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Yang H, Hong K, Baraboo JJ, Fan L, Larsen A, Markl M, Robinson JD, Rigsby CK, Kim D. GRASP reconstruction amplified with view-sharing and KWIC filtering reduces underestimation of peak velocity in highly-accelerated real-time phase-contrast MRI: A preliminary evaluation in pediatric patients with congenital heart disease. Magn Reson Med 2024; 91:1965-1977. [PMID: 38084397 PMCID: PMC10950531 DOI: 10.1002/mrm.29974] [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: 08/10/2023] [Revised: 10/27/2023] [Accepted: 11/27/2023] [Indexed: 02/01/2024]
Abstract
PURPOSE To develop a highly-accelerated, real-time phase contrast (rtPC) MRI pulse sequence with 40 fps frame rate (25 ms effective temporal resolution). METHODS Highly-accelerated golden-angle radial sparse parallel (GRASP) with over regularization may result in temporal blurring, which in turn causes underestimation of peak velocity. Thus, we amplified GRASP performance by synergistically combining view-sharing (VS) and k-space weighted image contrast (KWIC) filtering. In 17 pediatric patients with congenital heart disease (CHD), the conventional GRASP and the proposed GRASP amplified by VS and KWIC (or GRASP + VS + KWIC) reconstruction for rtPC MRI were compared with respect to clinical standard PC MRI in measuring hemodynamic parameters (peak velocity, forward volume, backward volume, regurgitant fraction) at four locations (aortic valve, pulmonary valve, left and right pulmonary arteries). RESULTS The proposed reconstruction method (GRASP + VS + KWIC) achieved better effective spatial resolution (i.e., image sharpness) compared with conventional GRASP, ultimately reducing the underestimation of peak velocity from 17.4% to 6.4%. The hemodynamic metrics (peak velocity, volumes) were not significantly (p > 0.99) different between GRASP + VS + KWIC and clinical PC, whereas peak velocity was significantly (p < 0.007) lower for conventional GRASP. RtPC with GRASP + VS + KWIC also showed the ability to assess beat-to-beat variation and detect the highest peak among peaks. CONCLUSION The synergistic combination of GRASP, VS, and KWIC achieves 25 ms effective temporal resolution (40 fps frame rate), while minimizing the underestimation of peak velocity compared with conventional GRASP.
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Affiliation(s)
- Huili Yang
- Department of Radiology, Northwestern University Feinberg School of Medicine, Chicago, Illinois, USA
- Department of Biomedical Engineering, McCormick School of Engineering, Northwestern University, Evanston, Illinois, USA
| | - KyungPyo Hong
- Department of Radiology, Northwestern University Feinberg School of Medicine, Chicago, Illinois, USA
| | - Justin J Baraboo
- Department of Radiology, Northwestern University Feinberg School of Medicine, Chicago, Illinois, USA
- Department of Biomedical Engineering, McCormick School of Engineering, Northwestern University, Evanston, Illinois, USA
| | - Lexiaozi Fan
- Department of Radiology, Northwestern University Feinberg School of Medicine, Chicago, Illinois, USA
- Department of Biomedical Engineering, McCormick School of Engineering, Northwestern University, Evanston, Illinois, USA
| | - Andrine Larsen
- Department of Biomedical Engineering, Lehigh University, Bethlehem, Pennsylvania, USA
| | - Michael Markl
- Department of Radiology, Northwestern University Feinberg School of Medicine, Chicago, Illinois, USA
- Department of Biomedical Engineering, McCormick School of Engineering, Northwestern University, Evanston, Illinois, USA
| | - Joshua D Robinson
- Department of Radiology, Northwestern University Feinberg School of Medicine, Chicago, Illinois, USA
- Department of Pediatrics, Northwestern University Feinberg School of Medicine, Chicago, Illinois, USA
- Division of Cardiology, Ann & Robert H. Lurie Children's Hospital, Chicago, Illinois, USA
| | - Cynthia K Rigsby
- Department of Radiology, Northwestern University Feinberg School of Medicine, Chicago, Illinois, USA
- Department of Pediatrics, Northwestern University Feinberg School of Medicine, Chicago, Illinois, USA
- Department of Medical Imaging, Ann & Robert H. Lurie Children's Hospital, Chicago, Illinois, USA
| | - Daniel Kim
- Department of Radiology, Northwestern University Feinberg School of Medicine, Chicago, Illinois, USA
- Department of Biomedical Engineering, McCormick School of Engineering, Northwestern University, Evanston, Illinois, USA
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Ayyala RS, Rigsby CK, Servaes S, Coley BD, Taylor GA. Transition into and out of a leadership role. Pediatr Radiol 2024:10.1007/s00247-024-05907-7. [PMID: 38499682 DOI: 10.1007/s00247-024-05907-7] [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] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/13/2024] [Revised: 03/06/2024] [Accepted: 03/06/2024] [Indexed: 03/20/2024]
Affiliation(s)
- Rama S Ayyala
- Department of Radiology, Cincinnati Children's Hospital Medical Center, 3333 Burnett Avenue, Cincinnati, OH, 45229, USA.
- Department of Radiology, University of Cincinnati College of Medicine, Cincinnati, OH, USA.
| | - Cynthia K Rigsby
- Department of Medical Imaging, Ann & Robert H. Lurie Children's Hospital of Chicago, 225 E Chicago Avenue, Chicago, IL, 60611, USA
| | - Sabah Servaes
- Department of Radiology, West Virginia University Children's Hospital, One Medical Center Dr, Morgantown, WV, USA
| | - Brian D Coley
- Department of Radiology, Cincinnati Children's Hospital Medical Center, 3333 Burnett Avenue, Cincinnati, OH, 45229, USA
- Department of Radiology, University of Cincinnati College of Medicine, Cincinnati, OH, USA
| | - George A Taylor
- Harvard Medical School and Department of Radiology, Children's Hospital of Philadelphia, 3401 Civic Center Blvd, Philadelphia, PA, 19104, USA
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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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Bardo DME, Samis JH, Josefson JL, Malakooti MR, Tannous P, Fox JL, Elhadary J, Eichstaedt A, Gray K, Nytko A, Rigsby CK. One children's hospital planning and development process to adhere to the FDA recommendation that babies and young children undergo thyroid function testing after receiving an injection of iodine-containing contrast media for medical imaging. Pediatr Radiol 2024; 54:27-33. [PMID: 38030850 DOI: 10.1007/s00247-023-05806-3] [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] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/13/2023] [Revised: 10/30/2023] [Accepted: 10/31/2023] [Indexed: 12/01/2023]
Abstract
The United States (US) Food and Drug Administration (FDA) has issued multiple statements and guidelines since 2015 on the topic of thyroid function testing in babies and children through 3 years old after receiving iodinated contrast media for medical imaging exams. In April 2023, the FDA adjusted this recommendation to target babies and young children younger than 4 years of age who have a history of prematurity, very low birth weight, or underlying conditions which affect thyroid gland function, largely in response to solid arguments from expert statements from the American College of Radiology (ACR) which is endorsed by the Society for Pediatric Radiology (SPR), Pediatric Endocrinology Society (PES), and the Society for Cardiovascular Angiography & Intervention (SCAI). Herein we describe our approach and development of a clinical care guideline along with the steps necessary for implementation of the plan including alterations in ordering exams requiring iodinated contrast media, automatic triggering of lab orders, reporting, and follow-up, to address the 2022 FDA guidance statement to monitor thyroid function in children after receiving iodinated contrast media. The newly implemented clinical care guideline at Ann and Robert H. Lurie Children's Hospital of Chicago remains applicable following the 2023 updated recommendation from the FDA. We will track patients less than 3 months of age who undergo thyroid function testing following computed tomography (CT), interventional radiology, and cardiac catheterization exams for which an iodinated contrast media is administered as a clinical care quality initiative.
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Affiliation(s)
- Dianna M E Bardo
- Department of Medical Imaging, Ann & Robert H. Lurie Children's Hospital of Chicago, 225 East Chicago Ave., Box 9, Chicago, IL, 60611-2605, USA.
| | - Jill H Samis
- Department of Pediatric Endocrinology, Ann & Robert H. Lurie Children's Hospital of Chicago, 225 East Chicago Ave., Chicago, IL, 60611-2605, USA
| | - Jami L Josefson
- Department of Pediatric Endocrinology, Ann & Robert H. Lurie Children's Hospital of Chicago, 225 East Chicago Ave., Chicago, IL, 60611-2605, USA
| | - Marcelo R Malakooti
- Hospital Operations, Ann & Robert H. Lurie Children's Hospital of Chicago, 225 East Chicago Ave., Chicago, IL, 60611-2605, USA
| | - Paul Tannous
- Department of Pediatrics, Ann & Robert H. Lurie Children's Hospital of Chicago, 225 East Chicago Ave., Chicago, IL, 60611-2605, USA
| | - Jeremy L Fox
- Department of Pediatrics, Ann & Robert H. Lurie Children's Hospital of Chicago, 225 East Chicago Ave., Chicago, IL, 60611-2605, USA
| | - Jennifer Elhadary
- Patient Care & Nursing Administration, Ann & Robert H. Lurie Children's Hospital of Chicago, 225 East Chicago Ave., Chicago, IL, 60611-2605, USA
| | - Amanda Eichstaedt
- Department of Nursing, Ann & Robert H. Lurie Children's Hospital of Chicago, 225 East Chicago Ave., Chicago, IL, 60611-2605, USA
| | - Kenneth Gray
- Medical Center Services, Ann & Robert H. Lurie Children's Hospital of Chicago, 225 East Chicago Ave., Chicago, IL, 60611-2605, USA
| | - Agata Nytko
- Center for Quality and Safety, Ann & Robert H. Lurie Children's Hospital of Chicago, 225 East Chicago Ave., Chicago, IL, 60611-2605, USA
| | - Cynthia K Rigsby
- Department of Medical Imaging, Ann & Robert H. Lurie Children's Hospital of Chicago, 225 East Chicago Ave., Box 9, Chicago, IL, 60611-2605, USA
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Ebrahimkhani M, Johnson EMI, Sodhi A, Robinson JD, Rigsby CK, Allen BD, Markl M. A Deep Learning Approach to Using Wearable Seismocardiography (SCG) for Diagnosing Aortic Valve Stenosis and Predicting Aortic Hemodynamics Obtained by 4D Flow MRI. Ann Biomed Eng 2023; 51:2802-2811. [PMID: 37573264 DOI: 10.1007/s10439-023-03342-7] [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] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/26/2023] [Accepted: 07/27/2023] [Indexed: 08/14/2023]
Abstract
In this paper, we explored the use of deep learning for the prediction of aortic flow metrics obtained using 4-dimensional (4D) flow magnetic resonance imaging (MRI) using wearable seismocardiography (SCG) devices. 4D flow MRI provides a comprehensive assessment of cardiovascular hemodynamics, but it is costly and time-consuming. We hypothesized that deep learning could be used to identify pathological changes in blood flow, such as elevated peak systolic velocity ([Formula: see text]) in patients with heart valve diseases, from SCG signals. We also investigated the ability of this deep learning technique to differentiate between patients diagnosed with aortic valve stenosis (AS), non-AS patients with a bicuspid aortic valve (BAV), non-AS patients with a mechanical aortic valve (MAV), and healthy subjects with a normal tricuspid aortic valve (TAV). In a study of 77 subjects who underwent same-day 4D flow MRI and SCG, we found that the [Formula: see text] values obtained using deep learning and SCGs were in good agreement with those obtained by 4D flow MRI. Additionally, subjects with non-AS TAV, non-AS BAV, non-AS MAV, and AS could be classified with ROC-AUC (area under the receiver operating characteristic curves) values of 92%, 95%, 81%, and 83%, respectively. This suggests that SCG obtained using low-cost wearable electronics may be used as a supplement to 4D flow MRI exams or as a screening tool for aortic valve disease.
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Affiliation(s)
- Mahmoud Ebrahimkhani
- Department of Radiology, Feinberg School of Medicine, Northwestern University, Chicago, IL, 60611, USA
| | - Ethan M I Johnson
- Department of Radiology, Feinberg School of Medicine, Northwestern University, Chicago, IL, 60611, USA
| | - Aparna Sodhi
- Ann & Robert H. Lurie Children's Hospital, Chicago, IL, 60611, USA
| | - Joshua D Robinson
- Department of Radiology, Feinberg School of Medicine, Northwestern University, Chicago, IL, 60611, USA
- Ann & Robert H. Lurie Children's Hospital, Chicago, IL, 60611, USA
- Department of Pediatrics, Feinberg School of Medicine, Northwestern University, Chicago, IL, 60611, USA
| | - Cynthia K Rigsby
- Department of Radiology, Feinberg School of Medicine, Northwestern University, Chicago, IL, 60611, USA
- Ann & Robert H. Lurie Children's Hospital, Chicago, IL, 60611, USA
- Department of Pediatrics, Feinberg School of Medicine, Northwestern University, Chicago, IL, 60611, USA
| | - Bradly D Allen
- Department of Radiology, Feinberg School of Medicine, Northwestern University, Chicago, IL, 60611, USA
| | - Michael Markl
- Department of Radiology, Feinberg School of Medicine, Northwestern University, Chicago, IL, 60611, USA.
- Department of Biomedical Engineering, McCormick School of Engineering, Northwestern University, Evanston, IL, 60208, USA.
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Sodhi A, Markl M, Popescu AR, Griffin LM, Robinson JD, Rigsby CK. Highly accelerated compressed sensing 4D flow MRI in congenital and acquired heart disease: comparison of aorta and main pulmonary artery flow parameters with conventional 4D flow MRI in children and young adults. Pediatr Radiol 2023; 53:2597-2607. [PMID: 37882844 DOI: 10.1007/s00247-023-05788-2] [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: 02/27/2023] [Revised: 09/19/2023] [Accepted: 09/28/2023] [Indexed: 10/27/2023]
Abstract
BACKGROUND Four-dimensional flow (4D flow) MRI has become a clinically utilized cardiovascular flow assessment tool. However, scans can be lengthy and may require anesthesia in younger children. Adding compressed sensing can decrease scan time, but its impact on hemodynamic data accuracy needs additional assessment. OBJECTIVE To compare 4D flow hemodynamics acquired with and without compressed sensing. MATERIALS AND METHODS Twenty-seven patients (median age: 13 [IQR: 9.5] years) underwent conventional and compressed sensing cardiovascular 4D flow following informed consent. Conventional 4D flow was performed using parallel imaging and an acceleration factor of 2. Compressed sensing 4D flow was performed with an acceleration factor of 7.7. Regions of interest were placed to compare flow parameters in the ascending aorta and main pulmonary artery. Paired Student's t-tests, Wilcoxon signed-rank tests, Bland-Altman plots, and intraclass correlation coefficients were conducted. A P-value of < 0.05 was considered statistically significant. RESULTS Mean scan acquisition time was reduced by 59% using compressed sensing (3.4 vs. 8.2 min, P < 0.001). Flow quantification was similar for compressed sensing and conventional 4D flow for the ascending aorta net flow: 47 vs. 49 ml/beat (P = 0.28); forward flow: 49 vs. 50 ml/beat (P = 0.07), and main pulmonary artery net flow: 49 vs. 51 ml/beat (P = 0.18); forward flow: 50 vs. 55 ml/beat (P = 0.07). Peak systolic velocity was significantly underestimated by compressed sensing 4D flow in the ascending aorta: 114 vs. 128 cm/s (P < 0.001) and main pulmonary artery: 106 vs. 112 cm/s (P = 0.02). CONCLUSION For both the aorta and main pulmonary artery, compressed sensing 4D flow provided equivalent net and forward flow values compared to conventional 4D flow but underestimated peak systolic velocity. By reducing scan time, compressed sensing 4D flow may decrease the need for anesthesia and increase scanner output without significantly compromising data integrity.
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Affiliation(s)
- Aparna Sodhi
- Department of Medical Imaging, Ann and Robert H. Lurie Children's Hospital of Chicago, 225 East Chicago Avenue #9, Chicago, IL, 60611, USA.
| | - Michael Markl
- Department of Radiology, Feinberg School of Medicine, Northwestern University, Chicago, IL, USA
- Department of Biomedical Engineering, McCormick School of Engineering, Evanston, IL, USA
| | - Andrada R Popescu
- Department of Medical Imaging, Ann and Robert H. Lurie Children's Hospital of Chicago, 225 East Chicago Avenue #9, Chicago, IL, 60611, USA
- Department of Radiology, Feinberg School of Medicine, Northwestern University, Chicago, IL, USA
| | - Lindsay M Griffin
- Department of Medical Imaging, Ann and Robert H. Lurie Children's Hospital of Chicago, 225 East Chicago Avenue #9, Chicago, IL, 60611, USA
- Department of Radiology, Feinberg School of Medicine, Northwestern University, Chicago, IL, USA
| | - Joshua D Robinson
- Department of Radiology, Feinberg School of Medicine, Northwestern University, Chicago, IL, USA
- Division of Cardiology, Ann and Robert H. Lurie Children's Hospital of Chicago, Chicago, IL, USA
- Department of Pediatrics, Feinberg School of Medicine, Northwestern University, Chicago, IL, USA
| | - Cynthia K Rigsby
- Department of Medical Imaging, Ann and Robert H. Lurie Children's Hospital of Chicago, 225 East Chicago Avenue #9, Chicago, IL, 60611, USA
- Department of Radiology, Feinberg School of Medicine, Northwestern University, Chicago, IL, USA
- Department of Pediatrics, Feinberg School of Medicine, Northwestern University, Chicago, IL, USA
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Lawson AA, Watanabe K, Griffin L, Laternser C, Markl M, Rigsby CK, Sojka M, Robinson JD, Husain N. Late-gadolinium enhancement is common in older pediatric heart transplant recipients and is associated with lower ejection fraction. J Cardiovasc Magn Reson 2023; 25:61. [PMID: 37932797 PMCID: PMC10626738 DOI: 10.1186/s12968-023-00971-8] [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: 02/24/2023] [Accepted: 10/19/2023] [Indexed: 11/08/2023] Open
Abstract
BACKGROUND Chronic graft failure and cumulative rejection history in pediatric heart transplant recipients (PHTR) are associated with myocardial fibrosis on endomyocardial biopsy (EMB). Cardiovascular magnetic resonance imaging (CMR) is a validated, non-invasive method to detect myocardial fibrosis via the presence of late gadolinium enhancement (LGE). In adult heart transplant recipients, LGE is associated with increased risk of future adverse clinical events including hospitalization and death. We describe the prevalence, pattern, and extent of LGE on CMR in a cohort of PHTR and its associations with recipient and graft characteristics. METHODS This was a retrospective study of consecutive PHTR who underwent CMR over a 6-year period at a single center. Two independent reviewers assessed the presence and distribution of left ventricular (LV) LGE using the American Heart Association (AHA) 17-segment model. LGE quantification was performed on studies with visible fibrosis (LGE+). Patient demographics, clinical history, and CMR-derived volumetry and ejection fractions were obtained. RESULTS Eighty-one CMR studies were performed on 59 unique PHTR. Mean age at CMR was 14.8 ± 6.2 years; mean time since transplant was 7.3 ± 5.0 years. The CMR indication was routine surveillance (without a clinical concern based on laboratory parameters, echocardiography, or cardiac catheterization) in 63% (51/81) of studies. LGE was present in 36% (29/81) of PHTR. In these LGE + studies, patterns included inferoseptal in 76% of LGE + studies (22/29), lateral wall in 41% (12/29), and diffuse, involving > 4 AHA segments, in 21% (6/29). The mean LV LGE burden as a percentage of myocardial mass was 18.0 ± 9.0%. When reviewing only the initial CMR per PHTR (n = 59), LGE + patients were older (16.7 ± 2.9 vs. 12.8 ± 4.6 years, p = 0.001), with greater time since transplant (8.3 ± 5.4 vs. 5.7 ± 3.9 years, p = 0.041). These patients demonstrated higher LV end-systolic volume index (LVESVI) (34.7 ± 11.7 vs. 28.7 ± 6.1 ml/m2, p = 0.011) and decreased LV ejection fraction (LVEF) (56.2 ± 8.1 vs. 60.6 ± 5.3%, p = 0.015). There were no significant differences in history of moderate/severe rejection (p = 0.196) or cardiac allograft vasculopathy (CAV) (p = 0.709). CONCLUSIONS LV LGE was present in approximately one third of PHTR, more commonly in older patients with longer time since transplantation. Grafts with LGE have lower LVEF. CMR-derived LGE may aid in surveillance of chronic graft failure in PHTR.
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Affiliation(s)
- Andrew A Lawson
- Division of Cardiology, Department of Pediatrics, Ann & Robert H. Lurie Children's Hospital of Chicago, Northwestern University Feinberg School of Medicine, Chicago, IL, USA.
| | - Kae Watanabe
- Division of Cardiology, Department of Pediatrics, Ann & Robert H. Lurie Children's Hospital of Chicago, Northwestern University Feinberg School of Medicine, Chicago, IL, USA
- Department of Pediatrics, Baylor College of Medicine, Houston, TX, USA
| | - Lindsay Griffin
- Department of Medical Imaging, Ann & Robert H. Lurie Children's Hospital of Chicago, Chicago, IL, USA
- Department of Radiology, Northwestern University Feinberg School of Medicine, Chicago, IL, USA
| | - Christina Laternser
- Center for Cardiovascular Innovation, Ann & Robert H. Lurie Children's Hospital of Chicago, Chicago, IL, USA
| | - Michael Markl
- Department of Radiology, Northwestern University Feinberg School of Medicine, Chicago, IL, USA
| | - Cynthia K Rigsby
- Department of Medical Imaging, Ann & Robert H. Lurie Children's Hospital of Chicago, Chicago, IL, USA
- Department of Radiology, Northwestern University Feinberg School of Medicine, Chicago, IL, USA
| | - Melanie Sojka
- Division of Cardiology, Department of Pediatrics, Ann & Robert H. Lurie Children's Hospital of Chicago, Northwestern University Feinberg School of Medicine, Chicago, IL, USA
| | - Joshua D Robinson
- Division of Cardiology, Department of Pediatrics, Ann & Robert H. Lurie Children's Hospital of Chicago, Northwestern University Feinberg School of Medicine, Chicago, IL, USA
- Department of Medical Imaging, Ann & Robert H. Lurie Children's Hospital of Chicago, Chicago, IL, USA
- Department of Radiology, Northwestern University Feinberg School of Medicine, Chicago, IL, USA
| | - Nazia Husain
- Division of Cardiology, Department of Pediatrics, Ann & Robert H. Lurie Children's Hospital of Chicago, Northwestern University Feinberg School of Medicine, Chicago, IL, USA
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8
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Krishnamurthy R, Suman G, Chan SS, Kirsch J, Iyer RS, Bolen MA, Brown RKJ, El-Sherief AH, Galizia MS, Hanneman K, Hsu JY, de Rosen VL, Rajiah PS, Renapurkar RD, Russell RR, Samyn M, Shen J, Villines TC, Wall JJ, Rigsby CK, Abbara S. ACR Appropriateness Criteria® Congenital or Acquired Heart Disease. J Am Coll Radiol 2023; 20:S351-S381. [PMID: 38040460 DOI: 10.1016/j.jacr.2023.08.018] [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: 08/15/2023] [Accepted: 08/22/2023] [Indexed: 12/03/2023]
Abstract
Pediatric heart disease is a large and diverse field with an overall prevalence estimated at 6 to 13 per 1,000 live births. This document discusses appropriateness of advanced imaging for a broad range of variants. Diseases covered include tetralogy of Fallot, transposition of great arteries, congenital or acquired pediatric coronary artery abnormality, single ventricle, aortopathy, anomalous pulmonary venous return, aortopathy and aortic coarctation, with indications for advanced imaging spanning the entire natural history of the disease in children and adults, including initial diagnosis, treatment planning, treatment monitoring, and early detection of complications. The American College of Radiology Appropriateness Criteria are evidence-based guidelines for specific clinical conditions that are reviewed annually by a multidisciplinary expert panel. The guideline development and revision process support the systematic analysis of the medical literature from peer reviewed journals. Established methodology principles such as Grading of Recommendations Assessment, Development, and Evaluation or GRADE are adapted to evaluate the evidence. The RAND/UCLA Appropriateness Method User Manual provides the methodology to determine the appropriateness of imaging and treatment procedures for specific clinical scenarios. In those instances where peer reviewed literature is lacking or equivocal, experts may be the primary evidentiary source available to formulate a recommendation.
