advanced therapy should be used for the individual patient and optimal timing. Fortunately, multiple randomized clinical trials are underway to answer these questions. Nevertheless, up to 50% of patients have persistent reduced quality of life 6 months after acute PE, termed post-PE syndrome. Despite advances in therapeutic options for management of acute PE, many questions remain unanswered, including optimal risk stratification and management of acute PE.
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Affiliation(s)
- Stanislav Henkin
- Gonda Vascular Center, Department of Cardiovascular Medicine, Mayo Clinic, Rochester, MN, USA.
| | - Francisco Ujueta
- Division of Cardiovascular Medicine, Department of Medicine, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA
| | - Alyssa Sato
- Thrombosis Research Group, Brigham and Women's Hospital, Harvard Medical School, Boston, USA
| | - Gregory Piazza
- Division of Cardiovascular Medicine, Department of Medicine, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA
- Thrombosis Research Group, Brigham and Women's Hospital, Harvard Medical School, Boston, USA
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Yuriditsky E, Zhang RS, Bakker J, Horowitz JM, Zhang P, Bernard S, Greco AA, Postelnicu R, Mukherjee V, Hena K, Elbaum L, Alviar CL, Keller NM, Bangalore S. Relationship between the mixed venous-to-arterial carbon dioxide gradient and the cardiac index in acute pulmonary embolism. EUROPEAN HEART JOURNAL. ACUTE CARDIOVASCULAR CARE 2024; 13:493-500. [PMID: 38454794 DOI: 10.1093/ehjacc/zuae031] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/23/2024] [Revised: 02/27/2024] [Accepted: 02/28/2024] [Indexed: 03/09/2024]
Abstract
AIMS Among patients with acute pulmonary embolism (PE) undergoing mechanical thrombectomy, the cardiac index (CI) is frequently reduced even among those without a clinically apparent shock. The purpose of this study is to describe the mixed venous-to-arterial carbon dioxide gradient (CO2 gap), a surrogate of perfusion adequacy, among patients with acute PE undergoing mechanical thrombectomy. METHODS AND RESULTS This was a single-centre retrospective study of consecutive patients with PE undergoing mechanical thrombectomy and simultaneous pulmonary artery catheterization over a 3-year period. Of 107 patients, 97 had simultaneous mixed venous and arterial blood gas measurements available. The CO2 gap was elevated (>6 mmHg) in 51% of the cohort and in 49% of patients with intermediate-risk PE. A reduced CI (≤2.2 L/min/m2) was associated with an increased odds [odds ratio = 7.9; 95% confidence interval (CI) 3.49-18.1, P < 0.001] for an elevated CO2 gap. There was an inverse relationship between the CI and the CO2 gap. For every 1 L/min/m2 decrease in the CI, the CO2 gap increased by 1.3 mmHg (P = 0.001). Among patients with an elevated baseline CO2 gap >6 mmHg, thrombectomy improved the CO2 gap, CI, and mixed venous oxygen saturation. When the CO2 gap was dichotomized above and below 6, there was no difference in the in-hospital mortality rate (9 vs. 0%; P = 0.10; hazard ratio: 1.24; 95% CI 0.97-1.60; P = 0.085). CONCLUSION Among patients with acute PE undergoing mechanical thrombectomy, the CO2 gap is abnormal in nearly 50% of patients and inversely related to the CI. Further studies should examine the relationship between markers of perfusion and outcomes in this population to refine risk stratification.
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Affiliation(s)
- Eugene Yuriditsky
- Division of Cardiology, Department of Medicine, NYU Grossman School of Medicine, 550 First Ave. Kimmel 15, New York, NY 10016, USA
| | - Robert S Zhang
- Division of Cardiology, Department of Medicine, NYU Grossman School of Medicine, 550 First Ave. Kimmel 15, New York, NY 10016, USA
| | - Jan Bakker
- Division of Pulmonary, Critical Care, and Sleep Medicine, Department of Medicine, NYU Grossman School of Medicine, 550 First Ave. Kimmel 15, New York, NY 10016, USA
| | - James M Horowitz
- Division of Cardiology, Department of Medicine, NYU Grossman School of Medicine, 550 First Ave. Kimmel 15, New York, NY 10016, USA
| | - Peter Zhang
- Department of Medicine, NYU Grossman School of Medicine, 550 First Ave. Kimmel 15, New York, NY 10016, USA
| | - Samuel Bernard
- Division of Cardiology, Department of Medicine, NYU Grossman School of Medicine, 550 First Ave. Kimmel 15, New York, NY 10016, USA
| | - Allison A Greco
- Division of Pulmonary, Critical Care, and Sleep Medicine, Department of Medicine, NYU Grossman School of Medicine, 550 First Ave. Kimmel 15, New York, NY 10016, USA
| | - Radu Postelnicu
- Division of Pulmonary, Critical Care, and Sleep Medicine, Department of Medicine, NYU Grossman School of Medicine, 550 First Ave. Kimmel 15, New York, NY 10016, USA
| | - Vikramjit Mukherjee
- Division of Pulmonary, Critical Care, and Sleep Medicine, Department of Medicine, NYU Grossman School of Medicine, 550 First Ave. Kimmel 15, New York, NY 10016, USA
| | - Kerry Hena
- Division of Pulmonary, Critical Care, and Sleep Medicine, Department of Medicine, NYU Grossman School of Medicine, 550 First Ave. Kimmel 15, New York, NY 10016, USA
| | - Lindsay Elbaum
- Division of Cardiology, Department of Medicine, NYU Grossman School of Medicine, 550 First Ave. Kimmel 15, New York, NY 10016, USA
| | - Carlos L Alviar
- Division of Cardiology, Department of Medicine, NYU Grossman School of Medicine, 550 First Ave. Kimmel 15, New York, NY 10016, USA
| | - Norma M Keller
- Division of Cardiology, Department of Medicine, NYU Grossman School of Medicine, 550 First Ave. Kimmel 15, New York, NY 10016, USA
| | - Sripal Bangalore
- Division of Cardiology, Department of Medicine, NYU Grossman School of Medicine, 550 First Ave. Kimmel 15, New York, NY 10016, USA
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9
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Ryll MJ, Zodl A, Weingarten TN, Rabinstein AA, Warner DO, Schroeder DR, Sprung J. Predicting Hospital Survival in Patients Admitted to ICU with Pulmonary Embolism. J Intensive Care Med 2024; 39:455-464. [PMID: 37964551 PMCID: PMC10935623 DOI: 10.1177/08850666231212875] [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] [Indexed: 11/16/2023]
Abstract
OBJECTIVE The Pulmonary Embolism Severity Index (PESI) and simplified PESI (sPESI) predict mortality for patients with PE. We compared PESI/sPESI to the Acute Physiology and Chronic Health Evaluation IV (APACHE-IV) in predicting mortality in patients with PE admitted to the intensive care unit (ICU). Additionally, we assessed the performance of a novel ICU-sPESI score created by adding three clinical variables associated with acuity of PE presentation (intubation, confusion [altered mental status], use of vasoactive infusions) to sPESI. MATERIALS AND METHODS Using the eICU Collaborative Research Database from 2014 to 2015, we conducted a large retrospective cohort study of adult patients admitted to the ICU with a primary diagnosis of PE. We calculated APACHE-IV, PESI, sPESI, and ICU-sPESI scores and compared their performance for predicting in-hospital mortality using area under the receiver operating characteristic (AUROC) curve. Score thresholds for >99% negative predictive values (NPV) were calculated for each score. Survival was estimated using the Kaplan-Meier method. RESULTS We included 1424 PE cases. In-hospital mortality was 6.3% [95% CI: 5.1%-7.6%]. AUROC for APACHE-IV, PESI, and sPESI were 0.870, 0.848, and 0.777, respectively. APACHE-IV and PESI outperformed sPESI (P < 0.01 for both comparisons), while APACHE-IV and PESI demonstrated similar performance (P = 0.322). The ICU-sPESI performance was similar to APACHE-IV and PESI (AUROC = 0.847; AUROC comparison: APACHE-IV vs ICU-sPESI: P = 0.396; PESI vs ICU-sPESI: P = 0.945). Hospital mortality for ICU-sPESI scores 0-2 was 1.1%, and for scores 3, 4, 5, 6, and ≥7 was 8.6%, 11.7%, 29.2%, 37.5%, and 76.9%, respectively. Score thresholds for >99% NPV were ≤48 for APACHE-IV, ≤115 for PESI, and 0 points for sPESI and ICU-sPESI. CONCLUSIONS By accounting for severity of PE presentation, our newly proposed ICU-sPESI score provided improved PE mortality prediction compared to the original sPESI score and offered excellent discrimination of mortality risk.
