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Lin K, Sarnari R, Gordon DZ, Markl M, Carr JC. Cine MRI-derived radiomics features indicate hemodynamic changes in the pulmonary artery. Int J Cardiovasc Imaging 2024; 40:287-294. [PMID: 37968429 DOI: 10.1007/s10554-023-03007-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/06/2023] [Accepted: 11/05/2023] [Indexed: 11/17/2023]
Abstract
Although cine MRI-derived radiomics features in the cardiac blood pool have been used to represent cardiac function and motion, the clinical relevance of radiomics features in the great vessels is still unknown. The aim of the present study was to test the hypothesis that cine MRI-derived radiomics features of the pulmonary artery (PA) can represent hemodynamic abnormalities in pulmonary hypertension (PH). With the approval of the institutional review board (IRB), 50 PH patients (21 males, 36-89 years old, diagnosed with right heart catheterization [RHC]) and 23 healthy volunteers (14 males, 26-80 years old) were retrospectively enrolled in this study. All participants underwent cardiac 4D flow and cine MRI (25 retrospective phases) at the right ventricular (RV) outflow tract (RVOT). A total of 93 radiomics features were extracted from RVOT cine images through a fixed size region of interest (ROI) at the proximal part of the PA. The peak values of the 6 first order features were different between the PH patients and controls. 4D flow-derived mean velocity in PA was related to 'Kurtosis' (r = 0.452,), 'Range' (r = 0.426), 'Autocorrelation' (r = 0.407), 'Joint Average' (r = 0.459), 'Sum Average' (r = 0.459), 'High Gray Level Emphasis' (r = 0.41), 'Large Dependence High Gray Level Emphasis' (r = 0.44), 'High Gray Level Run Emphasis' (r = 0.422), 'Gray Level Variance' (r = 0.419), 'High Gray Level Zone Emphasis' (r = 0.451), and 'Small Area High Gray Level Emphasis' (r = 0.415). Mean RV pressure was related to 'Inverse Variance' (r = 0.43) and 'Run Percentage' (r = 0.403). All p values < 0.05. Cine MRI-derived PA radiomics features have the potential to serve as novel imaging biomarkers for representing hemodynamic changes in pulmonary circulation.
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Affiliation(s)
- Kai Lin
- Department of Radiology, Northwestern University Feinberg School of Medicine, 737 N Michigan Avenue, Suite 1600, Chicago, IL, 60611, USA.
| | - Roberto Sarnari
- Department of Radiology, Northwestern University Feinberg School of Medicine, 737 N Michigan Avenue, Suite 1600, Chicago, IL, 60611, USA
| | - Daniel Z Gordon
- Department of Radiology, Northwestern University Feinberg School of Medicine, 737 N Michigan Avenue, Suite 1600, Chicago, IL, 60611, USA
| | - Michael Markl
- Department of Radiology, Northwestern University Feinberg School of Medicine, 737 N Michigan Avenue, Suite 1600, Chicago, IL, 60611, USA
| | - James C Carr
- Department of Radiology, Northwestern University Feinberg School of Medicine, 737 N Michigan Avenue, Suite 1600, Chicago, IL, 60611, USA
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2
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Fan L, Hong K, Allen BD, Paul R, Carr JC, Zhang S, Passman R, Robinson JD, Lee DC, Rigsby CK, Kim D. Ultra-rapid, Free-breathing, Real-time Cardiac Cine MRI Using GRASP Amplified with View Sharing and KWIC Filtering. Radiol Cardiothorac Imaging 2024; 6:e230107. [PMID: 38358330 PMCID: PMC10912880 DOI: 10.1148/ryct.230107] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/13/2023] [Revised: 12/06/2023] [Accepted: 01/02/2024] [Indexed: 02/16/2024]
Abstract
Purpose To achieve ultra-high temporal resolution (approximately 20 msec) in free-breathing, real-time cardiac cine MRI using golden-angle radial sparse parallel (GRASP) reconstruction amplified with view sharing (VS) and k-space-weighted image contrast (KWIC) filtering. Materials and Methods Fourteen pediatric patients with congenital heart disease (mean age [SD], 9 years ± 2; 13 male) and 10 adult patients with arrhythmia (mean age, 62 years ± 8; nine male) who underwent both standard breath-hold cine and free-breathing real-time cine using GRASP were retrospectively identified. To achieve high temporal resolution, each time frame was reconstructed using six radial spokes, corresponding to acceleration factors ranging from 24 to 32. To compensate for loss in spatial resolution resulting from over-regularization in GRASP, VS and KWIC filtering were incorporated. The blur metric, visual image quality scores, and biventricular parameters were compared between clinical and real-time cine images. Results In pediatric patients, the incorporation of VS and KWIC into GRASP (ie, GRASP + VS + KWIC) produced significantly (P < .05) sharper x-y-t (blur metric: 0.36 ± 0.03, 0.41 ± 0.03, 0.48 ± 0.03, respectively) and x-y-f (blur metric: 0.28 ± 0.02, 0.31 ± 0.03, 0.37 ± 0.03, respectively) component images compared with GRASP + VS and conventional GRASP. Only the noise score differed significantly between GRASP + VS + KWIC and clinical cine; all visual scores were above the clinically acceptable (3.0) cutoff point. Biventricular volumetric parameters strongly correlated (R2 > 0.85) between clinical and real-time cine images reconstructed with GRASP + VS + KWIC and were in good agreement (relative error < 6% for all parameters). In adult patients, the visual scores of all categories were significantly lower (P < .05) for clinical cine compared with real-time cine with GRASP + VS + KWIC, except for noise (P = .08). Conclusion Incorporating VS and KWIC filtering into GRASP reconstruction enables ultra-high temporal resolution (approximately 20 msec) without significant loss in spatial resolution. Keywords: Cine, View Sharing, k-Space-weighted Image Contrast Filtering, Radial k-Space, Pediatrics, Arrhythmia, GRASP, Compressed Sensing, Real-Time, Free-Breathing Supplemental material is available for this article. © RSNA, 2024.
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Affiliation(s)
- Lexiaozi Fan
- From the Department of Radiology (L.F., K.P.H., B.D.A., R.P., J.C.C.,
S.Z., J.D.R., C.K.R., D.K.), Department of Preventive Medicine, Bluhm
Cardiovascular Institute (R.P.), Department of Pediatrics (J.D.R., C.K.R.), and
Division of Cardiology, Department of Internal Medicine (D.C.L.), Northwestern
University Feinberg School of Medicine, 737 N Michigan Ave, Ste 1600, Chicago,
IL 60611; Department of Biomedical Engineering, Northwestern University,
Evanston, Ill (L.F., D.K.); and Division of Cardiology (J.D.R.) and Department
of Medical Imaging (C.K.R.), Ann & Robert H. Lurie Children’s
Hospital of Chicago, Chicago, Ill
| | - KyungPyo Hong
- From the Department of Radiology (L.F., K.P.H., B.D.A., R.P., J.C.C.,
S.Z., J.D.R., C.K.R., D.K.), Department of Preventive Medicine, Bluhm
Cardiovascular Institute (R.P.), Department of Pediatrics (J.D.R., C.K.R.), and
Division of Cardiology, Department of Internal Medicine (D.C.L.), Northwestern
University Feinberg School of Medicine, 737 N Michigan Ave, Ste 1600, Chicago,
IL 60611; Department of Biomedical Engineering, Northwestern University,
Evanston, Ill (L.F., D.K.); and Division of Cardiology (J.D.R.) and Department
of Medical Imaging (C.K.R.), Ann & Robert H. Lurie Children’s
Hospital of Chicago, Chicago, Ill
| | - Bradley D. Allen
- From the Department of Radiology (L.F., K.P.H., B.D.A., R.P., J.C.C.,
S.Z., J.D.R., C.K.R., D.K.), Department of Preventive Medicine, Bluhm
Cardiovascular Institute (R.P.), Department of Pediatrics (J.D.R., C.K.R.), and
Division of Cardiology, Department of Internal Medicine (D.C.L.), Northwestern
University Feinberg School of Medicine, 737 N Michigan Ave, Ste 1600, Chicago,
IL 60611; Department of Biomedical Engineering, Northwestern University,
Evanston, Ill (L.F., D.K.); and Division of Cardiology (J.D.R.) and Department
of Medical Imaging (C.K.R.), Ann & Robert H. Lurie Children’s
Hospital of Chicago, Chicago, Ill
| | - Rupsa Paul
- From the Department of Radiology (L.F., K.P.H., B.D.A., R.P., J.C.C.,
S.Z., J.D.R., C.K.R., D.K.), Department of Preventive Medicine, Bluhm
Cardiovascular Institute (R.P.), Department of Pediatrics (J.D.R., C.K.R.), and
Division of Cardiology, Department of Internal Medicine (D.C.L.), Northwestern
University Feinberg School of Medicine, 737 N Michigan Ave, Ste 1600, Chicago,
IL 60611; Department of Biomedical Engineering, Northwestern University,
Evanston, Ill (L.F., D.K.); and Division of Cardiology (J.D.R.) and Department
of Medical Imaging (C.K.R.), Ann & Robert H. Lurie Children’s
Hospital of Chicago, Chicago, Ill
| | - James C. Carr
- From the Department of Radiology (L.F., K.P.H., B.D.A., R.P., J.C.C.,
S.Z., J.D.R., C.K.R., D.K.), Department of Preventive Medicine, Bluhm
Cardiovascular Institute (R.P.), Department of Pediatrics (J.D.R., C.K.R.), and
Division of Cardiology, Department of Internal Medicine (D.C.L.), Northwestern
University Feinberg School of Medicine, 737 N Michigan Ave, Ste 1600, Chicago,
IL 60611; Department of Biomedical Engineering, Northwestern University,
Evanston, Ill (L.F., D.K.); and Division of Cardiology (J.D.R.) and Department
of Medical Imaging (C.K.R.), Ann & Robert H. Lurie Children’s
Hospital of Chicago, Chicago, Ill
| | - Sarah Zhang
- From the Department of Radiology (L.F., K.P.H., B.D.A., R.P., J.C.C.,
S.Z., J.D.R., C.K.R., D.K.), Department of Preventive Medicine, Bluhm
Cardiovascular Institute (R.P.), Department of Pediatrics (J.D.R., C.K.R.), and
Division of Cardiology, Department of Internal Medicine (D.C.L.), Northwestern
University Feinberg School of Medicine, 737 N Michigan Ave, Ste 1600, Chicago,
IL 60611; Department of Biomedical Engineering, Northwestern University,
Evanston, Ill (L.F., D.K.); and Division of Cardiology (J.D.R.) and Department
of Medical Imaging (C.K.R.), Ann & Robert H. Lurie Children’s
Hospital of Chicago, Chicago, Ill
| | - Rod Passman
- From the Department of Radiology (L.F., K.P.H., B.D.A., R.P., J.C.C.,
S.Z., J.D.R., C.K.R., D.K.), Department of Preventive Medicine, Bluhm
Cardiovascular Institute (R.P.), Department of Pediatrics (J.D.R., C.K.R.), and
Division of Cardiology, Department of Internal Medicine (D.C.L.), Northwestern
University Feinberg School of Medicine, 737 N Michigan Ave, Ste 1600, Chicago,
IL 60611; Department of Biomedical Engineering, Northwestern University,
Evanston, Ill (L.F., D.K.); and Division of Cardiology (J.D.R.) and Department
of Medical Imaging (C.K.R.), Ann & Robert H. Lurie Children’s
Hospital of Chicago, Chicago, Ill
| | - Joshua D. Robinson
- From the Department of Radiology (L.F., K.P.H., B.D.A., R.P., J.C.C.,
S.Z., J.D.R., C.K.R., D.K.), Department of Preventive Medicine, Bluhm
Cardiovascular Institute (R.P.), Department of Pediatrics (J.D.R., C.K.R.), and
Division of Cardiology, Department of Internal Medicine (D.C.L.), Northwestern
University Feinberg School of Medicine, 737 N Michigan Ave, Ste 1600, Chicago,
IL 60611; Department of Biomedical Engineering, Northwestern University,
Evanston, Ill (L.F., D.K.); and Division of Cardiology (J.D.R.) and Department
of Medical Imaging (C.K.R.), Ann & Robert H. Lurie Children’s
Hospital of Chicago, Chicago, Ill
| | - Daniel C. Lee
- From the Department of Radiology (L.F., K.P.H., B.D.A., R.P., J.C.C.,
S.Z., J.D.R., C.K.R., D.K.), Department of Preventive Medicine, Bluhm
Cardiovascular Institute (R.P.), Department of Pediatrics (J.D.R., C.K.R.), and
Division of Cardiology, Department of Internal Medicine (D.C.L.), Northwestern
University Feinberg School of Medicine, 737 N Michigan Ave, Ste 1600, Chicago,
IL 60611; Department of Biomedical Engineering, Northwestern University,
Evanston, Ill (L.F., D.K.); and Division of Cardiology (J.D.R.) and Department
of Medical Imaging (C.K.R.), Ann & Robert H. Lurie Children’s
Hospital of Chicago, Chicago, Ill
| | - Cynthia K. Rigsby
- From the Department of Radiology (L.F., K.P.H., B.D.A., R.P., J.C.C.,
S.Z., J.D.R., C.K.R., D.K.), Department of Preventive Medicine, Bluhm
Cardiovascular Institute (R.P.), Department of Pediatrics (J.D.R., C.K.R.), and
Division of Cardiology, Department of Internal Medicine (D.C.L.), Northwestern
University Feinberg School of Medicine, 737 N Michigan Ave, Ste 1600, Chicago,
IL 60611; Department of Biomedical Engineering, Northwestern University,
Evanston, Ill (L.F., D.K.); and Division of Cardiology (J.D.R.) and Department
of Medical Imaging (C.K.R.), Ann & Robert H. Lurie Children’s
Hospital of Chicago, Chicago, Ill
| | - Daniel Kim
- From the Department of Radiology (L.F., K.P.H., B.D.A., R.P., J.C.C.,
S.Z., J.D.R., C.K.R., D.K.), Department of Preventive Medicine, Bluhm
Cardiovascular Institute (R.P.), Department of Pediatrics (J.D.R., C.K.R.), and
Division of Cardiology, Department of Internal Medicine (D.C.L.), Northwestern
University Feinberg School of Medicine, 737 N Michigan Ave, Ste 1600, Chicago,
IL 60611; Department of Biomedical Engineering, Northwestern University,
Evanston, Ill (L.F., D.K.); and Division of Cardiology (J.D.R.) and Department
of Medical Imaging (C.K.R.), Ann & Robert H. Lurie Children’s
Hospital of Chicago, Chicago, Ill
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Lin K, Sarnari R, Carr JC, Markl M. Cine MRI-Derived Radiomics Features of the Cardiac Blood Pool: Periodicity, Specificity, and Reproducibility. J Magn Reson Imaging 2023; 58:807-814. [PMID: 36533630 PMCID: PMC10277313 DOI: 10.1002/jmri.28572] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/10/2022] [Revised: 12/05/2022] [Accepted: 12/06/2022] [Indexed: 12/23/2022] Open
Abstract
BACKGROUND Although radiomics features of the left ventricular wall have been used to assess cardiac diseases, radiomics features of the cardiac blood pool have been relatively ignored. PURPOSE To test the hypothesis that cine MRI-derived radiomics features of the cardiac blood pool are associated with cardiac function and motion. STUDY TYPE Retrospective. POPULATION A total of 26 healthy volunteers (51.2 ± 15.6 years; 17 males). FIELD STRENGTH/SEQUENCE A 1.5 T/balanced steady-state free precession (bSSFP). ASSESSMENT The radiomics features (107 features in seven classes) of the blood pool of the left/right ventricle/atrium (LV/RV/LA/RA) were extracted on four-chamber cine images (25 phases). Conventional cardiac function parameters (volumes, ejection fraction [EF] and longitudinal strain) were assessed in each cardiac chamber. Intraobserver- and interobserver agreements of radiomics features of all chambers acquired at all phases were assessed, as well as scan-rescan agreement in a subset of 13 volunteers. STATISTICAL TESTS Pearson correlation coefficients (r) were used to assess the associations between peak values of radiomics features and end-diastolic (or maximal) volume, end-systolic (or minimal) volume, EF, and longitudinal strain of corresponding chambers. Good intraobserver, interobserver, and scan-rescan agreements for radiomics features acquired were defined as intraclass correlation coefficient (ICC) > 0.7 or coefficient of variation (CoV) < 20%. RESULTS Most radiomics features of the blood pool varied periodically throughout the cardiac cycle. Peak values of chamber-specific blood pool radiomics features were correlated with traditional cardiac function and motion indices of corresponding chambers (r: 0.4-0.87). Ninety-three (87%), 86 (80%), and 73 (68%) radiomics features demonstrated good intraobserver, interobserver, and scan-rescan reproducibility, respectively. CONCLUSION Cine MRI-derived radiomics features within LV/RV/LA/RA are associated with traditional cardiac function and motion indices of corresponding chambers and may have the potential to become novel quantitative imaging biomarkers in cardiovascular medicine. EVIDENCE LEVEL 3. TECHNICAL EFFICACY 1.
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Affiliation(s)
- Kai Lin
- Department of Radiology, Northwestern University, Chicago, Illinois, USA
| | - Roberto Sarnari
- Department of Radiology, Northwestern University, Chicago, Illinois, USA
| | - James C Carr
- Department of Radiology, Northwestern University, Chicago, Illinois, USA
| | - Michael Markl
- Department of Radiology, Northwestern University, Chicago, Illinois, USA
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Maroun A, Quinn S, Dushfunian D, Weiss EK, Allen BD, Carr JC, Markl M. Clinical Applications of Four-Dimensional Flow MRI. Magn Reson Imaging Clin N Am 2023; 31:451-460. [PMID: 37414471 DOI: 10.1016/j.mric.2023.04.005] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 07/08/2023]
Abstract
Four-dimensional flow MRI is a powerful phase contrast technique used for assessing three-dimensional (3D) blood flow dynamics. By acquiring a time-resolved velocity field, it enables flexible retrospective analysis of blood flow that can include qualitative 3D visualization of complex flow patterns, comprehensive assessment of multiple vessels, reliable placement of analysis planes, and calculation of advanced hemodynamic parameters. This technique provides several advantages over routine two-dimensional flow imaging techniques, allowing it to become part of clinical practice at major academic medical centers. In this review, we present the current state-of-the-art cardiovascular, neurovascular, and abdominal applications.
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Affiliation(s)
- Anthony Maroun
- Department of Radiology, Northwestern University, Feinberg School of Medicine, 737 North Michigan Avenue Suite 1600, Chicago, IL 60611, USA.
| | - Sandra Quinn
- Department of Radiology, Northwestern University, Feinberg School of Medicine, 737 North Michigan Avenue Suite 1600, Chicago, IL 60611, USA
| | - David Dushfunian
- Department of Radiology, Northwestern University, Feinberg School of Medicine, 737 North Michigan Avenue Suite 1600, Chicago, IL 60611, USA
| | - Elizabeth K Weiss
- Department of Radiology, Northwestern University, Feinberg School of Medicine, 737 North Michigan Avenue Suite 1600, Chicago, IL 60611, USA
| | - Bradley D Allen
- Department of Radiology, Northwestern University, Feinberg School of Medicine, 737 North Michigan Avenue Suite 1600, Chicago, IL 60611, USA
| | - James C Carr
- Department of Radiology, Northwestern University, Feinberg School of Medicine, 737 North Michigan Avenue Suite 1600, Chicago, IL 60611, USA
| | - Michael Markl
- Department of Radiology, Northwestern University, Feinberg School of Medicine, 737 North Michigan Avenue Suite 1600, Chicago, IL 60611, USA
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5
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Rrapo-Kaso E, Loffler AI, Petroni GR, Meyer CH, Walker M, Kay JR, DiMaria JM, Domanchuk K, Carr JC, McDermott MM, Kramer CM. Alirocumab and plaque volume, calf muscle blood flow, and walking performance in peripheral artery disease: A randomized clinical trial. Vasc Med 2023; 28:282-289. [PMID: 37093712 PMCID: PMC10552651 DOI: 10.1177/1358863x231169324] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 04/25/2023]
Abstract
BACKGROUND The distal superficial femoral artery (SFA) is most commonly affected in peripheral artery disease (PAD). The effects of the proprotein convertase subtilisin/kexin type 9 (PCSK9) inhibitor alirocumab added to statin therapy on SFA atherosclerosis, downstream flow, and walking performance are unknown. METHODS Thirty-five patients with PAD on maximally tolerated statin therapy were recruited. Patients were randomized to alirocumab 150 mg subcutaneously (n = 18) or matching placebo (n = 17) therapy every 2 weeks for 1 year. The primary outcome was change in SFA plaque volume by black blood magnetic resonance imaging (MRI). Secondary outcomes were changes in calf muscle perfusion by cuff/occlusion hyperemia arterial spin labeling MRI, 6-minute walk distance (6MWD), low-density lipoprotein (LDL) cholesterol, and other biomarkers. RESULTS Age (mean ± SD) was 64 ± 8 years, 20 (57%) patients were women, 17 (49%) were Black individuals, LDL was 107 ± 36 mg/dL, and the ankle-brachial index 0.71 ± 0.20. The LDL fell more with alirocumab than placebo (mean [95% CI]) (-49.8 [-66.1 to -33.6] vs -7.7 [-19.7 to 4.3] mg/dL; p < 0.0001). Changes in SFA plaque volume and calf perfusion showed no difference between groups when adjusted for baseline (+0.25 [-0.29 to 0.79] vs -0.04 [-0.47 to 0.38] cm3; p = 0.37 and 0.22 [-8.67 to 9.11] vs 3.81 [-1.45 to 9.08] mL/min/100 g; p = 0.46, respectively), nor did 6MWD. CONCLUSION In this exploratory study, the addition of alirocumab therapy to statins did not alter SFA plaque volume, calf perfusion or 6MWD despite significant LDL lowering. Larger studies with longer follow up that include plaque characterization may improve understanding of the effects of intensive LDL-lowering therapy in PAD (ClinicalTrials.gov Identifier: NCT02959047).