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Affiliation(s)
| | - Garima Suman
- Research Author, Mayo Clinic, Rochester, Minnesota
| | | | - Jacobo Kirsch
- Panel Chair, Cleveland Clinic Florida, Weston, Florida
| | - Ramesh S Iyer
- Panel Chair, Seattle Children's Hospital, Seattle, Washington
| | | | - Richard K J Brown
- University of Utah, Department of Radiology and Imaging Sciences, Salt Lake City, Utah; Commission on Nuclear Medicine and Molecular Imaging
| | | | | | - Kate Hanneman
- Toronto General Hospital, University of Toronto, Toronto, Ontario, Canada
| | - Joe Y Hsu
- Kaiser Permanente, Los Angeles, California
| | | | | | | | - Raymond R Russell
- The Warren Alpert School of Medicine at Brown University, Providence, Rhode Island; American Society of Nuclear Cardiology
| | - Margaret Samyn
- Children's Hospital of Wisconsin, Milwaukee, Wisconsin; Society for Cardiovascular Magnetic Resonance
| | - Jody Shen
- Stanford University, Stanford, California
| | - Todd C Villines
- University of Virginia Health System, Charlottesville, Virginia; Society of Cardiovascular Computed Tomography
| | - Jessica J Wall
- University of Washington, Seattle, Washington; American College of Emergency Physicians
| | - Cynthia K Rigsby
- Specialty Chair, Ann & Robert H. Lurie Children's Hospital of Chicago, Chicago, Illinois
| | - Suhny Abbara
- Specialty Chair, University of Texas Southwestern Medical Center, Dallas, Texas
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9
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Shah R, VanSyckel A, Popescu AR, Rigsby CK, Griffin LM. Guide to use of ferumoxytol for hepatic vascular assessment as part of dual contrast MRI. Pediatr Radiol 2023; 53:2180-2187. [PMID: 37599288 DOI: 10.1007/s00247-023-05737-z] [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] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/06/2023] [Revised: 07/28/2023] [Accepted: 07/31/2023] [Indexed: 08/22/2023]
Abstract
Magnetic resonance imaging (MRI) assessment of hepatic vasculature can be challenging in the setting of liver disease and liver lesions. The widely used hepatobiliary contrast agent gadoxetate is an extracellular contrast agent that provides excellent soft tissue characterization but has limitations as a vascular contrast agent. Ferumoxytol is an iron oxide nanoparticle with superparamagnetic properties that can be used as blood pool contrast agent to provide dedicated vascular assessment. We provide a detailed protocol for evaluation of pediatric liver vasculature using ferumoxytol, after imaging of the parenchyma with gadoxetate. We provide multiple examples and discuss practical considerations when incorporating ferumoxytol into practice.
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Affiliation(s)
- Risha Shah
- Mallinckrodt Institute of Radiology, Washington University School of Medicine, St. Louis, MO, USA
| | - Arielle VanSyckel
- Department of Medical Imaging, Ann & Robert H. Lurie Children's Hospital of Chicago, Chicago, IL, 60611, USA
| | - Andrada R Popescu
- Department of Medical Imaging, Ann & Robert H. Lurie Children's Hospital of Chicago, Chicago, IL, 60611, USA
- Department of Radiology, Northwestern University Feinberg School of Medicine, Chicago, IL, USA
| | - Cynthia K Rigsby
- Department of Medical Imaging, Ann & Robert H. Lurie Children's Hospital of Chicago, Chicago, IL, 60611, USA
- Department of Radiology, Northwestern University Feinberg School of Medicine, Chicago, IL, USA
| | - Lindsay M Griffin
- Department of Medical Imaging, Ann & Robert H. Lurie Children's Hospital of Chicago, Chicago, IL, 60611, USA.
- Department of Radiology, Northwestern University Feinberg School of Medicine, Chicago, IL, USA.
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10
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Jepson BM, Rigsby CK, Hlavacek AM, Prakash A, Priya S, Barfuss S, Chelliah A, Binka E, Nicol E, Ghoshhajra B, Han BK. Proposed competencies for the performance of cardiovascular computed tomography in pediatric and adult congenital heart disease. J Cardiovasc Comput Tomogr 2023; 17:295-301. [PMID: 37625911 DOI: 10.1016/j.jcct.2023.08.002] [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] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/06/2023] [Revised: 07/25/2023] [Accepted: 08/04/2023] [Indexed: 08/27/2023]
Abstract
Cardiovascular computed tomography (CCT) is rated appropriate by published guidelines for the initial evaluation and follow up of congenital heart disease (CHD) and is an essential modality in cardiac imaging programs for patients of all ages. However, no recommended core competencies exist to guide CCT in CHD imaging training pathways, curricula development, or establishment of a more formal educational platform. To fill this gap, a group of experienced congenital cardiac imagers, intentionally inclusive of adult and pediatric cardiologists and radiologists, was formed to propose core competencies fundamental to the expert-level performance of CCT in pediatric acquired and congenital heart disease and adult CHD. The 2020 SCCT Guideline for Training Cardiology and Radiology Trainees as Independent Practitioners (Level II) and Advanced Practitioners (Level III) in Cardiovascular Computed Tomography (1) for adult imaging were used as a framework to define pediatric and CHD-specific competencies. Established competencies will be immediately relevant for advanced cardiac imaging fellowships in both cardiology and radiology training pathways. Proposed future steps include radiology and cardiology society collaboration to establish provider certification levels, training case-volume recommendations, and continuing medical education (CME) requirements for expert-level performance of CCT in pediatric and adult CHD.
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Affiliation(s)
- Bryan M Jepson
- University of Utah, Intermountain Primary Children's Hospital, Salt Lake City, UT, USA
| | - Cynthia K Rigsby
- Ann & Robert H Lurie Children's Hospital of Chicago, Northwestern University Feinberg School of Medicine, Chicago, IL, USA
| | - Anthony M Hlavacek
- Shawn Jenkins Children's Hospital, Department of Pediatrics, Division of Pediatric Cardiology, Medical University of South Carolina, Charleston, SC, USA
| | - Ashwin Prakash
- Boston Children's Hospital, Harvard Medical School, Boston, MA, USA
| | - Sarv Priya
- University of Iowa Hospitals & Clinics, Carver College of Medicine, Iowa City, IA, USA
| | - Spencer Barfuss
- Boston Children's Hospital, Harvard Medical School, Boston, MA, USA
| | - Anjali Chelliah
- Division of Pediatric Cardiology, Goryeb Children's Hospital, Atlantic Health System, Morristown, NJ and Division of Pediatric Cardiology, Columbia University Irving Medical Center, New York, NY, USA
| | - Edem Binka
- University of Utah, Intermountain Primary Children's Hospital, Salt Lake City, UT, USA
| | - Edward Nicol
- Royal Brompton and Harefield Hospitals, Imperial College of London School of Medicine, UK; School of Biomedical Engineering and Imaging Sciences, King's College, London, UK
| | - Brian Ghoshhajra
- Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
| | - B Kelly Han
- University of Utah, Intermountain Primary Children's Hospital, Salt Lake City, UT, USA.
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11
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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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12
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Brown NK, Berhane H, Gambetta K, Markl M, Rigsby CK, Robinson JD, Husain N. Right Ventricular Remodeling Assessed by
MRI
in Duchenne Muscular Dystrophy. J Magn Reson Imaging 2022. [PMID: 36354274 PMCID: PMC10169546 DOI: 10.1002/jmri.28521] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/26/2022] [Revised: 10/14/2022] [Accepted: 10/18/2022] [Indexed: 11/11/2022] Open
Abstract
BACKGROUND In Duchenne muscular dystrophy (DMD), the right ventricle (RV) tends to be relatively well preserved, but characterization remains difficult due to its complex architecture. Tissue phase mapping (TPM) is a phase contrast cine MRI technique that allows for multidirectional assessment of myocardial velocities. PURPOSE To use TPM to elucidate relationships between myocardial structure, function, and clinical variables in DMD. STUDY TYPE Retrospective. SUBJECTS A total of 20 patients with muscular dystrophy (median age: 16 years); 18 age-matched normal controls (median age: 15 years). FIELD STRENGTH/SEQUENCE Three-directional velocity encoded cine gradient echo sequence (TPM) at 1.5 T, balanced steady-state free procession (bSSFP), T1 mapping with extracellular volume (ECV), and late gadolinium enhancement (LGE). ASSESSMENT TPM in basal, mid, and apical short-axis planes was performed as part of a standard MRI study with collection of clinical data. Radial, circumferential, and longitudinal velocities (Vr, Vφ, and Vz, respectively) and corresponding time to peak (TTP) velocities were quantified from TPM and used to calculate RV twist as well as intraventricular and interventricular dyssynchrony. The correlations between TPM velocities, myocardial structure/function, and clinical variables were assessed. STATISTICAL TEST Unpaired t-test, Wilcoxon rank-sum test, Bland-Altman analyses were used for comparisons between DMD patients and controls and between DMD subgroups. Pearson's test was used for correlations (r). Significance level: P < 0.05. RESULTS Compared to controls, DMD patients had preserved RV ejection fraction (RVEF 53% ± 8%) but significantly increased interventricular dyssynchrony (Vφ: 0.49 ± 0.21 vs. 0.72 ± 0.17). Within the DMD cohort, RV dyssynchrony significantly increased with lower LV ejection fraction (intraventricular Vr and Vz: r = -0.49; interventricular Vz: r = 0.48). In addition, RV intraventricular dyssynchrony significantly increased with older age (Vz: r = 0.67). DATA CONCLUSION RV remodeling in DMD occurs in the context of preserved RVEF. Within DMD, this abnormal RV deformation is associated with older age and decreased LVEF. EVIDENCE LEVEL 4. TECHNICAL EFFICACY Stage 2.
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Affiliation(s)
- Nicholas K. Brown
- Division of Cardiology Department of Pediatrics, Seattle Children's Hospital Seattle Washington USA
| | - Haben Berhane
- Department of Radiology Northwestern University, Feinberg School of Medicine Chicago Illinois USA
| | - Katheryn Gambetta
- Division of Cardiology, Department of Pediatrics Ann & Robert H. Lurie Children's Hospital of Chicago, 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 Evanston IL USA
| | - Cynthia K. Rigsby
- Department of Radiology Northwestern University, Feinberg School of Medicine Chicago Illinois USA
- Department of Radiology Ann & Robert H. Lurie Children's Hospital of Chicago Chicago Illinois USA
| | - Joshua D. Robinson
- Division of Cardiology, Department of Pediatrics Ann & Robert H. Lurie Children's Hospital of Chicago, Northwestern University Feinberg School of Medicine Chicago Illinois USA
| | - Nazia Husain
- Division of Cardiology, Department of Pediatrics Ann & Robert H. Lurie Children's Hospital of Chicago, Northwestern University Feinberg School of Medicine Chicago Illinois USA
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Radhakrishnan R, Shea LAG, Pruthi S, Silvera VM, Bosemani T, Desai NK, Gilbert DL, Glenn OA, Guimaraes CV, Ho ML, Lam HFS, Maheshwari M, Mirsky DM, Nadel HR, Partap S, Schooler GR, Udayasankar UK, Whitehead MT, Wright JN, Rigsby CK. ACR Appropriateness Criteria® Ataxia-Child. J Am Coll Radiol 2022; 19:S240-S255. [PMID: 36436955 DOI: 10.1016/j.jacr.2022.09.010] [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] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/27/2022] [Accepted: 09/07/2022] [Indexed: 11/27/2022]
Abstract
Childhood ataxia may be due to multifactorial causes of impairment in the coordination of movement and balance. Acutely presenting ataxia in children may be due to infectious, inflammatory, toxic, ischemic, or traumatic etiology. Intermittent or episodic ataxia in children may be manifestations of migraine, benign positional vertigo, or intermittent metabolic disorders. Nonprogressive childhood ataxia suggests a congenital brain malformation or early prenatal or perinatal brain injury, and progressive childhood ataxia indicates inherited causes or acquired posterior fossa lesions that result in gradual cerebellar dysfunction. CT and MRI of the central nervous system are the usual modalities used in imaging children presenting with ataxia, based on the clinical presentation. This document provides initial imaging guidelines for a child presenting with acute ataxia with or without a history of recent trauma, recurrent ataxia with interval normal neurological examination, chronic progressive ataxia, and chronic nonprogressive ataxia. The ACR Appropriateness Criteria are evidence-based guidelines for specific clinical conditions that are reviewed annually by a multidisciplinary expert panel. The guideline development and revision process support the systematic analysis of the medical literature from peer reviewed journals. Established methodology principles such as Grading of Recommendations Assessment, Development, and Evaluation or GRADE are adapted to evaluate the evidence. The RAND/UCLA Appropriateness Method User Manual provides the methodology to determine the appropriateness of imaging and treatment procedures for specific clinical scenarios. In those instances in which peer reviewed literature is lacking or equivocal, experts may be the primary evidentiary source available to formulate a recommendation.
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Affiliation(s)
- Rupa Radhakrishnan
- Associate Division Chief, Neuroradiology, Indiana University Health, Indianapolis, Indiana.
| | - Lindsey A G Shea
- Research Author, Indiana University School of Medicine, Indianapolis, Indiana
| | - Sumit Pruthi
- Panel Chair, Vanderbilt Children's Hospital, Nashville, Tennessee
| | | | | | | | - Donald L Gilbert
- Cincinnati Children's Hospital Medical Center, Cincinnati, Ohio; American Academy of Neurology
| | - Orit A Glenn
- Director, Pediatric Neuroradiology, University of California, San Francisco, San Francisco, California
| | - Carolina V Guimaraes
- Division Chief, Pediatric Radiology, Lucile Packard Children's Hospital at Stanford, Stanford, California
| | - Mai-Lan Ho
- Nationwide Children's Hospital, Columbus, Ohio
| | - H F Samuel Lam
- Sutter Medical Center Sacramento, Sacramento, California; American College of Emergency Physicians
| | - Mohit Maheshwari
- Director of Pediatric Neuroradiology, Medical College of Wisconsin, Milwaukee, Wisconsin
| | - David M Mirsky
- Director of the Pediatric Neuroradiology Fellowship, Children's Hospital Colorado, Aurora, Colorado
| | - Helen R Nadel
- Lucile Packard Children's Hospital at Stanford, Stanford, California
| | - Sonia Partap
- Neuro-Oncology Fellowship Director, Stanford University, Stanford, California; American Academy of Pediatrics
| | - Gary R Schooler
- Associate Division Director, Pediatric Radiology, UT Southwestern Medical Center, Dallas, Texas
| | | | | | | | - Cynthia K Rigsby
- Specialty Chair; Chair, Medical Imaging Department, Ann & Robert H. Lurie Children's Hospital of Chicago, Chicago, Illinois
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14
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Patel SG, Husain N, Rigsby CK, Robinson JD. Safety and Efficacy of Regadenoson for Pediatric Stress Perfusion Cardiac MRI with Quantification of Myocardial Blood Flow. Children (Basel) 2022; 9:children9091332. [PMID: 36138640 PMCID: PMC9497237 DOI: 10.3390/children9091332] [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] [Subscribe] [Scholar Register] [Received: 07/29/2022] [Revised: 08/15/2022] [Accepted: 08/29/2022] [Indexed: 11/16/2022]
Abstract
Myocardial stress perfusion magnetic resonance imaging is a non-invasive tool to assess for myocardial ischemia and viability. Pediatric myocardial stress perfusion MRI can be challenging due to multiple intravenous lines, sedation, inadequate breath holding, fast heart rates, and complex anatomy. We performed a retrospective analysis in 39 children to evaluate safety and efficacy of regadenoson, a coronary vasodilator administered via a single intravenous line (6−10 mcg/kg), with respiratory motion correction (MOCO) and semi-quantitative blood flow analysis. Stress response data and adverse events were recorded, and image quality compared between native and MOCO reconstructions, assessing for perfusion deficits. Semi-quantitative analysis compared myocardial perfusion reserve index (MPRI) between patients who had a focal perfusion defect, patients who had undergone an orthotopic heart transplant, and non-transplant patients with no focal defects. Stress perfusion was completed in 38/39 patients (median age 15 years with a 41 ± 27% rise in heart rate (p < 0.005). Fifteen out of thirty-eight had transient minor side effects with no major adverse events. MOCO image quality was better than non-MOCO (4.63 vs. 4.01 at rest, p < 0.005: 4.41 vs. 3.84 at stress, p < 0.005). Reversible perfusion defects were seen in 4/38 patients with lower segmental mean MPRI in the area of the perfusion defect, nearing statistical significance when compared to non-transplant patients with no defects (0.78 ± 0.22 vs. 0.99 ± 0.36, p = 0.07). The global MPRI of the 16 patients who had undergone orthotopic heart transplant was significantly lower than the non-transplant patients (0.75 ± 0.22 vs. 0.92 ± 0.23, p = 0.03). Regadenoson is a safe and effective coronary vasodilator for pediatric stress perfusion MRI with MOCO producing better image quality and allowing for semi-quantitative assessment of perfusion deficits that correlate with qualitative assessment.
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Affiliation(s)
- Shivani G. Patel
- Division of Cardiology, Ann and Robert H. Lurie Children’s Hospital of Chicago, Chicago, IL 60611, USA
- Department of Pediatrics, Feinberg School of Medicine, Northwestern University, Chicago, IL 60611, USA
- Correspondence:
| | - Nazia Husain
- Division of Cardiology, Ann and Robert H. Lurie Children’s Hospital of Chicago, Chicago, IL 60611, USA
- Department of Pediatrics, Feinberg School of Medicine, Northwestern University, Chicago, IL 60611, USA
| | - Cynthia K. Rigsby
- Department of Pediatrics, Feinberg School of Medicine, Northwestern University, Chicago, IL 60611, USA
- Department of Medical Imaging, Ann and Robert H. Lurie Children’s Hospital of Chicago, Chicago, IL 60611, USA
- Department of Radiology, Feinberg School of Medicine, Northwestern University, Chicago, IL 60611, USA
| | - Joshua D. Robinson
- Division of Cardiology, Ann and Robert H. Lurie Children’s Hospital of Chicago, Chicago, IL 60611, USA
- Department of Pediatrics, Feinberg School of Medicine, Northwestern University, Chicago, IL 60611, USA
- Department of Radiology, Feinberg School of Medicine, Northwestern University, Chicago, IL 60611, USA
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Soulat G, Scott MB, Pathrose A, Jarvis K, Berhane H, Allen B, Avery R, Alsate AR, Rigsby CK, Markl M. 4D flow MRI derived aortic hemodynamics multi-year follow-up in repaired coarctation with bicuspid aortic valve. Diagn Interv Imaging 2022; 103:418-426. [PMID: 35523699 PMCID: PMC11041270 DOI: 10.1016/j.diii.2022.04.003] [Citation(s) in RCA: 1] [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] [Subscribe] [Scholar Register] [Received: 12/20/2021] [Revised: 04/04/2022] [Accepted: 04/08/2022] [Indexed: 01/02/2023]
Abstract
PURPOSE The purpose of this study was to investigate the relationships between hemodynamic parameters and longitudinal changes in aortic dimensions on four-dimensional (4D) flow magnetic resonance imaging (MRI) in patients with bicuspid aortic valve (BAV) and repaired coarctation. MATERIALS AND METHODS The study retrospectively included patients with BAV and childhood coarctation repair who had at least two cardiothoracic MRI examinations including 4D flow MRI at baseline and follow-up. Analysis included the calculation of aortic peak velocities, wall shear stress (WSS), pulse wave velocity (PWV), aortic dimensions and annual growth rates. Differences between examinations were assessed using paired t-test or Wilcoxon signed rank test. Relationships between growth rate and 4D flow metrics were assessed using Pearson or Spearman correlation tests. RESULTS The cohort included 15 patients (mean age 35 ± 8 [SD] years, 9 men) with a median follow-up time of 3.98 years (Q1: 2.10; Q3: 4.96). There were no significant differences in aortic mean WSS, peak velocities, and PWV between baseline and follow-up values. Greater baseline peak velocities at the site of the coarctation were strongly associated with aortic narrowing (follow-up vs. baseline diameter) at coarctation zone (r = -0.64; P = 0.010) and moderately in descending aorta (r = -0.53; P = 0.042). In addition, increased baseline WSS in the aortic arch was strongly related with narrowing of the coarctation zone at follow-up (r = -0.64, P = 0.011). CONCLUSION Measures of aortic hemodynamics and aortic WSS are stable over time in patients with BAV with coarctation repair. Increased peak velocity was associated with a progressive narrowing at the site of the coarctation repair.