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Affiliation(s)
- Martin J. Ryll
- Faculty of Medicine, Ludwig Maximilian University of Munich, Munich, Germany
| | - Aurelia Zodl
- Faculty of Medicine, Ludwig Maximilian University of Munich, Munich, Germany
| | - Toby N. Weingarten
- Department of Anesthesiology and Perioperative Medicine, Mayo Clinic College of Medicine and Science, Rochester, Minnesota, USA
| | | | - David O. Warner
- Department of Anesthesiology and Perioperative Medicine, Mayo Clinic College of Medicine and Science, Rochester, Minnesota, USA
| | - Darrell R. Schroeder
- Health Sciences Research, Division of Epidemiology, Mayo Clinic College of Medicine and Science, Rochester, Minnesota, USA
| | - Juraj Sprung
- Department of Anesthesiology and Perioperative Medicine, Mayo Clinic College of Medicine and Science, Rochester, Minnesota, USA
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10
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Yuriditsky E. Refining outcome prediction in intermediate-risk pulmonary embolism: The added value of advanced echocardiographic right ventricular assessment. Echocardiography 2024; 41:e15820. [PMID: 38690627 DOI: 10.1111/echo.15820] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/04/2024] [Accepted: 04/08/2024] [Indexed: 05/02/2024] Open
Affiliation(s)
- Eugene Yuriditsky
- Division of Cardiology, Department of Medicine, NYU Grossman School of Medicine, New York, New York, USA
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11
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Birrenkott DA, Kabrhel C, Dudzinski DM. Intermediate-Risk and High-Risk Pulmonary Embolism: Recognition and Management: Cardiology Clinics: Cardiac Emergencies. Cardiol Clin 2024; 42:215-235. [PMID: 38631791 DOI: 10.1016/j.ccl.2024.02.008] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 04/19/2024]
Abstract
Pulmonary embolism (PE) is the third most common cause of cardiovascular death. Every specialty of medical practitioner will encounter PE in their patients, and should be prepared to employ contemporary strategies for diagnosis and initial risk-stratification. Treatment of PE is based on risk-stratification, with anticoagulation for all patients, and advanced modalities including systemic thrombolysis, catheter-directed therapies, and mechanical circulatory supports utilized in a manner paralleling PE severity and clinical context.
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Affiliation(s)
- Drew A Birrenkott
- Department of Emergency Medicine, Massachusetts General Hospital, 55 Fruit Street, Boston, MA 02114, USA; Center for Vascular Emergencies, Massachusetts General Hospital, 55 Fruit Street, Boston, MA 02114, USA
| | - Christopher Kabrhel
- Department of Emergency Medicine, Massachusetts General Hospital, 55 Fruit Street, Boston, MA 02114, USA; Center for Vascular Emergencies, Massachusetts General Hospital, 55 Fruit Street, Boston, MA 02114, USA
| | - David M Dudzinski
- Center for Vascular Emergencies, Massachusetts General Hospital, 55 Fruit Street, Boston, MA 02114, USA; Division of Cardiology, Massachusetts General Hospital, 55 Fruit Street, Boston, MA 02114, USA; Cardiac Intensive Care Unit, Massachusetts General Hospital, 55 Fruit Street, Boston, MA 02114, USA.
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12
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Elheet AA, Elhadidy AF, Farrag MH, Mahmoud MA, Ibrahim AA, AlAbdali AM, Kazim H, Elganainy MN. Ultrasound-Facilitated, Catheter-Directed Thrombolysis for Acute Pulmonary Embolism. Cureus 2024; 16:e57345. [PMID: 38690498 PMCID: PMC11060753 DOI: 10.7759/cureus.57345] [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] [Accepted: 03/28/2024] [Indexed: 05/02/2024] Open
Abstract
BACKGROUND Acute pulmonary embolism (APE) poses a significant risk to patient health, with treatment options varying in efficacy and safety. Ultrasound-facilitated catheter-directed thrombolysis (USCDT) has emerged as a potential alternative to conventional catheter-directed thrombolysis (CDT) for patients with intermediate to high-risk APE. This study aimed to compare the efficacy and safety of USCDT versus conventional CDT in patients with intermediate to high-risk APE. METHODS This observational retrospective study was conducted at the Armed Forces Hospital, Al-Hada, Taif, the Kingdom of Saudi Arabia (KSA), on 135 patients diagnosed with APE and treated with either USCDT or CDT (58 underwent CDT, while 77 underwent USCDT). The primary efficacy outcome was the change in the right ventricle to the left ventricle (RV/LV) diameter ratio. Secondary outcomes included changes in pulmonary artery systolic pressure and the Miller angiographic obstruction index score. Safety outcomes focused on major bleeding events. RESULTS Both USCDT and CDT significantly reduced RV/LV diameter ratio (from 1.35 ± 0.14 to 1.05 ± 0.17, P < 0.001) and systolic pulmonary artery pressure (SPAP) (from 55 ± 7 mmHg to 38 ± 7 mmHg, P < 0.001) at 48- and 12-hours post-procedure, respectively, with no significant differences between treatments. However, USCDT was associated with a significantly lower rate of major bleeding events compared to CDT (0% vs. 3.4%, P = 0.008). Multivariate logistic regression analysis revealed that USCDT was associated with a 71.9% risk reduction of bleeding (OR = 0.281, 95% CI = 0.126 - 0.627, P = 0.002). CONCLUSIONS USCDT is a safe and effective alternative to CDT for the treatment of intermediate to high-risk APE, as it significantly reduces the risk of major bleeding.
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Affiliation(s)
- Ahmed A Elheet
- Cardiovascular Disease, Mahalla Cardiac Center, Tanta, EGY
- Cardiovascular Disease, Al Hada Armed Forces Hospital, Taif, SAU
| | | | - Mohamad H Farrag
- Cardiovascular Medicine, Al Hada Armed Force Hospital, Taif, SAU
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13
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Tehrani BN, Batchelor WB, Spinosa D. High-Risk Acute Pulmonary Embolism: Where Do We Go From Here? J Am Coll Cardiol 2024; 83:44-46. [PMID: 38171709 DOI: 10.1016/j.jacc.2023.11.001] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/06/2023] [Accepted: 11/06/2023] [Indexed: 01/05/2024]
Affiliation(s)
| | | | - David Spinosa
- Inova Schar Heart and Vascular, Falls Church, Virginia, USA; Fairfax Radiologic Consultants, Fairfax, Virginia, USA
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14
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Najarro M, Briceño W, Rodríguez C, Muriel A, González S, Castillo A, Jara I, Rali P, Toma C, Bikdeli B, Jiménez D. Shock score for prediction of clinical outcomes among stable patients with acute symptomatic pulmonary embolism. Thromb Res 2024; 233:18-24. [PMID: 37988846 DOI: 10.1016/j.thromres.2023.11.011] [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: 08/20/2023] [Revised: 10/13/2023] [Accepted: 11/10/2023] [Indexed: 11/23/2023]
Abstract
BACKGROUND The Composite Pulmonary Embolism Shock (CPES) score has been developed to identify normotensive patients with acute pulmonary embolism (PE) and a low cardiac index (referred to as normotensive shock). We aimed to externally assess the validity of this model for predicting a complicated course among hemodynamically stable patients with acute PE. METHODS Using prospectively collected data from the PROgnosTic valuE of Computed Tomography scan (PROTECT) study, we calculated the CPES score for each patient and the proportion of patients with a score > 3. We calculated the test performance characteristics to predict a complicated course (i.e., death from any cause, hemodynamic collapse, or recurrent PE) and the discriminatory power using the area under the receiver operating characteristic curve. RESULTS Sixty-three of the 848 (7.4 %) patients had a complicated course during the 30-day follow-up period. Of the 848 enrolled patients, the CPES score was positive (i.e., score > 3) in 78 (9.2 %). The specificity was 92.1 % (723/785), the positive predictive value was 20.5 % (16/78), and the positive likelihood ratio was 3.22 for a complicated course. The areas under the receiver operating characteristic curve for a complicated course were 0.71 (95 % confidence interval [CI], 0.65-0.78). With the higher score risk classification threshold (cutoff score > 4), the proportion of patients designated as positive was 2.1 %, and the specificity was 98.1 %. When echocardiographic right ventricle (RV) dysfunction was replaced by computed tomographic RV enlargement, the specificity was 85.4 %, the positive predictive value was 14.2 %, and the positive likelihood ratio was 2.06 for a complicated course. When analyses were restricted to the subgroup of patients with intermediate-risk PE, the specificity and the positive predictive value for a complicated course were identical to the overall cohort. CONCLUSIONS The CPES score has acceptable C-statistic, excellent specificity, and low positive predictive value for identification of hemodynamic deterioration in normotensive patients with PE. CLINICALTRIALS gov number: NCT02238639.