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Affiliation(s)
- Elona Rrapo-Kaso
- Department of Medicine, Cardiovascular Division, University of Virginia Health, Charlottesville, VA, USA
| | - Adrian I Loffler
- Department of Medicine, Cardiovascular Division, University of Virginia Health, Charlottesville, VA, USA
| | - Gina R Petroni
- Departments of Public Health Sciences, University of Virginia Health, Charlottesville, VA, USA
| | - Craig H Meyer
- Department of Biomedical Engineering, University of Virginia Health, Charlottesville, VA, USA
- Department of Radiology and Medical Imaging, University of Virginia Health, Charlottesville, VA, USA
| | - McCall Walker
- Department of Medicine, Cardiovascular Division, University of Virginia Health, Charlottesville, VA, USA
| | - Jennifer R. Kay
- Department of Radiology and Medical Imaging, University of Virginia Health, Charlottesville, VA, USA
| | - Joseph M DiMaria
- Department of Radiology and Medical Imaging, University of Virginia Health, Charlottesville, VA, USA
| | | | - James C Carr
- Department of Medicine, Northwestern University, Chicago, IL, USA
- Department of Radiology, Northwestern University, Chicago, IL, USA
| | - Mary M McDermott
- Department of Medicine, Northwestern University, Chicago, IL, USA
| | - Christopher M Kramer
- Department of Medicine, Cardiovascular Division, University of Virginia Health, Charlottesville, VA, USA
- Department of Radiology and Medical Imaging, University of Virginia Health, Charlottesville, VA, USA
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Lin K, Sarnari R, Pathrose A, Gordon DZ, Markl M, Carr JC. Cine magnetic resonance imaging detects shorter cardiac rest periods in postcapillary pulmonary hypertension. Eur Heart J Cardiovasc Imaging 2023; 24:446-453. [PMID: 35718877 DOI: 10.1093/ehjci/jeac113] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/28/2022] [Revised: 05/16/2022] [Accepted: 05/31/2022] [Indexed: 11/13/2022] Open
Abstract
AIMS A shorter cardiac rest period within a cardiac cycle is usually thought to be a result of a fast heart rate, and its clinical relevance has long been ignored. The aim of the present study was to test the hypothesis that the length of cardiac rest periods is altered in postcapillary pulmonary hypertension (PH). METHODS AND RESULTS Twenty-six patients with postcapillary PH and 20 healthy controls were recruited for cardiac magnetic resonance imaging (MRI) scans. All participants had a heart rate no higher than 80 beats/minute. Cine magnetic resonance imaging (MRI, acquired at a four-chamber view) was analyzed to determine the length of cardiac rest periods at end-systole and mid-to-late diastole. PH patients had a shorter rest period at mid-to-late diastole than controls (17.5 ± 8.7% vs. 24.2 ± 4.2%, P = 0.003). Receiver operating characteristic (ROC) curves showed that the proportion of the rest period in diastole (defined as the length of diastasis/diastole) can discriminate PH patients from controls [area under the curve (AUC) = 0.83, 95% confidence interval (CI): 0.71-0.96]. The existence of postcapillary PH was a significant contributor (β = -5.537, P = 0.023) to shorter cardiac rest periods at mid-to-late diastole after adjusting for potential confounders, including age, sex, heart rate, and blood pressure. CONCLUSIONS Postcapillary PH is independently associated with shorter cardiac rest periods at mid-to-late diastole. The length of cardiac rest periods has the potential to become a novel quantitative imaging biomarker for indicating cardiovascular health.
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Affiliation(s)
- Kai Lin
- Department of Radiology, Northwestern University, 737 N Michigan Avenue, Suite 1600, Chicago, IL 60611, USA
| | - Roberto Sarnari
- Department of Radiology, Northwestern University, 737 N Michigan Avenue, Suite 1600, Chicago, IL 60611, USA
| | - Ashitha Pathrose
- Department of Radiology, Northwestern University, 737 N Michigan Avenue, Suite 1600, Chicago, IL 60611, USA
| | - Daniel Z Gordon
- Department of Radiology, Northwestern University, 737 N Michigan Avenue, Suite 1600, Chicago, IL 60611, USA
| | - Michael Markl
- Department of Radiology, Northwestern University, 737 N Michigan Avenue, Suite 1600, Chicago, IL 60611, USA
| | - James C Carr
- Department of Radiology, Northwestern University, 737 N Michigan Avenue, Suite 1600, Chicago, IL 60611, USA
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Cerne JW, Shehata C, Ragin A, Pathrose A, Veer M, Subedi K, Allen BD, Avery RJ, Markl M, Carr JC. Potential Prognostic Value of Native T1 in Pulmonary Hypertension Patients. Life (Basel) 2023; 13:775. [PMID: 36983931 PMCID: PMC10051677 DOI: 10.3390/life13030775] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/29/2022] [Revised: 03/02/2023] [Accepted: 03/07/2023] [Indexed: 03/16/2023] Open
Abstract
Native T1, extracellular volume fraction (ECV), and late gadolinium enhancement (LGE) characterize myocardial tissue and relate to patient prognosis in a variety of diseases, including pulmonary hypertension. The purpose of this study was to evaluate if left ventricle (LV) fibrosis measurements have prognostic value for cardiac outcomes in pulmonary hypertension subgroups. 54 patients with suspected pulmonary hypertension underwent right-heart catheterization and were classified into pulmonary hypertension subgroups: pre-capillary component (PreCompPH) and isolated post-capillary (IpcPH). Cardiac magnetic resonance imaging (MRI) scans were performed with the acquisition of balanced cine steady-state free precession, native T1, and LGE pulse sequences to measure cardiac volumes and myocardial fibrosis. Associations between cardiac events and cardiac MRI measurements were analyzed within PreCompPH and IpcPH patients. IpcPH: LV native T1 was higher in patients who experienced a cardiac event within two years vs. those who did not. In patients with LV native T1 > 1050 ms, the rate of cardiac events was higher. ECV and quantitative LGE did not differ between groups. PreCompPH: native T1, ECV, and quantitative/qualitative LGE did not differ between patients who experienced a cardiac event within two years vs. those who did not. LV native T1 may have potential value for forecasting cardiac events in IpcPH, but not in PreCompPH, patients.
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Affiliation(s)
- John W. Cerne
- Department of Radiology, Feinberg School of Medicine, Northwestern, Chicago, IL 60611, USA
| | - Christina Shehata
- Department of Radiology, Feinberg School of Medicine, Northwestern, Chicago, IL 60611, USA
| | - Ann Ragin
- Department of Radiology, Feinberg School of Medicine, Northwestern, Chicago, IL 60611, USA
| | - Ashitha Pathrose
- Department of Radiology, Feinberg School of Medicine, Northwestern, Chicago, IL 60611, USA
| | - Manik Veer
- Department of Radiology, Feinberg School of Medicine, Northwestern, Chicago, IL 60611, USA
| | - Kamal Subedi
- Department of Radiology, Feinberg School of Medicine, Northwestern, Chicago, IL 60611, USA
| | - Bradley D. Allen
- Department of Radiology, Feinberg School of Medicine, Northwestern, Chicago, IL 60611, USA
| | - Ryan J. Avery
- Department of Radiology, Feinberg School of Medicine, Northwestern, Chicago, IL 60611, USA
| | - Michael Markl
- Department of Radiology, Feinberg School of Medicine, Northwestern, Chicago, IL 60611, USA
- Department of Biomedical Engineering, Northwestern University, Evanston, IL 60208, USA
| | - James C. Carr
- Department of Radiology, Feinberg School of Medicine, Northwestern, Chicago, IL 60611, USA
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Moore JE, Cerne JW, Pathrose A, Veer M, Sarnari R, Ragin A, Carr JC, Markl M. Quantitative Assessment of Regional Pulmonary Transit Times in Pulmonary Hypertension. J Magn Reson Imaging 2023. [DOI: 10.1002/jmri.28245] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/19/2023] Open
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9
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Kaso ER, Loffler AI, Petroni GR, Meyer C, Walker MR, Carr JC, McDermott MM, Kramer CM. LDL CHOLESTEROL LOWERING WITH PCSK9 INHIBITION AND PLAQUE VOLUME, CALF MUSCLE PERFUSION, AND WALKING PERFORMANCE IN PERIPHERAL ARTERIAL DISEASE. J Am Coll Cardiol 2023. [DOI: 10.1016/s0735-1097(23)02455-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 03/06/2023]
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Lin K, Sarnari R, Speier P, Hayes C, Davids R, Carr JC, Markl M. Pilot Tone-Triggered MRI for Quantitative Assessment of Cardiac Function, Motion, and Structure. Invest Radiol 2023; 58:239-243. [PMID: 36070525 PMCID: PMC10016086 DOI: 10.1097/rli.0000000000000922] [Citation(s) in RCA: 5] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Abstract
OBJECTIVE The aim of this study was to test the hypothesis that there are good agreements between cardiac functional and structural indices derived from magnetic resonance imaging (MRI) sequences triggered with pilot tone (PT) and electrocardiogram (ECG). MATERIALS AND METHODS Sixteen healthy volunteers (11 male, age 21-76 years) underwent a cardiac MRI scan. Cine MRI, T1, and T2 mapping were acquired by using PT and ECG triggering. Quantitative measurements, including left and right ventricular end-diastolic volume, end-systolic volume, stroke volume, ejection fraction, longitudinal strain, left ventricular T1 and T2 values, left and right atrial longitudinal strain, and maximal/minimal volumes, were measured. The interclass correlation coefficient, coefficient of variation, and Bland-Altman plots were used to evaluate the agreements between measurements derived by MRI sequences triggered with 2 methods. RESULTS There were no significant differences among end-diastolic volume, end-systolic volume, stroke volume, ejection fraction, left ventricle mass, T1 and T2 values, or longitudinal strains acquired using PT and ECG. There were good agreements and low variations between the levels of these indices acquired with PT and ECG. Interclass correlation coefficients mainly ranged from 0.73 to 0.98. The coefficients of variation ranged from 1.4% to 22.6%. CONCLUSIONS Pilot tone-triggered MRI provides comparable measurements of cardiac function, motion, and structure as ECG-triggered MRI. Pilot tone has the potential to become a backup of ECG gating in cardiovascular imaging.
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Affiliation(s)
- Kai Lin
- Department of Radiology, Northwestern University, Chicago, IL
| | - Roberto Sarnari
- Department of Radiology, Northwestern University, Chicago, IL
| | | | | | | | - James C. Carr
- Department of Radiology, Northwestern University, Chicago, IL
| | - Michael Markl
- Department of Radiology, Northwestern University, Chicago, IL
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11
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Moore JE, Cerne JW, Pathrose A, Veer M, Sarnari R, Ragin A, Carr JC, Markl M. Quantitative Assessment of Regional Pulmonary Transit Times in Pulmonary Hypertension. J Magn Reson Imaging 2023; 57:727-737. [PMID: 35808987 DOI: 10.1002/jmri.28343] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/24/2022] [Revised: 06/21/2022] [Accepted: 06/22/2022] [Indexed: 01/09/2023] Open
Abstract
BACKGROUND Pulmonary hypertension (PH) contributes to restricted flow through the pulmonary circulation characterized by elevated mean pulmonary artery pressure acquired from invasive right heart catheterization (RHC). MRI may provide a noninvasive alternative for diagnosis and characterization of PH. PURPOSE To characterize PH via quantification of regional pulmonary transit times (rPTT). STUDY TYPE Retrospective. POPULATION A total of 43 patients (58% female); 24 controls (33% female). RHC-confirmed patients classified as World Health Organization (WHO) subgroups 1-4. FIELD STRENGTH/SEQUENCE A 1.5 T/time-resolved contrast-enhanced MR Angiography (CE-MRA). ASSESSMENT CE-MRA data volumes were combined into a 4D matrix (3D resolution + time). Contrast agent arrival time was defined as the peak in the signal-intensity curve generated for each voxel. Average arrival times within a vessel region of interest (ROI) were normalized to the main pulmonary artery ROI (t0 ) for eight regions to define rPTT for all subjects. Subgroup analysis included grouping the four arterial and four venous regions. Intraclass correlation analysis completed for reproducibility. STATISTICAL TESTS Analysis of covariance with age as covariate. A priori Student's t-tests or Wilcoxon rank-sum test; α = 0.05. Results compared to controls unless noted. Significant without listing P value. ICC ran as two-way absolute agreement model with two observers. RESULTS PH patients demonstrated elevated rPTT in all vascular regions; average rPTT increase in arterial and venous branches was 0.85 ± 0.15 seconds (47.7%) and 1.0 ± 0.18 seconds (16.9%), respectively. Arterial rPTT was increased for all WHO subgroups; venous regions were elevated for subgroups 2 and 4 (group 1, P = 0.86; group 3, P = 0.32). No significant rPTT differences were found between subgroups (P = 0.094-0.94). Individual vessel ICC values ranged from 0.58 to 0.97. DATA CONCLUSION Noninvasive assessment of PH using standard-of-care time-resolved CE-MRA can detect increased rPTT in PH patients of varying phenotypes compared to controls. LEVEL OF EVIDENCE 1 TECHNICAL EFFICACY: Stage 3.
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Affiliation(s)
- Jackson E Moore
- Department of Radiology, Northwestern University, Chicago, Illinois, USA.,Department of Biomedical Engineering, Northwestern University, Chicago, Illinois, USA
| | - John W Cerne
- Department of Radiology, Northwestern University, Chicago, Illinois, USA
| | - Ashitha Pathrose
- Department of Radiology, Northwestern University, Chicago, Illinois, USA
| | - Manik Veer
- Department of Radiology, Northwestern University, Chicago, Illinois, USA
| | - Roberto Sarnari
- Department of Radiology, Northwestern University, Chicago, Illinois, USA
| | - Ann Ragin
- Department of Radiology, Northwestern University, Chicago, Illinois, USA
| | - James C Carr
- Department of Radiology, Northwestern University, Chicago, Illinois, USA
| | - Michael Markl
- Department of Radiology, Northwestern University, Chicago, Illinois, USA.,Department of Biomedical Engineering, Northwestern University, Chicago, Illinois, USA
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Suwa K, Rahsepar AA, Geiger J, Dolan R, Ghasemiesfe A, Barker AJ, Collins JD, Markl M, Carr JC. A Left ventricle remodeling in patients with bicuspid aortic valve. Int J Cardiovasc Imaging 2023; 39:391-399. [PMID: 36315365 DOI: 10.1007/s10554-022-02727-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/30/2022] [Accepted: 09/05/2022] [Indexed: 11/05/2022]
Abstract
PURPOSE We assessed the impact of bicuspid aortic valve (BAV), aortic stenosis (AS), and regurgitation (AR) on the metrics of left ventricular (LV) remodeling, as measured by electrocardiogram (ECG), transthoracic echocardiography (TTE), and cardiac magnetic resonance (CMR). METHODS This retrospective CMR study included 11 patients with both AS and AR (BAV-ASR), 30 with AS (BAV-AS), 28 with AR (BAV-AR), 47 with neither AS nor AR (BAV-no_AS/AR), and 40 with trileaflet aortic valve (TAV-no_AS/AR). CMR analysis included the LV end-diastolic volume index (LVEDVi), mass index (LVMi), and extracellular volume fraction (ECV). The Sokolow-Lyon and Cornell products by ECG and TTE-derived E/e' were measured. RESULTS There were no differences in the ECG, TTE, and CMR parameters between BAV-no_AS/AR and TAV-no_AS/AR. However, the presence of aortic valve dysfunction resulted in an elevated Sokolow-Lyon product for BAV-ASR (p = 0.017) and BAV-AR (p = 0.001), as well as increased Cornell product (p = 0.04) and E/e' (p < 0.001) for BAV-AS compared with BAV-no_AS/AR. LVEDVi and LVMi were elevated in patients with BAV-ASR and BAV-AR compared with those with BAV-no_AS/AR (LVEDVi: 101 ± 29 ml/m2 and 112 ± 32 ml/m2 vs. 74 ± 15 ml/m2, p = 0.005 and p < 0.001, LVMi: 75 ± 7 g/m2 and 64 ± 14 g/m2 vs. 47 ± 9 g/m2, respectively; p < 0.001). There was no difference in ECV between the BAV and TAV-no_AS/AR subgroups. CONCLUSION Normally functioning BAV did not result in LV remodeling. However, concomitant AV dysfunction was associated with statistically significant morphological remodeling.
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Affiliation(s)
- Kenichiro Suwa
- Department of Radiology, Northwestern University Feinberg School of Medicine, 737 N. Michigan Ave. Suite 1600, 60611, Chicago, IL, USA.
- Division of Cardiology, Internal Medicine 3, Hamamatsu University School of Medicine, Hamamatsu, Japan.
| | - Amir Ali Rahsepar
- Department of Radiology, Northwestern University Feinberg School of Medicine, 737 N. Michigan Ave. Suite 1600, 60611, Chicago, IL, USA
| | - Julia Geiger
- Department of Radiology, Northwestern University Feinberg School of Medicine, 737 N. Michigan Ave. Suite 1600, 60611, Chicago, IL, USA
- Department of Diagnostic Imaging, University Children`s Hospital Zürich, Zürich, Switzerland
- University of Zürich, Zürich, Switzerland
| | - Ryan Dolan
- Department of Radiology, Northwestern University Feinberg School of Medicine, 737 N. Michigan Ave. Suite 1600, 60611, Chicago, IL, USA
| | - Ahmadreza Ghasemiesfe
- Department of Radiology, Northwestern University Feinberg School of Medicine, 737 N. Michigan Ave. Suite 1600, 60611, Chicago, IL, USA
- Department of Radiology, University of California Davis Medical Center, Sacramento, CA, USA
| | - Alex J Barker
- Department of Radiology, Northwestern University Feinberg School of Medicine, 737 N. Michigan Ave. Suite 1600, 60611, Chicago, IL, USA
- Department of Radiology, University of Colorado Anschutz Medical Campus, Aurora, CO, USA
| | - Jeremy D Collins
- Department of Radiology, Northwestern University Feinberg School of Medicine, 737 N. Michigan Ave. Suite 1600, 60611, Chicago, IL, USA
- Department of Radiology, Mayo Clinic, Rochester, MN, USA
| | - Michael Markl
- Department of Radiology, Northwestern University Feinberg School of Medicine, 737 N. Michigan Ave. Suite 1600, 60611, Chicago, IL, USA
- Department of Biomedical Engineering, Northwestern University McCormick School of Engineering, Chicago, IL, USA
| | - James C Carr
- Department of Radiology, Northwestern University Feinberg School of Medicine, 737 N. Michigan Ave. Suite 1600, 60611, Chicago, IL, USA
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Weiss EK, Jarvis K, Maroun A, Malaisrie SC, Mehta CK, McCarthy PM, Bonow RO, Avery RJ, Allen BD, Carr JC, Rigsby CK, Markl M. Systolic reverse flow derived from 4D flow cardiovascular magnetic resonance in bicuspid aortic valve is associated with aortic dilation and aortic valve stenosis: a cross sectional study in 655 subjects. J Cardiovasc Magn Reson 2023; 25:3. [PMID: 36698129 PMCID: PMC9878800 DOI: 10.1186/s12968-022-00906-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/18/2022] [Accepted: 12/04/2022] [Indexed: 01/27/2023] Open
Abstract
BACKGROUND Bicuspid aortic valve (BAV) disease is associated with increased risk of aortopathy. In addition to current intervention guidelines, BAV mediated changes in aortic 3D hemodynamics have been considered as risk stratification measures. We aimed to evaluate the association of 4D flow cardiovascular magnetic resonance (CMR) derived voxel-wise aortic reverse flow with aortic dilation and to investigate the role of aortic valve regurgitation (AR) and stenosis (AS) on reverse flow in systole and diastole. METHODS 510 patients with BAV (52 ± 14 years) and 120 patients with trileaflet aortic valve (TAV) (61 ± 11 years) and mid-ascending aorta diameter (MAAD) > 35 mm who underwent CMR including 4D flow CMR were retrospectively included. An age and sex-matched healthy control cohort (n = 25, 49 ± 12 years) was selected. Voxel-wise reverse flow was calculated in the aorta and quantified by the mean reverse flow in the ascending aorta (AAo) during systole and diastole. RESULTS BAV patients without AS and AR demonstrated significantly increased systolic and diastolic reverse flow (222% and 13% increases respectively, p < 0.01) compared to healthy controls and also had significantly increased systolic reverse flow compared to TAV patients with aortic dilation (79% increase, p < 0.01). In patients with isolated AR, systolic and diastolic AAo reverse flow increased significantly with AR severity (c = - 83.2 and c = - 205.6, p < 0.001). In patients with isolated AS, AS severity was associated with an increase in both systolic (c = - 253.1, p < 0.001) and diastolic (c = - 87.0, p = 0.02) AAo reverse flow. Right and left/right and non-coronary fusion phenotype showed elevated systolic reverse flow (> 17% increase, p < 0.01). Right and non-coronary fusion phenotype showed decreased diastolic reverse flow (> 27% decrease, p < 0.01). MAAD was an independent predictor of systolic (p < 0.001), but not diastolic, reverse flow (p > 0.1). CONCLUSION 4D flow CMR derived reverse flow associated with BAV was successfully captured even in the absence of AR or AS and in comparison to TAV patients with aortic dilation. Diastolic AAo reverse flow increased with AR severity while AS severity strongly correlated with increased systolic reverse flow in the AAo. Additionally, increasing MAAD was independently associated with increasing systolic AAo reverse flow. Thus, systolic AAo reverse flow may be a valuable metric for evaluating disease severity in future longitudinal outcome studies.