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Affiliation(s)
- Gilles Soulat
- Department of Radiology, Feinberg School of Medicine, Northwestern University, Chicago 60611, IL, USA; Université Paris Centre, PARCC INSERM, 75015 Paris, France.
| | - Michael B Scott
- Department of Radiology, Feinberg School of Medicine, Northwestern University, Chicago 60611, IL, USA; Department of Biomedical Engineering, McCormick School of Engineering, Northwestern University, Evanston 60208, IL, USA
| | - Ashitha Pathrose
- Department of Radiology, Feinberg School of Medicine, Northwestern University, Chicago 60611, IL, USA
| | - Kelly Jarvis
- Department of Radiology, Feinberg School of Medicine, Northwestern University, Chicago 60611, IL, USA
| | - Haben Berhane
- Department of Radiology, Feinberg School of Medicine, Northwestern University, Chicago 60611, IL, USA; Department of Biomedical Engineering, McCormick School of Engineering, Northwestern University, Evanston 60208, IL, USA
| | - Bradley Allen
- Department of Radiology, Feinberg School of Medicine, Northwestern University, Chicago 60611, IL, USA
| | - Ryan Avery
- Department of Radiology, Feinberg School of Medicine, Northwestern University, Chicago 60611, IL, USA
| | - Alejandro Roldan Alsate
- Department of Mechanical Engineering, University of Wisconsin Madison, Madison 53706, WI, USA
| | - Cynthia K Rigsby
- Department of Radiology, Feinberg School of Medicine, Northwestern University, Chicago 60611, IL, USA; Department of Medical Imaging, Ann & Robert H. Lurie Children's Hospital of Chicago, Chicago 60611, IL, USA
| | - Michael Markl
- Department of Radiology, Feinberg School of Medicine, Northwestern University, Chicago 60611, IL, USA; Department of Biomedical Engineering, McCormick School of Engineering, Northwestern University, Evanston 60208, IL, USA
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Moore MM, Gee MS, Iyer RS, Chan SS, Ayers TD, Bardo DME, Chandra T, Cooper ML, Dotson JL, Gadepalli SK, Gill AE, Levin TL, Nadel HR, Schooler GR, Shet NS, Squires JH, Trout AT, Wall JJ, Rigsby CK. ACR Appropriateness Criteria® Crohn Disease-Child. J Am Coll Radiol 2022; 19:S19-S36. [PMID: 35550801 DOI: 10.1016/j.jacr.2022.02.020] [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] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/11/2022] [Accepted: 02/19/2022] [Indexed: 10/18/2022]
Abstract
Crohn disease is an inflammatory condition of the gastrointestinal tract with episodes of exacerbation and remission occurring in children, adolescents, and adults. Crohn disease diagnosis and treatment depend upon a combination of clinical, laboratory, endoscopic, histological, and imaging findings. Appropriate use of imaging provides critical information in the settings of diagnosis, assessment of acute symptoms, disease surveillance, and therapy monitoring. Four variants are discussed. The first variant discusses the initial imaging for suspected Crohn disease before established diagnosis. The second variant pertains to appropriateness of imaging modalities during suspected acute exacerbation. The third variant is a substantial discussion of recommendations related to disease surveillance and monitoring of Crohn disease. Finally, panel recommendations and discussion of perianal fistulizing disease imaging completes the document. The American College of Radiology Appropriateness Criteria are evidence-based guidelines for specific clinical conditions that are reviewed annually by a multidisciplinary expert panel. The guideline development and revision include an extensive analysis of current medical literature from peer reviewed journals and the application of well-established methodologies (RAND/UCLA Appropriateness Method and Grading of Recommendations Assessment, Development, and Evaluation or GRADE) to rate the appropriateness of imaging and treatment procedures for specific clinical scenarios. In those instances where evidence is lacking or equivocal, expert opinion may supplement the available evidence to recommend imaging or treatment.
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Affiliation(s)
- Michael M Moore
- Co-Director, Division of Radiology Innovation and Value Enhancement, Penn State Health Children's Hospital, Hershey, Pennsylvania.
| | - Michael S Gee
- Research Author, Deputy Chair of Radiology, Massachusetts General Hospital and Harvard Medical School, Boston, Massachusetts
| | - Ramesh S Iyer
- Panel Chair, Seattle Children's Hospital, Seattle, Washington; Chair, SPCC (CoPLL)
| | - Sherwin S Chan
- Panel Vice-Chair, Vice Chair of Radiology, Children's Mercy Hospital, Kansas City, Missouri
| | - Travis D Ayers
- Medical Director of Inflammatory Bowel Disease, Arkansas Children's Hospital, Little Rock, Arkansas; North American Society for Pediatric Gastroenterology, Hepatology & Nutrition
| | - Dianna M E Bardo
- Vice Chair of Radiology-Quality & Safety, Phoenix Children's Hospital, Phoenix, Arizona
| | - Tushar Chandra
- Magnetic Resonance Medical Director, Chief of Research, Chief of Medical Education, Co-Director of 3D and Advanced Imaging Lab, Nemours Children's Hospital, Orlando, Florida
| | - Matthew L Cooper
- Pediatric Radiology Division Chief and Radiology Medical Director, Riley Hospital for Children, Indianapolis, Indiana
| | - Jennifer L Dotson
- Co-Director of the Center for Pediatric and Adolescent IBD, Nationwide Children's Hospital, Columbus, Ohio; American Academy of Pediatrics
| | - Samir K Gadepalli
- Surgical Director for Pediatric IBD, Director of Clinical Research for Pediatric Surgery, and Associate Program Director for Pediatric Surgery Fellowship, University of Michigan, Ann Arbor, Michigan; American Pediatric Surgical Association
| | - Anne E Gill
- Children's Healthcare of Atlanta and Emory University, Atlanta, Georgia
| | - Terry L Levin
- The Children's Hospital at Montefiore, Albert Einstein College of Medicine, Bronx, New York; Chair ACR Pediatric Practice Parameters
| | - Helen R Nadel
- Lucile Packard Children's Hospital at Stanford, Stanford, California; Member Committee on Practice Parameters-Pediatric ACR; and Alternate to Senate Stanford University School of Medicine
| | | | - Narendra S Shet
- Children's National Hospital, Washington, District of Columbia
| | - Judy H Squires
- Chief of Ultrasound and Associate Program Director for Diagnostic Radiology, UPMC Children's Hospital of Pittsburgh, Pittsburgh, Pennsylvania
| | - Andrew T Trout
- Director of Clinical Research for Radiology and Director of Nuclear Medicine, Cincinnati Children's Hospital Medical Center, Cincinnati, Ohio; Vice-Chair-JRCNMT
| | - Jessica J Wall
- Associate Medical Director of Pediatric Transport, UCLA Medical Center, Los Angeles, California; American College of Emergency Physicians
| | - Cynthia K Rigsby
- Specialty Chair, Department of Medical Imaging, Ann & Robert H. Lurie Children's Hospital of Chicago, Chicago, Illinois
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17
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Shet NS, Iyer RS, Chan SS, Baldwin K, Chandra T, Chen J, Cooper ML, Creech CB, Gill AE, Levin TL, Moore MM, Nadel HR, Saidinejad M, Schooler GR, Squires JH, Swenson DW, Rigsby CK. ACR Appropriateness Criteria® Osteomyelitis or Septic Arthritis-Child (Excluding Axial Skeleton). J Am Coll Radiol 2022; 19:S121-S136. [PMID: 35550797 DOI: 10.1016/j.jacr.2022.02.017] [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] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/16/2022] [Accepted: 02/19/2022] [Indexed: 10/18/2022]
Abstract
Imaging plays an integral role in the evaluation of suspected musculoskeletal infections in children, not only in the accurate identification of infection such as osteomyelitis or septic arthritis, but also in guiding management. Various diagnostic modalities serve different purposes in the assessment of suspected pediatric musculoskeletal infections. The purpose of this document is to provide imaging guidance in the most frequently encountered clinical scenarios in which osteomyelitis and/or septic arthritis are suspected, outside of the axial skeleton. The American College of Radiology Appropriateness Criteria are evidence-based guidelines for specific clinical conditions that are reviewed annually by a multidisciplinary expert panel. The guideline development and revision include an extensive analysis of current medical literature from peer reviewed journals and the application of well-established methodologies (RAND/UCLA Appropriateness Method and Grading of Recommendations Assessment, Development, and Evaluation or GRADE) to rate the appropriateness of imaging and treatment procedures for specific clinical scenarios. In those instances where evidence is lacking or equivocal, expert opinion.
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Affiliation(s)
- Narendra S Shet
- Children's National Hospital, Washington, District of Columbia.
| | - Ramesh S Iyer
- Panel Chair, Seattle Children's Hospital, Seattle, Washington; and Chair, SPCC (CoPLL)
| | - Sherwin S Chan
- Panel Vice-Chair, Vice Chair of Radiology, Children's Mercy Hospital, Kansas City, Missouri
| | - Keith Baldwin
- Associate Professor, Children's Hospital of Philadelphia, Philadelphia, Pennsylvania; American Academy of Orthopaedic Surgeons
| | - Tushar Chandra
- Magnetic Resonance Medical Director, Chief of Research, Chief of Medical Education, Co-director of 3D and Advanced Imaging Lab, Nemours Children's Hospital, Orlando, Florida
| | - Jimmy Chen
- University of Florida College of Medicine Jacksonville, Jacksonville, Florida; American Academy of Pediatrics
| | - Matthew L Cooper
- Pediatric Radiology Division Chief, Radiology Medical Director, Riley Hospital for Children, Indianapolis, Indiana
| | - C Buddy Creech
- Vanderbilt University Medical Center, Nashville, Tennessee; Infectious Diseases Society of America; and President, Pediatric Infectious Diseases Society
| | - Anne E Gill
- Children's Healthcare of Atlanta and Emory University, Atlanta, Georgia
| | - Terry L Levin
- The Children's Hospital at Montefiore, Albert Einstein College of Medicine, Bronx, New York; Chair ACR Pediatric Practice Parameters
| | - Michael M Moore
- Co-director, Division of Radiology Innovation and Value Enhancement (DRIVE), Penn State Health Children's Hospital, Hershey, Pennsylvania
| | - Helen R Nadel
- Lucile Packard Children's Hospital at Stanford, Stanford, California; Member Committee on Practice Parameters-Pediatric ACR; and Alternate to Senate Stanford University School of Medicine
| | - Mohsen Saidinejad
- UCLA Medical Center, Los Angeles, California; American College of Emergency Physicians; and Director, Institute for Health Services and Outcomes Research-The Lundquist Institute for Biomedical Innovation at Harbor UCLA
| | | | - Judy H Squires
- Chief of Ultrasound; Associate Program Director for Diagnostic Radiology, UPMC Children's Hospital of Pittsburgh, Pittsburgh, Pennsylvania
| | - David W Swenson
- Alpert Medical School of Brown University, Providence, Rhode Island
| | - Cynthia K Rigsby
- Specialty Chair, Department of Medical Imaging, Ann & Robert H. Lurie Children's Hospital of Chicago, Chicago, Illinois
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18
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Berhane H, Scott MB, Barker AJ, McCarthy P, Avery R, Allen B, Malaisrie C, Robinson JD, Rigsby CK, Markl M. Deep learning-based velocity antialiasing of 4D-flow MRI. Magn Reson Med 2022; 88:449-463. [PMID: 35381116 PMCID: PMC9050855 DOI: 10.1002/mrm.29205] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [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: 08/14/2021] [Revised: 01/13/2022] [Accepted: 02/07/2022] [Indexed: 01/03/2023]
Abstract
Purpose To develop a convolutional neural network (CNN) for the robust and fast correction of velocity aliasing in 4D‐flow MRI. Methods This study included 667 adult subjects with aortic 4D‐flow MRI data with existing velocity aliasing (n = 362) and no velocity aliasing (n = 305). Additionally, 10 controls received back‐to‐back 4D‐flow scans with systemically varied velocity‐encoding sensitivity (vencs) at 60, 100, and 175 cm/s. The no‐aliasing data sets were used to simulate velocity aliasing by reducing the venc to 40%–70% of the original, alongside a ground truth locating all aliased voxels (153 training, 152 testing). The 152 simulated and 362 existing aliasing data sets were used for testing and compared with a conventional velocity antialiasing algorithm. Dice scores were calculated to quantify CNN performance. For controls, the venc 175‐cm/s scans were used as the ground truth and compared with the CNN‐corrected venc 60 and 100 cm/s data sets Results The CNN required 176 ± 30 s to perform compared with 162 ± 14 s for the conventional algorithm. The CNN showed excellent performance for the simulated data compared with the conventional algorithm (median range of Dice scores CNN: [0.89–0.99], conventional algorithm: [0.84–0.94], p < 0.001, across all simulated vencs) and detected more aliased voxels in existing velocity aliasing data sets (median detected CNN: 159 voxels [31–605], conventional algorithm: 65 [7–417], p < 0.001). For controls, the CNN showed Dice scores of 0.98 [0.95–0.99] and 0.96 [0.87–0.99] for venc = 60 cm/s and 100 cm/s, respectively, while flow comparisons showed moderate‐excellent agreement. Conclusion Deep learning enabled fast and robust velocity anti‐aliasing in 4D‐flow MRI.
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Affiliation(s)
- Haben Berhane
- Department of Biomedical EngineeringNorthwestern UniversityEvanstonIllinoisUSA
- Department of RadiologyNorthwestern MedicineChicagoIllinoisUSA
| | - Michael B. Scott
- Department of Biomedical EngineeringNorthwestern UniversityEvanstonIllinoisUSA
- Department of RadiologyNorthwestern MedicineChicagoIllinoisUSA
| | - Alex J. Barker
- Anschutz Medical CampusUniversity of ColoradoAuroraColoradoUSA
| | - Patrick McCarthy
- Division of Cardiac SurgeryNorthwestern MedicineChicagoIllinoisUSA
| | - Ryan Avery
- Department of RadiologyNorthwestern MedicineChicagoIllinoisUSA
| | - Brad Allen
- Department of RadiologyNorthwestern MedicineChicagoIllinoisUSA
| | - Chris Malaisrie
- Division of Cardiac SurgeryNorthwestern MedicineChicagoIllinoisUSA
| | - Joshua D. Robinson
- Department of Medical ImagingLurie Children's Hospital of ChicagoChicagoIllinoisUSA
| | - Cynthia K. Rigsby
- Department of RadiologyNorthwestern MedicineChicagoIllinoisUSA
- Department of Medical ImagingLurie Children's Hospital of ChicagoChicagoIllinoisUSA
| | - Michael Markl
- Department of Biomedical EngineeringNorthwestern UniversityEvanstonIllinoisUSA
- Department of RadiologyNorthwestern MedicineChicagoIllinoisUSA
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19
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Nunes MDO, Overman DM, Casey SA, Witt DR, Schmidt CW, Griffin L, Rigsby CK, Han BK. Multi-institution Assessment of the Accuracy of Cardiac Computed Tomography in Preparation for Superior Cavopulmonary Connection. World J Pediatr Congenit Heart Surg 2021; 12:700-705. [PMID: 34846969 DOI: 10.1177/21501351211035685] [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: 11/17/2022]
Abstract
BACKGROUND Patients with single ventricle (SV) congenital heart disease (CHD) undergo several interventions in the first years of life. Advanced diagnostics are required for interstage assessment of anatomy, but are associated with significant diagnostic risk. We sought to evaluate image quality, risk, and accuracy of cardiac computed tomography (CCT) for evaluation of anatomy prior to superior cavopulmonary connection (SCPC) compared to surgical findings across 2 institutions. METHODS A retrospective evaluation of image quality, risk, and accuracy of pre-SCPC CCT was performed at 2 institutions between January 1, 2010 and September 30, 2016. RESULTS CCT was performed in 90 SV CHD patients with a median age of 4.03 months (interquartile range [IQR] 3.36, 5.33) prior to SCPC. Image quality was optimal (84%) or good (16%) in all patients, without significant discrepancy compared to surgical findings. 7 patients (8%) required interventional cardiac catheterization subsequent to CCT and before surgical intervention. 49% of scans were performed without sedation, 43% of scans were performed with mild to moderate sedation, and 8% of scans were performed with general anesthesia. The median total procedural dose-length product (DLP) was 18 (IQR 14, 26) mGy*cm, estimating an age adjusted radiation dose of 1.4 millisievert (mSv). One minor (1%) adverse event was reported within 24 h of the CCT. Surgical complications were unrelated to the presurgical findings. CONCLUSIONS CCT for pre-SCPC evaluation is safe, with excellent accuracy for anatomy at the time of surgical intervention across 2 institutions. In select patients, noninvasive evaluation with CCT may be indicated.
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Affiliation(s)
| | - David M Overman
- Mayo Clinic-Children's Minnesota Cardiovascular Collaborative, Minneapolis, MN, USA
| | - Susan A Casey
- 51432Minneapolis Heart Institute and Foundation, Minneapolis, MN, USA
| | - Dawn R Witt
- 51432Minneapolis Heart Institute and Foundation, Minneapolis, MN, USA
| | | | - Lindsay Griffin
- 2429Ann and Robert H. Lurie Children's Hospital of Chicago, Chicago, IL, USA
| | - Cynthia K Rigsby
- 2429Ann and Robert H. Lurie Children's Hospital of Chicago, Chicago, IL, USA
| | - B Kelly Han
- 51432Minneapolis Heart Institute and Foundation, Minneapolis, MN, USA.,Mayo Clinic-Children's Minnesota Cardiovascular Collaborative, Minneapolis, MN, USA
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20
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Husain N, Watanabe K, Berhane H, Gupta A, Markl M, Rigsby CK, Robinson JD. Multi-parametric cardiovascular magnetic resonance with regadenoson stress perfusion is safe following pediatric heart transplantation and identifies history of rejection and cardiac allograft vasculopathy. J Cardiovasc Magn Reson 2021; 23:135. [PMID: 34809650 PMCID: PMC8607604 DOI: 10.1186/s12968-021-00803-7] [Citation(s) in RCA: 11] [Impact Index Per Article: 3.7] [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: 03/01/2021] [Accepted: 08/10/2021] [Indexed: 01/02/2023] Open
Abstract
BACKGROUND The progressive risk of graft failure in pediatric heart transplantation (PHT) necessitates close surveillance for rejection and coronary allograft vasculopathy (CAV). The current gold standard of surveillance via invasive coronary angiography is costly, imperfect and associated with complications. Our goal was to assess the safety and feasibility of a comprehensive multi-parametric CMR protocol with regadenoson stress perfusion in PHT and evaluate for associations with clinical history of rejection and CAV. METHODS We performed a retrospective review of 26 PHT recipients who underwent stress CMR with tissue characterization and compared with 18 age-matched healthy controls. CMR protocol included myocardial T2, T1 and extracellular volume (ECV) mapping, late gadolinium enhancement (LGE), qualitative and semi-quantitative stress perfusion (myocardial perfusion reserve index; MPRI) and strain imaging. Clinical, demographics, rejection score and CAV history were recorded and correlated with CMR parameters. RESULTS Mean age at transplant was 9.3 ± 5.5 years and median duration since transplant was 5.1 years (IQR 7.5 years). One patient had active rejection at the time of CMR, 11/26 (42%) had CAV 1 and 1/26 (4%) had CAV 2. Biventricular volumes were smaller and cardiac output higher in PHT vs. healthy controls. Global T1 (1053 ± 42 ms vs 986 ± 42 ms; p < 0.001) and ECV (26.5 ± 4.0% vs 24.0 ± 2.7%; p = 0.017) were higher in PHT compared to helathy controls. Significant relationships between changes in myocardial tissue structure and function were noted in PHT: increased T2 correlated with reduced LVEF (r = - 0.57, p = 0.005), reduced global circumferential strain (r = - 0.73, p < 0.001) and reduced global longitudinal strain (r = - 0.49, p = 0.03). In addition, significant relationships were noted between higher rejection score and global T1 (r = 0.38, p = 0.05), T2 (r = 0.39, p = 0.058) and ECV (r = 0.68, p < 0.001). The presence of even low-grade CAV was associated with higher global T1, global ECV and maximum segmental T2. No major side effects were noted with stress testing. MPRI was analyzed with good interobserver reliability and was lower in PHT compared to healthy controls (0.69 ± - 0.21 vs 0.94 ± 0.22; p < 0.001). CONCLUSION In a PHT population with low incidence of rejection or high-grade CAV, CMR demonstrates important differences in myocardial structure, function and perfusion compared to age-matched healthy controls. Regadenoson stress perfusion CMR could be safely and reliably performed. Increasing T2 values were associated with worsening left ventricular function and increasing T1/ECV values were associated with rejection history and low-grade CAV. These findings warrant larger prospective studies to further define the role of CMR in PHT graft surveillance.
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Affiliation(s)
- Nazia Husain
- Department of Cardiology, Ann and Robert H. Lurie Children’s Hospital of Chicago, Chicago, USA
- Department of Pediatrics, Feinberg School of Medicine, Northwestern University, Chicago, USA
| | - Kae Watanabe
- Department of Cardiology, Ann and Robert H. Lurie Children’s Hospital of Chicago, Chicago, USA
- Department of Pediatrics, Feinberg School of Medicine, Northwestern University, Chicago, USA
| | - Haben Berhane
- Department of Biomedical Engineering, McCormick School of Engineering, Northwestern University, Chicago, USA
| | - Aditi Gupta
- Lincoln Medical and Mental Health Center, Bronx, NY USA
| | - Michael Markl
- Department of Biomedical Engineering, McCormick School of Engineering, Northwestern University, Chicago, USA
- Department of Radiology, Feinberg School of Medicine, Northwestern University, Chicago, USA
| | - Cynthia K. Rigsby
- Department of Pediatrics, Feinberg School of Medicine, Northwestern University, Chicago, USA
- Department of Radiology, Feinberg School of Medicine, Northwestern University, Chicago, USA
- Department of Medical Imaging, Ann and Robert H. Lurie Children’s Hospital of Chicago, Chicago, USA
| | - Joshua D. Robinson
- Department of Cardiology, Ann and Robert H. Lurie Children’s Hospital of Chicago, Chicago, USA
- Department of Pediatrics, Feinberg School of Medicine, Northwestern University, Chicago, USA
- Department of Radiology, Feinberg School of Medicine, Northwestern University, Chicago, USA
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21
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Fujiwara T, Berhane H, Scott MB, Englund EK, Schäfer M, Fonseca B, Berthusen A, Robinson JD, Rigsby CK, Browne LP, Markl M, Barker AJ. Segmentation of the Aorta and Pulmonary Arteries Based on 4D Flow MRI in the Pediatric Setting Using Fully Automated Multi-Site, Multi-Vendor, and Multi-Label Dense U-Net. J Magn Reson Imaging 2021; 55:1666-1680. [PMID: 34792835 DOI: 10.1002/jmri.27995] [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] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/18/2021] [Revised: 11/04/2021] [Accepted: 11/05/2021] [Indexed: 01/14/2023] Open
Abstract
BACKGROUND Automated segmentation using convolutional neural networks (CNNs) have been developed using four-dimensional (4D) flow magnetic resonance imaging (MRI). To broaden usability for congenital heart disease (CHD), training with multi-institution data is necessary. However, the performance impact of heterogeneous multi-site and multi-vendor data on CNNs is unclear. PURPOSE To investigate multi-site CNN segmentation of 4D flow MRI for pediatric blood flow measurement. STUDY TYPE Retrospective. POPULATION A total of 174 subjects across two sites (female: 46%; N = 38 healthy controls, N = 136 CHD patients). Participants from site 1 (N = 100), site 2 (N = 74), and both sites (N = 174) were divided into subgroups to conduct 10-fold cross validation (10% for testing, 90% for training). FIELD STRENGTH/SEQUENCE 3 T/1.5 T; retrospectively gated gradient recalled echo-based 4D flow MRI. ASSESSMENT Accuracy of the 3D CNN segmentations trained on data from single site (single-site CNNs) and data across both sites (multi-site CNN) were evaluated by geometrical similarity (Dice score, human segmentation as ground truth) and net flow quantification at the ascending aorta (Qs), main pulmonary artery (Qp), and their balance (Qp/Qs), between human observers, single-site and multi-site CNNs. STATISTICAL TESTS Kruskal-Wallis test, Wilcoxon rank-sum test, and Bland-Altman analysis. A P-value <0.05 was considered statistically significant. RESULTS No difference existed between single-site and multi-site CNNs for geometrical similarity in the aorta by Dice score (site 1: 0.916 vs. 0.915, P = 0.55; site 2: 0.906 vs. 0.904, P = 0.69) and for the pulmonary arteries (site 1: 0.894 vs. 0.895, P = 0.64; site 2: 0.870 vs. 0.869, P = 0.96). Qs site-1 medians were 51.0-51.3 mL/cycle (P = 0.81) and site-2 medians were 66.7-69.4 mL/cycle (P = 0.84). Qp site-1 medians were 46.8-48.0 mL/cycle (P = 0.97) and site-2 medians were 76.0-77.4 mL/cycle (P = 0.98). Qp/Qs site-1 medians were 0.87-0.88 (P = 0.97) and site-2 medians were 1.01-1.03 (P = 0.43). Bland-Altman analysis for flow quantification found equivalent performance. DATA CONCLUSION Multi-site CNN-based segmentation and blood flow measurement are feasible for pediatric 4D flow MRI and maintain performance of single-site CNNs. LEVEL OF EVIDENCE 3 TECHNICAL EFFICACY: Stage 2.