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Affiliation(s)
- Marta Najarro
- Emergency Department, Hospital Ramón y Cajal and Instituto Ramón y Cajal de Investigación Sanitaria (IRYCIS), Madrid, Spain
| | - Winnifer Briceño
- Respiratory Department, Hospital Ramón y Cajal and Instituto Ramón y Cajal de Investigación Sanitaria (IRYCIS), Madrid, Spain
| | - Carmen Rodríguez
- Respiratory Department, Hospital Ramón y Cajal and Instituto Ramón y Cajal de Investigación Sanitaria (IRYCIS), Madrid, Spain
| | - Alfonso Muriel
- Biostatistics Department, Hospital Ramón y Cajal and Instituto Ramón y Cajal de Investigación Sanitaria IRYCIS, CIBER Epidemiología y Salud Pública (CIBERESP), Madrid, Spain
| | - Sara González
- Respiratory Department, Hospital Ramón y Cajal and Instituto Ramón y Cajal de Investigación Sanitaria (IRYCIS), Madrid, Spain
| | - Ana Castillo
- Respiratory Department, Hospital Ramón y Cajal and Instituto Ramón y Cajal de Investigación Sanitaria (IRYCIS), Madrid, Spain
| | - Ignacio Jara
- Respiratory Department, Hospital Ramón y Cajal and Instituto Ramón y Cajal de Investigación Sanitaria (IRYCIS), Madrid, Spain
| | - Parth Rali
- Department of Thoracic Medicine and Surgery, Lewis Katz School of Medicine, Temple University Hospital, Philadelphia, PA, USA
| | - Catalin Toma
- Division of Cardiology, University of Pittsburgh School of Medicine, Pittsburgh, PA, USA
| | - Behnood Bikdeli
- Cardiovascular Medicine Division, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA; Center for Outcomes Research and Evaluation (CORE), Yale University School of Medicine, New Haven, CT, USA.; Cardiovascular Research Foundation, New York, USA
| | - David Jiménez
- Respiratory Department, Hospital Ramón y Cajal and Instituto Ramón y Cajal de Investigación Sanitaria (IRYCIS), Madrid, Spain; CIBER Enfermedades Respiratorias (CIBERES), Madrid, Spain; Medicine Department, Universidad de Alcalá, Madrid, Spain.
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15
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Marginean A, Arora P, Walsh K, Bruno E, Sawalski C, Gupta R, Greathouse F, Clarke J, Mallery Q, Choi MH, Malas W, Shah P, Sutherland D, Kumar A, Wroblewski I, Elkaryoni A, Desai P, Brailovsky Y, Darki A. Utilization of a Novel Scoring System in Predicting 30-day Mortality in Acute Pulmonary Embolism, the CLOT-5 Pilot Study. Clin Appl Thromb Hemost 2024; 30:10760296241278353. [PMID: 39183532 PMCID: PMC11348478 DOI: 10.1177/10760296241278353] [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: 05/27/2024] [Revised: 07/24/2024] [Accepted: 08/09/2024] [Indexed: 08/27/2024] Open
Abstract
OBJECTIVES To construct a new scoring system utilizing biomarkers, vitals, and imaging data to predict 30-day mortality in acute pulmonary embolism (PE). BACKGROUND Acute PE, a well-known manifestation of venous thromboembolic disease, is responsible for over 100,000 deaths worldwide yearly. Contemporary management algorithms rely on a multidisciplinary approach to care via PE response teams (PERT) in the identification of low, intermediate, and high-risk patients. The PESI and sPESI scores have been used as cornerstones of the triage process in assigning risk of 30-day mortality for patients presenting with acute PE; however, the specificity of these scoring systems has often come into question. METHODS This study retrospectively analyzed 488 patients with acute PE who were managed at a tertiary care institution with either conservative therapy consisting of low molecular weight or unfractionated heparin, advanced therapies consisting of catheter directed therapies, aspiration thrombectomy, or a combination of these therapies, or surgical embolectomy. The CLOT-5 score was designed to include vital signs, biomarkers, and imaging data to predict 30-day mortality in patients presenting with acute PE. RESULTS The CLOT-5 score had an area under the curve (AUC) of 0.901 with a standard error of 0.29, while the PESI and sPESI scores had an AUC and standard errors of 0.793 ±- 0.43 and 0.728 ± 0.55, respectively. CONCLUSIONS When incorporated into the management algorithms of national PERT programs, the CLOT-5 score may allow for rapid and comprehensive assessment of patients with acute PE at high risk for clinical decompensation, leading to early escalation of care where appropriate.
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Affiliation(s)
- Alexandru Marginean
- Department of Cardiology, Loyola University Medical Center, Maywood, IL, USA
| | - Punit Arora
- Department of Medicine, Loyola University Medical Center, Maywood, IL, USA
| | - Kevin Walsh
- Department of Cardiology, Loyola University Medical Center, Maywood, IL, USA
| | - Elizabeth Bruno
- Department of Medicine, Loyola University Medical Center, Maywood, IL, USA
| | - Cathryn Sawalski
- Department of Medicine, Loyola University Medical Center, Maywood, IL, USA
| | - Riya Gupta
- Department of Medicine, Loyola University Medical Center, Maywood, IL, USA
| | - Frances Greathouse
- Department of Medicine, Loyola University Medical Center, Maywood, IL, USA
| | - Jacob Clarke
- Department of Medicine, Loyola University Medical Center, Maywood, IL, USA
| | - Quinn Mallery
- Department of Medicine, Loyola University Medical Center, Maywood, IL, USA
| | - Myoung Hyun Choi
- Department of Medicine, Loyola University Medical Center, Maywood, IL, USA
| | - Waddah Malas
- Department of Cardiology, Loyola University Medical Center, Maywood, IL, USA
| | - Parth Shah
- Department of Cardiology, Loyola University Medical Center, Maywood, IL, USA
| | - David Sutherland
- Department of Cardiology, Loyola University Medical Center, Maywood, IL, USA
| | - Amudha Kumar
- Department of Cardiology, Loyola University Medical Center, Maywood, IL, USA
| | - Igor Wroblewski
- Department of Cardiology, Loyola University Medical Center, Maywood, IL, USA
| | - Ahmed Elkaryoni
- Department of Cardiology, Loyola University Medical Center, Maywood, IL, USA
| | - Parth Desai
- Department of Cardiology, Loyola University Medical Center, Maywood, IL, USA
| | | | - Amir Darki
- Department of Cardiology, Loyola University Medical Center, Maywood, IL, USA
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16
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de Wit K, D'Arsigny CL. Risk stratification of acute pulmonary embolism. J Thromb Haemost 2023; 21:3016-3023. [PMID: 37187357 DOI: 10.1016/j.jtha.2023.05.003] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/30/2022] [Revised: 04/18/2023] [Accepted: 05/01/2023] [Indexed: 05/17/2023]
Abstract
Approximately 5% of pulmonary embolism (PE) cases present with persistent hypotension, obstructive shock, or cardiac arrest. Given the high short-term mortality, management of high-risk PE cases focuses on immediate reperfusion therapies. Risk stratification of normotensive PE is important to identify patients with an elevated risk of hemodynamic collapse or an elevated risk of major bleeding. Risk stratification for short-term hemodynamic collapse includes assessment of physiological parameters, right heart dysfunction, and identification of comorbidities. Validated tools such as European Society of Cardiology guidelines and Bova score can identify normotensive patients with PE and an elevated risk of subsequent hemodynamic collapse. At present, we lack high-quality evidence to recommend one treatment over another (systemic thrombolysis, catheter-directed therapy, or anticoagulation with close monitoring) for patients at elevated risk of hemodynamic collapse. Newer, less well-validated scores such as BACS and PE-CH may help identify patients at a high risk of major bleeding following systemic thrombolysis. The PE-SARD score may identify those at risk of major anticoagulant-associated bleeding. Patients at low risk of short-term adverse outcomes can be considered for outpatient management. The simplified Pulmonary Embolism Severity Index score or Hestia criteria are safe decision aids when combined with physician global assessment of the need for hospitalization following the diagnosis of PE.