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Affiliation(s)
- Elizabeth K. Weiss
- Department of Radiology, Feinberg School of Medicine, Northwestern University, 737 North Michigan Avenue Suite 1600, Chicago, IL 60611 USA
| | - Kelly Jarvis
- Department of Radiology, Feinberg School of Medicine, Northwestern University, 737 North Michigan Avenue Suite 1600, Chicago, IL 60611 USA
| | - Anthony Maroun
- Department of Radiology, Feinberg School of Medicine, Northwestern University, 737 North Michigan Avenue Suite 1600, Chicago, IL 60611 USA
| | - S. Chris Malaisrie
- Division of Cardiac Surgery, Feinberg School of Medicine, Northwestern University, Chicago, IL USA
| | - Christopher K. Mehta
- Division of Cardiac Surgery, Feinberg School of Medicine, Northwestern University, Chicago, IL USA
| | - Patrick M. McCarthy
- Division of Cardiac Surgery, Feinberg School of Medicine, Northwestern University, Chicago, IL USA
| | - Robert O. Bonow
- Division of Cardiology, Feinberg School of Medicine, Northwestern University, Chicago, IL USA
| | - Ryan J. Avery
- Department of Radiology, Feinberg School of Medicine, Northwestern University, 737 North Michigan Avenue Suite 1600, Chicago, IL 60611 USA
| | - Bradley D. Allen
- Department of Radiology, Feinberg School of Medicine, Northwestern University, 737 North Michigan Avenue Suite 1600, Chicago, IL 60611 USA
| | - James C. Carr
- Department of Radiology, Feinberg School of Medicine, Northwestern University, 737 North Michigan Avenue Suite 1600, Chicago, IL 60611 USA
| | - Cynthia K. Rigsby
- Department of Medical Imaging, Lurie Children’s Hospital, Chicago, IL USA
| | - Michael Markl
- Department of Radiology, Feinberg School of Medicine, Northwestern University, 737 North Michigan Avenue Suite 1600, Chicago, IL 60611 USA
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Cerne JW, Pathrose A, Sarnari R, Veer M, Chow K, Subedi K, Allen BD, Avery RJ, Markl M, Carr JC. Left Ventricular Fibrosis Assessment by Native T1, ECV, and LGE in Pulmonary Hypertension Patients. Diagnostics (Basel) 2022; 13:diagnostics13010071. [PMID: 36611364 PMCID: PMC9818262 DOI: 10.3390/diagnostics13010071] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/31/2022] [Revised: 12/22/2022] [Accepted: 12/22/2022] [Indexed: 12/28/2022] Open
Abstract
Cardiac magnetic resonance imaging (MRI) is emerging as an alternative to right heart catheterization for the evaluation of pulmonary hypertension (PH) patients. The aim of this study was to compare cardiac MRI-derived left ventricle fibrosis indices between pre-capillary PH (PrePH) and isolated post-capillary PH (IpcPH) patients and assess their associations with measures of ventricle function. Global and segmental late gadolinium enhancement (LGE), longitudinal relaxation time (native T1) maps, and extracellular volume fraction (ECV) were compared among healthy controls (N = 25; 37% female; 52 ± 13 years), PH patients (N = 48; 60% female; 60 ± 14 years), and PH subgroups (PrePH: N = 29; 65% female; 55 ± 12 years, IpcPH: N = 19; 53% female; 66 ± 13 years). Cardiac cine measured ejection fraction, end diastolic, and end systolic volumes and were assessed for correlations with fibrosis. LGE mural location was qualitatively assessed on a segmental basis for all subjects. PrePH patients had elevated (apical-, mid-antero-, and mid-infero) septal left ventricle native T1 values (1080 ± 74 ms, 1077 ± 39 ms, and 1082 ± 47 ms) compared to IpcPH patients (1028 ± 53 ms, 1046 ± 36 ms, 1051 ± 44 ms) (p < 0.05). PrePH had a higher amount of insertional point LGE (69%) and LGE patterns characteristic of non-vascular fibrosis (77%) compared to IpcPH (37% and 46%, respectively) (p < 0.05; p < 0.05). Assessment of global LGE, native T1, and ECV burdens did not show a statistically significant difference between PrePH (1.9 ± 2.7%, 1056.2 ± 36.3 ms, 31.2 ± 3.7%) and IpcPH (2.7 ± 2.7%, 1042.4 ± 28.1 ms, 30.7 ± 4.7%) (p = 0.102; p = 0.229 p = 0.756). Global native T1 and ECV were higher in patients (1050.9 ± 33.8 and 31.0 ± 4.1%) than controls (28.2 ± 3.7% and 1012.9 ± 29.4 ms) (p < 0.05). Cardiac MRI-based tissue characterization may augment understanding of cardiac involvement and become a tool to facilitate PH patient classification.
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Affiliation(s)
- John W. Cerne
- Department of Radiology, Feinberg School of Medicine, Northwestern, Chicago, IL 60611, USA
- Correspondence:
| | - Ashitha Pathrose
- Department of Radiology, Feinberg School of Medicine, Northwestern, Chicago, IL 60611, USA
| | - Roberto Sarnari
- Department of Radiology, Feinberg School of Medicine, Northwestern, Chicago, IL 60611, USA
| | - Manik Veer
- Department of Radiology, Feinberg School of Medicine, Northwestern, Chicago, IL 60611, USA
| | - Kelvin Chow
- Cardiovascular MR R&D, Siemens Medical Solutions USA, Inc., Chicago, IL 60611, USA
| | - Kamal Subedi
- Department of Radiology, Feinberg School of Medicine, Northwestern, Chicago, IL 60611, USA
| | - Bradley D. Allen
- Department of Radiology, Feinberg School of Medicine, Northwestern, Chicago, IL 60611, USA
| | - Ryan J. Avery
- Department of Radiology, Feinberg School of Medicine, Northwestern, Chicago, IL 60611, USA
| | - Michael Markl
- Department of Radiology, Feinberg School of Medicine, Northwestern, Chicago, IL 60611, USA
- Department of Biomedical Engineering, Northwestern University, Evanston, IL 60208, USA
| | - James C. Carr
- Department of Radiology, Feinberg School of Medicine, Northwestern, Chicago, IL 60611, USA
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Allen BD, Kilinc O, Pradella M, Chu S, Mehta CK, Malaisrie SC, Hoel AW, Carr JC, Markl M. Entry Tear Hemodynamics Detect Patients With Adverse Aorta-Related Outcomes in Type B Aortic Dissection. JACC Cardiovasc Imaging 2022; 16:711-712. [PMID: 36752444 DOI: 10.1016/j.jcmg.2022.10.027] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/28/2022] [Accepted: 10/27/2022] [Indexed: 01/13/2023]
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Horowitz JM, Choe MJ, Dienes K, Cameron KA, Agarwal G, Yaghmai V, Carr JC. Team Approach to Improving Radiologist Wellness: A Case-Based Methodology. Curr Probl Diagn Radiol 2022; 51:806-812. [PMID: 35365374 PMCID: PMC9356970 DOI: 10.1067/j.cpradiol.2022.02.006] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/15/2021] [Revised: 02/08/2022] [Accepted: 02/27/2022] [Indexed: 09/03/2023]
Abstract
Radiologist wellness is important on an individual and group/institutional level and helps to promote a strong and healthy working environment, which can improve radiologist retention and engagement. This paper will discuss case examples of radiologist wellness improvements in a single academic institution over a 3-year period using the DMAIC (Define, Measure, Analyze, Improve, and Control) model. Leveraging this framework led to the implementation of reading room assistants, reduction in work-related injuries by improvements in ergonomics, and the formation of a faculty mentorship program.
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Affiliation(s)
- Jeanne M Horowitz
- Department of Radiology, Northwestern University Feinberg School of Medicine, Chicago, IL.
| | - Michael J Choe
- Department of Radiology, Northwestern University Feinberg School of Medicine, Chicago, IL
| | - Katelyn Dienes
- Director, Project Management Office, Northwestern Memorial Health Care, Chicago, IL
| | - Kenzie A Cameron
- Division of General Internal Medicine and Geriatrics / Department of Medicine, Northwestern University Feinberg School of Medicine, Chicago, IL
| | - Gaurava Agarwal
- Department of Psychiatry, Northwestern University Feinberg School of Medicine, Chicago, IL
| | - Vahid Yaghmai
- Department of Radiological Sciences, University of California, Irvine, UCI Health, Dept of Radiology, University of California Irvine, Orange, CA
| | - James C Carr
- Department of Radiology, Northwestern University Feinberg School of Medicine, Chicago, IL
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Cerne JW, Liu S, Umair M, Pathrose A, Moore JE, Allen BD, Markl M, Carr JC, Savas H, Wilsbacher L, Avery R. Combined modality PET/MR for the detection of severe large vessel vasculitis. Eur J Hybrid Imaging 2022; 6:16. [PMID: 35965266 PMCID: PMC9376186 DOI: 10.1186/s41824-022-00136-3] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/06/2022] [Accepted: 05/10/2022] [Indexed: 11/10/2022] Open
Abstract
Abstract
Background
Large vessel vasculitis (LVV) can be characterized based on symptom severity, and this characterization helps clinicians decide upon treatment approach. Our aim was to compare the imaging findings of combined modality positron emission tomography/magnetic resonance (PET/MR) and inflammatory markers between severe and non-severe LVV. A retrospective query was performed to identify all patients with LVV who underwent PET/MR at our institution between January 2015 and January 2021.
Results
Eleven patients (nine females; age 62.2 ± 16.4 years) underwent 15 PET/MR scans. Positivity was defined by findings indicative of active LVV on each modality: PET positive if vessel metabolic activity > liver metabolic activity; MR positive if wall thickening or contrast enhancement. When positive PET or positive MR findings were considered a positive scan, LVV patients with severe disease (n = 9 scans) showed a higher number of positive scans (n = 9) compared to the number of positive scans in non-severe patients (n = 3) (p < 0.05). The sensitivity and specificity for the detection of severe LVV were 1.00 and 0.50, respectively. When only the presence of both positive PET and positive MR findings were considered a positive scan, inflammatory marker levels were not significantly different between severe and non-severe LVV groups (severe: erythrocyte sedimentation rate (ESR) = 9.8 ± 10.6 mm/h; C-reactive protein (CRP) = 0.6 ± 0.4 mg/dL) (non-severe: ESR = 14.3 ± 22.4 mm/h; CRP = 0.5 ± 0.6 mg/dL). Blood- and liver-normalized maximum standardized uptake values were not significantly different between severe and non-severe patients (1.4 ± 0.3 vs 1.5 ± 0.4; 1.1 ± 0.4 vs 1.0 ± 0.3, respectively).
Conclusions
Because of the differences observed, PET/MR appears to be better suited to facilitate the characterization of LVV as severe or non-severe compared to inflammatory marker measurements and quantitative measurements of metabolic activity. Qualitative assessment of PET and MR positivity by 18F-fluorodeoxyglucose PET/MR may be able to supplement clinical symptoms-based LVV classification decisions and may be helpful when clinical symptoms overlap with other disease processes.
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Jarvis K, Scott MB, Soulat G, Elbaz MSM, Barker AJ, Carr JC, Markl M, Ragin A. Aortic Pulse Wave Velocity Evaluated by 4D Flow MRI Across the Adult Lifespan. J Magn Reson Imaging 2022; 56:464-473. [PMID: 35001455 PMCID: PMC9387532 DOI: 10.1002/jmri.28045] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/08/2021] [Revised: 12/19/2021] [Accepted: 12/20/2021] [Indexed: 11/05/2022] Open
Abstract
BACKGROUND Evaluation of aortic stiffness by pulse wave velocity (PWV) across the adult lifespan is needed to better understand normal aging in women and men. PURPOSE To characterize PWV in the thoracic aorta using 4D flow MRI in an age- and sex-stratified cohort of healthy adults. STUDY TYPE Retrospective. POPULATION Ninety nine healthy participants (age: 46 ± 15 [19-79] years, 50% female), divided into young adults (<45 years) (N = 48), midlife (45-65 years) (N = 37), and later life (>65 years) (N = 14) groups. FIELD STRENGTH/SEQUENCE 1.5 T or 3 T, 2D cine bSSFP, 4D flow MRI. ASSESSMENT Cardiac functional parameters of end-diastolic volume (EDV), end-systolic volume (ESV), stroke volume (SV) and myocardial mass were assessed by 2D cine bSSFP. PWV and aortic blood flow velocity were assessed by 4D flow MRI. Reproducibility of PWV was evaluated in a subset of nine participants. STATISTICAL TESTS Analysis of variance, Pearson's correlation coefficient (r), linear regression, intraclass correlation coefficient (ICC). A P value < 0.05 was considered statistically significant. RESULTS PWV increased significantly with age (young adults: 5.4 ± 0.9 m/sec, midlife: 7.2 ± 1.1 m/sec, and later life: 9.4 ± 1.8 m/sec) (r = 0.79, slope = 0.09 m/sec/year). PWV did not differ in women and men in entire sample (P = 0.40) or within age groups (young adults: P = 0.83, midlife: P = 0.17, and later life: P = 0.96). PWV was significantly correlated with EDV (r = -0.29), ESV (r = -0.23), SV (r = -0.28), myocardial mass (r = 0.21), and mean aortic blood flow velocity (r = -0.62). In the test-retest subgroup (N = 9), PWV was 6.7 ± 1.5 [4.4-9.3] m/sec and ICC = 0.75. DATA CONCLUSION 4D flow MRI quantified higher aortic PWV with age, by approximately 1 m/sec per decade, and significant differences between young adults, midlife and later life. Reproducibility analysis showed good test-retest agreement. Increased PWV was associated with decline in cardiac function and reduced aortic blood flow velocity. This study demonstrates the utility of 4D flow MRI-derived aortic PWV for studying aging. EVIDENCE LEVEL 2 TECHNICAL EFFICACY: Stage 2.
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Affiliation(s)
- Kelly Jarvis
- Radiology, Northwestern University, Chicago, IL, USA
| | - Michael B. Scott
- Radiology, Northwestern University, Chicago, IL, USA
- Biomedical Engineering, Northwestern University, Evanston, IL, USA
| | - Gilles Soulat
- Radiology, Northwestern University, Chicago, IL, USA
| | | | - Alex J Barker
- Radiology, University of Colorado Anschutz Medical Campus, Aurora, Colorado, USA
| | - James C. Carr
- Radiology, Northwestern University, Chicago, IL, USA
| | - Michael Markl
- Radiology, Northwestern University, Chicago, IL, USA
- Biomedical Engineering, Northwestern University, Evanston, IL, USA
| | - Ann Ragin
- Radiology, Northwestern University, Chicago, IL, USA
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19
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Chu S, Kilinc O, Pradella M, Weiss E, Baraboo J, Maroun A, Jarvis K, Mehta CK, Malaisrie SC, Hoel AW, Carr JC, Markl M, Allen BD. Baseline 4D Flow-Derived in vivo Hemodynamic Parameters Stratify Descending Aortic Dissection Patients With Enlarging Aortas. Front Cardiovasc Med 2022; 9:905718. [PMID: 35757320 PMCID: PMC9218246 DOI: 10.3389/fcvm.2022.905718] [Citation(s) in RCA: 8] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/27/2022] [Accepted: 05/16/2022] [Indexed: 12/02/2022] Open
Abstract
Purpose The purpose of our study was to assess the value of true lumen and false lumen hemodynamics compared to aortic morphological measurements for predicting adverse-aorta related outcomes (AARO) and aortic growth in patients with type B aortic dissection (TBAD). Materials and Methods Using an IRB approved protocol, we retrospectively identified patients with descending aorta (DAo) dissection at a large tertiary center. Inclusion criteria includes known TBAD with ≥ 6 months of clinical follow-up after initial presentation for TBAD or after ascending aorta intervention for patients with repaired type A dissection with residual type B aortic dissection (rTAAD). Patients with prior descending aorta intervention were excluded. The FL and TL of each patient were manually segmented from 4D flow MRI data, and 3D parametric maps of aortic hemodynamics were generated. Groups were divided based on (1) presence vs. absence of AARO and (2) growth rate ≥ vs. < 3 mm/year. True and false lumen kinetic energy (KE), stasis, peak velocity (PV), reverse/forward flow (RF/FF), FL to TL KE ratio, as well as index aortic diameter were compared between groups using the Mann–Whitney U or independent t-test. Results A total of n = 51 patients (age: 58.4 ± 15.0 years, M/F: 31/20) were included for analysis of AARO. This group contained n = 26 patients with TBAD and n = 25 patients with rTAAD. In the overall cohort, AARO patients had larger baseline diameters, lower FL-RF, FL stasis, TL-KE, TL-FF and TL-PV. Among patients with de novo TBAD, those with AAROs had larger baseline diameter, lower FL stasis and TL-PV. In both the overall cohort and in the subgroup of de novo TBAD, subjects with aortic growth ≥ 3mm/year, patients had a higher KE ratio. Conclusion Our study suggests that 4D flow MRI is a promising tool for TBAD evaluation that can provide information beyond traditional MRA or CTA. 4D flow has the potential to become an integral aspect of TBAD work-up, as hemodynamic assessment may allow earlier identification of at-risk patients who could benefit from earlier intervention.