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Affiliation(s)
- Takashi Fujiwara
- Department of Radiology, Section of Pediatric Radiology, Children's Hospital Colorado, University of Colorado Anschutz Medical Campus, Aurora, Colorado, USA
| | - Haben Berhane
- Department of Biomedical Engineering, Northwestern University, Chicago, Illinois, USA
| | - Michael B Scott
- Department of Biomedical Engineering, Northwestern University, Chicago, Illinois, USA.,Department of Radiology, Feinberg School of Medicine, Northwestern University, Chicago, Illinois, USA
| | - Erin K Englund
- Department of Radiology, Section of Pediatric Radiology, Children's Hospital Colorado, University of Colorado Anschutz Medical Campus, Aurora, Colorado, USA
| | - Michal Schäfer
- Division of Cardiology, Heart Institute, Children's Hospital Colorado, University of Colorado Anschutz Medical Campus, Aurora, Colorado, USA
| | - Brian Fonseca
- Department of Pediatrics, Section of Pediatric Cardiology, Children's Hospital Colorado, University of Colorado Anschutz Medical Campus, Aurora, Colorado, USA
| | - Alexander Berthusen
- Department of Radiology, Section of Pediatric Radiology, Children's Hospital Colorado, University of Colorado Anschutz Medical Campus, Aurora, Colorado, USA
| | - Joshua D Robinson
- Department of Radiology, Feinberg School of Medicine, Northwestern University, Chicago, Illinois, USA.,Division of Pediatric Cardiology, Ann & Robert H. Lurie Children's Hospital of Chicago, Chicago, Illinois, USA.,Department of Pediatrics, Feinberg School of Medicine, Northwestern University, Chicago, Illinois, USA
| | - Cynthia K Rigsby
- Department of Radiology, Feinberg School of Medicine, Northwestern University, Chicago, Illinois, USA.,Department of Pediatrics, Feinberg School of Medicine, Northwestern University, Chicago, Illinois, USA.,Department of Medical Imaging, Ann & Robert H. Lurie Children's Hospital of Chicago, Chicago, Illinois, USA
| | - Lorna P Browne
- Department of Radiology, Section of Pediatric Radiology, Children's Hospital Colorado, University of Colorado Anschutz Medical Campus, Aurora, Colorado, USA
| | - Michael Markl
- Department of Biomedical Engineering, Northwestern University, Chicago, Illinois, USA.,Department of Radiology, Feinberg School of Medicine, Northwestern University, Chicago, Illinois, USA
| | - Alex J Barker
- Department of Radiology, Section of Pediatric Radiology, Children's Hospital Colorado, University of Colorado Anschutz Medical Campus, Aurora, Colorado, USA.,Department of Bioengineering, University of Colorado Anschutz Medical Campus, Aurora, Colorado, USA
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22
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Hong K, Schiffers F, DiCarlo AL, Rigsby CK, Haji-Valizadeh H, Lee DC, Markl M, Katsaggelos AK, Kim D. Accelerating compressed sensing reconstruction of subsampled radial k-space data using geometrically-derived density compensation. Phys Med Biol 2021; 66. [PMID: 34607316 DOI: 10.1088/1361-6560/ac2c9d] [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: 09/03/2021] [Accepted: 10/04/2021] [Indexed: 11/12/2022]
Abstract
Objective.To accelerate compressed sensing (CS) reconstruction of subsampled radial k-space data using a geometrically-derived density compensation function (gDCF) without significant loss in image quality.Approach.We developed a theoretical framework to calculate a gDCF based on Nyquist distance along the radial and circumferential directions of a discrete polar coordinate system. Our gDCF was compared against standard DCF (e.g. ramp filter) and another commonly used DCF (modified Shepp-Logan (SL) filter). The resulting image quality produced by each DCF was quantified using normalized root-mean-square-error (NRMSE), blur metric (1 = blurriest; 0 = sharpest), and structural similarity index (SSIM; 1 = perfect match; 0 = no match) compared with the reference. For filtered backprojection (FBP) of phantom data obtained at the Nyquist sampling rate, Cartesian k-space sampling was used as the reference. For CS reconstruction of subsampled cardiac magnetic resonance imaging datasets (real-time cardiac cine data with 11 projections per frame,n = 20 patients; cardiac perfusion data with 30 projections per frame,n = 19 patients), CS reconstruction without DCF was used as the reference.Main results.The NRMSE, SSIM, and blur metrics of the phantom data were good for all DCFs, confirming that our gDCF produces uniform densities at the upper limit (Nyquist). For CS reconstruction of subsampled real-time cine and cardiac perfusion datasets, the image quality metrics (SSIM, NRMSE) were significantly (p < 0.05) higher for our gDCF than other DCFs, and the reconstruction time was significantly (p < 0.05) faster for our gDCF (reference) than no DCF (11.9%-52.9% slower), standard DCF (23.9%-57.6% slower), and modified SL filter (13.5%-34.8% slower).Significance.The proposed gDCF accelerates CS reconstruction of subsampled radial k-space data without significant loss in image quality compared with no DCF as the reference.
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Affiliation(s)
- KyungPyo Hong
- Department of Radiology, Northwestern University Feinberg School of Medicine, Chicago, Illinois, United States of America
| | - Florian Schiffers
- Department of Computer Science, McCormick School of Engineering and Applied Science, Northwestern University, Evanston, Illinois, United States of America
| | - Amanda L DiCarlo
- Department of Radiology, Northwestern University Feinberg School of Medicine, Chicago, Illinois, United States of America
| | - Cynthia K Rigsby
- Department of Radiology, Northwestern University Feinberg School of Medicine, Chicago, Illinois, United States of America.,Department of Medical Imaging, Ann & Robert H. Lurie Children's Hospital of Chicago, Chicago, Illinois, United States of America
| | - Hassan Haji-Valizadeh
- Department of Radiology, Northwestern University Feinberg School of Medicine, Chicago, Illinois, United States of America
| | - Daniel C Lee
- Department of Radiology, Northwestern University Feinberg School of Medicine, Chicago, Illinois, United States of America.,Department of Medicine, Division of Cardiology, Northwestern University Feinberg School of Medicine, Chicago, Illinois, United States of America
| | - Michael Markl
- Department of Radiology, Northwestern University Feinberg School of Medicine, Chicago, Illinois, United States of America.,Department of Biomedical Engineering, McCormick School of Engineering, Northwestern University, Evanston, Illinois, United States of America
| | - Aggelos K Katsaggelos
- Department of Radiology, Northwestern University Feinberg School of Medicine, Chicago, Illinois, United States of America.,Department of Computer Science, McCormick School of Engineering and Applied Science, Northwestern University, Evanston, Illinois, United States of America.,Department of Electrical and Computer Engineering, McCormick School of Engineering and Applied Science, Northwestern University, Evanston, Illinois, United States of America
| | - Daniel Kim
- Department of Radiology, Northwestern University Feinberg School of Medicine, Chicago, Illinois, United States of America.,Department of Biomedical Engineering, McCormick School of Engineering, Northwestern University, Evanston, Illinois, United States of America
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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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Webster G, Patel AB, Carr MR, Rigsby CK, Rychlik K, Rowley AH, Robinson JD. Cardiovascular magnetic resonance imaging in children after recovery from symptomatic COVID-19 or MIS-C: a prospective study. J Cardiovasc Magn Reson 2021; 23:86. [PMID: 34193197 PMCID: PMC8245157 DOI: 10.1186/s12968-021-00786-5] [Citation(s) in RCA: 32] [Impact Index Per Article: 10.7] [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: 04/02/2021] [Accepted: 06/07/2021] [Indexed: 02/05/2023] Open
Abstract
BACKGROUND Cardiac evaluations, including cardiovascular magnetic resonance (CMR) imaging and biomarker results, are needed in children during mid-term recovery after infection with SARS-CoV-2. The incidence of CMR abnormalities 1-3 months after recovery is over 50% in older adults and has ranged between 1 and 15% in college athletes. Abnormal cardiac biomarkers are common in adults, even during recovery. METHODS We performed CMR imaging in a prospectively-recruited pediatric cohort recovered from COVID-19 and multisystem inflammatory syndrome in children (MIS-C). We obtained CMR data and serum biomarkers. We compared these results to age-matched control patients, imaged prior to the SARS-CoV-2 pandemic. RESULTS CMR was performed in 17 children (13.9 years, all ≤ 18 years) and 29 age-matched control patients without SARS-CoV-2 infection. Cases were recruited with symptomatic COVID-19 (11/17, 65%) or MIS-C (6/17, 35%) and studied an average of 2 months after diagnosis. All COVID-19 patients had been symptomatic with fever (73%), vomiting/diarrhea (64%), or breathing difficulty (55%) during infection. Left ventricular and right ventricular ejection fractions were indistinguishable between cases and controls (p = 0.66 and 0.70, respectively). Mean native global T1, global T2 values and segmental T2 maximum values were also not statistically different from control patients (p ≥ 0.06 for each). NT-proBNP and troponin levels were normal in all children. CONCLUSIONS Children prospectively recruited following SARS-CoV-2 infection had normal CMR and cardiac biomarker evaluations during mid-term recovery. Trial Registration Not applicable.
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Affiliation(s)
- Gregory Webster
- Division of Cardiology, Department of Pediatrics, Ann & Robert H. Lurie Children's Hospital of Chicago, Northwestern University Feinberg School of Medicine, 225 E. Chicago Ave., Box 21, Chicago, IL, 60611, USA.
| | - Ami B Patel
- Division of Infectious Diseases, Ann & Robert H. Lurie Children's Hospital of Chicago, Chicago, IL, USA
| | - Michael R Carr
- Division of Cardiology, Department of Pediatrics, Ann & Robert H. Lurie Children's Hospital of Chicago, Northwestern University Feinberg School of Medicine, 225 E. Chicago Ave., Box 21, Chicago, IL, 60611, USA
| | - Cynthia K Rigsby
- Department of Radiology, Northwestern University Feinberg School of Medicine, Chicago, IL, USA
- Department of Medical Imaging, Ann & Robert H. Lurie Children's Hospital of Chicago, Chicago, IL, USA
| | - Karen Rychlik
- Biostatistics Research Core, Stanley Manne Children's Research Institute, Chicago, IL, USA
| | - Anne H Rowley
- Division of Infectious Diseases, Ann & Robert H. Lurie Children's Hospital of Chicago, Chicago, IL, USA
| | - Joshua D Robinson
- Division of Cardiology, Department of Pediatrics, Ann & Robert H. Lurie Children's Hospital of Chicago, Northwestern University Feinberg School of Medicine, 225 E. Chicago Ave., Box 21, Chicago, IL, 60611, USA
- Department of Radiology, Northwestern University Feinberg School of Medicine, Chicago, IL, USA
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25
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Sarkar A, Ingram MCE, Tian Y, Many BT, Rizeq Y, Goldstein SD, Rigsby CK, Raval MV. A Retrospective Cohort Study of Optimal Contrast for Successful Intussusception Reduction: Institutional Practices Matter. J Surg Res 2021; 267:159-166. [PMID: 34147862 DOI: 10.1016/j.jss.2021.05.020] [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: 01/18/2021] [Revised: 04/20/2021] [Accepted: 05/07/2021] [Indexed: 10/21/2022]
Abstract
BACKGROUND The first-line treatment for intussusception is radiologic reduction with either air-contrast enema (AE) or liquid-contrast enema (LE). The purpose of this study was to explore relationships between self-reported institutional AE or LE intussusception reduction preferences and rates of operative intervention and bowel resection. METHODS Pediatric Health Information System (PHIS) hospitals were contacted to assess institutional enema practices for intussusception. A retrospective study using 2009-2018 PHIS data was conducted for patients aged 0-5 y to evaluate outcomes. Chi-squared tests were used to test for differences in the distribution of surgical patients by hospital management approach. RESULTS Of the 45 hospitals, 20 (44%) exclusively used AE, 4 (9%) exclusively used LE, and 21 (46%) used a mixed practice. Of 24,688 patients identified from PHIS, 13,231 (54%) were at exclusive AE/LE hospitals and 11,457 (46%) were at mixed practice hospitals. Patients at AE/LE hospitals underwent operative procedures at lower rates than at mixed practice hospitals (14.8% versus 16.5%, P< 0.001) and were more likely to undergo bowel resection (31.1% versus 27.1%, P= 0.02). CONCLUSIONS Practice variation exists in hospital-level approaches to radiologic reduction of intussusception and mixed practices may impact outcomes.
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Affiliation(s)
- Arjun Sarkar
- Division of Pediatric Surgery, Department of Surgery, Northwestern University Feinberg School of Medicine, Ann & Robert H. Lurie Children's Hospital of Chicago, Chicago, Illinois
| | - Martha-Conley E Ingram
- Division of Pediatric Surgery, Department of Surgery, Northwestern University Feinberg School of Medicine, Ann & Robert H. Lurie Children's Hospital of Chicago, Chicago, Illinois
| | - Yao Tian
- Division of Pediatric Surgery, Department of Surgery, Northwestern University Feinberg School of Medicine, Ann & Robert H. Lurie Children's Hospital of Chicago, Chicago, Illinois
| | - Benjamin T Many
- Division of Pediatric Surgery, Department of Surgery, Northwestern University Feinberg School of Medicine, Ann & Robert H. Lurie Children's Hospital of Chicago, Chicago, Illinois
| | - Yazan Rizeq
- Division of Pediatric Surgery, Department of Surgery, Northwestern University Feinberg School of Medicine, Ann & Robert H. Lurie Children's Hospital of Chicago, Chicago, Illinois
| | - Seth D Goldstein
- Division of Pediatric Surgery, Department of Surgery, Northwestern University Feinberg School of Medicine, Ann & Robert H. Lurie Children's Hospital of Chicago, Chicago, Illinois
| | - Cynthia K Rigsby
- Department of Medical Imaging, Department of Radiology, Northwestern University Feinberg School of Medicine, Ann & Robert H. Lurie Children's Hospital of Chicago, Chicago, Illinois
| | - Mehul V Raval
- Division of Pediatric Surgery, Department of Surgery, Northwestern University Feinberg School of Medicine, Ann & Robert H. Lurie Children's Hospital of Chicago, Chicago, Illinois.
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Nguyen KL, Ghosh RM, Griffin LM, Yoshida T, Bedayat A, Rigsby CK, Fogel MA, Whitehead KK, Hu P, Finn JP. Four-dimensional Multiphase Steady-State MRI with Ferumoxytol Enhancement: Early Multicenter Feasibility in Pediatric Congenital Heart Disease. Radiology 2021; 300:162-173. [PMID: 33876971 DOI: 10.1148/radiol.2021203696] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/11/2022]
Abstract
Background The value of MRI in pediatric congenital heart disease (CHD) is well recognized; however, the requirement for expert oversight impedes its widespread use. Four-dimensional (4D) multiphase steady-state imaging with contrast enhancement (MUSIC) is a cardiovascular MRI technique that uses ferumoxytol and captures all anatomic features dynamically. Purpose To evaluate multicenter feasibility of 4D MUSIC MRI in pediatric CHD. Materials and Methods In this prospective study, participants with CHD underwent 4D MUSIC MRI at 3.0 T or 1.5 T between 2014 and 2020. From a pool of 460 total studies, an equal number of MRI studies from three sites (n = 60) was chosen for detailed analysis. With use of a five-point scale, the feasibility of 4D MUSIC was scored on the basis of artifacts, image quality, and diagnostic confidence for intracardiac and vascular connections (n = 780). Respiratory motion suppression was assessed by using the signal intensity profile. Bias between 4D MUSIC and two-dimensional (2D) cine imaging was evaluated by using Bland-Altman analysis; 4D MUSIC examination duration was compared with that of the local standard for CHD. Results A total of 206 participants with CHD underwent MRI at 3.0 T, and 254 participants underwent MRI at 1.5 T. Of the 60 MRI examinations chosen for analysis (20 per site; median participant age, 14.4 months [interquartile range, 2.3-49 months]; 33 female participants), 56 (93%) had good or excellent image quality scores across a spectrum of disease complexity (mean score ± standard deviation: 4.3 ± 0.6 for site 1, 4.9 ± 0.3 for site 2, and 4.6 ± 0.7 for site 3; P < .001). Artifact scores were inversely related to image quality (r = -0.88, P < .001) and respiratory motion suppression (P < .001, r = -0.45). Diagnostic confidence was high or definite in 730 of 780 (94%) intracardiac and vascular connections. The correlation between 4D MUSIC and 2D cine ventricular volumes and ejection fraction was high (range of r = 0.72-0.85; P < .001 for all). Compared with local standard MRI, 4D MUSIC reduced the image acquisition time (44 minutes ± 20 vs 12 minutes ± 3, respectively; P < .001). Conclusion Four-dimensional multiphase steady-state imaging with contrast enhancement MRI in pediatric congenital heart disease was feasible in a multicenter setting, shortened the examination time, and simplified the acquisition protocol, independently of disease complexity. Clinical trial registration no. NCT02752191 © RSNA, 2021 Online supplemental material is available for this article. See also the editorial by Roest and Lamb in this issue.
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Affiliation(s)
- Kim-Lien Nguyen
- From the Diagnostic Cardiovascular Imaging Laboratory, Department of Radiological Sciences (K.L.N., T.Y., A.B., P.H., J.P.F.), and Division of Cardiology (K.L.N.), David Geffen School of Medicine at UCLA, 300 Medical Plaza, B119, Los Angeles, CA 90095; VA Greater Los Angeles Healthcare System, Los Angeles, Calif (K.L.N.); Division of Cardiology, Children's Hospital of Philadelphia, Philadelphia, Pa (R.M.G., M.A.F., K.K.W.); Department of Medical Imaging, Ann & Robert H. Lurie Children's Hospital, Chicago, Ill (L.M.G., C.K.R.); and Department of Radiology, Northwestern University Feinberg School of Medicine, Chicago, Ill (L.M.G., C.K.R.)
| | - Reena M Ghosh
- From the Diagnostic Cardiovascular Imaging Laboratory, Department of Radiological Sciences (K.L.N., T.Y., A.B., P.H., J.P.F.), and Division of Cardiology (K.L.N.), David Geffen School of Medicine at UCLA, 300 Medical Plaza, B119, Los Angeles, CA 90095; VA Greater Los Angeles Healthcare System, Los Angeles, Calif (K.L.N.); Division of Cardiology, Children's Hospital of Philadelphia, Philadelphia, Pa (R.M.G., M.A.F., K.K.W.); Department of Medical Imaging, Ann & Robert H. Lurie Children's Hospital, Chicago, Ill (L.M.G., C.K.R.); and Department of Radiology, Northwestern University Feinberg School of Medicine, Chicago, Ill (L.M.G., C.K.R.)
| | - Lindsay M Griffin
- From the Diagnostic Cardiovascular Imaging Laboratory, Department of Radiological Sciences (K.L.N., T.Y., A.B., P.H., J.P.F.), and Division of Cardiology (K.L.N.), David Geffen School of Medicine at UCLA, 300 Medical Plaza, B119, Los Angeles, CA 90095; VA Greater Los Angeles Healthcare System, Los Angeles, Calif (K.L.N.); Division of Cardiology, Children's Hospital of Philadelphia, Philadelphia, Pa (R.M.G., M.A.F., K.K.W.); Department of Medical Imaging, Ann & Robert H. Lurie Children's Hospital, Chicago, Ill (L.M.G., C.K.R.); and Department of Radiology, Northwestern University Feinberg School of Medicine, Chicago, Ill (L.M.G., C.K.R.)
| | - Takegawa Yoshida
- From the Diagnostic Cardiovascular Imaging Laboratory, Department of Radiological Sciences (K.L.N., T.Y., A.B., P.H., J.P.F.), and Division of Cardiology (K.L.N.), David Geffen School of Medicine at UCLA, 300 Medical Plaza, B119, Los Angeles, CA 90095; VA Greater Los Angeles Healthcare System, Los Angeles, Calif (K.L.N.); Division of Cardiology, Children's Hospital of Philadelphia, Philadelphia, Pa (R.M.G., M.A.F., K.K.W.); Department of Medical Imaging, Ann & Robert H. Lurie Children's Hospital, Chicago, Ill (L.M.G., C.K.R.); and Department of Radiology, Northwestern University Feinberg School of Medicine, Chicago, Ill (L.M.G., C.K.R.)
| | - Arash Bedayat
- From the Diagnostic Cardiovascular Imaging Laboratory, Department of Radiological Sciences (K.L.N., T.Y., A.B., P.H., J.P.F.), and Division of Cardiology (K.L.N.), David Geffen School of Medicine at UCLA, 300 Medical Plaza, B119, Los Angeles, CA 90095; VA Greater Los Angeles Healthcare System, Los Angeles, Calif (K.L.N.); Division of Cardiology, Children's Hospital of Philadelphia, Philadelphia, Pa (R.M.G., M.A.F., K.K.W.); Department of Medical Imaging, Ann & Robert H. Lurie Children's Hospital, Chicago, Ill (L.M.G., C.K.R.); and Department of Radiology, Northwestern University Feinberg School of Medicine, Chicago, Ill (L.M.G., C.K.R.)