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Affiliation(s)
- Kerstin de Wit
- Department of Emergency Medicine, Queen's University, Kingston, Ontario, Canada; Division of Emergency Medicine, Department of Medicine, McMaster University, Hamilton, Ontario, Canada.
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17
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Mwansa H, Zghouzi M, Barnes GD. Unprovoked Venous Thromboembolism: The Search for the Cause. Med Clin North Am 2023; 107:861-882. [PMID: 37541713 DOI: 10.1016/j.mcna.2023.05.006] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 08/06/2023]
Abstract
Venous thromboembolism (VTE) is a common vascular disorder encompassing deep vein thrombosis (DVT) and pulmonary embolism (PE). There is no data on global estimates of VTE prevalence and incidence. Most patients with unprovoked VTE require secondary thromboprophylaxis upon the completion of the primary treatment phase if they have no high bleeding risk. Risk prediction models can help identify patients at low VTE recurrence risk who may discontinue anticoagulation upon the completion of the primary treatment phase.
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Affiliation(s)
- Hunter Mwansa
- Frankel Cardiovascular Center, University of Michigan, Ann Arbor, MI, USA
| | - Mohamed Zghouzi
- Frankel Cardiovascular Center, University of Michigan, Ann Arbor, MI, USA
| | - Geoffrey D Barnes
- Frankel Cardiovascular Center, University of Michigan, Ann Arbor, MI, USA.
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18
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Hyder SN, Goraya SR, Grace KA, O'Hare C, Schaeffer WJ, Stover M, Matthews T, Khaja MS, Liles A, Greineder CF, Barnes GD. Prediction of in-hospital deterioration in normotensive pulmonary embolism remains elusive: external validation of the calgary acute pulmonary embolism score. J Thromb Thrombolysis 2023; 56:327-332. [PMID: 37351823 PMCID: PMC10641891 DOI: 10.1007/s11239-023-02853-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 06/13/2023] [Indexed: 06/24/2023]
Abstract
Acute pulmonary embolism (PE) is a frequently diagnosed condition. Prediction of in-hospital deterioration is challenging with current risk models. The Calgary Acute Pulmonary Embolism (CAPE) score was recently derived to predict in-hospital adverse PE outcomes but has not yet been externally validated. Retrospective cohort study of normotensive acute pulmonary embolism cases diagnosed in our emergency department between 2017 and 2019. An external validation of the CAPE score was performed in this population for prediction of in-hospital adverse outcomes and a secondary outcome of 30-day all-cause mortality. Performance of the simplified Pulmonary Embolism Severity Index (sPESI) and Bova score was also evaluated. 712 patients met inclusion and exclusion criteria, with 536 patients having a sPESI score of 1 or more. Among this population, the CAPE score had a weak discriminative power to predict in-hospital adverse outcomes, with a calculated c-statistic of 0.57. In this study population, an external validation study found weak discriminative power of the CAPE score to predict in-hospital adverse outcomes among normotensive PE patients. Further efforts are needed to define risk assessment models that can identify normotensive PE patients at risk for in hospital deterioration. Identification of such patients will better guide intensive care utilization and invasive procedural management of PE.
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Affiliation(s)
- S Nabeel Hyder
- Frankel Cardiovascular Center, Department of Internal Medicine, University of Michigan Medical School, 2800 Plymouth Rd, B14 G214, Ann Arbor, MI, 48109-2800, USA
| | | | - Kelsey A Grace
- Department of Emergency Medicine, University of Michigan Medical School, Ann Arbor, MI, USA
| | - Connor O'Hare
- Department of Emergency Medicine, University of Michigan Medical School, Ann Arbor, MI, USA
| | - William J Schaeffer
- Department of Emergency Medicine, University of Michigan Medical School, Ann Arbor, MI, USA
| | - Michael Stover
- University of Michigan Medical School, Ann Arbor, MI, USA
| | - Timothy Matthews
- Center for Vascular Emergencies, Department of Emergency Medicine, Massachusetts General hospital, Harvard Medical School, Boston, MA, USA
| | - Minhaj S Khaja
- Department of Radiology, University of Michigan Medical School, Ann Arbor, MI, USA
| | - Amber Liles
- Department of Radiology, University of Michigan Medical School, Ann Arbor, MI, USA
| | - Colin F Greineder
- Department of Emergency Medicine, University of Michigan Medical School, Ann Arbor, MI, USA
| | - Geoffrey D Barnes
- Frankel Cardiovascular Center, Department of Internal Medicine, University of Michigan Medical School, 2800 Plymouth Rd, B14 G214, Ann Arbor, MI, 48109-2800, USA.
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19
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Bikdeli B, Lo YC, Khairani CD, Bejjani A, Jimenez D, Barco S, Mahajan S, Caraballo C, Secemsky EA, Klok FA, Hunsaker AR, Aghayev A, Muriel A, Wang Y, Hussain MA, Appah-Sampong A, Lu Y, Lin Z, Aneja S, Khera R, Goldhaber SZ, Zhou L, Monreal M, Krumholz HM, Piazza G. Developing Validated Tools to Identify Pulmonary Embolism in Electronic Databases: Rationale and Design of the PE-EHR+ Study. Thromb Haemost 2023; 123:649-662. [PMID: 36809777 PMCID: PMC11200175 DOI: 10.1055/a-2039-3222] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/23/2023]
Abstract
BACKGROUND Contemporary pulmonary embolism (PE) research, in many cases, relies on data from electronic health records (EHRs) and administrative databases that use International Classification of Diseases (ICD) codes. Natural language processing (NLP) tools can be used for automated chart review and patient identification. However, there remains uncertainty with the validity of ICD-10 codes or NLP algorithms for patient identification. METHODS The PE-EHR+ study has been designed to validate ICD-10 codes as Principal Discharge Diagnosis, or Secondary Discharge Diagnoses, as well as NLP tools set out in prior studies to identify patients with PE within EHRs. Manual chart review by two independent abstractors by predefined criteria will be the reference standard. Sensitivity, specificity, and positive and negative predictive values will be determined. We will assess the discriminatory function of code subgroups for intermediate- and high-risk PE. In addition, accuracy of NLP algorithms to identify PE from radiology reports will be assessed. RESULTS A total of 1,734 patients from the Mass General Brigham health system have been identified. These include 578 with ICD-10 Principal Discharge Diagnosis codes for PE, 578 with codes in the secondary position, and 578 without PE codes during the index hospitalization. Patients within each group were selected randomly from the entire pool of patients at the Mass General Brigham health system. A smaller subset of patients will also be identified from the Yale-New Haven Health System. Data validation and analyses will be forthcoming. CONCLUSIONS The PE-EHR+ study will help validate efficient tools for identification of patients with PE in EHRs, improving the reliability of efficient observational studies or randomized trials of patients with PE using electronic databases.