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Affiliation(s)
- Stanley Chu
- Department of Radiology, Northwestern University, Chicago, IL, United States
| | - Ozden Kilinc
- Department of Radiology, Northwestern University, Chicago, IL, United States
| | - Maurice Pradella
- Department of Radiology, Northwestern University, Chicago, IL, United States
| | - Elizabeth Weiss
- Department of Radiology, Northwestern University, Chicago, IL, United States.,Department of Biomedical Engineering, Northwestern University, Chicago, IL, United States
| | - Justin Baraboo
- Department of Biomedical Engineering, Northwestern University, Chicago, IL, United States
| | - Anthony Maroun
- Department of Radiology, Northwestern University, Chicago, IL, United States
| | - Kelly Jarvis
- Department of Radiology, Northwestern University, Chicago, IL, United States.,Department of Biomedical Engineering, Northwestern University, Chicago, IL, United States
| | - Christopher K Mehta
- Department of Surgery (Cardiac Surgery), Northwestern University, Chicago, IL, United States
| | - S Chris Malaisrie
- Department of Surgery (Cardiac Surgery), Northwestern University, Chicago, IL, United States
| | - Andrew W Hoel
- Department of Surgery (Vascular Surgery), Northwestern University, Chicago, IL, United States
| | - James C Carr
- Department of Radiology, Northwestern University, Chicago, IL, United States
| | - Michael Markl
- Department of Radiology, Northwestern University, Chicago, IL, United States.,Department of Biomedical Engineering, Northwestern University, Chicago, IL, United States
| | - Bradley D Allen
- Department of Radiology, Northwestern University, Chicago, IL, United States
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20
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Fan L, Hong K, Hsu LY, Carr JC, Allen BD, Lee DC, Kim D. Optimal saturation recovery time for minimizing the underestimation of arterial input function in quantitative cardiac perfusion MRI. Magn Reson Med 2022; 88:832-839. [PMID: 35377476 PMCID: PMC9321550 DOI: 10.1002/mrm.29240] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/06/2021] [Revised: 02/04/2022] [Accepted: 02/28/2022] [Indexed: 11/07/2022]
Abstract
Purpose The purpose of this study was to determine an optimal saturation‐recovery time (TS) for minimizing the underestimation of arterial input function (AIF) in quantitative cardiac perfusion MRI without multiple gadolinium injections per subject. Methods We scanned 18 subjects (mean age = 59 ± 14 years, 9/9 males/females) to acquire resting perfusion data and 1 additional subject (age = 38 years, male) to obtain stress‐rest perfusion data using a 5‐fold accelerated pulse sequence with radial k‐space sampling and applied k‐space weighted image contrast (KWIC) filters on the same k‐space data to retrospectively reconstruct five AIF images with effective TS ranging from 10 to 21.2 ms (2.8 ms steps). Undersampled images were reconstructed using a compressed sensing framework with temporal‐total‐variation and temporal‐principal‐component as 2 orthogonal sparsifying transforms. The image processing steps included, same motion correction across five different AIF images, signal normalization by the proton‐density‐weighted‐image, signal‐to‐T1 conversion using a Bloch equation, T1‐to‐gadolinium‐concentration conversion assuming fast water exchange, T2* correction to the AIF, and gadolinium‐concentration to myocardial blood flow (MBF) conversion based on a Fermi model. Results Among five TS values, the shortest TS (10 ms) produced significantly (P < 0.05) higher peak AIF and lower resting MBF (13.73 mM, 0.73 mL g−1 min−1) than 12.8 ms (11.24 mM, 0.89 mL g−1 min−1), 15.6 ms (9.56 mM, 1.05 mL g−1 min−1), 18.4 ms (8.55 mM, 1.17 mL g−1 min−1), and 21.2 ms (7.95 mM, 1.27 mL g−1 min−1). Similarly, shorter TS reduced underestimation of AIF (or overestimation of MBF) for both during stress and at rest, but this effect was canceled in myocardial‐perfusion‐reserve (MPR). Conclusion This study demonstrates that TS of 10 ms reduces the underestimation of AIF and, hence, the overestimation of MBF compared with longer TS values (12.8‐21.2 ms).
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Affiliation(s)
- Lexiaozi Fan
- Department of Radiology, Northwestern University Feinberg School of Medicine, Chicago, Illinois, USA.,Department of Biomedical Engineering, Northwestern University, Evanston, Illinois, USA
| | - Kyungpyo Hong
- Department of Radiology, Northwestern University Feinberg School of Medicine, Chicago, Illinois, USA
| | - Li-Yueh Hsu
- Department of Radiology and Imaging Sciences, National Institutes of Health, Bethesda, Maryland, USA
| | - James C Carr
- Department of Radiology, Northwestern University Feinberg School of Medicine, Chicago, Illinois, USA
| | - Bradley D Allen
- Department of Radiology, Northwestern University Feinberg School of Medicine, Chicago, Illinois, USA
| | - Daniel C Lee
- Division of Cardiology, Internal Medicine, Northwestern University Feinberg School of Medicine, Chicago, Illinois, USA
| | - Daniel Kim
- Department of Radiology, Northwestern University Feinberg School of Medicine, Chicago, Illinois, USA.,Department of Biomedical Engineering, Northwestern University, Evanston, Illinois, USA
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21
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Abbasi MA, Blake AM, Sarnari R, Lee D, Anderson AS, Ghafourian K, Khan SS, Vorovich EE, Rich JD, Wilcox JE, Yancy CW, Carr JC, Markl M. Multiparametric Cardiac Magnetic Resonance Imaging Detects Altered Myocardial Tissue and Function in Heart Transplantation Recipients Monitored for Cardiac Allograft Vasculopathy. J Cardiovasc Imaging 2022; 30:263-275. [PMID: 36280267 PMCID: PMC9592247 DOI: 10.4250/jcvi.2022.0003] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/05/2022] [Revised: 04/26/2022] [Accepted: 05/02/2022] [Indexed: 11/22/2022] Open
Abstract
BACKGROUND Cardiac allograft vasculopathy (CAV) is a complication beyond the first-year post-heart transplantation (HTx). We aimed to test the utility of cardiac magnetic resonance (CMR) to detect functional/structural changes in HTx recipients with CAV. METHODS Seventy-seven prospectively recruited HTx recipients beyond the first-year post-HTx and 18 healthy controls underwent CMR, including cine imaging of ventricular function and T1- and T2-mapping to assess myocardial tissue changes. Data analysis included quantification of global cardiac function and regional T2, T1 and extracellular volume based on the 16-segment model. International Society for Heart and Lung Transplantation criteria was used to adjudicate CAV grade (0–3) based on coronary angiography. RESULTS The majority of HTx recipients (73%) presented with CAV (1: n = 42, 2/3: n = 14, 0: n = 21). Global and segmental T2 (49.5 ± 3.4 ms vs 50.6 ± 3.4 ms, p < 0.001;16/16 segments) were significantly elevated in CAV-0 compared to controls. When comparing CAV-2/3 to CAV-1, global and segmental T2 were significantly increased (53.6 ± 3.2 ms vs. 50.6 ± 2.9 ms, p < 0.001; 16/16 segments) and left ventricular ejection fraction was significantly decreased (54 ± 9% vs. 59 ± 9%, p < 0.05). No global, structural, or functional differences were seen between CAV-0 and CAV-1. CONCLUSIONS Transplanted hearts display functional and structural alteration compared to native hearts, even in those without evidence of macrovasculopathy (CAV-0). In addition, CMR tissue parameters were sensitive to changes in CAV-1 vs. 2/3 (mild vs. moderate/severe). Further studies are warranted to evaluate the diagnostic value of CMR for the detection and classification of CAV.
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Affiliation(s)
- Muhannad A. Abbasi
- Department of Radiology, Feinberg School of Medicine, Northwestern University, Chicago, IL, USA
| | - Allison M. Blake
- Department of Radiology, Feinberg School of Medicine, Northwestern University, Chicago, IL, USA
| | - Roberto Sarnari
- Department of Radiology, Feinberg School of Medicine, Northwestern University, Chicago, IL, USA
| | - Daniel Lee
- Department of Radiology, Feinberg School of Medicine, Northwestern University, Chicago, IL, USA
| | - Allen S. Anderson
- Division of Cardiology, Department of Medicine, Northwestern University, Chicago, IL, USA
| | - Kambiz Ghafourian
- Division of Cardiology, Department of Medicine, Northwestern University, Chicago, IL, USA
| | - Sadiya S. Khan
- Division of Cardiology, Department of Medicine, Northwestern University, Chicago, IL, USA
| | - Esther E. Vorovich
- Division of Cardiology, Department of Medicine, Northwestern University, Chicago, IL, USA
| | - Jonathan D. Rich
- Division of Cardiology, Department of Medicine, Northwestern University, Chicago, IL, USA
| | - Jane E. Wilcox
- Division of Cardiology, Department of Medicine, Northwestern University, Chicago, IL, USA
| | - Clyde W. Yancy
- Division of Cardiology, Department of Medicine, Northwestern University, Chicago, IL, USA
| | - James C. Carr
- Department of Radiology, Feinberg School of Medicine, Northwestern University, Chicago, IL, USA
| | - Michael Markl
- Department of Radiology, Feinberg School of Medicine, Northwestern University, Chicago, IL, USA
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22
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Cerne JW, Pathrose A, Singer AM, Moore JE, Serhal A, Aouad P, Umair M, Ragin A, Allen BD, Avery R, Markl M, Carr JC. MRA of the Supraaortic Vasculature: Comparison of Gadobutrol and Gadoterate Meglumine at 1.5 T. J Magn Reson Imaging 2021; 56:440-449. [PMID: 34953154 DOI: 10.1002/jmri.28044] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/13/2021] [Revised: 12/14/2021] [Accepted: 12/14/2021] [Indexed: 11/08/2022] Open
Abstract
BACKGROUND Gadobutrol (GB) and gadoterate meglumine (GM) are contrast agents used for contrast-enhanced magnetic resonance angiography (CEMRA). Supraaortic vasculature (SAV) CEMRAs are used to evaluate stroke risk and neurologic symptoms. There is a need to compare the SAV CEMRA image quality obtained with GB and GM. PURPOSE To intra-individually compare MRA images obtained with equimolar GB and GM at 1.5 T in the SAV. STUDY TYPE Prospective, crossover. POPULATION Twenty-eight subjects (54 ± 13 years; 17 female). FIELD STRENGTH/SEQUENCE 1.5 T; three-dimensional (3D) gradient recalled echo. ASSESSMENT Quantitative image quality was measured by normalized signal intensity (SIn ) [SIn = SI blood/SD blood] and contrast ratio (CR) [CR = SI blood/SI muscle], determined by an observer (JWC) with 1 year of vascular imaging experience. Three radiologists (AS, PA, and MU) with (5, 5, and 6 years of) vascular imaging experience evaluated image quality by Likert-scale ratings (of image impression, wall conspicuity, and artifact absence). STATISTICAL TESTS SIn and CR were compared with paired t-tests or Wilcoxon signed-rank tests and Bland-Altman plots. Qualitative ratings were compared with Wilcoxon signed-rank test. RESULTS No significant difference in SIn was found between GB and GM. CRs with GB were significantly higher than GM at the right common carotid (6.9 ± 2.5 vs. 4.8 ± 1), left internal carotid (7.3 ± 2 vs. 4.4 ± 1.2), right internal carotid (7.7 ± 2.2 vs. 5 ± 1.1), and left vertebral (6.6 ± 2.2 vs. 4.5 ± 1.1) arteries. Bland-Altman plots showed relatively greater differences between GB and GM at higher CRs and SIn s. GM showed significantly higher artifact than GB (3.56 ± 0.52 vs. 3.36 ± 0.46) and significantly lower overall image quality (10.73 ± 1.45 vs. 11.26 ± 1.58) at the left vertebral artery. DATA CONCLUSION At 1.5 T and equimolar demonstration, GB (0.1 mL/kg, i.e., 0.1 mmol/kg) showed higher CRs in the SAV compared to GM (0.2 mL/kg, i.e., 0.1 mmol/kg) at most vessels. Subjective image quality was not significantly different between the two agents for most vessels. LEVEL OF EVIDENCE 2 TECHNICAL EFFICACY: Stage 2.
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Affiliation(s)
- John W Cerne
- Department of Radiology, Northwestern University Feinberg School of Medicine, Chicago, Illinois, USA
| | - Ashitha Pathrose
- Department of Radiology, Northwestern University Feinberg School of Medicine, Chicago, Illinois, USA
| | - Alyssa M Singer
- Tulane University School of Medicine, New Orleans, Louisiana, USA
| | - Jackson E Moore
- Department of Radiology, Northwestern University Feinberg School of Medicine, Chicago, Illinois, USA.,Department of Biomedical Engineering, Northwestern University McCormick School of Engineering and Applied Science, Evanston, Illinois, USA
| | - Ali Serhal
- Department of Radiology, Northwestern University Feinberg School of Medicine, Chicago, Illinois, USA
| | - Pascale Aouad
- Department of Radiology, Northwestern University Feinberg School of Medicine, Chicago, Illinois, USA
| | - Muhammad Umair
- Department of Radiology, Northwestern University Feinberg School of Medicine, Chicago, Illinois, USA
| | - Ann Ragin
- Department of Radiology, Northwestern University Feinberg School of Medicine, Chicago, Illinois, USA
| | - Bradley D Allen
- Department of Radiology, Northwestern University Feinberg School of Medicine, Chicago, Illinois, USA
| | - Ryan Avery
- Department of Radiology, Northwestern University Feinberg School of Medicine, Chicago, Illinois, USA
| | - Michael Markl
- Department of Radiology, Northwestern University Feinberg School of Medicine, Chicago, Illinois, USA.,Department of Biomedical Engineering, Northwestern University McCormick School of Engineering and Applied Science, Evanston, Illinois, USA
| | - James C Carr
- Department of Radiology, Northwestern University Feinberg School of Medicine, Chicago, Illinois, USA.,Department of Medicine, Northwestern University Feinberg School of Medicine, Chicago, Illinois, USA
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23
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Horowitz JM, Choe MJ, Kelahan LC, Deshmukh S, Agarwal G, Yaghmai V, Carr JC. Role of Ergonomic Improvements in Decreasing Repetitive Stress Injuries and Promoting Well-Being in a Radiology Department. Acad Radiol 2021; 29:1387-1393. [PMID: 34953728 DOI: 10.1016/j.acra.2021.11.009] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/20/2021] [Revised: 11/08/2021] [Accepted: 11/10/2021] [Indexed: 11/01/2022]
Abstract
RATIONALE AND OBJECTIVES To determine if ergonomic improvements in a radiology department can decrease repetitive stress injuries (RSIs), advance ergonomics knowledge, and improve well-being. MATERIALS AND METHODS Radiologists in an academic institution were surveyed regarding physician wellness, workstations, RSIs, and ergonomics knowledge before and after interventions over 1 year. Interventions included committee formation, education, wrist pads and wireless mice, broken table and chair replacement, and cord organization. Mann-Whitney U test was used for analysis. RESULTS Survey response was 40% preinterventions (59/147), and 42% (66/157) postinterventions. Preinterventions, of radiologists with RSI history, 17/40 (42%) reported the RSI caused symptoms which can lead to burnout, and 15/40 (37%) responded their RSI made them think about leaving their job. Twenty-three of 59 (39%) radiologists had an active RSI preinterventions. Postinterventions, 9/25 (36%) RSI resolved, 13/25 (52%) RSI improved, and 3/25 (12%) RSI did not improve. RSI improvements were attributed to ergonomic interventions in 19/25 (76%) and therapy in 2/25 (8%). Radiologists who thought their workstation was designed with well-being in mind increased from 9/59 (15%) to 52/64 (81%). The percentage of radiologists knowing little or nothing about ergonomics decreased from 15/59 (25%) to 5/64 (8%). After ergonomics interventions, more radiologists thought the administration cared about safety and ergonomics, equipment was distributed fairly, and radiologists had the ability to ask for equipment (p < .01). Fifty-three of 64 (83%) of radiologists after interventions said improving workstation ergonomic design contributed to well-being. CONCLUSION Ergonomic improvements in radiology can decrease RSIs, advance ergonomics knowledge, and improve well-being.
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24
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Shen D, Pathrose A, Sarnari R, Blake A, Berhane H, Baraboo JJ, Carr JC, Markl M, Kim D. Automated segmentation of biventricular contours in tissue phase mapping using deep learning. NMR Biomed 2021; 34:e4606. [PMID: 34476863 PMCID: PMC8795858 DOI: 10.1002/nbm.4606] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/05/2021] [Revised: 07/27/2021] [Accepted: 08/02/2021] [Indexed: 06/13/2023]
Abstract
Tissue phase mapping (TPM) is an MRI technique for quantification of regional biventricular myocardial velocities. Despite its potential, clinical use is limited due to the requisite labor-intensive manual segmentation of cardiac contours for all time frames. The purpose of this study was to develop a deep learning (DL) network for automated segmentation of TPM images, without significant loss in segmentation and myocardial velocity quantification accuracy compared with manual segmentation. We implemented a multi-channel 3D (three dimensional; 2D + time) dense U-Net that trained on magnitude and phase images and combined cross-entropy, Dice, and Hausdorff distance loss terms to improve the segmentation accuracy and suppress unnatural boundaries. The dense U-Net was trained and tested with 150 multi-slice, multi-phase TPM scans (114 scans for training, 36 for testing) from 99 heart transplant patients (44 females, 1-4 scans/patient), where the magnitude and velocity-encoded (Vx , Vy , Vz ) images were used as input and the corresponding manual segmentation masks were used as reference. The accuracy of DL segmentation was evaluated using quantitative metrics (Dice scores, Hausdorff distance) and linear regression and Bland-Altman analyses on the resulting peak radial and longitudinal velocities (Vr and Vz ). The mean segmentation time was about 2 h per patient for manual and 1.9 ± 0.3 s for DL. Our network produced good accuracy (median Dice = 0.85 for left ventricle (LV), 0.64 for right ventricle (RV), Hausdorff distance = 3.17 pixels) compared with manual segmentation. Peak Vr and Vz measured from manual and DL segmentations were strongly correlated (R ≥ 0.88) and in good agreement with manual analysis (mean difference and limits of agreement for Vz and Vr were -0.05 ± 0.98 cm/s and -0.06 ± 1.18 cm/s for LV, and -0.21 ± 2.33 cm/s and 0.46 ± 4.00 cm/s for RV, respectively). The proposed multi-channel 3D dense U-Net was capable of reducing the segmentation time by 3,600-fold, without significant loss in accuracy in tissue velocity measurements.
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Affiliation(s)
- Daming Shen
- Department of Radiology, Northwestern University Feinberg School of Medicine, Chicago, USA
- Biomedical Engineering, Northwestern University McCormick School of Engineering and Applied Science, Evanston, USA
| | - Ashitha Pathrose
- Department of Radiology, Northwestern University Feinberg School of Medicine, Chicago, USA
| | - Roberto Sarnari
- Department of Radiology, Northwestern University Feinberg School of Medicine, Chicago, USA
| | - Allison Blake
- Department of Radiology, Northwestern University Feinberg School of Medicine, Chicago, USA
| | - Haben Berhane
- Department of Radiology, Northwestern University Feinberg School of Medicine, Chicago, USA
- Biomedical Engineering, Northwestern University McCormick School of Engineering and Applied Science, Evanston, USA
| | - Justin J Baraboo
- Department of Radiology, Northwestern University Feinberg School of Medicine, Chicago, USA
- Biomedical Engineering, Northwestern University McCormick School of Engineering and Applied Science, Evanston, USA
| | - James C Carr
- Department of Radiology, Northwestern University Feinberg School of Medicine, Chicago, USA
| | - Michael Markl
- Department of Radiology, Northwestern University Feinberg School of Medicine, Chicago, USA
- Biomedical Engineering, Northwestern University McCormick School of Engineering and Applied Science, Evanston, USA
| | - Daniel Kim
- Department of Radiology, Northwestern University Feinberg School of Medicine, Chicago, USA
- Biomedical Engineering, Northwestern University McCormick School of Engineering and Applied Science, Evanston, USA
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25
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Cerne JW, Pathrose A, Gordon DZ, Sarnari R, Veer M, Blaisdell J, Allen BD, Avery R, Markl M, Ragin A, Carr JC. Evaluation of Pulmonary Hypertension Using 4D Flow MRI. J Magn Reson Imaging 2021; 56:234-245. [PMID: 34694050 DOI: 10.1002/jmri.27967] [Citation(s) in RCA: 13] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/04/2021] [Revised: 10/12/2021] [Accepted: 10/14/2021] [Indexed: 01/09/2023] Open
Abstract
BACKGROUND Cardiac magnetic resonance imaging (MRI) is becoming an alternative to right heart catheterization (RHC) for evaluating pulmonary hypertension (PH). A need exists to further evaluate cardiac MRI's ability to characterize PH. PURPOSE To evaluate the potential for four-dimensional (4D) flow MRI-derived pulmonary artery velocities to characterize PH. STUDY TYPE Prospective case-control. POPULATION Fifty-four PH patients (56% female); 25 controls (36% female). FIELD STRENGTH/SEQUENCE 1.5 T; gradient recalled echo 4D flow and balanced steady-state free precession cardiac cine. ASSESSMENT RHC was used to derive patients' pulmonary vascular resistance (PVR). 4D flow measured blood velocities at the main, left, and right pulmonary arteries (MPA, LPA, and RPA); cine measured ejection fraction, end diastolic, and end systolic volumes (EF, EDV, and ESV). EDV and ESV were normalized (indexed) to body surface area (ESVI and EDVI). Parameters were evaluated between, and within, PH subgroups: pulmonary arterial hypertension (PAH); PH due to left heart disease (PH-LHD)/chronic lung disease (PH-CLD)/or chronic thrombo-emboli (CTE-PH). STATISTICAL TESTS Analysis of variance and Kruskal-Wallis tests compared parameters between subgroups. Pearson's r assessed velocity, PVR, and volume correlations. Significance definition: P < 0.05. RESULTS PAH peak and mean velocities were significantly lower than in controls at the LPA (36 ± 12 cm/second and 20 ± 4 cm/second vs. 59 ± 15 cm/second and 32 ± 9 cm/second). At the RPA, mean velocities were significantly lower in PAH vs. controls (27 ± 6 cm/second vs. 40 ± 9 cm/second). Peak velocities significantly correlated with right ventricular EF at the MPA (r = 0.286), RPA (r = 0.400), and LPA (r = 0.401). Peak velocity significantly correlated with right ventricular ESVI at the RPA (r = -0.355) and LPA (r = -0.316). Significant correlations between peak velocities and PVR were moderate at the LPA in PAH (r = -0.641) and in PH-LHD (r = -0.606) patients, and at the MPA in PH-CLD (r = -0.728). CTE-PH showed non-significant correlations between peak velocity and PVR at all locations. DATA CONCLUSION Preliminary findings suggest 4D flow can identify PAH and track PVR changes. LEVEL OF EVIDENCE 1 TECHNICAL EFFICACY: Stage 5.