| | - Cynthia K Rigsby
- From the Diagnostic Cardiovascular Imaging Laboratory, Department of Radiological Sciences (K.L.N., T.Y., A.B., P.H., J.P.F.), and Division of Cardiology (K.L.N.), David Geffen School of Medicine at UCLA, 300 Medical Plaza, B119, Los Angeles, CA 90095; VA Greater Los Angeles Healthcare System, Los Angeles, Calif (K.L.N.); Division of Cardiology, Children's Hospital of Philadelphia, Philadelphia, Pa (R.M.G., M.A.F., K.K.W.); Department of Medical Imaging, Ann & Robert H. Lurie Children's Hospital, Chicago, Ill (L.M.G., C.K.R.); and Department of Radiology, Northwestern University Feinberg School of Medicine, Chicago, Ill (L.M.G., C.K.R.)
| | - Mark A Fogel
- From the Diagnostic Cardiovascular Imaging Laboratory, Department of Radiological Sciences (K.L.N., T.Y., A.B., P.H., J.P.F.), and Division of Cardiology (K.L.N.), David Geffen School of Medicine at UCLA, 300 Medical Plaza, B119, Los Angeles, CA 90095; VA Greater Los Angeles Healthcare System, Los Angeles, Calif (K.L.N.); Division of Cardiology, Children's Hospital of Philadelphia, Philadelphia, Pa (R.M.G., M.A.F., K.K.W.); Department of Medical Imaging, Ann & Robert H. Lurie Children's Hospital, Chicago, Ill (L.M.G., C.K.R.); and Department of Radiology, Northwestern University Feinberg School of Medicine, Chicago, Ill (L.M.G., C.K.R.)
| | - Kevin K Whitehead
- From the Diagnostic Cardiovascular Imaging Laboratory, Department of Radiological Sciences (K.L.N., T.Y., A.B., P.H., J.P.F.), and Division of Cardiology (K.L.N.), David Geffen School of Medicine at UCLA, 300 Medical Plaza, B119, Los Angeles, CA 90095; VA Greater Los Angeles Healthcare System, Los Angeles, Calif (K.L.N.); Division of Cardiology, Children's Hospital of Philadelphia, Philadelphia, Pa (R.M.G., M.A.F., K.K.W.); Department of Medical Imaging, Ann & Robert H. Lurie Children's Hospital, Chicago, Ill (L.M.G., C.K.R.); and Department of Radiology, Northwestern University Feinberg School of Medicine, Chicago, Ill (L.M.G., C.K.R.)
| | - Peng Hu
- From the Diagnostic Cardiovascular Imaging Laboratory, Department of Radiological Sciences (K.L.N., T.Y., A.B., P.H., J.P.F.), and Division of Cardiology (K.L.N.), David Geffen School of Medicine at UCLA, 300 Medical Plaza, B119, Los Angeles, CA 90095; VA Greater Los Angeles Healthcare System, Los Angeles, Calif (K.L.N.); Division of Cardiology, Children's Hospital of Philadelphia, Philadelphia, Pa (R.M.G., M.A.F., K.K.W.); Department of Medical Imaging, Ann & Robert H. Lurie Children's Hospital, Chicago, Ill (L.M.G., C.K.R.); and Department of Radiology, Northwestern University Feinberg School of Medicine, Chicago, Ill (L.M.G., C.K.R.)
| | - J Paul Finn
- From the Diagnostic Cardiovascular Imaging Laboratory, Department of Radiological Sciences (K.L.N., T.Y., A.B., P.H., J.P.F.), and Division of Cardiology (K.L.N.), David Geffen School of Medicine at UCLA, 300 Medical Plaza, B119, Los Angeles, CA 90095; VA Greater Los Angeles Healthcare System, Los Angeles, Calif (K.L.N.); Division of Cardiology, Children's Hospital of Philadelphia, Philadelphia, Pa (R.M.G., M.A.F., K.K.W.); Department of Medical Imaging, Ann & Robert H. Lurie Children's Hospital, Chicago, Ill (L.M.G., C.K.R.); and Department of Radiology, Northwestern University Feinberg School of Medicine, Chicago, Ill (L.M.G., C.K.R.)
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De Oliveira Nunes M, Witt DR, Casey SA, Rigsby CK, Hlavacek AM, Chowdhury SM, Nicol ED, Semple T, Lesser JR, Han BK. Radiation Exposure of Dual-Source Cardiovascular Computed Tomography in Patients With Congenital Heart Disease. JACC Cardiovasc Imaging 2021; 14:698-700. [PMID: 33221221 PMCID: PMC7986899 DOI: 10.1016/j.jcmg.2020.09.020] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/14/2020] [Revised: 08/31/2020] [Accepted: 09/02/2020] [Indexed: 12/19/2022]
Affiliation(s)
| | - Dawn R. Witt
- Minneapolis Heart Institute Foundation, 920 East 28th Street, Minneapolis, Minnesota 55407, USA
| | - Susan A. Casey
- Minneapolis Heart Institute Foundation, 920 East 28th Street, Minneapolis, Minnesota 55407, USA
| | - Cynthia K. Rigsby
- Minneapolis Heart Institute Foundation, 920 East 28th Street, Minneapolis, Minnesota 55407, USA
| | - Anthony M. Hlavacek
- Minneapolis Heart Institute Foundation, 920 East 28th Street, Minneapolis, Minnesota 55407, USA
| | - Shahryar M. Chowdhury
- Minneapolis Heart Institute Foundation, 920 East 28th Street, Minneapolis, Minnesota 55407, USA
| | - Edward D. Nicol
- Minneapolis Heart Institute Foundation, 920 East 28th Street, Minneapolis, Minnesota 55407, USA
| | - Thomas Semple
- Minneapolis Heart Institute Foundation, 920 East 28th Street, Minneapolis, Minnesota 55407, USA
| | - John R. Lesser
- Minneapolis Heart Institute Foundation, 920 East 28th Street, Minneapolis, Minnesota 55407, USA
| | - B. Kelly Han
- Minneapolis Heart Institute Foundation, 920 East 28th Street, Minneapolis, Minnesota 55407, USA
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Stephens EH, Eltayeb O, Kennedy C, Rigsby CK, Rastatter JC, Carr MR, Mongé MC, Backer CL. Influence of Fetal Diagnosis on Management of Vascular Rings. Ann Thorac Surg 2021; 113:630-636. [PMID: 33524348 DOI: 10.1016/j.athoracsur.2021.01.025] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [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] [Received: 07/10/2020] [Revised: 12/12/2020] [Accepted: 01/12/2021] [Indexed: 11/29/2022]
Abstract
BACKGROUND There has been an increasing frequency of fetal diagnosis of vascular rings. We compared management strategies and outcomes of infants with fetal diagnosis to those with postnatal diagnosis to inform recommendations regarding optimal management. METHODS Retrospective review was performed of vascular ring operations from 1/2000 to 6/2019. Standard demographic data (preoperative clinical status, timing of diagnosis, cross-sectional imaging, operative and perioperative details, and clinical outcomes) were collected. Statistical analysis was performed to compare characteristics and outcomes of fetal versus postnatal diagnosis. RESULTS There were 190 patients, with 15% (n=29) diagnosed prenatally. Anatomic variants were: double aortic arch (n=66, 14 fetal diagnosis), right aortic arch, aberrant left subclavian artery (n=94, 12 fetal diagnosis), circumflex aorta (n=7, 1 fetal diagnosis), and pulmonary artery sling (n=19, 2 fetal diagnoses). Increasing frequency of fetal diagnosis was noted in the past 10 years. In 2012 1/9 (11%) patients had a fetal diagnosis, in 2018 8/11 (72%) had a fetal diagnosis (p<0.001). Patients with a fetal diagnosis were significantly younger at the time of surgery (13.1 months [20.6] vs. 24.0 months [87.0], p=0.029). There was no difference in postoperative complications or length-of-stay (3 days [1] for fetal diagnosis vs. 4 days [3] for postnatal diagnosis, p=0.50). CONCLUSIONS Fetal diagnosis leads to the potential for expectant management of vascular ring patients. This has resulted in earlier time of intervention with no increase in postoperative morbidity. This may lead to improved long-term outcomes and potentially alter the natural history for these children.
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Affiliation(s)
| | - Osama Eltayeb
- Divisions of Cardiovascular-Thoracic Surgery, Medical Imaging; Divisions of Cardiovascular-Thoracic Surgery, Departments of Radiology
| | - Clare Kennedy
- Divisions of Cardiovascular-Thoracic Surgery, Medical Imaging
| | - Cynthia K Rigsby
- Divisions of Cardiovascular-Thoracic Surgery, Otorhinolaryngology- Head & Neck Surger; Divisions of Cardiovascular-Thoracic Surgery, Departments of Pediatrics; Divisions of Cardiovascular-Thoracic Surgery, Departments of Otolaryngology
| | - Jeffrey C Rastatter
- Divisions of Cardiovascular-Thoracic Surgery, and Cardiology; Northwestern University Feinberg School of Medicine, Chicago, Illinois, and Section of Pediatric Cardiothoracic Surgery
| | - Michael R Carr
- Divisions of Cardiovascular-Thoracic Surgery, Ann & Robert H. Lurie Children's Hospital of Chicago, and Departments of Surgery; Divisions of Cardiovascular-Thoracic Surgery, Departments of Otolaryngology
| | - Michael C Mongé
- Divisions of Cardiovascular-Thoracic Surgery, Medical Imaging; Divisions of Cardiovascular-Thoracic Surgery, Departments of Radiology
| | - Carl L Backer
- UK HealthCare Kentucky Children's Hospital, Lexington, Kentucky; and Department of Cardiothoracic Surgery, Heart Institute, Cincinnati Children's Hospital Medical Center, Cincinnati, Ohio.
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Alazraki AL, Rigsby CK, Iyer RS, Bardo DME, Brown BP, Chan SS, Chandra T, Dietrich A, Falcone RA, Garber MD, Gill AE, Levin TL, Moore MM, Nguyen JC, Shet NS, Squires JH, Trout AT, Karmazyn B. ACR Appropriateness Criteria® Vomiting in Infants. J Am Coll Radiol 2020; 17:S505-S515. [PMID: 33153561 DOI: 10.1016/j.jacr.2020.09.002] [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] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/27/2020] [Accepted: 09/01/2020] [Indexed: 10/23/2022]
Abstract
Vomiting in infants under the age of 3 months is one of the most common reasons for parents to seek care from their doctor or present to an emergency room. The imaging workup that ensues is dependent on several factors: age at onset, days versus weeks after birth, quality of emesis, bilious or nonbilious vomiting, and the initial findings on plain radiograph, suspected proximal versus distal bowel obstruction. The purpose of these guidelines is to inform the clinician, based on current evidence, what is the next highest yield and most appropriate imaging study to pursue a diagnosis. The goal is rapid and accurate arrival at a plan for treatment, whether surgical or nonsurgical. The following modalities are discussed for each variant of the symptom: plain radiography, fluoroscopic upper gastrointestinal series, fluoroscopic contrast enema, ultrasound of the abdomen, nuclear medicine gastroesophageal reflux scan. The American College of Radiology Appropriateness Criteria are evidence-based guidelines for specific clinical conditions that are reviewed annually by a multidisciplinary expert panel. The guideline development and revision include an extensive analysis of current medical literature from peer reviewed journals and the application of well-established methodologies (RAND/UCLA Appropriateness Method and Grading of Recommendations Assessment, Development, and Evaluation or GRADE) to rate the appropriateness of imaging and treatment procedures for specific clinical scenarios. In those instances where evidence is lacking or equivocal, expert opinion may supplement the available evidence to recommend imaging or treatment.
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Affiliation(s)
- Adina L Alazraki
- Children's Healthcare of Atlanta and Emory University, Atlanta, Georgia.
| | - Cynthia K Rigsby
- Panel Chair, Ann & Robert H. Lurie Children's Hospital of Chicago, Chicago, Illinois
| | - Ramesh S Iyer
- Panel Vice-Chair, Seattle Children's Hospital, Seattle, Washington
| | | | - Brandon P Brown
- Riley Hospital for Children Indiana University, Indianapolis, Indiana
| | | | | | - Ann Dietrich
- Nationwide Children's Hospital, Columbus, Ohio; American College of Emergency Physicians
| | - Richard A Falcone
- Cincinnati Children's Hospital Medical Center, Cincinnati, Ohio; American Pediatric Surgical Association
| | - Matthew D Garber
- University of Florida College of Medicine Jacksonville, Jacksonville, Florida; American Academy of Pediatrics
| | - Anne E Gill
- Children's Healthcare of Atlanta and Emory University, Atlanta, Georgia
| | - Terry L Levin
- The Children's Hospital at Montefiore, Albert Einstein College of Medicine, Bronx, New York
| | - Michael M Moore
- Penn State Health Children's Hospital, Hershey, Pennsylvania
| | - Jie C Nguyen
- Children's Hospital of Philadelphia, Philadelphia, Pennsylvania
| | - Narendra S Shet
- Children's National Health System, Washington, District of Columbia
| | - Judy H Squires
- UPMC Children's Hospital of Pittsburgh, Pittsburgh, Pennsylvania
| | - Andrew T Trout
- Cincinnati Children's Hospital Medical Center, Cincinnati, Ohio
| | - Boaz Karmazyn
- Specialty Chair, Riley Hospital for Children Indiana University, Indianapolis, Indiana
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Brown BP, Simoneaux SF, Dillman JR, Rigsby CK, Iyer RS, Alazraki AL, Bardo DME, Chan SS, Chandra T, Dorfman SR, Garber MD, Moore MM, Nguyen JC, Peters CA, Shet NS, Siegel A, Waseem M, Karmazyn B. ACR Appropriateness Criteria® Antenatal Hydronephrosis-Infant. J Am Coll Radiol 2020; 17:S367-S379. [PMID: 33153550 DOI: 10.1016/j.jacr.2020.09.017] [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] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/25/2020] [Accepted: 09/01/2020] [Indexed: 12/28/2022]
Abstract
Antenatal hydronephrosis is the most frequent urinary tract anomaly detected on prenatal ultrasonography. It occurs approximately twice as often in males as in females. Most antenatal hydronephrosis is transient with little long-term significance, and few children with antenatal hydronephrosis will have significant obstruction, develop symptoms or complications, and require surgery. Some children will be diagnosed with more serious conditions, such as posterior urethral valves. Early detection of obstructive uropathy is necessary to mitigate the potential morbidity from loss of renal function. Imaging is an integral part of screening, diagnosis, and monitoring of children with antenatal hydronephrosis. Optimal timing and appropriate use of imaging can reduce the incidence of late diagnoses and prevent renal scarring and other complications. In general, follow-up neonatal ultrasound is recommended for all cases of antenatal hydronephrosis, while further imaging, including voiding cystourethrography and nuclear scintigraphy, is recommended for moderate or severe cases, or when renal parenchymal or bladder wall abnormalities are suspected. The American College of Radiology Appropriateness Criteria are evidence-based guidelines for specific clinical conditions that are reviewed annually by a multidisciplinary expert panel. The guideline development and revision include an extensive analysis of current medical literature from peer reviewed journals and the application of well-established methodologies (RAND/UCLA Appropriateness Method and Grading of Recommendations Assessment, Development, and Evaluation or GRADE) to rate the appropriateness of imaging and treatment procedures for specific clinical scenarios. In those instances where evidence is lacking or equivocal, expert opinion may supplement the available evidence to recommend imaging or treatment.
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Affiliation(s)
- Brandon P Brown
- Riley Hospital for Children and Indiana University School of Medicine, Indianapolis, Indiana.
| | | | | | - Cynthia K Rigsby
- Panel Chair, Ann & Robert H. Lurie Children's Hospital of Chicago, Chicago, Illinois
| | - Ramesh S Iyer
- Panel Vice-Chair, Seattle Children's Hospital, Seattle, Washington
| | - Adina L Alazraki
- Children's Healthcare of Atlanta and Emory University, Atlanta, Georgia
| | | | | | | | | | - Matthew D Garber
- Wolfson Children's Hospital, Jacksonville, Florida; American Academy of Pediatrics
| | - Michael M Moore
- Penn State Health Children's Hospital, Hershey, Pennsylvania
| | - Jie C Nguyen
- Children's Hospital of Philadelphia, Philadelphia, Pennsylvania
| | - Craig A Peters
- UT Southwestern Medical Center, Dallas, Texas; Society for Pediatric Urology
| | - Narendra S Shet
- Children's National Hospital, Washington, District of Columbia
| | - Alan Siegel
- Dartmouth-Hitchcock Medical Center, Lebanon, New Hampshire
| | - Muhammad Waseem
- Lincoln Medical Center, Bronx, New York; American College of Emergency Physicians
| | - Boaz Karmazyn
- Specialty Chair, Riley Hospital for Children Indiana University, Indianapolis, Indiana
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31
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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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Koberlein GC, Trout AT, Rigsby CK, Iyer RS, Alazraki AL, Anupindi SA, Bardo DME, Brown BP, Chan SS, Chandra T, Dillman JR, Dorfman SR, Falcone RA, Garber MD, Joseph MM, Nguyen JC, Safdar NM, Karmazyn B. ACR Appropriateness Criteria ® Suspected Appendicitis-Child. J Am Coll Radiol 2020; 16:S252-S263. [PMID: 31054752 DOI: 10.1016/j.jacr.2019.02.022] [Citation(s) in RCA: 35] [Impact Index Per Article: 8.8] [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: 01/28/2019] [Accepted: 02/08/2019] [Indexed: 12/29/2022]
Abstract
Acute appendicitis represents the most common abdominal surgical urgency/emergency in children. Imaging remains a central tool in the diagnosis of acute appendicitis and has been shown to facilitate management and decrease the rate of negative appendectomies. The initial consideration for imaging in a child with suspected acute appendicitis is based on clinical assessment, which can be facilitated with published scoring systems. The level of clinical risk (low, intermediate, high) and the clinical scenario (suspicion for complication) define the need for imaging and the optimal imaging modality. In some situations, no imaging is required, while in others ultrasound, CT, or MRI may be appropriate. This review frames the presentation of suspected acute appendicitis in terms of the clinical risk and also discusses the unique situations of the equivocal or nondiagnostic initial ultrasound examination and suspected appendicitis with suspicion for complication (eg, bowel obstruction). The American College of Radiology Appropriateness Criteria are evidence-based guidelines for specific clinical conditions that are reviewed annually by a multidisciplinary expert panel. The guideline development and revision include an extensive analysis of current medical literature from peer reviewed journals and the application of well-established methodologies (RAND/UCLA Appropriateness Method and Grading of Recommendations Assessment, Development, and Evaluation or GRADE) to rate the appropriateness of imaging and treatment procedures for specific clinical scenarios. In those instances where evidence is lacking or equivocal, expert opinion may supplement the available evidence to recommend imaging or treatment.
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Affiliation(s)
| | - George C Koberlein
- Research Author, Cincinnati Children's Hospital Medical Center, Cincinnati, Ohio.
| | - Andrew T Trout
- Cincinnati Children's Hospital Medical Center, Cincinnati, Ohio
| | - Cynthia K Rigsby
- Panel Chair, Ann & Robert H. Lurie Children's Hospital of Chicago, Chicago, Illinois
| | - Ramesh S Iyer
- Panel Vice Chair, Seattle Children's Hospital, Seattle, Washington
| | | | | | | | - Brandon P Brown
- Riley Hospital for Children Indiana University, Indianapolis, Indiana
| | | | | | | | | | - Richard A Falcone
- Cincinnati Children's Hospital Medical Center, Cincinnati, Ohio; American Pediatric Surgical Association
| | - Matthew D Garber
- Wolfson Children's Hospital, Jacksonville, Florida; American Academy of Pediatrics
| | - Madeline M Joseph
- University of Florida College of Medicine Jacksonville, Jacksonville, Florida; American College of Emergency Physicians
| | - Jie C Nguyen
- Children's Hospital of Philadelphia, Philadelphia, Pennsylvania
| | | | - Boaz Karmazyn
- Specialty Chair, Riley Hospital for Children Indiana University, Indianapolis, Indiana
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33
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Stephens EH, Mongé MC, Eltayeb O, Patel A, Webster G, Cornicelli MD, Kennedy C, Popescu AR, Rigsby CK, Backer CL. Evolution and Current Results of a Unified Strategy for Sinus Venosus Surgery. Ann Thorac Surg 2020; 111:980-986. [PMID: 32437676 DOI: 10.1016/j.athoracsur.2020.03.113] [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] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/07/2019] [Revised: 03/19/2020] [Accepted: 03/30/2020] [Indexed: 11/29/2022]
Abstract
BACKGROUND Given recent reports of percutaneous closure of sinus venosus atrial septal defects, we reviewed our experience with surgical repair. Owing to the high incidence of arrhythmias with the two-patch technique, since 2001 we have used either one-patch repairs or the Warden procedure. METHODS A retrospective review was performed of pediatric patients undergoing sinus venosus atrial septal defect repair at our institution from January 1, 1990, to July 1, 2018. Standard demographic data such as echocardiographic and cross-sectional imaging along with operative details and clinical echocardiographic outcomes were collected. RESULTS The cohort included 144 patients with a median age of 4.3 years (interquartile range, 8.5). Inferior SVASD was present in 24 patients (17%). A single autologous untreated pericardial patch was used for 114 patients (79%), a two-patch technique for 20 patients (14%, last performed in 2000), and a Warden procedure in 10 patients (7%). Median length of stay was 4 days (interquartile range, 2). On echocardiogram follow-up, no patient had pulmonary vein stenosis. One patient who had the Warden procedure required a balloon dilation of the superior caval vein 2 years postoperatively and a stent 3 years later. Two-patch patients were substantially less likely to be in normal sinus rhythm (41%) on postoperative electrocardiograms compared with the other two techniques (81% one-patch and 89% Warden, P = .02). CONCLUSIONS The great majority of patients with sinus venosus atrial septal defects can be successfully repaired with a single patch of autologous pericardium. We transitioned to using either a single pericardial patch or the Warden procedure, resulting in a higher frequency of normal sinus rhythm on postoperative electrocardiograms.