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Affiliation(s)
- Behnood Bikdeli
- Division of Cardiovascular Medicine, Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts, United States
- Thrombosis Research Group, Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts, United States
- YNHH/Yale Center for Outcomes Research and Evaluation (CORE), New Haven, Connecticut, United States
- Cardiovascular Research Foundation (CRF), New York, New York, United States
| | - Ying-Chih Lo
- Division of General Internal Medicine and Primary Care, Department of Medicine, Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts, United States
| | - Candrika D Khairani
- Thrombosis Research Group, Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts, United States
| | - Antoine Bejjani
- Thrombosis Research Group, Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts, United States
| | - David Jimenez
- Respiratory Department, Hospital Ramón y Cajal and Medicine Department, Universidad de Alcalá (Instituto de Ramón y Cajal de Investigación Sanitaria), Centro de Investigación Biomédica en Red de Enfermedades Respiratorias, Madrid, Spain
| | - Stefano Barco
- Department of Angiology, University Hospital Zurich, Zurich, Switzerland
- Center for Thrombosis and Hemostasis, Johannes Gutenberg University Mainz, Mainz, Germany
| | - Shiwani Mahajan
- YNHH/Yale Center for Outcomes Research and Evaluation (CORE), New Haven, Connecticut, United States
- Department of Internal Medicine, Yale School of Medicine, New Haven, Connecticut, United States
| | - César Caraballo
- YNHH/Yale Center for Outcomes Research and Evaluation (CORE), New Haven, Connecticut, United States
| | - Eric A Secemsky
- Richard A. and Susan F. Smith Center for Outcomes Research in Cardiology, Department of Medicine, Beth Israel Deaconess Medical Center, Boston, Massachusetts, United States
- Harvard Medical School, Boston, Massachusetts, United States
- Division of Cardiology, Department of Medicine, Beth Israel Deaconess Medical Center, Boston, Massachusetts, United States
| | - Frederikus A Klok
- Department of Medicine - Thrombosis and Hemostasis, Leiden University Medical Centre, Leiden, The Netherlands
| | - Andetta R Hunsaker
- Department of Radiology, Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts, United States
| | - Ayaz Aghayev
- Department of Radiology, Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts, United States
| | - Alfonso Muriel
- Clinical Biostatistics Unit. Hospital Universitario Ramón y Cajal. IRYCIS, CIBERESP: Universidad de Alcalá. Madrid, Spain
| | - Yun Wang
- YNHH/Yale Center for Outcomes Research and Evaluation (CORE), New Haven, Connecticut, United States
- Richard A. and Susan F. Smith Center for Outcomes Research in Cardiology, Department of Medicine, Beth Israel Deaconess Medical Center, Boston, Massachusetts, United States
| | - Mohamad A Hussain
- Division of Vascular and Endovascular Surgery, Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts, United States
- Centre for Surgery and Public Health, Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts, United States
| | - Abena Appah-Sampong
- Department of Surgery, Brigham and Women's Hospital, Boston, Massachusetts, United States
| | - Yuan Lu
- YNHH/Yale Center for Outcomes Research and Evaluation (CORE), New Haven, Connecticut, United States
| | - Zhenqiu Lin
- YNHH/Yale Center for Outcomes Research and Evaluation (CORE), New Haven, Connecticut, United States
| | - Sanjay Aneja
- Department of Therapeutic Radiology, Yale School of Medicine, New Haven, Connecticut, United States
| | - Rohan Khera
- YNHH/Yale Center for Outcomes Research and Evaluation (CORE), New Haven, Connecticut, United States
- Section of Cardiovascular Medicine, Department of Internal Medicine, Yale School of Medicine, New Haven, Connecticut, United States
| | - Samuel Z Goldhaber
- Division of Cardiovascular Medicine, Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts, United States
- Thrombosis Research Group, Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts, United States
| | - Li Zhou
- Division of General Internal Medicine and Primary Care, Department of Medicine, Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts, United States
| | - Manuel Monreal
- Cátedra de Enfermedad Tromboembólica, Universidad Católica de Murcia, Murcia, Spain
| | - Harlan M Krumholz
- YNHH/Yale Center for Outcomes Research and Evaluation (CORE), New Haven, Connecticut, United States
- Section of Cardiovascular Medicine, Department of Internal Medicine, Yale School of Medicine, New Haven, Connecticut, United States
- Department of Health Policy and Management, Yale School of Public Health, New Haven, Connecticut, United States
| | - Gregory Piazza
- Division of Cardiovascular Medicine, Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts, United States
- Thrombosis Research Group, Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts, United States
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20
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Brailovsky Y, Lakhter V, Newman J, Allen S, Elkaryoni A, Desai P, Masic D, Bechara CF, Bontekoe E, Hoppensteadt D, Lopez JJ, Siddiqui F, Iqbal O, Fareed J, Darki A. Fibrinolytic Status and Risk of Death After Acute Pulmonary Embolism. Clin Appl Thromb Hemost 2023; 29:10760296231162079. [PMID: 36911974 PMCID: PMC10014973 DOI: 10.1177/10760296231162079] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/14/2023] Open
Abstract
BACKGROUND Acute pulmonary embolism (PE) is a heterogeneous disease process with variable presentation and outcomes. The endogenous fibrinolytic system is a complex framework of regulatory pathways that maintains homeostasis by dissolving overabundant thrombi. We sought to investigate phenotypic profiles of the endogenous fibrinolytic system among patients presenting with acute PE and their impact on mortality. METHODS We enrolled all consecutive patients with acute PE in our institutional Pulmonary Embolism Response Team registry. We collected blood samples at the time of PE diagnosis and analyzed concentrations of plasminogen activator inhibitor 1 (PAI-1), thrombin-activatable fibrinolysis inhibitor (TAFI), and alpha-2-antiplasmin (A2A). We assessed the association of concentration of fibrinolytic inhibitors and 1-year all-cause mortality and various echocardiographic markers of right ventricular (RV) dysfunction. RESULTS There is significant variability of PAI-1, A2A, and TAFI concentrations across the spectrum of PE risk profiles with high PAI-1, low TAFI, and low A2A (herein referred to as a high-risk biomarker profile) correlating with worse PE severity. High-risk biomarker profile correlated with high-risk echocardiographic features of RV dysfunction, including increased RV/left ventricular (LV) ratio, low tricuspid annular plane systolic excursion, and low right ventricular outflow tract velocity time integral. Higher-risk biomarker profile was able to discriminate and independently identify patients at high risk of all-cause mortality (Group 2 HR 6 95% CI 1.3-27.8, Group 3 HR 12, 95% CI 1.7-86). CONCLUSIONS Further studies are needed to assess the exact pathophysiological link between fibrinolytic status and poor outcome after acute PE and to ascertain the impact of anti-inhibitors of the fibrinolytic system on response to therapy and outcomes after acute PE.
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Affiliation(s)
- Yevgeniy Brailovsky
- Jefferson Heart Institute, Sidney Kimmel School of Medicine, 23217Thomas Jefferson University, Philadelphia, PA, USA
| | | | - Joshua Newman
- 12248Loyola University Chicago, Stritch School of Medicine, Maywood, IL, USA
| | - Sorcha Allen
- 12248Loyola University Chicago, Stritch School of Medicine, Maywood, IL, USA
| | - Ahmed Elkaryoni
- 12248Loyola University Chicago, Stritch School of Medicine, Maywood, IL, USA
| | - Parth Desai
- 12248Loyola University Chicago, Stritch School of Medicine, Maywood, IL, USA
| | - Dalila Masic
- 12248Loyola University Chicago, Stritch School of Medicine, Maywood, IL, USA
| | - Carlos F Bechara
- 12248Loyola University Chicago, Stritch School of Medicine, Maywood, IL, USA
| | - Emily Bontekoe
- 12248Loyola University Chicago, Stritch School of Medicine, Maywood, IL, USA
| | - Debra Hoppensteadt
- 12248Loyola University Chicago, Stritch School of Medicine, Maywood, IL, USA
| | - John J Lopez
- 12248Loyola University Chicago, Stritch School of Medicine, Maywood, IL, USA
| | - Fakiha Siddiqui
- 12248Loyola University Chicago, Stritch School of Medicine, Maywood, IL, USA
| | - Omer Iqbal
- 12248Loyola University Chicago, Stritch School of Medicine, Maywood, IL, USA
| | - Jawed Fareed
- 12248Loyola University Chicago, Stritch School of Medicine, Maywood, IL, USA
| | - Amir Darki
- 12248Loyola University Chicago, Stritch School of Medicine, Maywood, IL, USA
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21
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Harvey JJ, Huang S, Uberoi R. Catheter-directed therapies for the treatment of high risk (massive) and intermediate risk (submassive) acute pulmonary embolism. Cochrane Database Syst Rev 2022; 8:CD013083. [PMID: 35938605 PMCID: PMC9358724 DOI: 10.1002/14651858.cd013083.pub2] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
Abstract