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Affiliation(s)
- John W Cerne
- Department of Radiology, Northwestern University, Chicago, Illinois, USA
| | - Ashitha Pathrose
- Department of Radiology, Northwestern University, Chicago, Illinois, USA
| | - Daniel Z Gordon
- Department of Infectious Diseases, Northwestern University, Chicago, Illinois, USA
| | - Roberto Sarnari
- Department of Radiology, Northwestern University, Chicago, Illinois, USA
| | - Manik Veer
- Department of Radiology, Northwestern University, Chicago, Illinois, USA
| | - Julie Blaisdell
- Department of Radiology, Northwestern University, Chicago, Illinois, USA
| | - Bradley D Allen
- Department of Radiology, Northwestern University, Chicago, Illinois, USA
| | - Ryan Avery
- Department of Radiology, Northwestern University, Chicago, Illinois, USA
| | - Michael Markl
- Department of Radiology, Northwestern University, Chicago, Illinois, USA.,Department of Biomedical Engineering, Northwestern University, Evanston, Illinois, USA
| | - Ann Ragin
- Department of Radiology, Northwestern University, Chicago, Illinois, USA
| | - James C Carr
- Department of Radiology, Northwestern University, Chicago, Illinois, USA
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26
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Ma LE, Yerly J, Piccini D, Di Sopra L, Roy CW, Carr JC, Rigsby CK, Kim D, Stuber M, Markl M. Erratum: 5D Flow MRI: A Fully Self-gated, Free-running Framework for Cardiac and Respiratory Motion-resolved 3D Hemodynamics. Radiol Cardiothorac Imaging 2021; 3:e219001. [PMID: 34235452 DOI: 10.1148/ryct.2021219001] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/11/2022]
Abstract
[This corrects the article DOI: 10.1148/ryct.2020200219.].
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27
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Khan SS, Shah SJ, Strande JL, Baldridge AS, Flevaris P, Puckelwartz MJ, McNally EM, Rasmussen-Torvik LJ, Lee DC, Carr JC, Benefield BC, Afzal MZ, Heiman M, Gupta S, Shapiro AD, Vaughan DE. Identification of Cardiac Fibrosis in Young Adults With a Homozygous Frameshift Variant in SERPINE1. JAMA Cardiol 2021; 6:841-846. [PMID: 33439236 DOI: 10.1001/jamacardio.2020.6909] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/26/2023]
Abstract
Importance Cardiac fibrosis is exceedingly rare in young adults. Identification of genetic variants that cause early-onset cardiomyopathy may inform novel biological pathways. Experimental models and a single case report have linked genetic deficiency of plasminogen activator inhibitor-1 (PAI-1), a downstream target of cardiac transforming growth factor β, with cardiac fibrosis. Objective To perform detailed cardiovascular phenotyping and genotyping in young adults from an Amish family with a frameshift variant (c.699_700dupTA) in SERPINE1, the gene that codes for PAI-1. Design, Setting, and Participants This observational study included participants from 3 related nuclear families from an Amish community in the primary analysis and participants from the extended family in the secondary analysis. Participants were recruited from May 2015 to December 2016, and analysis took place from June 2015 to June 2020. Main Outcomes and Measures (1) Multimodality cardiovascular imaging (transthoracic echocardiography and cardiac magnetic resonance imaging), (2) whole-exome sequencing, and (3) induced pluripotent stem cell-derived cardiomyocytes. Results Among 17 participants included in the primary analysis, the mean (interquartile range) age was 23.7 (20.9-29.9) years and 9 individuals (52.9%) were confirmed to be homozygous for the SERPINE1 c.699_700dupTA variant. Late gadolinium enhancement was present in 6 of 9 homozygous participants (67%) with absolute PAI-1 deficiency vs 0 of 8 in the control group (P = .001). Late gadolinium enhancement patterns tended to be dense and linear, usually subepicardial but also midmyocardial and transmural with noncoronary distributions. Targeted whole-exome sequencing analysis identified that homozygosity for c.699_700dupTA SERPINE1 was the only shared pathogenic variant or variant of uncertain significance after examination of cardiomyopathy genes among those with late gadolinium enhancement. Induced pluripotent stem cell-derived cardiomyocytes from participants homozygous for the SERPINE1 c.699_700dupTA variant exhibited susceptibility to cardiomyocyte injury in response to angiotensin II (increased transforming growth factor β1 secretion and release of lactate dehydrogenase) compared with control induced pluripotent stem cell-derived cardiomyocytes. In a secondary analysis based on echocardiography in 155 individuals across 3 generations in the extended family, no difference in global longitudinal strain was observed in carriers for the SERPINE1 c.699_700dupTA variant compared with wild-type participants, supporting an autosomal recessive inheritance pattern. Conclusions and Relevance In this study, a highly penetrant, autosomal recessive, cardiac fibrosis phenotype among young adults with homozygous frameshift variant for SERPINE1 was identified, suggesting an optimal range of PAI-1 levels are needed for cardiac homeostasis.
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Affiliation(s)
- Sadiya S Khan
- Division of Cardiology, Department of Medicine, Northwestern University Feinberg School of Medicine, Chicago, Illinois.,Department of Preventive Medicine, Northwestern University Feinberg School of Medicine, Chicago, Illinois
| | - Sanjiv J Shah
- Division of Cardiology, Department of Medicine, Northwestern University Feinberg School of Medicine, Chicago, Illinois.,Associate Editor, JAMA Cardiology
| | - Jennifer L Strande
- Department of Medicine and Cardiovascular Center, Medical College of Wisconsin, Milwaukee
| | - Abigail S Baldridge
- Department of Preventive Medicine, Northwestern University Feinberg School of Medicine, Chicago, Illinois
| | - Panagiotis Flevaris
- Division of Cardiology, Department of Medicine, Northwestern University Feinberg School of Medicine, Chicago, Illinois
| | - Megan J Puckelwartz
- Center for Genetic Medicine, Northwestern University Feinberg School of Medicine, Chicago, Illinois
| | - Elizabeth M McNally
- Division of Cardiology, Department of Medicine, Northwestern University Feinberg School of Medicine, Chicago, Illinois.,Center for Genetic Medicine, Northwestern University Feinberg School of Medicine, Chicago, Illinois
| | - Laura J Rasmussen-Torvik
- Department of Preventive Medicine, Northwestern University Feinberg School of Medicine, Chicago, Illinois
| | - Daniel C Lee
- Division of Cardiology, Department of Medicine, Northwestern University Feinberg School of Medicine, Chicago, Illinois.,Feinberg Cardiovascular Research Institute, Northwestern University Feinberg School of Medicine, Chicago, Illinois
| | - James C Carr
- Department of Radiology, Northwestern University, Chicago, Illinois
| | - Brandon C Benefield
- Feinberg Cardiovascular Research Institute, Northwestern University Feinberg School of Medicine, Chicago, Illinois
| | - Muhammad Zeeshan Afzal
- Department of Medicine and Cardiovascular Center, Medical College of Wisconsin, Milwaukee
| | - Meadow Heiman
- Indiana Hemophilia and Thrombosis Center, Indianapolis
| | - Sweta Gupta
- Indiana Hemophilia and Thrombosis Center, Indianapolis
| | - Amy D Shapiro
- Indiana Hemophilia and Thrombosis Center, Indianapolis
| | - Douglas E Vaughan
- Feinberg Cardiovascular Research Institute, Northwestern University Feinberg School of Medicine, Chicago, Illinois
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Abstract
For years, magnetic resonance angiography (MRA) has been a leading imaging modality in the assessment of venous disease involving the pelvis and lower extremities. Current advancement in noncontrast MRA techniques enables imaging of a larger subset of patients previously excluded due to allergy or renal insufficiency, allowing for preintervention assessment and planning. In this article, the current status of MR venography, with a focus on current advancements, will be presented. Protocols and parameters for MR venographic imaging of the pelvis and lower extremities, including contrast and noncontrast enhanced techniques, will be reviewed based on a recent literature review of applied MR venographic techniques. Finally, several disease-specific entities, including pelvic congestion and compression syndromes, will be discussed with a focus on imaging parameters that may best characterize these disease processes and optimize anatomical planning prior to intervention.
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Affiliation(s)
- Pamela Lombardi
- Department of Radiology, Northwestern University, Chicago, Illinois
| | - James C Carr
- Department of Radiology, Northwestern University, Chicago, Illinois
| | - Bradley D Allen
- Department of Radiology, Northwestern University, Chicago, Illinois
| | - Robert R Edelman
- Department of Radiology, NorthShore University HealthSystem, Chicago, Illinois
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Vullaganti S, Levine J, Raiker N, Syed AA, Collins JD, Carr JC, Bonow RO, Choudhury L. Fibrosis in Hypertrophic Cardiomyopathy Patients With and Without Sarcomere Gene Mutations. Heart Lung Circ 2021; 30:1496-1501. [PMID: 34023176 DOI: 10.1016/j.hlc.2021.04.008] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/29/2020] [Revised: 03/14/2021] [Accepted: 04/15/2021] [Indexed: 10/21/2022]
Abstract
BACKGROUND Patients with hypertrophic cardiomyopathy (HCM) and an identified sarcomere mutation have worse outcomes than those without though the underlying mechanism is incompletely understood. The presence of replacement fibrosis measured by late gadolinium enhancement (LGE) and diffuse fibrosis measured by extracellular volume (ECV) using cardiac magnetic resonance imaging (CMR) are associated with ventricular arrhythmias and cardiac mortality. We aimed to associate these two forms of fibrosis with identified sarcomere mutations. METHODS AND RESULTS Three hundred and thirty-six (336) patients with HCM underwent CMR at a single quaternary referral centre between January 2012 and February 2017. Genetic testing was performed in 73 of these patients, yielding an identified sarcomeric mutation in 29 (G+), no mutation in 39 (G-), and a variant of unknown significance (VUS) in five. LGE was more prevalent in G+ compared to G- patients (86 vs. 56%, OR 4.3, p=0.01) and was more extensive (7.5±5.5% of left ventricular [LV] mass vs. 3.0±3.0%, p<0.001). Global ECV from myocardial segments excluding LGE was similar among both groups (26.9±2.9 vs. 25.6±2.8%, p=0.46). However, in G+ patients ECV was greater in the hypertrophied regions of the basal anteroseptum (30.2±7.0 vs. 26.8±3.6%, p=0.004) and basal inferoseptum (28.1±4.3 vs. 26.2±2.9%, p=0.005). CONCLUSIONS Genotyped HCM patients with an identified sarcomere mutation have greater LGE and greater regional, but not global, ECV than HCM patients without an identified mutation. This difference in fibrosis may contribute to worse outcomes in patients with an identified HCM mutation.
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Affiliation(s)
- Sirish Vullaganti
- Division of Cardiology, Bluhm Cardiovascular Institute, Northwestern University Feinberg School of Medicine, Chicago, IL, USA.
| | - Jonathan Levine
- Department of Radiology, Northwestern University Feinberg School of Medicine, Chicago, IL, USA
| | - Nisha Raiker
- Department of Medicine, Northwestern University Feinberg School of Medicine, Chicago, IL, USA
| | - Amer Ahmed Syed
- Department of Radiology, Northwestern University Feinberg School of Medicine, Chicago, IL, USA
| | | | - James C Carr
- Department of Radiology, Northwestern University Feinberg School of Medicine, Chicago, IL, USA
| | - Robert O Bonow
- Division of Cardiology, Bluhm Cardiovascular Institute, Northwestern University Feinberg School of Medicine, Chicago, IL, USA
| | - Lubna Choudhury
- Division of Cardiology, Bluhm Cardiovascular Institute, Northwestern University Feinberg School of Medicine, Chicago, IL, USA
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30
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Rahsepar AA, Bluemke DA, Habibi M, Liu K, Kawel-Boehm N, Ambale-Venkatesh B, Fernandes VRS, Rosen BD, Lima JAC, Carr JC. Association of Pro-B-Type Natriuretic Peptide With Cardiac Magnetic Resonance-Measured Global and Regional Cardiac Function and Structure Over 10 Years: The MESA Study. J Am Heart Assoc 2021; 10:e019243. [PMID: 33821688 PMCID: PMC8174164 DOI: 10.1161/jaha.120.019243] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/15/2022]
Abstract
Background NT‐proBNP (N‐terminal pro‐B‐type natriuretic peptide) is widely used to diagnose and manage patients with heart failure. We aimed to investigate associations between NT‐proBNP levels and development of global and regional myocardial impairment, dyssynchrony, and risk of developing myocardial scar over time. Methods and Results We included 2416 adults (45–84 years) without baseline clinical cardiovascular disease from MESA (Multi‐Ethnic Study of Atherosclerosis). NT‐proBNP was assessed at baseline (2000–2002). Cardiac magnetic resonance–measured left ventricular parameters were assessed at baseline and year 10 (2010–2012). Tagged cardiac magnetic resonance and myocardial dyssynchrony were assessed. We used linear and logistic regression models to study the relationships between quartiles of NT‐proBNP levels and outcome variables. Left ventricular parameters decreased over time. After 10‐year follow‐up and adjusting for cardiovascular disease risk factors, people in the highest quartile had significantly greater decline in left ventricular ejection fraction (−1.60%; 95% CI, −2.26 to −0.94; P<0.01) and smaller decline in left ventricular end systolic volume index (−0.47 mL/m2; 95% CI, −1.18 to 0.23; P<0.01) compared with those in the lowest quartile. Individuals in the highest quartile had more severe risk factor adjusted global, mid, and apical regional dyssynchrony compared with those in the lowest, second, and third quartiles (all P‐trend<0.05). Compared with the lowest‐quartile group, the adjusted odds ratios for having myocardial scar was 1.3 (95% CI, 0.7–2.2) for quartile 2; 1.2 (95% CI, 0.6–2.3) for quartile 3; and 2.7 (95% CI, 1.4–5.5) for quartile 4 (P‐trend=0.012) for the total sample. Conclusions Among participants without baseline clinical cardiovascular disease, higher baseline NT‐proBNP concentration was significantly associated with subclinical changes in developing myocardial dysfunction, more severe cardiac dyssynchrony, and higher odds of having myocardial scar over a 10‐year period independent of traditional cardiovascular disease risk factors.
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Affiliation(s)
- Amir Ali Rahsepar
- Department of Radiology Feinberg School of Medicine Northwestern University Chicago IL.,Department of Radiology Yale New-Haven HealthBridgeport Hospital Bridgeport CT
| | - David A Bluemke
- Department of Radiology University of Wisconsin, School of Medicine and Public Health Madison WI
| | | | - Kiang Liu
- Department of Preventive Medicine Feinberg School of Medicine Northwestern University Chicago IL
| | - Nadine Kawel-Boehm
- Department of Radiology Kantonsspital Graubuenden Chur Switzerland.,Institute for Diagnostic Interventional and Pediatric Radiology (DIPR) Inselspital Bern University HospitalUniversity of Bern Switzerland
| | | | | | - Boaz D Rosen
- Department of Cardiology Johns Hopkins University Baltimore MD
| | - Joao A C Lima
- Department of Cardiology Johns Hopkins University Baltimore MD
| | - James C Carr
- Department of Radiology Feinberg School of Medicine Northwestern University Chicago IL
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31
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Fan L, Allen BD, Culver AE, Hsu LY, Hong K, Benefield BC, Carr JC, Lee DC, Kim D. A theoretical framework for retrospective T 2 ∗ correction to the arterial input function in quantitative myocardial perfusion MRI. Magn Reson Med 2021; 86:1137-1144. [PMID: 33759238 DOI: 10.1002/mrm.28760] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/29/2020] [Revised: 02/10/2021] [Accepted: 02/12/2021] [Indexed: 12/22/2022]
Abstract
PURPOSE To develop and evaluate a flexible, Bloch-equation based framework for retrospective T 2 ∗ correction to the arterial input function (AIF) obtained with quantitative cardiac perfusion pulse sequences. METHODS Our framework initially calculates the gadolinium concentration [Gd] based on T1 measurements alone. Next, T 2 ∗ is estimated from this initial calculation of [Gd] while assuming fast water exchange and using the literature native T2 and static magnetic field variation (ΔB0 ) values. Finally, the [Gd] is recalculated after performing T 2 ∗ correction to the Bloch equation signal model. Using this approach, we performed T 2 ∗ correction to historical phantom and in vivo, dual-imaging perfusion data sets from 3 different patient groups obtained using different pulse sequences and imaging parameters. Images were processed to quantify both the AIF and resting myocardial blood flow (MBF). We also performed a sensitivity analysis of our T 2 ∗ correction to ±20% variations in native T2 and ΔB0 . RESULTS Compared with the ground truth [Gd] of phantom, the normalized root-means-square-error (NRMSE) in measured [Gd] was 5.1%, 1.3%, and 0.6% for uncorrected, our corrected, and Kellman's corrected, respectively. For in vivo data, both the peak AIF (7.0 ± 3.0 mM vs. 8.6 ± 7.1 mM, 7.2 ± 0.9 mM vs. 8.6 ± 1.7 mM, 7.7 ± 1.8 mM vs. 10.3 ± 5.1 mM, P < .001) and resting MBF (1.3 ± 0.1 mL/g/min vs. 1.1 ± 0.1 mL/g/min, 1.3 ± 0.1 mL/g/min vs. 1.1 ± 0.1 mL/g/min, 1.2 ± 0.1 mL/g/min vs. 0.9 ± 0.1 mL/g/min, P < .001) values were significantly different between uncorrected and corrected for all 3 patient groups. Both the peak AIF and resting MBF values varied by <5% over the said variations in native T2 and ΔB0 . CONCLUSION Our theoretical framework enables retrospective T 2 ∗ correction to the AIF obtained with dual-imaging, cardiac perfusion pulse sequences.
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Affiliation(s)
- Lexiaozi Fan
- Department of Radiology, Northwestern University Feinberg School of Medicine, Chicago, Illinois, USA.,Department of Biomedical Engineering, Northwestern University, Evanston, Illinois, USA
| | - Bradley D Allen
- Department of Radiology, Northwestern University Feinberg School of Medicine, Chicago, Illinois, USA
| | - Austin E Culver
- Division of Cardiology, Internal Medicine, Northwestern University Feinberg School of Medicine, Chicago, Illinois, USA
| | - Li-Yueh Hsu
- Department of Radiology and Imaging Sciences, National Institutes of Health, Bethesda, Maryland, USA
| | - Kyungpyo Hong
- Department of Radiology, Northwestern University Feinberg School of Medicine, Chicago, Illinois, USA
| | - Brandon C Benefield
- Division of Cardiology, Internal Medicine, Northwestern University Feinberg School of Medicine, Chicago, Illinois, USA
| | - James C Carr
- Department of Radiology, Northwestern University Feinberg School of Medicine, Chicago, Illinois, USA
| | - Daniel C Lee
- Division of Cardiology, Internal Medicine, Northwestern University Feinberg School of Medicine, Chicago, Illinois, USA
| | - Daniel Kim
- Department of Radiology, Northwestern University Feinberg School of Medicine, Chicago, Illinois, USA.,Department of Biomedical Engineering, Northwestern University, Evanston, Illinois, USA
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Lin K, Sarnari R, Pathrose A, Gordon D, Blaisdell J, Markl M, Carr JC. Cine MRI detects elevated left heart pressure in pulmonary hypertension. J Magn Reson Imaging 2021; 54:275-283. [PMID: 33421234 DOI: 10.1002/jmri.27504] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/11/2020] [Revised: 12/22/2020] [Accepted: 12/24/2020] [Indexed: 12/25/2022] Open
Abstract
Cine magnetic resonance imaging (MRI) is an emerging modality for evaluating left ventricular (LV) motion/deformation patterns, which may have potential to identify LV dysfunctions underlying postcapillary pulmonary hypertension (PH). The aim of this study was to test the hypothesis that cine MRI-derived LV motion/deformation indices can be used to identify an elevated left heart pressure in PH. This was a retrospective study, which included 26 precapillary and 28 postcapillary PH patients (23 males, 58.9 ± 13.5 years old). All patients underwent right heart catheterization (the "reference standard") and cardiac MRI. Balanced steady-state free precession cine sequence acquired at 1.5 T was used. Cine MRI datasets were analyzed by using heart deformation analysis. LV motion/deformation indices were measured through 25 phases within a cardiac cycle. Peak LV displacement, velocity, strain, and strain rates at systole, early and late diastole were compared between the two patient groups using t-tests. The Pearson correlation coefficient (r) was used to investigate the association between cine MRI-derived indices and pulmonary capillary wedge pressure (PCWP). Multivariable linear and logistic regression models were applied to assess the ability of MRI-derived parameters to predict PCWP and postcapillary PH. Compared to 26 precapillary PH patients, the 28 postcapillary PH patients had lower peak late radial diastolic displacement (0.43 ± 0.19 cm vs. 0.64 ± 0.18 cm) and velocity (12.2 ± 5.8 mm/s vs. 18.9 ± 5.6 mm/s) and peak late radial (52.1 ± 32.7%/s vs. 97.1 ± 38%/s) and circumferential (38 ± 19.8%/s vs. 63.1 ± 22.9%/s) strain rates. PCWP was correlated with peak late radial diastolic displacement (r = -0.54) and velocity (r = -0.57) and peak late radial (r = -0.63) and circumferential diastolic (r = -0.63) strain rates. Peak late radial strain rate could predict PCWP (β = -0.09) and postcapillary PH (β = -0.036). All p < 0.05. Cine MRI-derived LV late diastolic motion/deformation properties can be used to estimate elevated left heart pressure in PH. LEVEL OF EVIDENCE: 3 TECHNICAL EFFICACY STAGE: 1.