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Affiliation(s)
- Elizabeth H Stephens
- Division of Cardiovascular-Thoracic Surgery, Ann & Robert H. Lurie Children's Hospital of Chicago, Chicago, Illinois
| | - Michael C Mongé
- Division of Cardiovascular-Thoracic Surgery, Ann & Robert H. Lurie Children's Hospital of Chicago, Chicago, Illinois; Department of Surgery, Northwestern University Feinberg School of Medicine, Chicago, Illinois
| | - Osama Eltayeb
- Division of Cardiovascular-Thoracic Surgery, Ann & Robert H. Lurie Children's Hospital of Chicago, Chicago, Illinois; Department of Surgery, Northwestern University Feinberg School of Medicine, Chicago, Illinois
| | - Angira Patel
- Division of Cardiology, Ann & Robert H. Lurie Children's Hospital of Chicago, Chicago, Illinois; Department of Pediatrics, Northwestern University Feinberg School of Medicine, Chicago, Illinois
| | - Gregory Webster
- Division of Cardiology, Ann & Robert H. Lurie Children's Hospital of Chicago, Chicago, Illinois; Department of Pediatrics, Northwestern University Feinberg School of Medicine, Chicago, Illinois
| | - Matthew D Cornicelli
- Division of Cardiology, Ann & Robert H. Lurie Children's Hospital of Chicago, Chicago, Illinois
| | - Clare Kennedy
- Division of Cardiovascular-Thoracic Surgery, Ann & Robert H. Lurie Children's Hospital of Chicago, Chicago, Illinois
| | - Andrada R Popescu
- Division of Medical Imaging, Ann & Robert H. Lurie Children's Hospital of Chicago, Chicago, Illinois; Department of Radiology, Northwestern University Feinberg School of Medicine, Chicago, Illinois
| | - Cynthia K Rigsby
- Division of Medical Imaging, Ann & Robert H. Lurie Children's Hospital of Chicago, Chicago, Illinois; Department of Pediatrics, Northwestern University Feinberg School of Medicine, Chicago, Illinois; Department of Radiology, Northwestern University Feinberg School of Medicine, Chicago, Illinois
| | - Carl L Backer
- Division of Cardiovascular-Thoracic Surgery, Ann & Robert H. Lurie Children's Hospital of Chicago, Chicago, Illinois; Department of Surgery, Northwestern University Feinberg School of Medicine, Chicago, Illinois.
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34
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Krishnaraj A, Rigsby CK. Re: “Readability of Spanish-Language Patient Education Materials From RadiologyInfo.org”. J Am Coll Radiol 2020; 17:564-565. [DOI: 10.1016/j.jacr.2020.02.009] [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] [Subscribe] [Scholar Register] [Received: 02/04/2020] [Accepted: 02/12/2020] [Indexed: 11/17/2022]
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35
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Chan SS, Kotecha MK, Rigsby CK, Iyer RS, Alazraki AL, Anupindi SA, Bardo DME, Brown BP, Chandra T, Dorfman SR, Garber MD, Moore MM, Nguyen JC, Shet NS, Siegel A, Valente JH, Karmazyn B. ACR Appropriateness Criteria® Pneumonia in the Immunocompetent Child. J Am Coll Radiol 2020; 17:S215-S225. [PMID: 32370966 DOI: 10.1016/j.jacr.2020.01.033] [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] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/22/2020] [Accepted: 01/25/2020] [Indexed: 12/27/2022]
Abstract
Pneumonia is one of the most common acute infections and the single greatest infectious cause of death in children worldwide. In uncomplicated, community-acquired pneumonia in immunocompetent patients, the diagnosis is clinical and imaging has no role. The first role of imaging is to identify complications associated with pneumonia such as pleural effusion, pulmonary abscess, and bronchopleural fistula. Radiographs are recommended for screening for these complications and ultrasound and CT are recommended for confirmation. The second role of imaging is to identify underlying anatomic conditions that may predispose patients to recurrent pneumonia. CT with intravenously administered contrast is recommended for this evaluation. The American College of Radiology Appropriateness Criteria are evidence-based guidelines for specific clinical conditions that are reviewed annually by a multidisciplinary expert panel. The guideline development and revision include an extensive analysis of current medical literature from peer reviewed journals and the application of well-established methodologies (RAND/UCLA Appropriateness Method and Grading of Recommendations Assessment, Development, and Evaluation or GRADE) to rate the appropriateness of imaging and treatment procedures for specific clinical scenarios. In those instances where evidence is lacking or equivocal, expert opinion may supplement the available evidence to recommend imaging or treatment.
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Affiliation(s)
| | - Manish K Kotecha
- Research Author, Children's Mercy Hospital, Kansas City, Missouri
| | - Cynthia K Rigsby
- Panel Chair, Ann & Robert H. Lurie Children's Hospital of Chicago, Chicago, Illinois
| | - Ramesh S Iyer
- Panel Vice-Chair, Seattle Children's Hospital, Seattle, Washington
| | | | | | | | - Brandon P Brown
- Riley Hospital for Children Indiana University, Indianapolis, Indiana
| | | | | | - Matthew D Garber
- University of Florida College of Medicine Jacksonville, Jacksonville, Florida; American Academy of Pediatrics
| | - Michael M Moore
- Penn State Health Children's Hospital, Hershey, Pennsylvania
| | - Jie C Nguyen
- Children's Hospital of Philadelphia, Philadelphia, Pennsylvania
| | - Narendra S Shet
- Children's National Health System, Washington, District of Columbia
| | - Alan Siegel
- Dartmouth-Hitchcock Medical Center, Lebanon, New Hampshire
| | - Jonathan H Valente
- Alpert Medical School of Brown University, Providence, Rhode Island; American College of Emergency Physicians
| | - Boaz Karmazyn
- Specialty Chair, Riley Hospital for Children Indiana University, Indianapolis, Indiana
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Haji-Valizadeh H, Feng L, Ma LE, Shen D, Block KT, Robinson JD, Markl M, Rigsby CK, Kim D. Highly accelerated, real-time phase-contrast MRI using radial k-space sampling and GROG-GRASP reconstruction: a feasibility study in pediatric patients with congenital heart disease. NMR Biomed 2020; 33:e4240. [PMID: 31977117 PMCID: PMC7165070 DOI: 10.1002/nbm.4240] [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: 08/13/2019] [Revised: 11/04/2019] [Accepted: 11/19/2019] [Indexed: 06/10/2023]
Abstract
Retrospective electrocardiogram-gated, 2D phase-contrast (PC) flow MRI is routinely used in clinical evaluation of valvular/vascular disease in pediatric patients with congenital heart disease (CHD). In patients not requiring general anesthesia, clinical standard PC is conducted with free breathing for several minutes per slice with averaging. In younger patients under general anesthesia, clinical standard PC is conducted with breath-holding. One approach to overcome this limitation is using either navigator gating or self-navigation of respiratory motion, at the expense of lengthening scan times. An alternative approach is using highly accelerated, free-breathing, real-time PC (rt-PC) MRI, which to date has not been evaluated in CHD patients. The purpose of this study was to develop a 38.4-fold accelerated 2D rt-PC pulse sequence using radial k-space sampling and compressed sensing with 1.5 × 1.5 × 6.0 mm3 nominal spatial resolution and 40 ms nominal temporal resolution, and evaluate whether it is capable of accurately measuring flow in 17 pediatric patients (aortic valve, pulmonary valve, right and left pulmonary arteries) compared with clinical standard 2D PC (either breath-hold or free breathing). For clinical translation, we implemented an integrated reconstruction pipeline capable of producing DICOMs of the order of 2 min per time series (46 frames). In terms of association, forward volume, backward volume, regurgitant fraction, and peak velocity at peak systole measured with standard PC and rt-PC were strongly correlated (R2 > 0.76; P < 0.001). Compared with clinical standard PC, in terms of agreement, forward volume (mean difference = 1.4% (3.0% of mean)) and regurgitant fraction (mean difference = -2.5%) were in good agreement, whereas backward volume (mean difference = -1.1 mL (28.2% of mean)) and peak-velocity at peak systole (mean difference = -21.3 cm/s (17.2% of mean)) were underestimated by rt-PC. This study demonstrates that the proposed rt-PC with the said spatial resolution and temporal resolution produces relatively accurate forward volumes and regurgitant fractions but underestimates backward volumes and peak velocities at peak systole in pediatric patients with CHD.
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Affiliation(s)
- Hassan Haji-Valizadeh
- Department of Radiology, Northwestern University Feinberg School of Medicine, Chicago, IL, United States
- Department of Biomedical Engineering, McCormick School of Engineering, Northwestern University, Evanston, IL, United States
| | - Li Feng
- Biomedical Engineering and Imaging Institute, Department of Radiology, Icahn School of Medicine at Mount Sinai, New York, NY, United States
| | - Liliana E. Ma
- Department of Radiology, Northwestern University Feinberg School of Medicine, Chicago, IL, United States
- Department of Biomedical Engineering, McCormick School of Engineering, Northwestern University, Evanston, IL, United States
| | - Daming Shen
- Department of Radiology, Northwestern University Feinberg School of Medicine, Chicago, IL, United States
- Department of Biomedical Engineering, McCormick School of Engineering, Northwestern University, Evanston, IL, United States
| | - Kai Tobias Block
- Department of Radiology, University Hospital Basel, Basel, Switzerland
- Department of Radiology, New York University School of Medicine, New York, NY, United States
| | - Joshua D. Robinson
- Department of Radiology, Northwestern University Feinberg School of Medicine, Chicago, IL, United States
- Department of Pediatrics, Northwestern University Feinberg School of Medicine, Chicago, Illinois, United States
- Division of Cardiology, Ann & Robert H. Lurie Children’s Hospital of Chicago, Chicago, Illinois, United States
| | - Michael Markl
- Department of Radiology, Northwestern University Feinberg School of Medicine, Chicago, IL, United States
- Department of Biomedical Engineering, McCormick School of Engineering, Northwestern University, Evanston, IL, United States
| | - Cynthia K. Rigsby
- Department of Radiology, Northwestern University Feinberg School of Medicine, Chicago, IL, United States
- Department of Pediatrics, Northwestern University Feinberg School of Medicine, Chicago, Illinois, United States
- Department of Medical Imaging, Ann & Robert H. Lurie Children’s Hospital of Chicago, Chicago, Illinois, United States
| | - Daniel Kim
- Department of Radiology, Northwestern University Feinberg School of Medicine, Chicago, IL, United States
- Department of Biomedical Engineering, McCormick School of Engineering, Northwestern University, Evanston, IL, United States
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Berhane H, Scott M, Elbaz M, Jarvis K, McCarthy P, Carr J, Malaisrie C, Avery R, Barker AJ, Robinson JD, Rigsby CK, Markl M. Fully automated 3D aortic segmentation of 4D flow MRI for hemodynamic analysis using deep learning. Magn Reson Med 2020; 84:2204-2218. [PMID: 32167203 DOI: 10.1002/mrm.28257] [Citation(s) in RCA: 74] [Impact Index Per Article: 18.5] [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: 09/30/2019] [Revised: 02/18/2020] [Accepted: 02/24/2020] [Indexed: 12/18/2022]
Abstract
PURPOSE To generate fully automated and fast 4D-flow MRI-based 3D segmentations of the aorta using deep learning for reproducible quantification of aortic flow, peak velocity, and dimensions. METHODS A total of 1018 subjects with aortic 4D-flow MRI (528 with bicuspid aortic valve, 376 with tricuspid aortic valve and aortic dilation, 114 healthy controls) comprised the data set. A convolutional neural network was trained to generate 3D aortic segmentations from 4D-flow data. Manual segmentations served as the ground truth (N = 499 training, N = 101 validation, N = 418 testing). Dice scores, Hausdorff distance, and average symmetrical surface distance were calculated to assess performance. Aortic flow, peak velocity, and lumen dimensions were quantified at the ascending, arch, and descending aorta and compared using Bland-Altman analysis. Interobserver variability of manual analysis was assessed on a subset of 40. RESULTS Convolutional neural network segmentation required 0.438 ± 0.355 seconds versus 630 ± 254 seconds for manual analysis and demonstrated excellent performance with a median Dice score of 0.951 (0.930-0.966), Hausdorff distance of 2.80 (2.13-4.35), and average symmetrical surface distance of 0.176 (0.119-0.290). Excellent agreement was found for flow, peak velocity, and dimensions with low bias and limits of agreement less than 10% difference versus manual analysis. For aortic volume, limits of agreement were moderate within 16.3%. Interobserver variability (median Dice score: 0.950; Hausdorff distance: 2.45; and average symmetrical surface distance: 0.145) and convolutional neural network-based analysis (median Dice score: 0.953-0.959; Hausdorff distance: 2.24-2.91; and average symmetrical surface distance: 0.145-1.98 to observers) demonstrated similar reproducibility. CONCLUSIONS Deep learning enabled fast and automated 3D aortic segmentation from 4D-flow MRI, demonstrating its potential for efficient clinical workflows. Future studies should investigate its utility for other vasculature and multivendor applications.
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Affiliation(s)
- Haben Berhane
- Department of Medical Imaging, Ann & Robert H. Lurie Children's Hospital of Chicago, Chicago, Illinois
| | - Michael Scott
- Department of Biomedical Engineering, Northwestern University, Chicago, Illinois.,Department of Radiology, Northwestern University, Chicago, Illinois
| | - Mohammed Elbaz
- Department of Biomedical Engineering, Northwestern University, Chicago, Illinois.,Department of Radiology, Northwestern University, Chicago, Illinois
| | - Kelly Jarvis
- Department of Radiology, Northwestern University, Chicago, Illinois
| | - Patrick McCarthy
- Divison of Cardiac Surgery, Northwestern University, Chicago, Illinois
| | - James Carr
- Department of Biomedical Engineering, Northwestern University, Chicago, Illinois
| | - Chris Malaisrie
- Department of Radiology, Northwestern University, Chicago, Illinois
| | - Ryan Avery
- Department of Radiology, Northwestern University, Chicago, Illinois
| | - Alex J Barker
- Anschutz Medical Campus, University of Colorado, Aurora, Colorado
| | - Joshua D Robinson
- Department of Medical Imaging, Ann & Robert H. Lurie Children's Hospital of Chicago, Chicago, Illinois
| | - Cynthia K Rigsby
- Department of Medical Imaging, Ann & Robert H. Lurie Children's Hospital of Chicago, Chicago, Illinois
| | - Michael Markl
- Department of Biomedical Engineering, Northwestern University, Chicago, Illinois.,Department of Radiology, Northwestern University, Chicago, Illinois
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Stefek HA, Lin KH, Rigsby CK, Michelena HI, Aouad P, Barker AJ, Robinson JD. Eccentric Enlargement of the Aortic Sinuses in Pediatric and Adult Patients with Bicuspid Aortic Valves: A Cardiac MRI Study. Pediatr Cardiol 2020; 41:350-360. [PMID: 31858201 DOI: 10.1007/s00246-019-02264-3] [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] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/09/2019] [Accepted: 12/07/2019] [Indexed: 01/22/2023]
Abstract
Aortic root size and cusp fusion pattern have been related to disease outcomes in bicuspid aortic valve (BAV). This study seeks to characterize symmetry of the aortic sinuses in adult and pediatric BAV patients and its relationship to valvulopathy and root aortopathy. Aortic sinus-to-commissure (S-C) lengths were measured on cardiac MRI of adult and pediatric BAV patients with right-and-left coronary (RL) or right-and-non-coronary (RN) leaflet fusion and tricuspid aortic valve (TAV) controls. Coefficient of variance (CoV) of S-C lengths was calculated to quantify sinus asymmetry, or eccentricity. BAV cohort included 149 adults (48 ± 15 years) and 51 children (15 ± 5 years). TAV cohort included 40 adults (60 ± 13 years) and 20 children (15 ± 5 years). In adult and pediatric BAV patients, the non-fused aortic sinus was larger than either fused sinus. In RL fusion, the non-coronary S-C distance was larger than right or left S-C distances in adults (n = 121, p < 0.001) and larger than the right S-C distance in children (n = 41, p = 0.013). Sinus eccentricity (CoV) in BAV patients was higher than in TAV patients (p < 0.001) and did not correlate with age (p = 0.12). CoV trended higher in RL adults with aortic regurgitation (AR) compared to those without AR (p = 0.081), but was lower in RN adults with AR than without AR (p = 0.006). CoV did not correlate to root Z scores (p = 0.06-0.55) or ascending aortic (AAo) Z scores in adults (p = 0.45-0.55) but correlated negatively to AAo Z score in children (p = 0.005-0.03). Most adult and pediatric BAV patients with RL and RN leaflet fusion demonstrate eccentric dominance of the non-fused aortic sinus irrespective of age. The degree of eccentricity varies with valve dysfunction and BAV phenotype but does not relate to the degree of aortic root dilatation, nor does eccentricity correlate with ascending aorta dilatation in adults.
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Affiliation(s)
- Heather A Stefek
- Department of Radiology, Northwestern University Feinberg School of Medicine, Chicago, IL, USA. .,Department of Medical Imaging, Ann & Robert H Lurie Children's Hospital of Chicago, Chicago, IL, USA.
| | - Kevin H Lin
- Department of Radiology, Northwestern University Feinberg School of Medicine, Chicago, IL, USA.,Department of Medical Imaging, Ann & Robert H Lurie Children's Hospital of Chicago, Chicago, IL, USA
| | - Cynthia K Rigsby
- Department of Radiology, Northwestern University Feinberg School of Medicine, Chicago, IL, USA.,Department of Medical Imaging, Ann & Robert H Lurie Children's Hospital of Chicago, Chicago, IL, USA
| | | | - Pascale Aouad
- Department of Radiology, Northwestern University Feinberg School of Medicine, Chicago, IL, USA
| | - Alex J Barker
- Department of Radiology, University of Colorado, Aurora, CO, USA
| | - Joshua D Robinson
- Department of Medical Imaging, Ann & Robert H Lurie Children's Hospital of Chicago, Chicago, IL, USA.,Department of Pediatrics, Ann & Robert H Lurie Children's Hospital of Chicago, Chicago, IL, USA
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Stephens EH, Eltayeb O, Mongé MC, Forbess JM, Rastatter JC, Rigsby CK, Backer CL. Pediatric Tracheal Surgery: A 25-Year Review of Slide Tracheoplasty and Tracheal Resection. Ann Thorac Surg 2020; 109:148-153. [DOI: 10.1016/j.athoracsur.2019.06.042] [Citation(s) in RCA: 13] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/25/2019] [Revised: 05/17/2019] [Accepted: 06/07/2019] [Indexed: 10/26/2022]
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Nguyen KL, Yoshida T, Kathuria-Prakash N, Zaki IH, Varallyay CG, Semple SI, Saouaf R, Rigsby CK, Stoumpos S, Whitehead KK, Griffin LM, Saloner D, Hope MD, Prince MR, Fogel MA, Schiebler ML, Roditi GH, Radjenovic A, Newby DE, Neuwelt EA, Bashir MR, Hu P, Finn JP. Multicenter Safety and Practice for Off-Label Diagnostic Use of Ferumoxytol in MRI. Radiology 2019; 293:554-564. [PMID: 31638489 PMCID: PMC6884068 DOI: 10.1148/radiol.2019190477] [Citation(s) in RCA: 63] [Impact Index Per Article: 12.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/11/2019] [Revised: 08/01/2019] [Accepted: 08/26/2019] [Indexed: 01/29/2023]
Abstract
Background Ferumoxytol is approved for use in the treatment of iron deficiency anemia, but it can serve as an alternative to gadolinium-based contrast agents. On the basis of postmarketing surveillance data, the Food and Drug Administration issued a black box warning regarding the risks of rare but serious acute hypersensitivity reactions during fast high-dose injection (510 mg iron in 17 seconds) for therapeutic use. Whereas single-center safety data for diagnostic use have been positive, multicenter data are lacking. Purpose To report multicenter safety data for off-label diagnostic ferumoxytol use. Materials and Methods The multicenter ferumoxytol MRI registry was established as an open-label nonrandomized surveillance databank without industry involvement. Each center monitored all ferumoxytol administrations, classified adverse events (AEs) using the National Cancer Institute Common Terminology Criteria for Adverse Events (grade 1-5), and assessed the relationship of AEs to ferumoxytol administration. AEs related to or possibly related to ferumoxytol injection were considered adverse reactions. The core laboratory adjudicated the AEs and classified them with the American College of Radiology (ACR) classification. Analysis of variance was used to compare vital signs. Results Between January 2003 and October 2018, 3215 patients (median age, 58 years; range, 1 day to 96 years; 1897 male patients) received 4240 ferumoxytol injections for MRI. Ferumoxytol dose ranged from 1 to 11 mg per kilogram of body weight (≤510 mg iron; rate ≤45 mg iron/sec). There were no systematic changes in vital signs after ferumoxytol administration (P > .05). No severe, life-threatening, or fatal AEs occurred. Eighty-three (1.9%) of 4240 AEs were related or possibly related to ferumoxytol infusions (75 mild [1.8%], eight moderate [0.2%]). Thirty-one AEs were classified as allergiclike reactions using ACR criteria but were consistent with minor infusion reactions observed with parenteral iron. Conclusion Diagnostic ferumoxytol use was well tolerated, associated with no serious adverse events, and implicated in few adverse reactions. Registry results indicate a positive safety profile for ferumoxytol use in MRI. © RSNA, 2019 Online supplemental material is available for this article.