BACKGROUND Acute pulmonary embolism (APE) is a major cause of acute morbidity and mortality. APE results in long-term morbidity in up to 50% of survivors, known as post-pulmonary embolism (post-PE) syndrome. APE can be classified according to the short-term (30-day) risk of mortality, based on a variety of clinical, imaging and laboratory findings. Most mortality and morbidity is concentrated in high-risk (massive) and intermediate-risk (submassive) APE. The first-line treatment for APE is systemic anticoagulation. High-risk (massive) APE accounts for less than 10% of APE cases and is a life-threatening medical emergency, requiring immediate reperfusion treatment to prevent death. Systemic thrombolysis is the recommended treatment for high-risk (massive) APE. However, only a minority of the people affected receive systemic thrombolysis, due to comorbidities or the 10% risk of major haemorrhagic side effects. Of those who do receive systemic thrombolysis, 8% do not respond in a timely manner. Surgical pulmonary embolectomy is an alternative reperfusion treatment, but is not widely available. Intermediate-risk (submassive) APE represents 45% to 65% of APE cases, with a short-term mortality rate of around 3%. Systemic thrombolysis is not recommended for this group, as major haemorrhagic complications outweigh the benefit. However, the people at higher risk within this group have a short-term mortality of around 12%, suggesting that anticoagulation alone is not an adequate treatment. Identification and more aggressive treatment of people at intermediate to high risk, who have a more favourable risk profile for reperfusion treatments, could reduce short-term mortality and potentially reduce post-PE syndrome. Catheter-directed treatments (catheter-directed thrombolysis and catheter embolectomy) are minimally invasive reperfusion treatments for high- and intermediate-risk APE. Catheter-directed treatments can be used either as the primary treatment or as salvage treatment after failure of systemic thrombolysis. Catheter-directed thrombolysis administers 10% to 20% of the systemic thrombolysis dose directly into the thrombus in the lungs, potentially reducing the risks of haemorrhagic side effects. Catheter embolectomy mechanically removes the thrombus without the need for thrombolysis, and may be useful for people with contraindications for thrombolysis. Currently, the benefits of catheter-based APE treatments compared with existing medical and surgical treatment are unclear despite increasing adoption of catheter treatments by PE response teams. This review examines the evidence for the use of catheter-directed treatments in high- and intermediate-risk APE. This evidence could help guide the optimal treatment strategy for people affected by this common and life-threatening condition. OBJECTIVES To assess the effects of catheter-directed therapies versus alternative treatments for high-risk (massive) and intermediate-risk (submassive) APE. SEARCH METHODS We used standard, extensive Cochrane search methods. The latest search was 15 March 2022. SELECTION CRITERIA We included randomised controlled trials (RCTs) of catheter-directed therapies for the treatment of high-risk (massive) and intermediate-risk (submassive) APE. We excluded catheter-directed treatments for non-PE. We applied no restrictions on participant age or on the date, language or publication status of RCTs. DATA COLLECTION AND ANALYSIS We used standard Cochrane methods. The main outcomes were all-cause mortality, treatment-associated major and minor haemorrhage rates based on two established clinical definitions, recurrent APE requiring retreatment or change to a different APE treatment, length of hospital stay, and quality of life. We used GRADE to assess certainty of evidence for each outcome. MAIN RESULTS We identified one RCT (59 participants) of (ultrasound-augmented) catheter-directed thrombolysis for intermediate-risk (submassive) APE. We found no trials of any catheter-directed treatments (thrombectomy or thrombolysis) in people with high-risk (massive) APE or of catheter-based embolectomy in people with intermediate-risk (submassive) APE. The included trial compared ultrasound-augmented catheter-directed thrombolysis with alteplase and systemic heparinisation versus systemic heparinisation alone. In the treatment group, each participant received an infusion of alteplase 10 mg or 20 mg over 15 hours. We identified a high risk of selection and performance bias, low risk of detection and reporting bias, and unclear risk of attrition and other bias. Certainty of evidence was very low because of risk of bias and imprecision. By 90 days, there was no clear difference in all-cause mortality between the treatment group and control group. A single death occurred in the control group at 20 days after randomisation, but it was unrelated to the treatment or to APE (odds ratio (OR) 0.31, 95% confidence interval (CI) 0.01 to 7.96; 59 participants). By 90 days, there were no episodes of treatment-associated major haemorrhage in either the treatment or control group. There was no clear difference in treatment-associated minor haemorrhage between the treatment and control group by 90 days (OR 3.11, 95% CI 0.30 to 31.79; 59 participants). By 90 days, there were no episodes of recurrent APE requiring retreatment or change to a different APE treatment in the treatment or control group. There was no clear difference in the length of mean total hospital stay between the treatment and control groups. Mean stay was 8.9 (standard deviation (SD) 3.4) days in the treatment group versus 8.6 (SD 3.9) days in the control group (mean difference 0.30, 95% CI -1.57 to 2.17; 59 participants). The included trial did not investigate quality of life measures. AUTHORS' CONCLUSIONS: There is a lack of evidence to support widespread adoption of catheter-based interventional therapies for APE. We identified one small trial showing no clear differences between ultrasound-augmented catheter-directed thrombolysis with alteplase plus systemic heparinisation versus systemic heparinisation alone in all-cause mortality, major and minor haemorrhage rates, recurrent APE and length of hospital stay. Quality of life was not assessed. Multiple small retrospective case series, prospective patient registries and single-arm studies suggest potential benefits of catheter-based treatments, but they provide insufficient evidence to recommend this approach over other evidence-based treatments. Researchers should consider clinically relevant primary outcomes (e.g. mortality and exercise tolerance), rather than surrogate markers (e.g. right ventricular to left ventricular (RV:LV) ratio or thrombus burden), which have limited clinical utility. Trials must include a control group to determine if the effects are specific to the treatment.
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Affiliation(s)
- John J Harvey
- Trinity College, University of Oxford, Oxford, UK
- Department of Radiology, Royal Children's Hospital Melbourne, Parkville, Australia
| | - Shiwei Huang
- Department of Radiology, St George Hospital, Kogarah, Australia
| | - Raman Uberoi
- Department of Radiology, John Radcliffe NHS Trust Hospital, Oxford, UK
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22
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Bova C, Vigna E, Gentile M, Pignataro FS. Comparison of two scores in predicting pulmonary embolism-related adverse events in intermediate-high-risk patients: a systematic review and meta-analysis. Intern Emerg Med 2022; 17:1543-1546. [PMID: 35320490 DOI: 10.1007/s11739-022-02963-5] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/15/2021] [Accepted: 02/25/2022] [Indexed: 11/05/2022]
Affiliation(s)
- Carlo Bova
- Department of Internal Medicine, Azienda Ospedaliera, via Migliori 1, 87100, Cosenza, Italy.
| | - Ernesto Vigna
- Hematology Department, Azienda Ospedaliera, via Migliori 1, 87100, Cosenza, Italy
| | - Massimo Gentile
- Hematology Department, Azienda Ospedaliera, via Migliori 1, 87100, Cosenza, Italy
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Weekes AJ, Fraga DN, Belyshev V, Bost W, Gardner CA, O’Connell NS. Intermediate-risk pulmonary embolism: echocardiography predictors of clinical deterioration. Crit Care 2022; 26:160. [PMID: 35659340 PMCID: PMC9166499 DOI: 10.1186/s13054-022-04030-z] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/19/2022] [Accepted: 05/23/2022] [Indexed: 12/26/2022] Open
Abstract
Background We determine the predictive value of transthoracic echocardiographic (TTE) metrics for clinical deterioration within 5 days in adults with intermediate-risk pulmonary embolism (PE). Methods This was a prospective observational study of intermediate-risk PE patients. To determine associations of TTE and clinical predictors with clinical deterioration, we used univariable analysis, Youden’s index for optimal thresholds, and multivariable analyses to report odds ratios (ORs) or area under the curve (AUC). Results Of 306 intermediate-risk PE patients, 115 (37.6%) experienced clinical deterioration. PE patients who had clinical deterioration within 5 days had greater baseline right ventricle (RV) dilatation and worse systolic function than the group without clinical deterioration as indicated by the following: RV basal diameter 4.46 ± 0.77 versus 4.20 ± 0.77 cm; RV/LV basal width ratio 1.14 ± 0.29 versus 1.02 ± 0.24; tricuspid annular plane systolic excursion (TAPSE) 1.56 ± 0.55 versus 1.80 ± 0.52 cm; and RV systolic excursion velocity 10.40 ± 3.58 versus 12.1 ± 12.5 cm/s, respectively. Optimal thresholds for predicting clinical deterioration were: RV basal width 3.9 cm (OR 2.85 [1.64, 4.97]), RV-to-left ventricle (RV/LV) ratio 1.08 (OR 3.32 [2.07, 5.33]), TAPSE 1.98 cm (OR 3.3 [2.06, 5.3]), systolic excursion velocity 10.10 cm/s (OR 2.85 [1.75, 4.63]), and natriuretic peptide 190 pg/mL (OR 2.89 [1.81, 4.62]). Significant independent predictors were: transient hypotension 6.1 (2.2, 18.9), highest heart rate 1.02 (1.00, 1.03), highest respiratory rate 1.02 (1.00, 1.04), and RV/LV ratio 1.29 (1.14, 1.47). By logistic regression and random forest analyses, AUCs were 0.80 (0.73, 0.87) and 0.78 (0.70, 0.85), respectively. Conclusions Basal RV, RV/LV ratio, and RV systolic function measurements were significantly different between intermediate-risk PE patients grouped by subsequent clinical deterioration. Supplementary Information The online version contains supplementary material available at 10.1186/s13054-022-04030-z.