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Affiliation(s)
- Kai Lin
- Department of Radiology, Northwestern University, Chicago, Illinois, USA
| | - Roberto Sarnari
- Department of Radiology, Northwestern University, Chicago, Illinois, USA
| | - Ashitha Pathrose
- Department of Radiology, Northwestern University, Chicago, Illinois, USA
| | - Daniel Gordon
- Department of Radiology, Northwestern University, Chicago, Illinois, USA
| | - Julie Blaisdell
- Department of Radiology, Northwestern University, Chicago, Illinois, USA
| | - Michael Markl
- Department of Radiology, Northwestern University, Chicago, Illinois, USA
| | - James C Carr
- Department of Radiology, Northwestern University, Chicago, Illinois, USA
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Carr JC. Editorial for: "Biventricular Reference Values by Body Surface Area, Age, and Gender in a Large Cohort of Well-Treated Beta-Thalassemia Major Patients Without Heart Damage Using a Multiparametric CMR Approach". J Magn Reson Imaging 2020; 53:71-72. [PMID: 33155744 DOI: 10.1002/jmri.27402] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/02/2020] [Revised: 10/02/2020] [Accepted: 10/02/2020] [Indexed: 11/08/2022] Open
Affiliation(s)
- James C Carr
- Drs. Frederick John Bradd and William Kennedy Memorial Professor of Radiology, Professor of Radiology, Medicine & Biomedical Engineering, Department of Radiology, Northwestern University Feinberg School of Medicine, Northwestern Medicine, Chicago, Illinois, USA
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Ma LE, Yerly J, Piccini D, Di Sopra L, Roy CW, Carr JC, Rigsby CK, Kim D, Stuber M, Markl M. 5D Flow MRI: A Fully Self-gated, Free-running Framework for Cardiac and Respiratory Motion-resolved 3D Hemodynamics. Radiol Cardiothorac Imaging 2020; 2:e200219. [PMID: 33385164 PMCID: PMC7755133 DOI: 10.1148/ryct.2020200219] [Citation(s) in RCA: 17] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/15/2020] [Revised: 08/19/2020] [Accepted: 08/20/2020] [Indexed: 02/07/2023]
Abstract
PURPOSE To implement, validate, and apply a self-gated free-running whole-heart five-dimensional (5D) flow MRI framework to evaluate respiration-driven effects on three-dimensional (3D) hemodynamics in a clinical setting. MATERIALS AND METHODS In this prospective study, a free-running five-dimensional (5D) flow sequence was implemented with 3D radial sampling, self-gating, and a compressed-sensing reconstruction. The 5D flow was evaluated in a pulsatile phantom and adult participants with aortic and/or valvular disease who were enrolled between May and August 2019. Conventional twofold-accelerated four-dimensional (4D) flow of the thoracic aorta with navigator gating was performed as a reference comparison. Continuous parameters were evaluated for parameter normality and were compared between conventional 4D flow and 5D flow using a signed-rank or two-tailed paired t test. Differences between respiratory states were evaluated using a repeated-measure analysis of variance or a nonparametric Friedman test. RESULTS A total of 20 adult participants (mean age, 49 years ± 17 [standard deviation]; 18 men and two women) were included. In vitro 5D flow results showed excellent agreement with conventional 4D flow-derived values (peak and net flow, <7% difference over all quantified planes). Whole-heart 5D flow data were collected in all participants in 7.65 minutes ± 0.35 (acceleration rate = 36.0-76.9) versus 9.88 minutes ± 3.17 for conventional aortic 4D flow. In vivo, 5D flow demonstrated moderate agreement with conventional 4D flow but demonstrated overestimation in net flow and peak velocity (up to 26% and 12%, respectively) in the ascending aorta and underestimation (<12%) in the arch and descending aorta. Respiratory-resolved analyses of caval veins showed significantly increased net and peak flow in the inferior vena cava in end inspiration compared with end expiration, and the opposite trend was shown in the superior vena cava. CONCLUSION A free-running 5D flow MRI framework consistently captured cardiac and respiratory motion-resolved 3D hemodynamics in less than 8 minutes. Supplemental material is available for this article. © RSNA, 2020.
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Affiliation(s)
- Liliana E. Ma
- From the Departments of Radiology, Feinberg School of Medicine (L.E.M., J.C.C., C.K.R., D.K., M.M.) and Biomedical Engineering (L.E.M., J.C.C., D.K., M.M.), Northwestern University, 737 N Michigan Ave, Suite 1600, Chicago, IL 60611; Department of Diagnostic and Interventional Radiology, Lausanne University Hospital and University of Lausanne, Lausanne, Switzerland (J.Y., D.P., L.D.S., C.W.R., M.S.); Center for Biomedical Imaging, Lausanne, Switzerland (J.Y., M.S.); Department of Advanced Clinical Imaging Technology, Siemens Healthineers, Lausanne, Switzerland (D.P.); and Department of Medical Imaging, Ann and Robert H. Lurie Children’s Hospital of Chicago, Chicago, Ill (C.K.R.)
| | - Jérôme Yerly
- From the Departments of Radiology, Feinberg School of Medicine (L.E.M., J.C.C., C.K.R., D.K., M.M.) and Biomedical Engineering (L.E.M., J.C.C., D.K., M.M.), Northwestern University, 737 N Michigan Ave, Suite 1600, Chicago, IL 60611; Department of Diagnostic and Interventional Radiology, Lausanne University Hospital and University of Lausanne, Lausanne, Switzerland (J.Y., D.P., L.D.S., C.W.R., M.S.); Center for Biomedical Imaging, Lausanne, Switzerland (J.Y., M.S.); Department of Advanced Clinical Imaging Technology, Siemens Healthineers, Lausanne, Switzerland (D.P.); and Department of Medical Imaging, Ann and Robert H. Lurie Children’s Hospital of Chicago, Chicago, Ill (C.K.R.)
| | - Davide Piccini
- From the Departments of Radiology, Feinberg School of Medicine (L.E.M., J.C.C., C.K.R., D.K., M.M.) and Biomedical Engineering (L.E.M., J.C.C., D.K., M.M.), Northwestern University, 737 N Michigan Ave, Suite 1600, Chicago, IL 60611; Department of Diagnostic and Interventional Radiology, Lausanne University Hospital and University of Lausanne, Lausanne, Switzerland (J.Y., D.P., L.D.S., C.W.R., M.S.); Center for Biomedical Imaging, Lausanne, Switzerland (J.Y., M.S.); Department of Advanced Clinical Imaging Technology, Siemens Healthineers, Lausanne, Switzerland (D.P.); and Department of Medical Imaging, Ann and Robert H. Lurie Children’s Hospital of Chicago, Chicago, Ill (C.K.R.)
| | - Lorenzo Di Sopra
- From the Departments of Radiology, Feinberg School of Medicine (L.E.M., J.C.C., C.K.R., D.K., M.M.) and Biomedical Engineering (L.E.M., J.C.C., D.K., M.M.), Northwestern University, 737 N Michigan Ave, Suite 1600, Chicago, IL 60611; Department of Diagnostic and Interventional Radiology, Lausanne University Hospital and University of Lausanne, Lausanne, Switzerland (J.Y., D.P., L.D.S., C.W.R., M.S.); Center for Biomedical Imaging, Lausanne, Switzerland (J.Y., M.S.); Department of Advanced Clinical Imaging Technology, Siemens Healthineers, Lausanne, Switzerland (D.P.); and Department of Medical Imaging, Ann and Robert H. Lurie Children’s Hospital of Chicago, Chicago, Ill (C.K.R.)
| | - Christopher W. Roy
- From the Departments of Radiology, Feinberg School of Medicine (L.E.M., J.C.C., C.K.R., D.K., M.M.) and Biomedical Engineering (L.E.M., J.C.C., D.K., M.M.), Northwestern University, 737 N Michigan Ave, Suite 1600, Chicago, IL 60611; Department of Diagnostic and Interventional Radiology, Lausanne University Hospital and University of Lausanne, Lausanne, Switzerland (J.Y., D.P., L.D.S., C.W.R., M.S.); Center for Biomedical Imaging, Lausanne, Switzerland (J.Y., M.S.); Department of Advanced Clinical Imaging Technology, Siemens Healthineers, Lausanne, Switzerland (D.P.); and Department of Medical Imaging, Ann and Robert H. Lurie Children’s Hospital of Chicago, Chicago, Ill (C.K.R.)
| | - James C. Carr
- From the Departments of Radiology, Feinberg School of Medicine (L.E.M., J.C.C., C.K.R., D.K., M.M.) and Biomedical Engineering (L.E.M., J.C.C., D.K., M.M.), Northwestern University, 737 N Michigan Ave, Suite 1600, Chicago, IL 60611; Department of Diagnostic and Interventional Radiology, Lausanne University Hospital and University of Lausanne, Lausanne, Switzerland (J.Y., D.P., L.D.S., C.W.R., M.S.); Center for Biomedical Imaging, Lausanne, Switzerland (J.Y., M.S.); Department of Advanced Clinical Imaging Technology, Siemens Healthineers, Lausanne, Switzerland (D.P.); and Department of Medical Imaging, Ann and Robert H. Lurie Children’s Hospital of Chicago, Chicago, Ill (C.K.R.)
| | - Cynthia K. Rigsby
- From the Departments of Radiology, Feinberg School of Medicine (L.E.M., J.C.C., C.K.R., D.K., M.M.) and Biomedical Engineering (L.E.M., J.C.C., D.K., M.M.), Northwestern University, 737 N Michigan Ave, Suite 1600, Chicago, IL 60611; Department of Diagnostic and Interventional Radiology, Lausanne University Hospital and University of Lausanne, Lausanne, Switzerland (J.Y., D.P., L.D.S., C.W.R., M.S.); Center for Biomedical Imaging, Lausanne, Switzerland (J.Y., M.S.); Department of Advanced Clinical Imaging Technology, Siemens Healthineers, Lausanne, Switzerland (D.P.); and Department of Medical Imaging, Ann and Robert H. Lurie Children’s Hospital of Chicago, Chicago, Ill (C.K.R.)
| | - Daniel Kim
- From the Departments of Radiology, Feinberg School of Medicine (L.E.M., J.C.C., C.K.R., D.K., M.M.) and Biomedical Engineering (L.E.M., J.C.C., D.K., M.M.), Northwestern University, 737 N Michigan Ave, Suite 1600, Chicago, IL 60611; Department of Diagnostic and Interventional Radiology, Lausanne University Hospital and University of Lausanne, Lausanne, Switzerland (J.Y., D.P., L.D.S., C.W.R., M.S.); Center for Biomedical Imaging, Lausanne, Switzerland (J.Y., M.S.); Department of Advanced Clinical Imaging Technology, Siemens Healthineers, Lausanne, Switzerland (D.P.); and Department of Medical Imaging, Ann and Robert H. Lurie Children’s Hospital of Chicago, Chicago, Ill (C.K.R.)
| | - Matthias Stuber
- From the Departments of Radiology, Feinberg School of Medicine (L.E.M., J.C.C., C.K.R., D.K., M.M.) and Biomedical Engineering (L.E.M., J.C.C., D.K., M.M.), Northwestern University, 737 N Michigan Ave, Suite 1600, Chicago, IL 60611; Department of Diagnostic and Interventional Radiology, Lausanne University Hospital and University of Lausanne, Lausanne, Switzerland (J.Y., D.P., L.D.S., C.W.R., M.S.); Center for Biomedical Imaging, Lausanne, Switzerland (J.Y., M.S.); Department of Advanced Clinical Imaging Technology, Siemens Healthineers, Lausanne, Switzerland (D.P.); and Department of Medical Imaging, Ann and Robert H. Lurie Children’s Hospital of Chicago, Chicago, Ill (C.K.R.)
| | - Michael Markl
- From the Departments of Radiology, Feinberg School of Medicine (L.E.M., J.C.C., C.K.R., D.K., M.M.) and Biomedical Engineering (L.E.M., J.C.C., D.K., M.M.), Northwestern University, 737 N Michigan Ave, Suite 1600, Chicago, IL 60611; Department of Diagnostic and Interventional Radiology, Lausanne University Hospital and University of Lausanne, Lausanne, Switzerland (J.Y., D.P., L.D.S., C.W.R., M.S.); Center for Biomedical Imaging, Lausanne, Switzerland (J.Y., M.S.); Department of Advanced Clinical Imaging Technology, Siemens Healthineers, Lausanne, Switzerland (D.P.); and Department of Medical Imaging, Ann and Robert H. Lurie Children’s Hospital of Chicago, Chicago, Ill (C.K.R.)
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Lin K, Ma H, Sarnari R, Li D, Lloyd-Jones DM, Markl M, Carr JC. Cardiac MRI Reveals Late Diastolic Changes in Left Ventricular Relaxation Patterns During Healthy Aging. J Magn Reson Imaging 2020; 53:766-774. [PMID: 33006438 DOI: 10.1002/jmri.27382] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/04/2020] [Revised: 09/14/2020] [Accepted: 09/18/2020] [Indexed: 01/03/2023] Open
Abstract
BACKGROUND Cardiac MRI is an emerging modality for evaluating left ventricular (LV) diastolic dysfunction (LVDD), a pathological condition that is prevalent in aging populations. However, there is a lack of reports of MRI-derived LV diastolic properties in late diastole. PURPOSE To test the hypothesis that cine MRI-derived motion/deformation indices can be used to characterize age-related changes on LV relaxation patterns in late diastole. STUDY TYPE Retrospective. POPULATION In all, 412 participants (72.5 ± 4.6 years old, range 65-84) without a documented history of cardiovascular diseases. FIELD STRENGTH/SEQUENCE Balanced steady-state free precession(bSSFP) acquired at 1.5T. ASSESSMENT Participants were divided into younger (65-74 years old, n = 275) and older (75-84 years old, n = 137) groups. Status of diabetes mellitus (DM), hypertension (HTN), and lipid disorders were recorded for each participant. Cine MRI datasets were analyzed by using heart deformation analysis (HDA). LV motion/deformation indices (displacement, velocity, strain, and strain rate) were measured through 22 phases within a cardiac cycle. STATISTICAL TESTS The prevalence of traditional cardiovascular risk conditions, LV ejection fraction (LVEF), peak LV regional displacement, velocity, and strain rates at early and late diastole were compared between two participant groups using chi-square tests or t-tests. RESULTS Older participants had a significantly lower peak early radial displacement (0.797 ± 0.249 cm vs. 0.876 ± 0.286 cm), radial velocity (19.3 ± 6.3 mm/s vs. 17.5 ± 5.2 mm/s), and circumferential strain rate (64.6 ± 15.7%/s vs. 70.1 ± 17%/s) but a higher peak late circumferential strain rate (69.8 ± 16.3 %/s vs. 66 ± 15.8 %/s) than their younger counterparts. DATA CONCLUSION Cine MRI can be used to characterize age-related LV relaxation patterns in late diastole. LEVEL OF EVIDENCE 3. TECHNICAL EFFICACY STAGE 1.
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Affiliation(s)
- Kai Lin
- Department of Radiology, Northwestern University, Chicago, Illinois, USA
| | - Heng Ma
- Department of Radiology, Yuhuangding Hospital, Yantai, China
| | - Roberto Sarnari
- Department of Radiology, Northwestern University, Chicago, Illinois, USA
| | - Debiao Li
- Biomedical Imaging Research Institute, Cedars-Sinai Medical center, Los Angeles, California, USA
| | - Donald M Lloyd-Jones
- Department of preventive medicine, Northwestern University, Chicago, Illinois, USA
| | - Michael Markl
- Department of Radiology, Northwestern University, Chicago, Illinois, USA
| | - James C Carr
- Department of Radiology, Northwestern University, Chicago, Illinois, USA
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Levine J, Collins JD, Ogele E, Murtagh G, Carr JC, Bonow RO, Choudhury L. Relation of Late Gadolinium Enhancement and Extracellular Volume Fraction to Ventricular Arrhythmias in Hypertrophic Cardiomyopathy. Am J Cardiol 2020; 131:104-108. [PMID: 32718552 DOI: 10.1016/j.amjcard.2020.06.040] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/02/2020] [Revised: 06/08/2020] [Accepted: 06/16/2020] [Indexed: 12/29/2022]
Abstract
Hypertrophic cardiomyopathy (HC) represents a major cause of sudden cardiac death in young adults. Late gadolinium enhancement (LGE) and extracellular volume (ECV) by T1 mapping are cardiac magnetic resonance (CMR) techniques to quantify fibrosis in HC. The relationships of LGE and ECV with ventricular arrhythmia, left ventricular (LV) diastolic function, and risk factors for sudden cardiac death (SCD) in HC are unclear. We studied 103 HC patients (mean age 51 ± 14, 42% women) who underwent CMR from 2012 to 2014. Global LGE and mean ECV were evaluated in relation to history of nonsustained ventricular tachycardia (NSVT), diastolic function by echocardiography, and SCD risk factors. LGE was present in 71 (69%) subjects. Wide variation was demonstrated in LGE (0.5% to 45.9%) and mean ECV (17.6% to 47.4%). Prevalence of NSVT increased continuously with LGE and was greater in subjects with ECV above the study population mean (27%). Increased LGE was associated with LV diastolic dysfunction and LV wall thickness. In conclusion, while ECV appears to have a threshold (27%) above which it is associated with NSVT, LGE demonstrates a more robust relationship with NSVT and measures of diastolic dysfunction.
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Naresh NK, Misener S, Zhang Z, Yang C, Ruh A, Bertolino N, Epstein FH, Collins JD, Markl M, Procissi D, Carr JC, Allen BA. Cardiac MRI Myocardial Functional and Tissue Characterization Detects Early Cardiac Dysfunction in a Mouse Model of Chemotherapy-Induced Cardiotoxicity. NMR Biomed 2020; 33:e4327. [PMID: 32567177 DOI: 10.1002/nbm.4327] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/10/2020] [Revised: 04/14/2020] [Accepted: 05/06/2020] [Indexed: 06/11/2023]
Abstract
BACKGROUND Doxorubicin and doxorubicin-trastuzumab combination chemotherapy have been associated with cardiotoxicity that eventually leads to heart failure and may limit dose-effective cancer treatment. Current diagnostic strategies rely on decreased ejection fraction (EF) to diagnose cardiotoxicity. PURPOSE The aim of this study is to explore the potential of cardiac MR (CMR) imaging to identify imaging biomarkers in a mouse model of chemotherapy-induced cardiotoxicity. METHODS A cumulative dose of 25 mg/kg doxorubicin was administered over three weeks using subcutaneous pellets (n = 9, Dox). Another group (n = 9) received same dose of Dox and a total of 10 mg/kg trastuzumab (DT). Mice were imaged at baseline, 5/6 weeks and 10 weeks post-treatment on a 7T MRI system. The protocol included short-axis cine MRI covering the left ventricle (LV) and mid-ventricular short-axis tissue phase mapping (TPM), pre- and post-contrast T1 mapping, T2 mapping and Displacement Encoding with Stimulated Echoes (DENSE) strain encoded MRI. EF, peak myocardial velocities, native T1, T2, extracellular volume (ECV), and myocardial strain were quantified. N = 7 mice were sacrificed for histopathologic assessment of apoptosis at 5/6 weeks. RESULTS Global peak systolic longitudinal velocity was reduced at 5/6 weeks in Dox (0.6 ± 0.3 vs 0.9 ± 0.3, p = 0.02). In the Dox group, native T1 was reduced at 5/6 weeks (1.3 ± 0.2 ms vs 1.6 ± 0.2 ms, p = 0.02), and relatively normalized at week 10 (1.4 ± 0.1 ms vs 1.6 ± 0.2 ms, p > 0.99). There was no change in EF and other MRI parameters and histopathologic results demonstrated minimal apoptosis in all mice (~1-2 apoptotic cell/high power field), suggesting early-stage cardiotoxicity. CONCLUSIONS In a mouse model of chemotherapy-induced cardiotoxicity using doxorubicin and trastuzumab, advanced CMR shows promise in identifying treatment-related decrease in myocardial velocity and native T1 prior to the onset of cardiomyocyte apoptosis and reduction of EF.