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Affiliation(s)
- Kim-Lien Nguyen
- From the Diagnostic Cardiovascular Imaging Research Laboratory, Department of Radiological Sciences, David Geffen School of Medicine at UCLA, 300 Medical Plaza, Suite B119, Los Angeles, CA 90095 (K.L.N., T.Y., P.H., J.P.F.); Division of Cardiology, David Geffen School of Medicine at UCLA and VA Greater Los Angeles Healthcare System, Los Angeles, Calif (K.L.N., N.K.); Department of Radiology (I.H.Z., M.R.B.), Center for Advanced Magnetic Resonance Development (I.H.Z., M.R.B.), and Division of Gastroenterology, Department of Medicine (M.R.B.), Duke University Medical Center, Durham, NC; Department of Diagnostic Radiology and Neurology, Oregon Health Sciences University, Portland, Ore (C.G.V.); British Heart Foundation Centre for Cardiovascular Science, University of Edinburgh, Edinburgh, Scotland (S.I.S., D.E.N.); Department of Imaging, Cedars-Sinai Medical Center, Los Angeles, Calif (R.S.); Department of Medical Imaging, Ann & Robert H. Lurie Children’s Hospital of Chicago, Chicago, Ill (C.K.R., L.M.G.); Department of Radiology, Northwestern University Feinberg School of Medicine, Chicago, Ill (C.K.R., L.M.G.); Institute of Cardiovascular and Medical Sciences, University of Glasgow, Scotland (S.S., A.R.); Division of Cardiology, Department of Pediatrics and Radiology, Children’s Hospital of Philadelphia, Philadelphia, Pa (K.K.W., M.A.F.); Department of Radiology, University of Wisconsin, Madison, Wis (L.M.G., M.L.S.); Department of Radiology, University of California, San Francisco and VA San Francisco Healthcare System, San Francisco, Calif (D.S., M.D.H.); Department of Radiology, Weill Medical College of Cornell University, New York, NY (M.R.P.); Department of Radiology, NHS Greater Glasgow and Clyde, and Institute of Cardiovascular and Medical Sciences, University of Glasgow, Glasgow, Scotland (G.H.R.); and Department of Neurology and Neurosurgery, Oregon Health Sciences University and VA Portland Healthcare System, Portland, Ore (E.A.N.)
| | - Takegawa Yoshida
- From the Diagnostic Cardiovascular Imaging Research Laboratory, Department of Radiological Sciences, David Geffen School of Medicine at UCLA, 300 Medical Plaza, Suite B119, Los Angeles, CA 90095 (K.L.N., T.Y., P.H., J.P.F.); Division of Cardiology, David Geffen School of Medicine at UCLA and VA Greater Los Angeles Healthcare System, Los Angeles, Calif (K.L.N., N.K.); Department of Radiology (I.H.Z., M.R.B.), Center for Advanced Magnetic Resonance Development (I.H.Z., M.R.B.), and Division of Gastroenterology, Department of Medicine (M.R.B.), Duke University Medical Center, Durham, NC; Department of Diagnostic Radiology and Neurology, Oregon Health Sciences University, Portland, Ore (C.G.V.); British Heart Foundation Centre for Cardiovascular Science, University of Edinburgh, Edinburgh, Scotland (S.I.S., D.E.N.); Department of Imaging, Cedars-Sinai Medical Center, Los Angeles, Calif (R.S.); Department of Medical Imaging, Ann & Robert H. Lurie Children’s Hospital of Chicago, Chicago, Ill (C.K.R., L.M.G.); Department of Radiology, Northwestern University Feinberg School of Medicine, Chicago, Ill (C.K.R., L.M.G.); Institute of Cardiovascular and Medical Sciences, University of Glasgow, Scotland (S.S., A.R.); Division of Cardiology, Department of Pediatrics and Radiology, Children’s Hospital of Philadelphia, Philadelphia, Pa (K.K.W., M.A.F.); Department of Radiology, University of Wisconsin, Madison, Wis (L.M.G., M.L.S.); Department of Radiology, University of California, San Francisco and VA San Francisco Healthcare System, San Francisco, Calif (D.S., M.D.H.); Department of Radiology, Weill Medical College of Cornell University, New York, NY (M.R.P.); Department of Radiology, NHS Greater Glasgow and Clyde, and Institute of Cardiovascular and Medical Sciences, University of Glasgow, Glasgow, Scotland (G.H.R.); and Department of Neurology and Neurosurgery, Oregon Health Sciences University and VA Portland Healthcare System, Portland, Ore (E.A.N.)
| | - Nikhita Kathuria-Prakash
- From the Diagnostic Cardiovascular Imaging Research Laboratory, Department of Radiological Sciences, David Geffen School of Medicine at UCLA, 300 Medical Plaza, Suite B119, Los Angeles, CA 90095 (K.L.N., T.Y., P.H., J.P.F.); Division of Cardiology, David Geffen School of Medicine at UCLA and VA Greater Los Angeles Healthcare System, Los Angeles, Calif (K.L.N., N.K.); Department of Radiology (I.H.Z., M.R.B.), Center for Advanced Magnetic Resonance Development (I.H.Z., M.R.B.), and Division of Gastroenterology, Department of Medicine (M.R.B.), Duke University Medical Center, Durham, NC; Department of Diagnostic Radiology and Neurology, Oregon Health Sciences University, Portland, Ore (C.G.V.); British Heart Foundation Centre for Cardiovascular Science, University of Edinburgh, Edinburgh, Scotland (S.I.S., D.E.N.); Department of Imaging, Cedars-Sinai Medical Center, Los Angeles, Calif (R.S.); Department of Medical Imaging, Ann & Robert H. Lurie Children’s Hospital of Chicago, Chicago, Ill (C.K.R., L.M.G.); Department of Radiology, Northwestern University Feinberg School of Medicine, Chicago, Ill (C.K.R., L.M.G.); Institute of Cardiovascular and Medical Sciences, University of Glasgow, Scotland (S.S., A.R.); Division of Cardiology, Department of Pediatrics and Radiology, Children’s Hospital of Philadelphia, Philadelphia, Pa (K.K.W., M.A.F.); Department of Radiology, University of Wisconsin, Madison, Wis (L.M.G., M.L.S.); Department of Radiology, University of California, San Francisco and VA San Francisco Healthcare System, San Francisco, Calif (D.S., M.D.H.); Department of Radiology, Weill Medical College of Cornell University, New York, NY (M.R.P.); Department of Radiology, NHS Greater Glasgow and Clyde, and Institute of Cardiovascular and Medical Sciences, University of Glasgow, Glasgow, Scotland (G.H.R.); and Department of Neurology and Neurosurgery, Oregon Health Sciences University and VA Portland Healthcare System, Portland, Ore (E.A.N.)
| | - Islam H. Zaki
- From the Diagnostic Cardiovascular Imaging Research Laboratory, Department of Radiological Sciences, David Geffen School of Medicine at UCLA, 300 Medical Plaza, Suite B119, Los Angeles, CA 90095 (K.L.N., T.Y., P.H., J.P.F.); Division of Cardiology, David Geffen School of Medicine at UCLA and VA Greater Los Angeles Healthcare System, Los Angeles, Calif (K.L.N., N.K.); Department of Radiology (I.H.Z., M.R.B.), Center for Advanced Magnetic Resonance Development (I.H.Z., M.R.B.), and Division of Gastroenterology, Department of Medicine (M.R.B.), Duke University Medical Center, Durham, NC; Department of Diagnostic Radiology and Neurology, Oregon Health Sciences University, Portland, Ore (C.G.V.); British Heart Foundation Centre for Cardiovascular Science, University of Edinburgh, Edinburgh, Scotland (S.I.S., D.E.N.); Department of Imaging, Cedars-Sinai Medical Center, Los Angeles, Calif (R.S.); Department of Medical Imaging, Ann & Robert H. Lurie Children’s Hospital of Chicago, Chicago, Ill (C.K.R., L.M.G.); Department of Radiology, Northwestern University Feinberg School of Medicine, Chicago, Ill (C.K.R., L.M.G.); Institute of Cardiovascular and Medical Sciences, University of Glasgow, Scotland (S.S., A.R.); Division of Cardiology, Department of Pediatrics and Radiology, Children’s Hospital of Philadelphia, Philadelphia, Pa (K.K.W., M.A.F.); Department of Radiology, University of Wisconsin, Madison, Wis (L.M.G., M.L.S.); Department of Radiology, University of California, San Francisco and VA San Francisco Healthcare System, San Francisco, Calif (D.S., M.D.H.); Department of Radiology, Weill Medical College of Cornell University, New York, NY (M.R.P.); Department of Radiology, NHS Greater Glasgow and Clyde, and Institute of Cardiovascular and Medical Sciences, University of Glasgow, Glasgow, Scotland (G.H.R.); and Department of Neurology and Neurosurgery, Oregon Health Sciences University and VA Portland Healthcare System, Portland, Ore (E.A.N.)
| | - Csanad G. Varallyay
- From the Diagnostic Cardiovascular Imaging Research Laboratory, Department of Radiological Sciences, David Geffen School of Medicine at UCLA, 300 Medical Plaza, Suite B119, Los Angeles, CA 90095 (K.L.N., T.Y., P.H., J.P.F.); Division of Cardiology, David Geffen School of Medicine at UCLA and VA Greater Los Angeles Healthcare System, Los Angeles, Calif (K.L.N., N.K.); Department of Radiology (I.H.Z., M.R.B.), Center for Advanced Magnetic Resonance Development (I.H.Z., M.R.B.), and Division of Gastroenterology, Department of Medicine (M.R.B.), Duke University Medical Center, Durham, NC; Department of Diagnostic Radiology and Neurology, Oregon Health Sciences University, Portland, Ore (C.G.V.); British Heart Foundation Centre for Cardiovascular Science, University of Edinburgh, Edinburgh, Scotland (S.I.S., D.E.N.); Department of Imaging, Cedars-Sinai Medical Center, Los Angeles, Calif (R.S.); Department of Medical Imaging, Ann & Robert H. Lurie Children’s Hospital of Chicago, Chicago, Ill (C.K.R., L.M.G.); Department of Radiology, Northwestern University Feinberg School of Medicine, Chicago, Ill (C.K.R., L.M.G.); Institute of Cardiovascular and Medical Sciences, University of Glasgow, Scotland (S.S., A.R.); Division of Cardiology, Department of Pediatrics and Radiology, Children’s Hospital of Philadelphia, Philadelphia, Pa (K.K.W., M.A.F.); Department of Radiology, University of Wisconsin, Madison, Wis (L.M.G., M.L.S.); Department of Radiology, University of California, San Francisco and VA San Francisco Healthcare System, San Francisco, Calif (D.S., M.D.H.); Department of Radiology, Weill Medical College of Cornell University, New York, NY (M.R.P.); Department of Radiology, NHS Greater Glasgow and Clyde, and Institute of Cardiovascular and Medical Sciences, University of Glasgow, Glasgow, Scotland (G.H.R.); and Department of Neurology and Neurosurgery, Oregon Health Sciences University and VA Portland Healthcare System, Portland, Ore (E.A.N.)
| | - Scott I. Semple
- From the Diagnostic Cardiovascular Imaging Research Laboratory, Department of Radiological Sciences, David Geffen School of Medicine at UCLA, 300 Medical Plaza, Suite B119, Los Angeles, CA 90095 (K.L.N., T.Y., P.H., J.P.F.); Division of Cardiology, David Geffen School of Medicine at UCLA and VA Greater Los Angeles Healthcare System, Los Angeles, Calif (K.L.N., N.K.); Department of Radiology (I.H.Z., M.R.B.), Center for Advanced Magnetic Resonance Development (I.H.Z., M.R.B.), and Division of Gastroenterology, Department of Medicine (M.R.B.), Duke University Medical Center, Durham, NC; Department of Diagnostic Radiology and Neurology, Oregon Health Sciences University, Portland, Ore (C.G.V.); British Heart Foundation Centre for Cardiovascular Science, University of Edinburgh, Edinburgh, Scotland (S.I.S., D.E.N.); Department of Imaging, Cedars-Sinai Medical Center, Los Angeles, Calif (R.S.); Department of Medical Imaging, Ann & Robert H. Lurie Children’s Hospital of Chicago, Chicago, Ill (C.K.R., L.M.G.); Department of Radiology, Northwestern University Feinberg School of Medicine, Chicago, Ill (C.K.R., L.M.G.); Institute of Cardiovascular and Medical Sciences, University of Glasgow, Scotland (S.S., A.R.); Division of Cardiology, Department of Pediatrics and Radiology, Children’s Hospital of Philadelphia, Philadelphia, Pa (K.K.W., M.A.F.); Department of Radiology, University of Wisconsin, Madison, Wis (L.M.G., M.L.S.); Department of Radiology, University of California, San Francisco and VA San Francisco Healthcare System, San Francisco, Calif (D.S., M.D.H.); Department of Radiology, Weill Medical College of Cornell University, New York, NY (M.R.P.); Department of Radiology, NHS Greater Glasgow and Clyde, and Institute of Cardiovascular and Medical Sciences, University of Glasgow, Glasgow, Scotland (G.H.R.); and Department of Neurology and Neurosurgery, Oregon Health Sciences University and VA Portland Healthcare System, Portland, Ore (E.A.N.)
| | - Rola Saouaf
- From the Diagnostic Cardiovascular Imaging Research Laboratory, Department of Radiological Sciences, David Geffen School of Medicine at UCLA, 300 Medical Plaza, Suite B119, Los Angeles, CA 90095 (K.L.N., T.Y., P.H., J.P.F.); Division of Cardiology, David Geffen School of Medicine at UCLA and VA Greater Los Angeles Healthcare System, Los Angeles, Calif (K.L.N., N.K.); Department of Radiology (I.H.Z., M.R.B.), Center for Advanced Magnetic Resonance Development (I.H.Z., M.R.B.), and Division of Gastroenterology, Department of Medicine (M.R.B.), Duke University Medical Center, Durham, NC; Department of Diagnostic Radiology and Neurology, Oregon Health Sciences University, Portland, Ore (C.G.V.); British Heart Foundation Centre for Cardiovascular Science, University of Edinburgh, Edinburgh, Scotland (S.I.S., D.E.N.); Department of Imaging, Cedars-Sinai Medical Center, Los Angeles, Calif (R.S.); Department of Medical Imaging, Ann & Robert H. Lurie Children’s Hospital of Chicago, Chicago, Ill (C.K.R., L.M.G.); Department of Radiology, Northwestern University Feinberg School of Medicine, Chicago, Ill (C.K.R., L.M.G.); Institute of Cardiovascular and Medical Sciences, University of Glasgow, Scotland (S.S., A.R.); Division of Cardiology, Department of Pediatrics and Radiology, Children’s Hospital of Philadelphia, Philadelphia, Pa (K.K.W., M.A.F.); Department of Radiology, University of Wisconsin, Madison, Wis (L.M.G., M.L.S.); Department of Radiology, University of California, San Francisco and VA San Francisco Healthcare System, San Francisco, Calif (D.S., M.D.H.); Department of Radiology, Weill Medical College of Cornell University, New York, NY (M.R.P.); Department of Radiology, NHS Greater Glasgow and Clyde, and Institute of Cardiovascular and Medical Sciences, University of Glasgow, Glasgow, Scotland (G.H.R.); and Department of Neurology and Neurosurgery, Oregon Health Sciences University and VA Portland Healthcare System, Portland, Ore (E.A.N.)
| | - Cynthia K. Rigsby
- From the Diagnostic Cardiovascular Imaging Research Laboratory, Department of Radiological Sciences, David Geffen School of Medicine at UCLA, 300 Medical Plaza, Suite B119, Los Angeles, CA 90095 (K.L.N., T.Y., P.H., J.P.F.); Division of Cardiology, David Geffen School of Medicine at UCLA and VA Greater Los Angeles Healthcare System, Los Angeles, Calif (K.L.N., N.K.); Department of Radiology (I.H.Z., M.R.B.), Center for Advanced Magnetic Resonance Development (I.H.Z., M.R.B.), and Division of Gastroenterology, Department of Medicine (M.R.B.), Duke University Medical Center, Durham, NC; Department of Diagnostic Radiology and Neurology, Oregon Health Sciences University, Portland, Ore (C.G.V.); British Heart Foundation Centre for Cardiovascular Science, University of Edinburgh, Edinburgh, Scotland (S.I.S., D.E.N.); Department of Imaging, Cedars-Sinai Medical Center, Los Angeles, Calif (R.S.); Department of Medical Imaging, Ann & Robert H. Lurie Children’s Hospital of Chicago, Chicago, Ill (C.K.R., L.M.G.); Department of Radiology, Northwestern University Feinberg School of Medicine, Chicago, Ill (C.K.R., L.M.G.); Institute of Cardiovascular and Medical Sciences, University of Glasgow, Scotland (S.S., A.R.); Division of Cardiology, Department of Pediatrics and Radiology, Children’s Hospital of Philadelphia, Philadelphia, Pa (K.K.W., M.A.F.); Department of Radiology, University of Wisconsin, Madison, Wis (L.M.G., M.L.S.); Department of Radiology, University of California, San Francisco and VA San Francisco Healthcare System, San Francisco, Calif (D.S., M.D.H.); Department of Radiology, Weill Medical College of Cornell University, New York, NY (M.R.P.); Department of Radiology, NHS Greater Glasgow and Clyde, and Institute of Cardiovascular and Medical Sciences, University of Glasgow, Glasgow, Scotland (G.H.R.); and Department of Neurology and Neurosurgery, Oregon Health Sciences University and VA Portland Healthcare System, Portland, Ore (E.A.N.)
| | - Sokratis Stoumpos
- From the Diagnostic Cardiovascular Imaging Research Laboratory, Department of Radiological Sciences, David Geffen School of Medicine at UCLA, 300 Medical Plaza, Suite B119, Los Angeles, CA 90095 (K.L.N., T.Y., P.H., J.P.F.); Division of Cardiology, David Geffen School of Medicine at UCLA and VA Greater Los Angeles Healthcare System, Los Angeles, Calif (K.L.N., N.K.); Department of Radiology (I.H.Z., M.R.B.), Center for Advanced Magnetic Resonance Development (I.H.Z., M.R.B.), and Division of Gastroenterology, Department of Medicine (M.R.B.), Duke University Medical Center, Durham, NC; Department of Diagnostic Radiology and Neurology, Oregon Health Sciences University, Portland, Ore (C.G.V.); British Heart Foundation Centre for Cardiovascular Science, University of Edinburgh, Edinburgh, Scotland (S.I.S., D.E.N.); Department of Imaging, Cedars-Sinai Medical Center, Los Angeles, Calif (R.S.); Department of Medical Imaging, Ann & Robert H. Lurie Children’s Hospital of Chicago, Chicago, Ill (C.K.R., L.M.G.); Department of Radiology, Northwestern University Feinberg School of Medicine, Chicago, Ill (C.K.R., L.M.G.); Institute of Cardiovascular and Medical Sciences, University of Glasgow, Scotland (S.S., A.R.); Division of Cardiology, Department of Pediatrics and Radiology, Children’s Hospital of Philadelphia, Philadelphia, Pa (K.K.W., M.A.F.); Department of Radiology, University of Wisconsin, Madison, Wis (L.M.G., M.L.S.); Department of Radiology, University of California, San Francisco and VA San Francisco Healthcare System, San Francisco, Calif (D.S., M.D.H.); Department of Radiology, Weill Medical College of Cornell University, New York, NY (M.R.P.); Department of Radiology, NHS Greater Glasgow and Clyde, and Institute of Cardiovascular and Medical Sciences, University of Glasgow, Glasgow, Scotland (G.H.R.); and Department of Neurology and Neurosurgery, Oregon Health Sciences University and VA Portland Healthcare System, Portland, Ore (E.A.N.)
| | - Kevin K. Whitehead
- From the Diagnostic Cardiovascular Imaging Research Laboratory, Department of Radiological Sciences, David Geffen School of Medicine at UCLA, 300 Medical Plaza, Suite B119, Los Angeles, CA 90095 (K.L.N., T.Y., P.H., J.P.F.); Division of Cardiology, David Geffen School of Medicine at UCLA and VA Greater Los Angeles Healthcare System, Los Angeles, Calif (K.L.N., N.K.); Department of Radiology (I.H.Z., M.R.B.), Center for Advanced Magnetic Resonance Development (I.H.Z., M.R.B.), and Division of Gastroenterology, Department of Medicine (M.R.B.), Duke University Medical Center, Durham, NC; Department of Diagnostic Radiology and Neurology, Oregon Health Sciences University, Portland, Ore (C.G.V.); British Heart Foundation Centre for Cardiovascular Science, University of Edinburgh, Edinburgh, Scotland (S.I.S., D.E.N.); Department of Imaging, Cedars-Sinai Medical Center, Los Angeles, Calif (R.S.); Department of Medical Imaging, Ann & Robert H. Lurie Children’s Hospital of Chicago, Chicago, Ill (C.K.R., L.M.G.); Department of Radiology, Northwestern University Feinberg School of Medicine, Chicago, Ill (C.K.R., L.M.G.); Institute of Cardiovascular and Medical Sciences, University of Glasgow, Scotland (S.S., A.R.); Division of Cardiology, Department of Pediatrics and Radiology, Children’s Hospital of Philadelphia, Philadelphia, Pa (K.K.W., M.A.F.); Department of Radiology, University of Wisconsin, Madison, Wis (L.M.G., M.L.S.); Department of Radiology, University of California, San Francisco and VA San Francisco Healthcare System, San Francisco, Calif (D.S., M.D.H.); Department of Radiology, Weill Medical College of Cornell University, New York, NY (M.R.P.); Department of Radiology, NHS Greater Glasgow and Clyde, and Institute of Cardiovascular and Medical Sciences, University of Glasgow, Glasgow, Scotland (G.H.R.); and Department of Neurology and Neurosurgery, Oregon Health Sciences University and VA Portland Healthcare System, Portland, Ore (E.A.N.)
| | - Lindsay M. Griffin
- From the Diagnostic Cardiovascular Imaging Research Laboratory, Department of Radiological Sciences, David Geffen School of Medicine at UCLA, 300 Medical Plaza, Suite B119, Los Angeles, CA 90095 (K.L.N., T.Y., P.H., J.P.F.); Division of Cardiology, David Geffen School of Medicine at UCLA and VA Greater Los Angeles Healthcare System, Los Angeles, Calif (K.L.N., N.K.); Department of Radiology (I.H.Z., M.R.B.), Center for Advanced Magnetic Resonance Development (I.H.Z., M.R.B.), and Division of Gastroenterology, Department of Medicine (M.R.B.), Duke University Medical Center, Durham, NC; Department of Diagnostic Radiology and Neurology, Oregon Health Sciences University, Portland, Ore (C.G.V.); British Heart Foundation Centre for Cardiovascular Science, University of Edinburgh, Edinburgh, Scotland (S.I.S., D.E.N.); Department of Imaging, Cedars-Sinai Medical Center, Los Angeles, Calif (R.S.); Department of Medical Imaging, Ann & Robert H. Lurie Children’s Hospital of Chicago, Chicago, Ill (C.K.R., L.M.G.); Department of Radiology, Northwestern University Feinberg School of Medicine, Chicago, Ill (C.K.R., L.M.G.); Institute of Cardiovascular and Medical Sciences, University of Glasgow, Scotland (S.S., A.R.); Division of Cardiology, Department of Pediatrics and Radiology, Children’s Hospital of Philadelphia, Philadelphia, Pa (K.K.W., M.A.F.); Department of Radiology, University of Wisconsin, Madison, Wis (L.M.G., M.L.S.); Department of Radiology, University of California, San Francisco and VA San Francisco Healthcare System, San Francisco, Calif (D.S., M.D.H.); Department of Radiology, Weill Medical College of Cornell University, New York, NY (M.R.P.); Department of Radiology, NHS Greater Glasgow and Clyde, and Institute of Cardiovascular and Medical Sciences, University of Glasgow, Glasgow, Scotland (G.H.R.); and Department of Neurology and Neurosurgery, Oregon Health Sciences University and VA Portland Healthcare System, Portland, Ore (E.A.N.)