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Rodrigues T, Silva BV, Plácido R, Mendonça C, Urbano ML, Rigueira J, Almeida AG, Pinto FJ. Comparison of 5 acute pulmonary embolism mortality risk scores in patients with COVID-19. IJC HEART & VASCULATURE 2022; 39:100984. [PMID: 35252539 PMCID: PMC8882432 DOI: 10.1016/j.ijcha.2022.100984] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/04/2022] [Revised: 02/13/2022] [Accepted: 02/23/2022] [Indexed: 11/02/2022]
Abstract
Objective Methods Results Conclusion
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25
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Performance of the Bova score in predicting short-term all-cause mortality in patients with pulmonary embolism and normal blood pressure. A systematic review and meta-analysis. Thromb Res 2022; 213:43-46. [DOI: 10.1016/j.thromres.2022.03.005] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/28/2021] [Revised: 03/02/2022] [Accepted: 03/03/2022] [Indexed: 11/19/2022]
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Jamil A, Johnston-Cox H, Pugliese S, Nathan AS, Fiorilli P, Khandhar S, Weinberg MD, Giri J, Kobayashi T. Current interventional therapies in acute pulmonary embolism. Prog Cardiovasc Dis 2021; 69:54-61. [PMID: 34822807 DOI: 10.1016/j.pcad.2021.11.009] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/14/2021] [Accepted: 11/14/2021] [Indexed: 11/26/2022]
Abstract
Pulmonary embolism (PE) is the third leading cause of cardiovascular mortality. The management of PE is currently evolving given the development of new technologies and team-based approaches. This document will focus on risk stratification of PEs, review of the current interventional therapies, the role of clinical endpoints to assess the effectiveness of different interventional therapies, and the role for mechanical circulatory support in the complex management of this disease.
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Affiliation(s)
- Alisha Jamil
- Department of Medicine, Hospital of the University of Pennsylvania, Philadelphia, PA 19104, United States of America
| | - Hillary Johnston-Cox
- Department of Medicine, Hospital of the University of Pennsylvania, Philadelphia, PA 19104, United States of America; Division of Cardiovascular Medicine, Hospital of the University of Pennsylvania, Philadelphia, PA 19104, United States of America
| | - Steven Pugliese
- Division of Pulmonary and Critical Care Medicine, Hospital of the University of Pennsylvania, Philadelphia, PA 19104, United States of America
| | - Ashwin S Nathan
- Department of Medicine, Hospital of the University of Pennsylvania, Philadelphia, PA 19104, United States of America; Division of Cardiovascular Medicine, Hospital of the University of Pennsylvania, Philadelphia, PA 19104, United States of America; Center for Cardiovascular Outcomes, Quality, and Evaluative Research, United States of America
| | - Paul Fiorilli
- Department of Medicine, Hospital of the University of Pennsylvania, Philadelphia, PA 19104, United States of America; Division of Cardiovascular Medicine, Hospital of the University of Pennsylvania, Philadelphia, PA 19104, United States of America; Center for Cardiovascular Outcomes, Quality, and Evaluative Research, United States of America
| | - Sameer Khandhar
- Division of Cardiovascular Medicine, Penn Presbyterian Medical Center, Philadelphia, PA 19104, United States of America
| | - Mitchell D Weinberg
- Zucker School of Medicine at Hofstra/Northwell, Staten Island University Hospital, Staten Island, NY 10305, United States of America
| | - Jay Giri
- Department of Medicine, Hospital of the University of Pennsylvania, Philadelphia, PA 19104, United States of America; Division of Cardiovascular Medicine, Hospital of the University of Pennsylvania, Philadelphia, PA 19104, United States of America; Center for Cardiovascular Outcomes, Quality, and Evaluative Research, United States of America
| | - Taisei Kobayashi
- Department of Medicine, Hospital of the University of Pennsylvania, Philadelphia, PA 19104, United States of America; Division of Cardiovascular Medicine, Hospital of the University of Pennsylvania, Philadelphia, PA 19104, United States of America; Center for Cardiovascular Outcomes, Quality, and Evaluative Research, United States of America.
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Stein PD, Matta F, Hughes PG, Hughes MJ. Mortality in Pulmonary Embolism According to Risk Category at Presentation in Emergency Department: Impact of Cardiac Arrest. Am J Cardiol 2021; 157:125-127. [PMID: 34373080 DOI: 10.1016/j.amjcard.2021.06.029] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/15/2021] [Revised: 06/15/2021] [Accepted: 06/18/2021] [Indexed: 10/20/2022]
Abstract
In this investigation we explore whether assessment of the risk of mortality can be refined by stratifying high-risk patients with pulmonary embolism (PE) according to whether they had cardiac arrest. We stratified high-risk patients according to whether they had shock but no cardiac arrest, or cardiac arrest diagnosed in the emergency department (ED). This was a retrospective cohort study based on administrative data from the Nationwide Emergency Department Sample (NEDS), 2016. Included patients were 274,227 who were admitted to the same hospital as the ED or died in the ED. This was 77% of 354,616 patients with pulmonary embolism seen in the ED in 2016. Patients were identified based on International Classification of Diseases, 10th Edition, Clinical Modification (ICD-10-CM) Codes. High-risk with no cardiac arrest were 4,317 of 274,227 (1.6%) and high-risk with cardiac arrest were 1,027 of 274,227 (0.4%). Mortality of high-risk patients who did not have cardiac arrest was 1,753 of 4,317 (41%). Mortality of high-risk patients who had cardiac arrest was 754 of 1027 (74%). Mortality increased with age in high-risk patients who did not have cardiac arrest, but mortality was not age-related in high-risk patients with cardiac arrest. In conclusion, high-risk patients with PE are a heterogeneous group and stratification according to whether they had cardiac arrest refines risk assessment.
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Iskandar JP, Hariri E, Kanaan C, Kassis N, Kamran H, Sese D, Wright C, Marinescu M, Cameron SJ. The safety and efficacy of systemic versus catheter-based therapies: application of a prognostic model by a pulmonary embolism response team. J Thromb Thrombolysis 2021; 53:616-625. [PMID: 34586572 DOI: 10.1007/s11239-021-02576-3] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 09/14/2021] [Indexed: 02/04/2023]
Abstract
The decision by pulmonary embolism response teams (PERTs) to utilize anticoagulation (AC) with or without systemic thrombolysis (ST) or catheter-directed therapies (CDT) for pulmonary embolism (PE) is a balance between the desire for a positive outcome and safety. Our primary aim was to develop a predictive model of in-hospital mortality for patients with high- or intermediate-risk PE managed by PERT while externally validating this model. Our secondary aim was to compare the relative safety and efficacy of ST and CDT in this cohort. Consecutive patients hospitalized between June 2014 and January 2020 at the Cleveland Clinic Foundation and The University of Rochester with acute high- or intermediate-risk PE managed by PERT were retrospectively evaluated. Groups were stratified by treatment strategy. The primary outcome was in-hospital mortality, and secondary outcome was major bleeding. A logistic regression model to predict the primary outcome was built using the derivation cohort, with 100-fold bootstrapping for internal validation. External validation was performed and the area under the receiver operating curve (AUC) was calculated. Of 549 included patients, 421 received AC alone, 71 received ST, and 64 received CDT. Predictors of major bleeding include ESC risk category, PESI score, hypoxia, hemodynamic instability, and serum lactate. CDT trended towards lower mortality but with an increased risk of bleeding relative to ST (OR = 0.42; 95% CI [0.15, 1.17] and OR = 2.14; 95% CI [0.9, 5.06] respectively). In the multivariable logistic regression model in the derivation institution cohort, predictors of in-hospital mortality were age, cancer, hemodynamic instability requiring vasopressors, and elevated NT-proBNP (AUC = 0.86). This model was validated using the validation institution cohort (AUC = 0.88). We report an externally-validated model for predicting in-hospital mortality in patients with PE managed by PERT. The decision by PERT to initiate CDT or ST for these patients had no impact on mortality or major bleeding, yet the long-term efficacy of these interventions needs to be elucidated.