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Affiliation(s)
- Nivedita K Naresh
- Department of Radiology, Northwestern University, 737 N. Michigan Ave, Chicago, IL, USA
| | - Sol Misener
- Department of Radiology, Northwestern University, 737 N. Michigan Ave, Chicago, IL, USA
| | - Zhouli Zhang
- Department of Radiology, Northwestern University, 737 N. Michigan Ave, Chicago, IL, USA
| | - Cynthia Yang
- Department of Radiology, Northwestern University, 737 N. Michigan Ave, Chicago, IL, USA
| | - Alexander Ruh
- Department of Radiology, Northwestern University, 737 N. Michigan Ave, Chicago, IL, USA
| | - Nicola Bertolino
- Department of Radiology, Northwestern University, 737 N. Michigan Ave, Chicago, IL, USA
| | - Frederick H Epstein
- Department of Biomedical Engineering, University of Virginia, Charlottesville, VA, USA
| | - Jeremy D Collins
- Department of Radiology, Northwestern University, 737 N. Michigan Ave, Chicago, IL, USA
- Department of Radiology, Mayo Clinic, Rochester, MN, USA
| | - Michael Markl
- Department of Radiology, Northwestern University, 737 N. Michigan Ave, Chicago, IL, USA
- McCormick School of Engineering, Northwestern University, Chicago, IL, USA
| | - Daniele Procissi
- Department of Radiology, Northwestern University, 737 N. Michigan Ave, Chicago, IL, USA
| | - James C Carr
- Department of Radiology, Northwestern University, 737 N. Michigan Ave, Chicago, IL, USA
| | - Bradley A Allen
- Department of Radiology, Northwestern University, 737 N. Michigan Ave, Chicago, IL, USA
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Allen BD, Wong TC, Bucciarelli-Ducci C, Bryant J, Chen T, Dall'Armellina E, Finn JP, Fontana M, Francone M, Han Y, Hays AG, Jacob R, Lawton C, Manning WJ, Ordovas K, Parwani P, Plein S, Powell AJ, Raman SV, Salerno M, Carr JC. Society for Cardiovascular Magnetic Resonance (SCMR) guidance for re-activation of cardiovascular magnetic resonance practice after peak phase of the COVID-19 pandemic. J Cardiovasc Magn Reson 2020; 22:58. [PMID: 32772930 PMCID: PMC7415346 DOI: 10.1186/s12968-020-00654-8] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/11/2020] [Accepted: 07/12/2020] [Indexed: 12/23/2022] Open
Abstract
During the peak phase of the COVID-19 pandemic, alterations of standard operating procedures were necessary for health systems to protect patients and healthcare workers and ensure access to vital hospital resources. As the peak phase passes, re-activation plans are required to safely manage increasing clinical volumes. In the context of cardiovascular magnetic resonance (CMR), re-activation objectives include continued performance of urgent CMR studies and resumption of CMR in patients with semi-urgent and elective indications in an environment that is safe for both patients and health care workers.
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Affiliation(s)
- Bradley D Allen
- Department of Radiology, Northwestern University Feinberg School of Medicine, Chicago, IL, USA.
| | - Timothy C Wong
- Department of Medicine (Cardiology), University of Pittsburgh School of Medicine, Pittsburgh, PA, USA
| | - Chiara Bucciarelli-Ducci
- Bristol Heart Institute, Bristol NIHR Biomedical Research Centre, University Hospitals Bristol and University of Bristol, Bristol, UK
| | - Jennifer Bryant
- National Heart Research Institute Singapore, National Heart Center Singapore, 5 Hospital Drive, Singapore, Singapore
| | - Tiffany Chen
- Cardiovascular Division, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - Erica Dall'Armellina
- Leeds Institute of Cardiovascular and Metabolic Medicine, Department of Biomedical Imaging Sciences, University of Leeds, Leeds, UK
| | - J Paul Finn
- Departments of Radiology and Medicine, UCLA, Los Angeles, California, USA
| | | | - Marco Francone
- Department of Radiological, Oncological and Pathological Sciences, Sapienza University of Rome, Rome, Italy
| | - Yuchi Han
- Departments of Medicine (Cardiovascular Division) and Radiology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - Allison G Hays
- Department of Medicine, Johns Hopkins University, Baltimore, MD, USA
| | - Ron Jacob
- The Heart and Vascular Institute, Lancaster General Health/PENN Medicine, Lancaster, PA, USA
| | - Chris Lawton
- Bristol Heart Institute, Bristol NIHR Biomedical Research Centre, University Hospitals Bristol and University of Bristol, Bristol, UK
| | - Warren J Manning
- Departments of Medicine (Cardiovascular Division) and Radiology, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, MA, USA
| | - Karen Ordovas
- Departments of Radiology and Medicine, University of California, San Francisco, San Francisco, California, USA
| | - Purvi Parwani
- Department of Medicine (Cardiology), Loma Linda University, Loma Linda, California, USA
| | - Sven Plein
- Leeds Institute of Cardiovascular and Metabolic Medicine, Department of Biomedical Imaging Sciences, University of Leeds, Leeds, UK
| | - Andrew J Powell
- Department of Cardiology, Boston Children's Hospital, Boston, MA, USA
- Department of Pediatrics, Harvard Medical School, Boston, MA, USA
| | - Subha V Raman
- Krannert Institute of Cardiology, Indiana University School of Medicine, Indianapolis, Indiana, USA
| | - Michael Salerno
- Departments of Medicine, Radiology, and Biomedical Engineering, University of Virginia, Charlottesville, Virginia, USA
| | - James C Carr
- Department of Radiology, Northwestern University Feinberg School of Medicine, Chicago, IL, USA
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Allen BD, Zhang Z, Naresh NK, Misener S, Procissi D, Carr JC. Slow-Release Doxorubicin Pellets Generate Myocardial Cardiotoxic Changes in Mice Without Significant Systemic Toxicity. Cardiovasc Toxicol 2020; 19:482-484. [PMID: 31028602 DOI: 10.1007/s12012-019-09521-0] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Abstract
An increasing volume of pre-clinical and clinical-translational research is attempting to identify novel biomarkers for improved diagnosis and risk-stratification of chemotherapy-induced cardiotoxicity. Most published animal models have employed weekly intraperitoneal injections of doxorubicin to reach a desired cumulative dose. This approach can be associated with severe systemic toxicity which limits the animal model usefulness, particularly for advanced imaging. In the current study, slow-release subcutaneous doxorubicin pellets demonstrated histopathologic evidence of cardiotoxicity at doses similar to standard human dose-equivalents without limiting animal survival or ability to participate in advanced imaging studies. This approach may provide a more robust cardiotoxicity animal model.
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Affiliation(s)
- Bradley D Allen
- Department of Radiology, Northwestern University, 737 N. Michigan Ave, Suite 1600, Chicago, IL, 60611, USA.
| | - Zhuoli Zhang
- Department of Radiology, Northwestern University, 737 N. Michigan Ave, Suite 1600, Chicago, IL, 60611, USA
| | - Nivedita K Naresh
- Department of Radiology, Northwestern University, 737 N. Michigan Ave, Suite 1600, Chicago, IL, 60611, USA
| | - Sol Misener
- Department of Radiology, Northwestern University, 737 N. Michigan Ave, Suite 1600, Chicago, IL, 60611, USA
| | - Daniele Procissi
- Department of Radiology, Northwestern University, 737 N. Michigan Ave, Suite 1600, Chicago, IL, 60611, USA
| | - James C Carr
- Department of Radiology, Northwestern University, 737 N. Michigan Ave, Suite 1600, Chicago, IL, 60611, USA
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Fan L, Shen D, Haji-Valizadeh H, Naresh NK, Carr JC, Freed BH, Lee DC, Kim D. Rapid dealiasing of undersampled, non-Cartesian cardiac perfusion images using U-net. NMR Biomed 2020; 33:e4239. [PMID: 31943431 PMCID: PMC7165063 DOI: 10.1002/nbm.4239] [Citation(s) in RCA: 14] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/24/2019] [Revised: 11/15/2019] [Accepted: 11/18/2019] [Indexed: 05/25/2023]
Abstract
Compressed sensing (CS) is a promising method for accelerating cardiac perfusion MRI to achieve clinically acceptable image quality with high spatial resolution (1.6 × 1.6 × 8 mm3 ) and extensive myocardial coverage (6-8 slices per heartbeat). A major disadvantage of CS is its relatively lengthy processing time (~8 min per slice with 64 frames using a graphics processing unit), thereby making it impractical for clinical translation. The purpose of this study was to implement and test whether an image reconstruction pipeline including a neural network is capable of reconstructing 6.4-fold accelerated, non-Cartesian (radial) cardiac perfusion k-space data at least 10 times faster than CS, without significant loss in image quality. We implemented a 3D (2D + time) U-Net and trained it with 132 2D + time datasets (coil combined, zero filled as input; CS reconstruction as reference) with 64 time frames from 28 patients (8448 2D images in total). For testing, we used 56 2D + time coil-combined, zero-filled datasets (3584 2D images in total) from 12 different patients as input to our trained U-Net, and compared the resulting images with CS reconstructed images using quantitative metrics of image quality and visual scores (conspicuity of wall enhancement, noise, artifacts; each score ranging from 1 (worst) to 5 (best), with 3 defined as clinically acceptable) evaluated by readers. Including pre- and post-processing steps, compared with CS, U-Net significantly reduced the reconstruction time by 14.4-fold (32.1 ± 1.4 s for U-Net versus 461.3 ± 16.9 s for CS, p < 0.001), while maintaining high data fidelity (structural similarity index = 0.914 ± 0.023, normalized root mean square error = 1.7 ± 0.3%, identical mean edge sharpness of 1.2 mm). The median visual summed score was not significantly different (p = 0.053) between CS (14; interquartile range (IQR) = 0.5) and U-Net (12; IQR = 0.5). This study shows that the proposed pipeline with a U-Net is capable of reconstructing 6.4-fold accelerated, non-Cartesian cardiac perfusion k-space data 14.4 times faster than CS, without significant loss in data fidelity or image quality.
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Affiliation(s)
- Lexiaozi Fan
- Department of Radiology, Northwestern University Feinberg School of Medicine, Chicago, IL
- Department of Biomedical Engineering, Northwestern University, Evanston, IL
| | - Daming Shen
- Department of Radiology, Northwestern University Feinberg School of Medicine, Chicago, IL
- Department of Biomedical Engineering, Northwestern University, Evanston, IL
| | - Hassan Haji-Valizadeh
- Department of Radiology, Northwestern University Feinberg School of Medicine, Chicago, IL
- Department of Biomedical Engineering, Northwestern University, Evanston, IL
| | | | - James C. Carr
- Department of Radiology, Northwestern University Feinberg School of Medicine, Chicago, IL
| | - Benjamin H. Freed
- Division of Cardiology, Internal Medicine, Northwestern University Feinberg School of Medicine, Chicago, IL
| | - Daniel C. Lee
- Division of Cardiology, Internal Medicine, Northwestern University Feinberg School of Medicine, Chicago, IL
| | - Daniel Kim
- Department of Radiology, Northwestern University Feinberg School of Medicine, Chicago, IL
- Department of Biomedical Engineering, Northwestern University, Evanston, IL
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Gunasekaran S, Lee DC, Knight BP, Fan L, Collins JD, Chow K, Carr JC, Passman R, Kim D. Left Ventricular Extracellular Volume Expansion Is Not Associated with Atrial Fibrillation or Atrial Fibrillation-mediated Left Ventricular Systolic Dysfunction. Radiol Cardiothorac Imaging 2020; 2:e190096. [PMID: 32420547 PMCID: PMC7208181 DOI: 10.1148/ryct.2020190096] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/21/2019] [Revised: 09/26/2019] [Accepted: 10/08/2019] [Indexed: 05/02/2023]
Abstract
PURPOSE To determine whether left ventricular (LV) extracellular volume (ECV) expansion is associated with atrial fibrillation (AF) or AF-mediated LV systolic dysfunction (LVSD) while minimizing the influence of biologic and imaging methodologic confounders. MATERIALS AND METHODS This study examined the prevalence of LV ECV expansion in 137 patients with AF (mean age, 62 years ± 11 [standard deviation]; 92 male patients and 45 female patients; 83 paroxysmal and 54 persistent) who underwent preablation cardiovascular MRI. Biologic confounders were minimized by measuring the ECV fraction and excluding patients with severe LV hypertrophy, defined as wall thickness greater than 1.5 cm. Imaging confounders were minimized by using an arrhythmia-insensitive-rapid (AIR) cardiac T1 mapping pulse sequence. Other cardiac functional parameters, including LV ejection fraction (LVEF) and left atrial end-diastolic volume indexed to body surface area, were assessed using cine cardiovascular MRI. A substudy was conducted in 32 patients with no AF (mean age, 54 years ± 16) in sinus rhythm to establish control values and convert these values between the AIR sequence and literature-based modified Look-Locker inversion recovery (MOLLI) values. RESULTS The mean ECV was not significantly different (P > .05) between patients with AF with a normal LVEF (24.5% ± 2.8; n = 107), patients with AF with LVSD (24.5% ± 2.5; n = 30), and patients with no AF (24.4% ± 3.8; n = 32), but there was a significant interaction between ECV and CHA2DS2-VASc score (P = .045). Compared with the literature data obtained from healthy control patients scanned using MOLLI, 99.3% of patients with AF had ECV below the fibrosis cutoff point (32.8% when converted from MOLLI T1 mapping to AIR T1 mapping), including a subset of patients with AF (n = 28) with low CHA2DS2-VASc score (0/1 for men/women). CONCLUSION Study results suggest that an LV ECV expansion is not associated with AF or AF-mediated LVSD. Supplemental material is available for this article. © RSNA, 2020See also the commentary by Stillman in this issue.
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Pathrose A, Sarnari R, Herman C, Gordon D, Markl M, Freed B, Cuttica MJ, Carr JC. BIVENTRICULAR MYOCARDIAL FUNCTION ASSESSMENT USING TISSUE PHASE MAPPING IN PATIENTS WITH PRE-CAPILLARY PULMONARY HYPERTENSION. J Am Coll Cardiol 2020. [DOI: 10.1016/s0735-1097(20)32267-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
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Sarnari R, Pathrose A, Blake A, Abbasi M, Blaisdell J, Ghafourian K, Wilcox J, Khan S, Vorovich E, Rich J, Anderson AS, Yancy C, Carr JC, Markl M. MYOCARDIAL DYNAMICS AND RIGHT HEART PRESSURES CORRELATION AFTER HEART TRANSPLANTATION. J Am Coll Cardiol 2020. [DOI: 10.1016/s0735-1097(20)32360-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 10/24/2022]
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Abbasi M, Sarnari R, Chaikriangkrai K, Jivan A, Blaisdell J, Ghafourian K, Khan S, Wilcox J, Vorovich EE, Lee DC, Anderson AS, Rich J, Yancy CW, Carr JC, Markl M. MYOCARDIAL T2-MAPPING PREDICTS ADVERSE CARDIAC EVENTS IN HEART TRANSPLANTATION PATIENTS. J Am Coll Cardiol 2020. [DOI: 10.1016/s0735-1097(20)32200-2] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 10/24/2022]
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Pruijssen JT, Allen BD, Barker AJ, Bonow RO, Choudhury L, Carr JC, Markl M, van Ooij P. Hypertrophic Cardiomyopathy Is Associated with Altered Left Ventricular 3D Blood Flow Dynamics. Radiol Cardiothorac Imaging 2020; 2:e190038. [PMID: 33778534 DOI: 10.1148/ryct.2020190038] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/27/2019] [Revised: 08/28/2019] [Accepted: 09/16/2019] [Indexed: 11/11/2022]
Abstract
Purpose To employ four-dimensional (4D) flow MRI to investigate associations between hemodynamic parameters with systolic anterior motion (SAM), mitral regurgitation (MR), stroke volume, and cardiac mass in patients with hypertrophic cardiomyopathy (HCM). Materials and Methods A total of 13 patients with HCM (51 years ± 16 [standard deviation]; 10 men) and 11 age-matched healthy control subjects (54 years ± 15; eight men) underwent cardiac 4D flow MRI data analysis including calculation of peak systolic and diastolic control-averaged left ventricular (LV) velocity maps to quantify volumes of elevated velocity (EVV) in the left ventricle. Standard-of-care cine imaging was performed in short-axis, LV outflow tract (LVOT), and two-, three-, and four-chamber views on which the presence of SAM, presence of MR, total stroke volume, and cardiac mass were assessed. Results Systolic EVV in patients with HCM was 7 mL ± 5, which was significantly associated with elevated aortic peak velocity (R = 0.87; P < .001), decreased LVOT diameter (R = 0.68; P = .01), and increased cardiac mass (R = 0.62; P = .02). In addition, EVV differed significantly between patients with and those without SAM (10 mL ± 4.7 vs 3 mL ± 2.3; P = .03) and those with and those without MR (9.9 mL ± 4.8 vs 4.0 mL ± 3.2; P < .05). In the atrial systolic phase, peak diastolic velocity in the LV correlated with septal thickness (R = 0.66; P = .01). Conclusion Quantification and visualization of EVV in the LV is feasible and may provide further insight into the clinical manifestations of altered hemodynamics in HCM.© RSNA, 2020.
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Affiliation(s)
- Judith T Pruijssen
- Department of Biomedical Engineering and Physics (J.T.P.) and Department of Radiology & Nuclear Medicine (P.v.O.), Academic Medical Center, Amsterdam University Medical Centers, Location AMC, Meibergdreef 9, 1105 AZ Amsterdam, the Netherlands; Department of Radiology (B.D.A., J.C.C., M.M.), Department of Medicine-Cardiology (R.O.B., L.C.), and Department of Biomedical Engineering (M.M.), Northwestern University, Chicago, Ill; and Department of Radiology & Bioengineering, Children's Hospital Colorado, University of Colorado Anschutz Medical Campus, Denver, Colo (A.J.B.)
| | - Bradley D Allen
- Department of Biomedical Engineering and Physics (J.T.P.) and Department of Radiology & Nuclear Medicine (P.v.O.), Academic Medical Center, Amsterdam University Medical Centers, Location AMC, Meibergdreef 9, 1105 AZ Amsterdam, the Netherlands; Department of Radiology (B.D.A., J.C.C., M.M.), Department of Medicine-Cardiology (R.O.B., L.C.), and Department of Biomedical Engineering (M.M.), Northwestern University, Chicago, Ill; and Department of Radiology & Bioengineering, Children's Hospital Colorado, University of Colorado Anschutz Medical Campus, Denver, Colo (A.J.B.)
| | - Alex J Barker
- Department of Biomedical Engineering and Physics (J.T.P.) and Department of Radiology & Nuclear Medicine (P.v.O.), Academic Medical Center, Amsterdam University Medical Centers, Location AMC, Meibergdreef 9, 1105 AZ Amsterdam, the Netherlands; Department of Radiology (B.D.A., J.C.C., M.M.), Department of Medicine-Cardiology (R.O.B., L.C.), and Department of Biomedical Engineering (M.M.), Northwestern University, Chicago, Ill; and Department of Radiology & Bioengineering, Children's Hospital Colorado, University of Colorado Anschutz Medical Campus, Denver, Colo (A.J.B.)
| | - Robert O Bonow
- Department of Biomedical Engineering and Physics (J.T.P.) and Department of Radiology & Nuclear Medicine (P.v.O.), Academic Medical Center, Amsterdam University Medical Centers, Location AMC, Meibergdreef 9, 1105 AZ Amsterdam, the Netherlands; Department of Radiology (B.D.A., J.C.C., M.M.), Department of Medicine-Cardiology (R.O.B., L.C.), and Department of Biomedical Engineering (M.M.), Northwestern University, Chicago, Ill; and Department of Radiology & Bioengineering, Children's Hospital Colorado, University of Colorado Anschutz Medical Campus, Denver, Colo (A.J.B.)
| | - Lubna Choudhury
- Department of Biomedical Engineering and Physics (J.T.P.) and Department of Radiology & Nuclear Medicine (P.v.O.), Academic Medical Center, Amsterdam University Medical Centers, Location AMC, Meibergdreef 9, 1105 AZ Amsterdam, the Netherlands; Department of Radiology (B.D.A., J.C.C., M.M.), Department of Medicine-Cardiology (R.O.B., L.C.), and Department of Biomedical Engineering (M.M.), Northwestern University, Chicago, Ill; and Department of Radiology & Bioengineering, Children's Hospital Colorado, University of Colorado Anschutz Medical Campus, Denver, Colo (A.J.B.)
| | - James C Carr
- Department of Biomedical Engineering and Physics (J.T.P.) and Department of Radiology & Nuclear Medicine (P.v.O.), Academic Medical Center, Amsterdam University Medical Centers, Location AMC, Meibergdreef 9, 1105 AZ Amsterdam, the Netherlands; Department of Radiology (B.D.A., J.C.C., M.M.), Department of Medicine-Cardiology (R.O.B., L.C.), and Department of Biomedical Engineering (M.M.), Northwestern University, Chicago, Ill; and Department of Radiology & Bioengineering, Children's Hospital Colorado, University of Colorado Anschutz Medical Campus, Denver, Colo (A.J.B.)
| | - Michael Markl
- Department of Biomedical Engineering and Physics (J.T.P.) and Department of Radiology & Nuclear Medicine (P.v.O.), Academic Medical Center, Amsterdam University Medical Centers, Location AMC, Meibergdreef 9, 1105 AZ Amsterdam, the Netherlands; Department of Radiology (B.D.A., J.C.C., M.M.), Department of Medicine-Cardiology (R.O.B., L.C.), and Department of Biomedical Engineering (M.M.), Northwestern University, Chicago, Ill; and Department of Radiology & Bioengineering, Children's Hospital Colorado, University of Colorado Anschutz Medical Campus, Denver, Colo (A.J.B.)
| | - Pim van Ooij
- Department of Biomedical Engineering and Physics (J.T.P.) and Department of Radiology & Nuclear Medicine (P.v.O.), Academic Medical Center, Amsterdam University Medical Centers, Location AMC, Meibergdreef 9, 1105 AZ Amsterdam, the Netherlands; Department of Radiology (B.D.A., J.C.C., M.M.), Department of Medicine-Cardiology (R.O.B., L.C.), and Department of Biomedical Engineering (M.M.), Northwestern University, Chicago, Ill; and Department of Radiology & Bioengineering, Children's Hospital Colorado, University of Colorado Anschutz Medical Campus, Denver, Colo (A.J.B.)
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Sarnari R, Blake AM, Ruh A, Abbasi MA, Pathrose A, Blaisdell J, Dolan RS, Ghafourian K, Wilcox JE, Khan SS, Vorovich EE, Rich JD, Anderson AS, Yancy CW, Carr JC, Markl M. Evaluating Biventricular Myocardial Velocity and Interventricular Dyssynchrony in Adult Patients During the First Year After Heart Transplantation. J Magn Reson Imaging 2020; 52:920-929. [PMID: 32061045 DOI: 10.1002/jmri.27091] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/29/2019] [Revised: 01/28/2020] [Accepted: 01/30/2020] [Indexed: 11/09/2022] Open
Abstract
BACKGROUND Magnetic resonance tissue phase mapping (TPM) measures three-directional myocardial velocities of the left and right ventricle (LV, RV). This noninvasive technique may supplement endomyocardial biopsy (EMB) in monitoring grafts post-heart transplantation (HTx). PURPOSE To assess biventricular myocardial velocity alterations in grafts and investigate the relationship between velocities and acute cellular rejection (ACR) episodes. STUDY TYPE Prospective. SUBJECTS Twenty-seven patients within 1 year post-HTx (49 ± 13 years, 19 M) and 18 age-matched controls (49 ± 15 years, 12 M). FIELD STRENGTH/SEQUENCE 1.5T, 2D balanced steady-state free precession, and TPM. ASSESSMENT Ventricular function: end-diastolic and end-systolic volumes, stroke volumes, ejection fraction (EF), and myocardial mass. TPM velocities: peak-systolic and peak-diastolic velocities, cardiac twist, and interventricular dyssynchrony. ACR rejection episodes: International Society for Heart and Lung Transplantation grading of EMB specimens. STATISTICAL TESTS The Lilliefors test for normality, unpaired t-tests, and Wilcoxon rank-sum tests for normally and nonnormally distributed data, respectively, were used, as well as multivariate regression for confounding variables and Pearson's correlation for associations between TPM velocities and global function. RESULTS Compared to controls, HTx patients demonstrated reduced biventricular systolic longitudinal velocities (LV: 5.2 ± 2.1 vs. 4.0 ± 1.5 cm/s, P < 0.05; RV: 4.2 ± 1.3 vs. 3.1 ± 1.2 cm/s, P < 0.01). Correlation analysis revealed significant positive relationships for biventricular EF with radial peak velocities of the same ventricle in both systole and diastole (LV systole: r = 0.48, P < 0.01; LV diastole: r = 0.28, P < 0.05; RV systole: r = 0.35, P < 0.01; RV diastole: r = 0.36, P < 0.01). Segmentally, longitudinal velocities were impaired in 7/16 LV segments and 5/10 RV segments in systole and 7/10 RV segments in diastole. TPM analysis in studies with >4 preceding ACR episodes showed globally reduced RV and LV systolic radial velocity, and segmentally reduced radial and longitudinal systolic velocities. DATA CONCLUSION Biventricular global and segmental velocities were reduced in HTx patients. Patients with >4 rejection episodes showed reduced myocardial velocities. The TPM sequence may add functional information for monitoring graft dysfunction. LEVEL OF EVIDENCE 2 TECHNICAL EFFICACY STAGE: 2 J. Magn. Reson. Imaging 2020;52:920-929.
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Affiliation(s)
- Roberto Sarnari
- Department of Radiology, Cardiovascular Imaging, Northwestern University, Feinberg School of Medicine, Chicago, Illinois, USA
| | - Allison M Blake
- Department of Radiology, Cardiovascular Imaging, Northwestern University, Feinberg School of Medicine, Chicago, Illinois, USA
| | - Alexander Ruh
- Department of Radiology, Cardiovascular Imaging, Northwestern University, Feinberg School of Medicine, Chicago, Illinois, USA
| | - Muhannad A Abbasi
- Department of Radiology, Cardiovascular Imaging, Northwestern University, Feinberg School of Medicine, Chicago, Illinois, USA
| | - Ashitha Pathrose
- Department of Radiology, Cardiovascular Imaging, Northwestern University, Feinberg School of Medicine, Chicago, Illinois, USA
| | - Julie Blaisdell
- Department of Radiology, Cardiovascular Imaging, Northwestern University, Feinberg School of Medicine, Chicago, Illinois, USA
| | - Ryan S Dolan
- Department of Radiology, Cardiovascular Imaging, Northwestern University, Feinberg School of Medicine, Chicago, Illinois, USA
| | - Kambiz Ghafourian
- Department of Cardiology, Northwestern University, Feinberg School of Medicine, Chicago, Illinois, USA
| | - Jane E Wilcox
- Department of Cardiology, Northwestern University, Feinberg School of Medicine, Chicago, Illinois, USA
| | - Sadiya S Khan
- Department of Cardiology, Northwestern University, Feinberg School of Medicine, Chicago, Illinois, USA
| | - Esther E Vorovich
- Department of Cardiology, Northwestern University, Feinberg School of Medicine, Chicago, Illinois, USA
| | - Jonathan D Rich
- Department of Cardiology, Northwestern University, Feinberg School of Medicine, Chicago, Illinois, USA
| | - Allen S Anderson
- Department of Cardiology, Northwestern University, Feinberg School of Medicine, Chicago, Illinois, USA
| | - Clyde W Yancy
- Department of Cardiology, Northwestern University, Feinberg School of Medicine, Chicago, Illinois, USA
| | - James C Carr
- Department of Radiology, Cardiovascular Imaging, Northwestern University, Feinberg School of Medicine, Chicago, Illinois, USA
| | - Michael Markl
- Department of Radiology, Cardiovascular Imaging, Northwestern University, Feinberg School of Medicine, Chicago, Illinois, USA.,Department of Biomedical Engineering, McCormick School of Engineering, Northwestern University, Chicago, Illinois, USA
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Gunasekaran S, Lee DC, Knight BP, Collins JD, Fan L, Trivedi A, Ragin AB, Carr JC, Passman RS, Kim D. Left ventricular extracellular volume expansion does not predict recurrence of atrial fibrillation following catheter ablation. Pacing Clin Electrophysiol 2020; 43:159-166. [PMID: 31797387 PMCID: PMC7024017 DOI: 10.1111/pace.13853] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/15/2019] [Revised: 10/17/2019] [Accepted: 10/28/2019] [Indexed: 01/25/2023]
Abstract
INTRODUCTION A recent study reported that diffuse left ventricular (LV) fibrosis is a predictor of atrial fibrillation (AF) recurrence following catheter ablation, by measuring postcontrast cardiac T1 (an error prone metric as per the 2017 Society for Cardiovascular Magnetic Resonance consensus statement) using an inversion-recovery pulse sequence (an error prone method in arrhythmia) in AF ablation candidates. The purpose of this study was to verify the prior study, by measuring extracellular volume (ECV) fraction (an accurate metric) using a saturation-recovery pulse sequence (accurate method in arrhythmia). METHODS AND RESULTS This study examined 100 AF patients (mean age = 62 ± 11 years, 69 males and 31 females, 67 paroxysmal [pAF] and 33 persistent [peAF]) who underwent a preablation cardiovascular magnetic resonance (CMR) exam. LV ECV and left atrial (LA) and LV functional parameters were quantified using standard analysis methods. During an average follow-up period of 457 ± 261 days with 4 ± 3 rhythm checks per patient, 72 patients maintained sinus rhythm. Between those who maintained sinus rhythm (n = 72) and those who reverted to AF (n = 28), the only clinical characteristic that was significantly different was age (60 ± 12 years vs 66 ± 9 years); for CMR metrics, neither mean LV ECV (25.1 ± 3.3% vs 24.7 ± 3.7%), native LV T1 (1093.8 ± 73.5 ms vs 1070.2 ± 115.9 ms), left ventricular ejection fraction (54.1 ± 11.2% vs 55.7 ± 7.1%), nor LA end diastolic volume/body surface area (42.4 ± 14.8 mL/m2 vs 43.4 ± 19.6 mL/m2 ) were significantly different (P ≥ .23). According to Cox regression tests, none of the clinical and imaging variables predict AF recurrence. CONCLUSION Neither LV ECV nor other CMR metrics predict recurrence of AF following catheter ablation.
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Affiliation(s)
- Suvai Gunasekaran
- Department of Radiology, Northwestern University Feinberg School of Medicine, Chicago, IL, United States
- Department of Biomedical Engineering, Northwestern University, Evanston, IL, United States
| | - Daniel C. Lee
- Division of Cardiology, Department of Internal Medicine, Northwestern University Feinberg School of Medicine, Chicago, IL, United States
| | - Bradley P. Knight
- Division of Cardiology, Department of Internal Medicine, Northwestern University Feinberg School of Medicine, Chicago, IL, United States
| | - Jeremy D. Collins
- Department of Radiology, Northwestern University Feinberg School of Medicine, Chicago, IL, United States
- Department of Radiology, Mayo Clinic, Rochester, MN, United States
| | - Lexiaozi Fan
- Department of Radiology, Northwestern University Feinberg School of Medicine, Chicago, IL, United States
- Department of Biomedical Engineering, Northwestern University, Evanston, IL, United States
| | - Amar Trivedi
- Division of Cardiology, Department of Internal Medicine, Northwestern University Feinberg School of Medicine, Chicago, IL, United States
| | - Ann B. Ragin
- Department of Radiology, Northwestern University Feinberg School of Medicine, Chicago, IL, United States
| | - James C. Carr
- Department of Radiology, Northwestern University Feinberg School of Medicine, Chicago, IL, United States
| | - Rod S. Passman
- Division of Cardiology, Department of Internal Medicine, Northwestern University Feinberg School of Medicine, Chicago, IL, United States
| | - Daniel Kim
- Department of Radiology, Northwestern University Feinberg School of Medicine, Chicago, IL, United States
- Department of Biomedical Engineering, Northwestern University, Evanston, IL, United States
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48
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Suwa K, Rahman OA, Bollache E, Rose MJ, Rahsepar AA, Carr JC, Collins JD, Barker AJ, Markl M. Effect of Aortic Valve Disease on 3D Hemodynamics in Patients With Aortic Dilation and Trileaflet Aortic Valve Morphology. J Magn Reson Imaging 2020. [DOI: 10.1002/jmri.27045] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022] Open
Affiliation(s)
- Kenichiro Suwa
- Department of Radiology Northwestern University Feinberg School of Medicine Chicago Illinois USA
| | - Ozair Abdul Rahman
- Department of Radiology Northwestern University Feinberg School of Medicine Chicago Illinois USA
| | - Emilie Bollache
- Department of Radiology Northwestern University Feinberg School of Medicine Chicago Illinois USA
| | - Michael J. Rose
- Department of Medical Imaging Ann & Robert H. Lurie Children's Hospital of Chicago Chicago Illinois USA
| | - Amir Ali Rahsepar
- Department of Radiology Northwestern University Feinberg School of Medicine Chicago Illinois USA
- Department of Radiology Yale New Haven Health System, Bridgeport Hospital Bridgeport Connecticut USA
| | - James C. Carr
- Department of Radiology Northwestern University Feinberg School of Medicine Chicago Illinois USA
| | - Jeremy D. Collins
- Department of Radiology Northwestern University Feinberg School of Medicine Chicago Illinois USA
| | - Alex J. Barker
- Department of Radiology Northwestern University Feinberg School of Medicine Chicago Illinois USA
| | - Michael Markl
- Department of Radiology Northwestern University Feinberg School of Medicine Chicago Illinois USA
- Department of Biomedical Engineering Northwestern University McCormick School of Engineering Chicago Illinois USA
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Patel RB, Li E, Benefield BC, Swat SA, Polsinelli VB, Carr JC, Shah SJ, Markl M, Collins JD, Freed BH. Diffuse right ventricular fibrosis in heart failure with preserved ejection fraction and pulmonary hypertension. ESC Heart Fail 2020; 7:253-263. [PMID: 31903694 PMCID: PMC7083501 DOI: 10.1002/ehf2.12565] [Citation(s) in RCA: 24] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/08/2019] [Revised: 10/04/2019] [Accepted: 11/04/2019] [Indexed: 02/03/2023] Open
Abstract
Aims While right ventricular (RV) dysfunction is associated with worse prognosis in co‐morbid pulmonary hypertension and heart failure with preserved ejection fraction (PH‐HFpEF), the mechanisms driving RV dysfunction are unclear. We evaluated the extent and clinical correlates of diffuse RV myocardial fibrosis in PH‐HFpEF, as measured by cardiovascular magnetic resonance‐derived extracellular volume (ECV). Methods and results We prospectively enrolled participants with PH‐HFpEF (n = 14), pulmonary arterial hypertension (PAH; n = 13), and controls (n = 8). All participants underwent high‐resolution cardiovascular magnetic resonance, and case subjects (PH‐HFpEF and PAH) additionally underwent right heart catheterization. T1 mapping was performed using high‐resolution modified look‐locker inversion recovery with a 1 × 1 mm2 in‐plane resolution. RV free wall T1 values were quantified, and ECV was calculated. Participants with PH‐HFpEF were older and carried higher rates of hypertension and obstructive sleep apnoea than those with PAH. While RV ECV was similar between PH‐HFpEF and PAH (33.1 ± 8.0 vs. 34.0 ± 4.5%; P = 0.57), total pulmonary resistance was lower in PH‐HFpEF compared with PAH [PH‐HFpEF: 5.68 WU (4.70, 7.66 WU) vs. PAH: 8.59 WU (8.14, 12.57 WU); P = 0.01]. RV ECV in PH‐HFpEF was associated with worse indices of RV structure (RV end‐diastolic volume: r = 0.67, P = 0.01) and RV function (RV free wall strain: r = 0.59, P = 0.03) but was not associated with RV afterload (total pulmonary resistance: r = 0.08, P = 0.79). Conversely, there was a strong correlation between RV ECV and RV afterload in PAH (r = 0.57, P = 0.04). Conclusions Diffuse RV fibrosis, as measured by ECV, is present in PH‐HFpEF and is associated with adverse RV structural and functional remodelling but not degree of pulmonary vasculopathy. In PH‐HFpEF, diffuse RV fibrosis may occur out of proportion to the degree of RV afterload.
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Affiliation(s)
- Ravi B. Patel
- Division of CardiologyNorthwestern UniversityChicagoILUSA
| | - Emily Li
- Division of CardiologyNorthwestern UniversityChicagoILUSA
| | - Brandon C. Benefield
- Feinberg Cardiovascular and Renal Research InstituteNorthwestern UniversityChicagoILUSA
| | | | | | - James C. Carr
- Department of RadiologyNorthwestern UniversityChicagoILUSA
| | - Sanjiv J. Shah
- Division of CardiologyNorthwestern UniversityChicagoILUSA
| | - Michael Markl
- Department of RadiologyNorthwestern UniversityChicagoILUSA
- Department of Biomedical EngineeringNorthwestern UniversityChicagoILUSA
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50
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DeSa TB, Abbasi MA, Blaisdell JA, Lin K, Collins JD, Carr JC, Markl M. Semi-quantitative myocardial perfusion MRI in heart transplant recipients at rest: repeatability in healthy controls and assessment of cardiac allograft vasculopathy. Clin Imaging 2019; 61:62-68. [PMID: 31981959 DOI: 10.1016/j.clinimag.2019.12.011] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/10/2019] [Revised: 11/25/2019] [Accepted: 12/16/2019] [Indexed: 01/06/2023]
Abstract
BACKGROUND Cardiac Allograft Vasculopathy (CAV) is a major cause of chronic cardiac allograft failure. Invasive coronary angiography (ICA) and intravascular ultrasound (IVUS) are the current diagnostic methods. Myocardial perfusion MRI has become a promising non-invasive method to evaluate myocardial ischemia, but has not been thoroughly validated in CAV. Our objective was to assess the repeatability of myocardial rest-perfusion MRI in healthy volunteers and its feasibility in detecting CAV in transplant patients (Tx). METHODS Twelve healthy volunteers and twenty transplant patients beyond the first year post- transplant underwent cardiac MRI at 1.5 T at rest including first-pass perfusion imaging in short axis (base, mid, apex) after injection of gadolinium. Volunteers underwent repeated cardiac MRI on different days (interval = 15.6 ± 2.4 days) to assess repeatability. Data analysis included semi-automatic contouring of endocardial and epicardial borders of the left ventricle (LV) and quantification of peak perfusion, time-to-peak (TTP) perfusion, and upslope of the perfusion curve. RESULTS Between scans and re-scans in healthy volunteers, peak signal intensity, slope, and TTP demonstrated moderate agreement (ICC = 0.53, 0.48, and 0.59, respectively; all, p < .001). Peak signal intensity, slope, and TTP were moderately variable with COV values of 23%, 42%, and 35%, respectively. Peak perfusion was significantly reduced in CAV positive (n = 9 Tx patients) compared to CAV negative (n = 11 Tx patients) groups (90.7 ± 27.0 vs 139.5 ± 30.2, p < .001). CONCLUSION Cardiac MRI is a moderately repeatable method for the semi-quantitative assessment of first-pass myocardial perfusion at rest. Semi-quantitative surrogate markers of LV perfusion could play a role in CAV detection.
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Affiliation(s)
- Travis B DeSa
- Northwestern University Feinberg School of Medicine, Department of Diagnostic Radiology, 737 N. Michigan Avenue Suite 1600, Chicago, IL 60611, USA.
| | - Muhannad A Abbasi
- Northwestern University Feinberg School of Medicine, Department of Diagnostic Radiology, 737 N. Michigan Avenue Suite 1600, Chicago, IL 60611, USA
| | - Julie A Blaisdell
- Northwestern University Feinberg School of Medicine, Department of Diagnostic Radiology, 737 N. Michigan Avenue Suite 1600, Chicago, IL 60611, USA
| | - Kai Lin
- Northwestern University Feinberg School of Medicine, Department of Diagnostic Radiology, 737 N. Michigan Avenue Suite 1600, Chicago, IL 60611, USA
| | - Jeremy D Collins
- Northwestern University Feinberg School of Medicine, Department of Diagnostic Radiology, 737 N. Michigan Avenue Suite 1600, Chicago, IL 60611, USA; Mayo Clinic, Department of Radiology, Rochester, MN, USA
| | - James C Carr
- Northwestern University Feinberg School of Medicine, Department of Diagnostic Radiology, 737 N. Michigan Avenue Suite 1600, Chicago, IL 60611, USA
| | - Michael Markl
- Northwestern University Feinberg School of Medicine, Department of Diagnostic Radiology, 737 N. Michigan Avenue Suite 1600, Chicago, IL 60611, USA; Northwestern University McCormick School of Engineering, Department of Biomedical Engineering, 2145 Sheridan Rd, Evanston, IL 60208, USA
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