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Affiliation(s)
- Jean-Pierre Iskandar
- Department of Internal Medicine, Cleveland Clinic Foundation, Cleveland, OH, USA
| | - Essa Hariri
- Department of Internal Medicine, Cleveland Clinic Foundation, Cleveland, OH, USA
| | - Christopher Kanaan
- Department of Internal Medicine, Cleveland Clinic Foundation, Cleveland, OH, USA
| | - Nicholas Kassis
- Department of Internal Medicine, Cleveland Clinic Foundation, Cleveland, OH, USA
| | - Hayaan Kamran
- Department of Cardiovascular Medicine, Section of Vascular Medicine, Heart Vascular and Thoracic Institute, Desk J-35, Cleveland Clinic Foundation, Cleveland, OH, 44195, USA
| | - Denise Sese
- Department of Pulmonary Critical Care, Cleveland Clinic Foundation, Cleveland, OH, USA
| | - Colin Wright
- University of Rochester Medical Center, Rochester, NY, USA
| | - Mark Marinescu
- University of Rochester Medical Center, Rochester, NY, USA
| | - Scott J Cameron
- Department of Cardiovascular Medicine, Section of Vascular Medicine, Heart Vascular and Thoracic Institute, Desk J-35, Cleveland Clinic Foundation, Cleveland, OH, 44195, USA. .,Department of Cardiovascular and Metabolic Sciences, Lerner Research Institute, Cleveland, USA. .,Cleveland Clinic Lerner College of Medicine of Case Western Reserve University, Cleveland, OH, USA.
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Roto D, Lachant NA, James White R, Lachant DJ. Resting heart rate as a surrogate for improvement in intermediate risk pulmonary embolus patients? Respir Med 2021; 187:106578. [PMID: 34416617 DOI: 10.1016/j.rmed.2021.106578] [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] [Received: 04/07/2021] [Revised: 07/19/2021] [Accepted: 08/15/2021] [Indexed: 11/16/2022]
Abstract
BACKGROUND Pulmonary embolism (PE) response teams (PERT) have been developed to improve in-hospital mortality. Identifying intermediate risk PE patients that will progress despite anticoagulation is difficult, especially because outcomes with modern anticoagulation are quite good. OBJECTIVE The primary aim of this study was to evaluate the rate of anticoagulation failure (new deep vein thrombosis or PE, right ventricular failure resulting in shock, cardiac arrest, or PE-attributable death) in intermediate risk PE patients managed by PERT. The secondary objective was to determine whether there was a significant decrease in heart rate 24 h after initiation of anticoagulation in intermediate risk PE. METHODS This was a retrospective observational study of patients treated for acute intermediate risk PE at the University of Rochester Medical Center who also had outpatient followup between November 2016-June 2019. RESULTS Ninety-two patients presented as intermediate-risk PE and had outpatient followup. Seventy-four patients were initially treated with anticoagulation. None of these patients failed anticoagulation. Of the eighteen intermediate risk patients that underwent advanced intervention, none failed anticoagulation first. There was significant decrease in resting heart rate 24 h after starting therapeutic anticoagulation, 107 beats/min vs 89 beats/min, p = 0.0001. CONCLUSION We did not observe anticoagulation failure in the management of acute, intermediate risk PE. Reductions in heart rate may reflect improvements in right ventricular function; we hypothesize that those whose heart rate does not fall may be optimal candidates for advanced intervention.
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Affiliation(s)
- Dominick Roto
- Division of Pulmonary and Critical Care Medicine, University of Rochester Medical Center, Rochester, NY, USA
| | - Neil A Lachant
- Division of Hematology at the Wilmot Cancer Center, University of Rochester Medical Center, Rochester, NY, USA
| | - R James White
- Division of Pulmonary and Critical Care Medicine, University of Rochester Medical Center, Rochester, NY, USA
| | - Daniel J Lachant
- Division of Pulmonary and Critical Care Medicine, University of Rochester Medical Center, Rochester, NY, USA.
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Zilinyi RS, Sethi SS. Improving risk stratification in acute pulmonary embolism: How do we target our therapies more effectively? Vasc Med 2021; 26:561-562. [PMID: 34159862 DOI: 10.1177/1358863x211021917] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
Affiliation(s)
- Robert S Zilinyi
- Department of Medicine, Columbia University Irving Medical Center, New York, NY, USA
| | - Sanjum S Sethi
- Department of Medicine, Division of Cardiology, Center for Interventional Vascular Therapy, Columbia University Irving Medical Center, New York, NY, USA
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Rapid prediction of deterioration risk among non-high-risk patients with acute pulmonary embolism at admission: An imaging tool. Int J Cardiol 2021; 338:229-236. [PMID: 34139228 DOI: 10.1016/j.ijcard.2021.06.013] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/13/2021] [Revised: 06/03/2021] [Accepted: 06/09/2021] [Indexed: 01/19/2023]
Abstract
BACKGROUND Computed tomography (CT) pulmonary angiography as the first-line diagnosis tool of acute pulmonary embolism (PE), might improve this discriminatory power. We aimed to developed a simply tool combining multi-CT parameters to complete individualized risk assessment of deterioration in non-high-risk patients with acute PE at admission. METHOD Consecutive non-high-risk patients with acute PE who were treated in a Chinese center during 2010-2021, were collected.Prognosis-related CT parameters were reviewed. Deterioration was defined as any adverse event within 30 day after admission. Eligible patients were randomized into derivation and validation cohorts. In the derivation cohort, CT parameters were screened for importance using classification tree methodology and enrolled variables was partitioned via curve-fitting and dose-response analysis. A nomogram was developed and the predictive power in both cohorts was evaluated based on the area under the receiver operating characteristic curve (AUROC) and the corresponding 95% confidence interval (CI). RESULT A total of 1001 patients were included. The preliminary analyses revealed that deterioration risk was related to the right-to-left ventricular diameter ratio at 4-chamber view, pulmonary vein filling abnormality. After a curve-fitting to deterioration risk, these parameters were partitioned and used to develop a nomogram, which had AUROC values of 0.91 (95% CI: 0.87-0.96) in the derivation cohort and 0.89 (95% CI: 0.81-0.97) in the validation cohort. A web-based version of the radiomics scoring tool was published online for use in clinical practice (https://acutepeprediction.shinyapps.io/Radiomics_Predictive_Tool/). CONCLUSION This simply tool can complete rapid estimation of deterioration risk among non-high-risk acute PE patients at admission.
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Newman J, Brailovsky Y, Allen S, Bontekoe E, Masic D, Walenga J, Fareed J, Darki A. Angiopoietin-2 correlates with pulmonary embolism severity, right ventricular dysfunction, and intensive care unit admission. Vasc Med 2021; 26:556-560. [PMID: 33840325 DOI: 10.1177/1358863x211002276] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Risk stratification of acute pulmonary embolism (PE) is important to identify patients at risk for hemodynamic collapse who would benefit from more aggressive therapies. Angiopoietin-2 (Ang-2) is a signaling molecule involved in angiogenesis and is upregulated in response to tissue hypoxia. We aimed to assess the association of Ang-2 with (1) PE severity, (2) echocardiographic and invasive hemodynamic markers of right ventricular (RV) dysfunction, and (3) need for intensive treatment. Patients presenting to our institution with acute PE were included in a prospective database and blood samples were collected and stored for later analysis. A total of 65 patients were included in the study. Ang-2 correlated with PE risk stratification and echocardiographic and invasive hemodynamic markers of RV dysfunction and pulmonary hypertension. An Ang-2 level of > 4101 pg/mL had an odds ratio of 7.4 (95% CI: 1.53-12.5, p < 0.01) for intensive care unit (ICU) admission. In conclusion, Ang-2 correlates with PE severity, RV dysfunction, and need for ICU admission. Ang-2 holds promise as a novel marker that can aid in risk stratification for this patient population.
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Affiliation(s)
- Joshua Newman
- Department of Medicine, Division of Cardiovascular Medicine, Loyola University Medical Center, Maywood, IL, USA
| | - Yevgeniy Brailovsky
- Advanced Heart Failure, Mechanical Circulatory Support, Heart Transplantation, Jefferson Heart Institute, Sidney Kimmel School of Medicine, Philadelphia, PA, USA
| | - Sorcha Allen
- Department of Medicine, Division of Cardiovascular Medicine, Loyola University Medical Center, Maywood, IL, USA
| | - Emily Bontekoe
- Cardiovascular Research Institute, Loyola University Chicago Health Sciences Campus, Maywood, IL, USA
| | - Dalila Masic
- Department of Medicine, Division of Cardiovascular Medicine, Loyola University Medical Center, Maywood, IL, USA
| | - Jeanine Walenga
- Cardiovascular Research Institute, Loyola University Chicago Health Sciences Campus, Maywood, IL, USA
| | - Jawed Fareed
- Cardiovascular Research Institute, Loyola University Chicago Health Sciences Campus, Maywood, IL, USA
| | - Amir Darki
- Department of Medicine, Division of Cardiovascular Medicine, Loyola University Medical Center, Maywood, IL, USA
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