| | - David Saloner
- From the Diagnostic Cardiovascular Imaging Research Laboratory, Department of Radiological Sciences, David Geffen School of Medicine at UCLA, 300 Medical Plaza, Suite B119, Los Angeles, CA 90095 (K.L.N., T.Y., P.H., J.P.F.); Division of Cardiology, David Geffen School of Medicine at UCLA and VA Greater Los Angeles Healthcare System, Los Angeles, Calif (K.L.N., N.K.); Department of Radiology (I.H.Z., M.R.B.), Center for Advanced Magnetic Resonance Development (I.H.Z., M.R.B.), and Division of Gastroenterology, Department of Medicine (M.R.B.), Duke University Medical Center, Durham, NC; Department of Diagnostic Radiology and Neurology, Oregon Health Sciences University, Portland, Ore (C.G.V.); British Heart Foundation Centre for Cardiovascular Science, University of Edinburgh, Edinburgh, Scotland (S.I.S., D.E.N.); Department of Imaging, Cedars-Sinai Medical Center, Los Angeles, Calif (R.S.); Department of Medical Imaging, Ann & Robert H. Lurie Children’s Hospital of Chicago, Chicago, Ill (C.K.R., L.M.G.); Department of Radiology, Northwestern University Feinberg School of Medicine, Chicago, Ill (C.K.R., L.M.G.); Institute of Cardiovascular and Medical Sciences, University of Glasgow, Scotland (S.S., A.R.); Division of Cardiology, Department of Pediatrics and Radiology, Children’s Hospital of Philadelphia, Philadelphia, Pa (K.K.W., M.A.F.); Department of Radiology, University of Wisconsin, Madison, Wis (L.M.G., M.L.S.); Department of Radiology, University of California, San Francisco and VA San Francisco Healthcare System, San Francisco, Calif (D.S., M.D.H.); Department of Radiology, Weill Medical College of Cornell University, New York, NY (M.R.P.); Department of Radiology, NHS Greater Glasgow and Clyde, and Institute of Cardiovascular and Medical Sciences, University of Glasgow, Glasgow, Scotland (G.H.R.); and Department of Neurology and Neurosurgery, Oregon Health Sciences University and VA Portland Healthcare System, Portland, Ore (E.A.N.)
| | - Michael D. Hope
- From the Diagnostic Cardiovascular Imaging Research Laboratory, Department of Radiological Sciences, David Geffen School of Medicine at UCLA, 300 Medical Plaza, Suite B119, Los Angeles, CA 90095 (K.L.N., T.Y., P.H., J.P.F.); Division of Cardiology, David Geffen School of Medicine at UCLA and VA Greater Los Angeles Healthcare System, Los Angeles, Calif (K.L.N., N.K.); Department of Radiology (I.H.Z., M.R.B.), Center for Advanced Magnetic Resonance Development (I.H.Z., M.R.B.), and Division of Gastroenterology, Department of Medicine (M.R.B.), Duke University Medical Center, Durham, NC; Department of Diagnostic Radiology and Neurology, Oregon Health Sciences University, Portland, Ore (C.G.V.); British Heart Foundation Centre for Cardiovascular Science, University of Edinburgh, Edinburgh, Scotland (S.I.S., D.E.N.); Department of Imaging, Cedars-Sinai Medical Center, Los Angeles, Calif (R.S.); Department of Medical Imaging, Ann & Robert H. Lurie Children’s Hospital of Chicago, Chicago, Ill (C.K.R., L.M.G.); Department of Radiology, Northwestern University Feinberg School of Medicine, Chicago, Ill (C.K.R., L.M.G.); Institute of Cardiovascular and Medical Sciences, University of Glasgow, Scotland (S.S., A.R.); Division of Cardiology, Department of Pediatrics and Radiology, Children’s Hospital of Philadelphia, Philadelphia, Pa (K.K.W., M.A.F.); Department of Radiology, University of Wisconsin, Madison, Wis (L.M.G., M.L.S.); Department of Radiology, University of California, San Francisco and VA San Francisco Healthcare System, San Francisco, Calif (D.S., M.D.H.); Department of Radiology, Weill Medical College of Cornell University, New York, NY (M.R.P.); Department of Radiology, NHS Greater Glasgow and Clyde, and Institute of Cardiovascular and Medical Sciences, University of Glasgow, Glasgow, Scotland (G.H.R.); and Department of Neurology and Neurosurgery, Oregon Health Sciences University and VA Portland Healthcare System, Portland, Ore (E.A.N.)
| | - Martin R. Prince
- From the Diagnostic Cardiovascular Imaging Research Laboratory, Department of Radiological Sciences, David Geffen School of Medicine at UCLA, 300 Medical Plaza, Suite B119, Los Angeles, CA 90095 (K.L.N., T.Y., P.H., J.P.F.); Division of Cardiology, David Geffen School of Medicine at UCLA and VA Greater Los Angeles Healthcare System, Los Angeles, Calif (K.L.N., N.K.); Department of Radiology (I.H.Z., M.R.B.), Center for Advanced Magnetic Resonance Development (I.H.Z., M.R.B.), and Division of Gastroenterology, Department of Medicine (M.R.B.), Duke University Medical Center, Durham, NC; Department of Diagnostic Radiology and Neurology, Oregon Health Sciences University, Portland, Ore (C.G.V.); British Heart Foundation Centre for Cardiovascular Science, University of Edinburgh, Edinburgh, Scotland (S.I.S., D.E.N.); Department of Imaging, Cedars-Sinai Medical Center, Los Angeles, Calif (R.S.); Department of Medical Imaging, Ann & Robert H. Lurie Children’s Hospital of Chicago, Chicago, Ill (C.K.R., L.M.G.); Department of Radiology, Northwestern University Feinberg School of Medicine, Chicago, Ill (C.K.R., L.M.G.); Institute of Cardiovascular and Medical Sciences, University of Glasgow, Scotland (S.S., A.R.); Division of Cardiology, Department of Pediatrics and Radiology, Children’s Hospital of Philadelphia, Philadelphia, Pa (K.K.W., M.A.F.); Department of Radiology, University of Wisconsin, Madison, Wis (L.M.G., M.L.S.); Department of Radiology, University of California, San Francisco and VA San Francisco Healthcare System, San Francisco, Calif (D.S., M.D.H.); Department of Radiology, Weill Medical College of Cornell University, New York, NY (M.R.P.); Department of Radiology, NHS Greater Glasgow and Clyde, and Institute of Cardiovascular and Medical Sciences, University of Glasgow, Glasgow, Scotland (G.H.R.); and Department of Neurology and Neurosurgery, Oregon Health Sciences University and VA Portland Healthcare System, Portland, Ore (E.A.N.)
| | - Mark A. Fogel
- From the Diagnostic Cardiovascular Imaging Research Laboratory, Department of Radiological Sciences, David Geffen School of Medicine at UCLA, 300 Medical Plaza, Suite B119, Los Angeles, CA 90095 (K.L.N., T.Y., P.H., J.P.F.); Division of Cardiology, David Geffen School of Medicine at UCLA and VA Greater Los Angeles Healthcare System, Los Angeles, Calif (K.L.N., N.K.); Department of Radiology (I.H.Z., M.R.B.), Center for Advanced Magnetic Resonance Development (I.H.Z., M.R.B.), and Division of Gastroenterology, Department of Medicine (M.R.B.), Duke University Medical Center, Durham, NC; Department of Diagnostic Radiology and Neurology, Oregon Health Sciences University, Portland, Ore (C.G.V.); British Heart Foundation Centre for Cardiovascular Science, University of Edinburgh, Edinburgh, Scotland (S.I.S., D.E.N.); Department of Imaging, Cedars-Sinai Medical Center, Los Angeles, Calif (R.S.); Department of Medical Imaging, Ann & Robert H. Lurie Children’s Hospital of Chicago, Chicago, Ill (C.K.R., L.M.G.); Department of Radiology, Northwestern University Feinberg School of Medicine, Chicago, Ill (C.K.R., L.M.G.); Institute of Cardiovascular and Medical Sciences, University of Glasgow, Scotland (S.S., A.R.); Division of Cardiology, Department of Pediatrics and Radiology, Children’s Hospital of Philadelphia, Philadelphia, Pa (K.K.W., M.A.F.); Department of Radiology, University of Wisconsin, Madison, Wis (L.M.G., M.L.S.); Department of Radiology, University of California, San Francisco and VA San Francisco Healthcare System, San Francisco, Calif (D.S., M.D.H.); Department of Radiology, Weill Medical College of Cornell University, New York, NY (M.R.P.); Department of Radiology, NHS Greater Glasgow and Clyde, and Institute of Cardiovascular and Medical Sciences, University of Glasgow, Glasgow, Scotland (G.H.R.); and Department of Neurology and Neurosurgery, Oregon Health Sciences University and VA Portland Healthcare System, Portland, Ore (E.A.N.)
| | - Mark L. Schiebler
- From the Diagnostic Cardiovascular Imaging Research Laboratory, Department of Radiological Sciences, David Geffen School of Medicine at UCLA, 300 Medical Plaza, Suite B119, Los Angeles, CA 90095 (K.L.N., T.Y., P.H., J.P.F.); Division of Cardiology, David Geffen School of Medicine at UCLA and VA Greater Los Angeles Healthcare System, Los Angeles, Calif (K.L.N., N.K.); Department of Radiology (I.H.Z., M.R.B.), Center for Advanced Magnetic Resonance Development (I.H.Z., M.R.B.), and Division of Gastroenterology, Department of Medicine (M.R.B.), Duke University Medical Center, Durham, NC; Department of Diagnostic Radiology and Neurology, Oregon Health Sciences University, Portland, Ore (C.G.V.); British Heart Foundation Centre for Cardiovascular Science, University of Edinburgh, Edinburgh, Scotland (S.I.S., D.E.N.); Department of Imaging, Cedars-Sinai Medical Center, Los Angeles, Calif (R.S.); Department of Medical Imaging, Ann & Robert H. Lurie Children’s Hospital of Chicago, Chicago, Ill (C.K.R., L.M.G.); Department of Radiology, Northwestern University Feinberg School of Medicine, Chicago, Ill (C.K.R., L.M.G.); Institute of Cardiovascular and Medical Sciences, University of Glasgow, Scotland (S.S., A.R.); Division of Cardiology, Department of Pediatrics and Radiology, Children’s Hospital of Philadelphia, Philadelphia, Pa (K.K.W., M.A.F.); Department of Radiology, University of Wisconsin, Madison, Wis (L.M.G., M.L.S.); Department of Radiology, University of California, San Francisco and VA San Francisco Healthcare System, San Francisco, Calif (D.S., M.D.H.); Department of Radiology, Weill Medical College of Cornell University, New York, NY (M.R.P.); Department of Radiology, NHS Greater Glasgow and Clyde, and Institute of Cardiovascular and Medical Sciences, University of Glasgow, Glasgow, Scotland (G.H.R.); and Department of Neurology and Neurosurgery, Oregon Health Sciences University and VA Portland Healthcare System, Portland, Ore (E.A.N.)
| | - Giles H. Roditi
- From the Diagnostic Cardiovascular Imaging Research Laboratory, Department of Radiological Sciences, David Geffen School of Medicine at UCLA, 300 Medical Plaza, Suite B119, Los Angeles, CA 90095 (K.L.N., T.Y., P.H., J.P.F.); Division of Cardiology, David Geffen School of Medicine at UCLA and VA Greater Los Angeles Healthcare System, Los Angeles, Calif (K.L.N., N.K.); Department of Radiology (I.H.Z., M.R.B.), Center for Advanced Magnetic Resonance Development (I.H.Z., M.R.B.), and Division of Gastroenterology, Department of Medicine (M.R.B.), Duke University Medical Center, Durham, NC; Department of Diagnostic Radiology and Neurology, Oregon Health Sciences University, Portland, Ore (C.G.V.); British Heart Foundation Centre for Cardiovascular Science, University of Edinburgh, Edinburgh, Scotland (S.I.S., D.E.N.); Department of Imaging, Cedars-Sinai Medical Center, Los Angeles, Calif (R.S.); Department of Medical Imaging, Ann & Robert H. Lurie Children’s Hospital of Chicago, Chicago, Ill (C.K.R., L.M.G.); Department of Radiology, Northwestern University Feinberg School of Medicine, Chicago, Ill (C.K.R., L.M.G.); Institute of Cardiovascular and Medical Sciences, University of Glasgow, Scotland (S.S., A.R.); Division of Cardiology, Department of Pediatrics and Radiology, Children’s Hospital of Philadelphia, Philadelphia, Pa (K.K.W., M.A.F.); Department of Radiology, University of Wisconsin, Madison, Wis (L.M.G., M.L.S.); Department of Radiology, University of California, San Francisco and VA San Francisco Healthcare System, San Francisco, Calif (D.S., M.D.H.); Department of Radiology, Weill Medical College of Cornell University, New York, NY (M.R.P.); Department of Radiology, NHS Greater Glasgow and Clyde, and Institute of Cardiovascular and Medical Sciences, University of Glasgow, Glasgow, Scotland (G.H.R.); and Department of Neurology and Neurosurgery, Oregon Health Sciences University and VA Portland Healthcare System, Portland, Ore (E.A.N.)
| | - Aleksandra Radjenovic
- From the Diagnostic Cardiovascular Imaging Research Laboratory, Department of Radiological Sciences, David Geffen School of Medicine at UCLA, 300 Medical Plaza, Suite B119, Los Angeles, CA 90095 (K.L.N., T.Y., P.H., J.P.F.); Division of Cardiology, David Geffen School of Medicine at UCLA and VA Greater Los Angeles Healthcare System, Los Angeles, Calif (K.L.N., N.K.); Department of Radiology (I.H.Z., M.R.B.), Center for Advanced Magnetic Resonance Development (I.H.Z., M.R.B.), and Division of Gastroenterology, Department of Medicine (M.R.B.), Duke University Medical Center, Durham, NC; Department of Diagnostic Radiology and Neurology, Oregon Health Sciences University, Portland, Ore (C.G.V.); British Heart Foundation Centre for Cardiovascular Science, University of Edinburgh, Edinburgh, Scotland (S.I.S., D.E.N.); Department of Imaging, Cedars-Sinai Medical Center, Los Angeles, Calif (R.S.); Department of Medical Imaging, Ann & Robert H. Lurie Children’s Hospital of Chicago, Chicago, Ill (C.K.R., L.M.G.); Department of Radiology, Northwestern University Feinberg School of Medicine, Chicago, Ill (C.K.R., L.M.G.); Institute of Cardiovascular and Medical Sciences, University of Glasgow, Scotland (S.S., A.R.); Division of Cardiology, Department of Pediatrics and Radiology, Children’s Hospital of Philadelphia, Philadelphia, Pa (K.K.W., M.A.F.); Department of Radiology, University of Wisconsin, Madison, Wis (L.M.G., M.L.S.); Department of Radiology, University of California, San Francisco and VA San Francisco Healthcare System, San Francisco, Calif (D.S., M.D.H.); Department of Radiology, Weill Medical College of Cornell University, New York, NY (M.R.P.); Department of Radiology, NHS Greater Glasgow and Clyde, and Institute of Cardiovascular and Medical Sciences, University of Glasgow, Glasgow, Scotland (G.H.R.); and Department of Neurology and Neurosurgery, Oregon Health Sciences University and VA Portland Healthcare System, Portland, Ore (E.A.N.)
| | - David E. Newby
- From the Diagnostic Cardiovascular Imaging Research Laboratory, Department of Radiological Sciences, David Geffen School of Medicine at UCLA, 300 Medical Plaza, Suite B119, Los Angeles, CA 90095 (K.L.N., T.Y., P.H., J.P.F.); Division of Cardiology, David Geffen School of Medicine at UCLA and VA Greater Los Angeles Healthcare System, Los Angeles, Calif (K.L.N., N.K.); Department of Radiology (I.H.Z., M.R.B.), Center for Advanced Magnetic Resonance Development (I.H.Z., M.R.B.), and Division of Gastroenterology, Department of Medicine (M.R.B.), Duke University Medical Center, Durham, NC; Department of Diagnostic Radiology and Neurology, Oregon Health Sciences University, Portland, Ore (C.G.V.); British Heart Foundation Centre for Cardiovascular Science, University of Edinburgh, Edinburgh, Scotland (S.I.S., D.E.N.); Department of Imaging, Cedars-Sinai Medical Center, Los Angeles, Calif (R.S.); Department of Medical Imaging, Ann & Robert H. Lurie Children’s Hospital of Chicago, Chicago, Ill (C.K.R., L.M.G.); Department of Radiology, Northwestern University Feinberg School of Medicine, Chicago, Ill (C.K.R., L.M.G.); Institute of Cardiovascular and Medical Sciences, University of Glasgow, Scotland (S.S., A.R.); Division of Cardiology, Department of Pediatrics and Radiology, Children’s Hospital of Philadelphia, Philadelphia, Pa (K.K.W., M.A.F.); Department of Radiology, University of Wisconsin, Madison, Wis (L.M.G., M.L.S.); Department of Radiology, University of California, San Francisco and VA San Francisco Healthcare System, San Francisco, Calif (D.S., M.D.H.); Department of Radiology, Weill Medical College of Cornell University, New York, NY (M.R.P.); Department of Radiology, NHS Greater Glasgow and Clyde, and Institute of Cardiovascular and Medical Sciences, University of Glasgow, Glasgow, Scotland (G.H.R.); and Department of Neurology and Neurosurgery, Oregon Health Sciences University and VA Portland Healthcare System, Portland, Ore (E.A.N.)
| | - Edward A. Neuwelt
- From the Diagnostic Cardiovascular Imaging Research Laboratory, Department of Radiological Sciences, David Geffen School of Medicine at UCLA, 300 Medical Plaza, Suite B119, Los Angeles, CA 90095 (K.L.N., T.Y., P.H., J.P.F.); Division of Cardiology, David Geffen School of Medicine at UCLA and VA Greater Los Angeles Healthcare System, Los Angeles, Calif (K.L.N., N.K.); Department of Radiology (I.H.Z., M.R.B.), Center for Advanced Magnetic Resonance Development (I.H.Z., M.R.B.), and Division of Gastroenterology, Department of Medicine (M.R.B.), Duke University Medical Center, Durham, NC; Department of Diagnostic Radiology and Neurology, Oregon Health Sciences University, Portland, Ore (C.G.V.); British Heart Foundation Centre for Cardiovascular Science, University of Edinburgh, Edinburgh, Scotland (S.I.S., D.E.N.); Department of Imaging, Cedars-Sinai Medical Center, Los Angeles, Calif (R.S.); Department of Medical Imaging, Ann & Robert H. Lurie Children’s Hospital of Chicago, Chicago, Ill (C.K.R., L.M.G.); Department of Radiology, Northwestern University Feinberg School of Medicine, Chicago, Ill (C.K.R., L.M.G.); Institute of Cardiovascular and Medical Sciences, University of Glasgow, Scotland (S.S., A.R.); Division of Cardiology, Department of Pediatrics and Radiology, Children’s Hospital of Philadelphia, Philadelphia, Pa (K.K.W., M.A.F.); Department of Radiology, University of Wisconsin, Madison, Wis (L.M.G., M.L.S.); Department of Radiology, University of California, San Francisco and VA San Francisco Healthcare System, San Francisco, Calif (D.S., M.D.H.); Department of Radiology, Weill Medical College of Cornell University, New York, NY (M.R.P.); Department of Radiology, NHS Greater Glasgow and Clyde, and Institute of Cardiovascular and Medical Sciences, University of Glasgow, Glasgow, Scotland (G.H.R.); and Department of Neurology and Neurosurgery, Oregon Health Sciences University and VA Portland Healthcare System, Portland, Ore (E.A.N.)
| | - Mustafa R. Bashir
- From the Diagnostic Cardiovascular Imaging Research Laboratory, Department of Radiological Sciences, David Geffen School of Medicine at UCLA, 300 Medical Plaza, Suite B119, Los Angeles, CA 90095 (K.L.N., T.Y., P.H., J.P.F.); Division of Cardiology, David Geffen School of Medicine at UCLA and VA Greater Los Angeles Healthcare System, Los Angeles, Calif (K.L.N., N.K.); Department of Radiology (I.H.Z., M.R.B.), Center for Advanced Magnetic Resonance Development (I.H.Z., M.R.B.), and Division of Gastroenterology, Department of Medicine (M.R.B.), Duke University Medical Center, Durham, NC; Department of Diagnostic Radiology and Neurology, Oregon Health Sciences University, Portland, Ore (C.G.V.); British Heart Foundation Centre for Cardiovascular Science, University of Edinburgh, Edinburgh, Scotland (S.I.S., D.E.N.); Department of Imaging, Cedars-Sinai Medical Center, Los Angeles, Calif (R.S.); Department of Medical Imaging, Ann & Robert H. Lurie Children’s Hospital of Chicago, Chicago, Ill (C.K.R., L.M.G.); Department of Radiology, Northwestern University Feinberg School of Medicine, Chicago, Ill (C.K.R., L.M.G.); Institute of Cardiovascular and Medical Sciences, University of Glasgow, Scotland (S.S., A.R.); Division of Cardiology, Department of Pediatrics and Radiology, Children’s Hospital of Philadelphia, Philadelphia, Pa (K.K.W., M.A.F.); Department of Radiology, University of Wisconsin, Madison, Wis (L.M.G., M.L.S.); Department of Radiology, University of California, San Francisco and VA San Francisco Healthcare System, San Francisco, Calif (D.S., M.D.H.); Department of Radiology, Weill Medical College of Cornell University, New York, NY (M.R.P.); Department of Radiology, NHS Greater Glasgow and Clyde, and Institute of Cardiovascular and Medical Sciences, University of Glasgow, Glasgow, Scotland (G.H.R.); and Department of Neurology and Neurosurgery, Oregon Health Sciences University and VA Portland Healthcare System, Portland, Ore (E.A.N.)
| | - Peng Hu
- From the Diagnostic Cardiovascular Imaging Research Laboratory, Department of Radiological Sciences, David Geffen School of Medicine at UCLA, 300 Medical Plaza, Suite B119, Los Angeles, CA 90095 (K.L.N., T.Y., P.H., J.P.F.); Division of Cardiology, David Geffen School of Medicine at UCLA and VA Greater Los Angeles Healthcare System, Los Angeles, Calif (K.L.N., N.K.); Department of Radiology (I.H.Z., M.R.B.), Center for Advanced Magnetic Resonance Development (I.H.Z., M.R.B.), and Division of Gastroenterology, Department of Medicine (M.R.B.), Duke University Medical Center, Durham, NC; Department of Diagnostic Radiology and Neurology, Oregon Health Sciences University, Portland, Ore (C.G.V.); British Heart Foundation Centre for Cardiovascular Science, University of Edinburgh, Edinburgh, Scotland (S.I.S., D.E.N.); Department of Imaging, Cedars-Sinai Medical Center, Los Angeles, Calif (R.S.); Department of Medical Imaging, Ann & Robert H. Lurie Children’s Hospital of Chicago, Chicago, Ill (C.K.R., L.M.G.); Department of Radiology, Northwestern University Feinberg School of Medicine, Chicago, Ill (C.K.R., L.M.G.); Institute of Cardiovascular and Medical Sciences, University of Glasgow, Scotland (S.S., A.R.); Division of Cardiology, Department of Pediatrics and Radiology, Children’s Hospital of Philadelphia, Philadelphia, Pa (K.K.W., M.A.F.); Department of Radiology, University of Wisconsin, Madison, Wis (L.M.G., M.L.S.); Department of Radiology, University of California, San Francisco and VA San Francisco Healthcare System, San Francisco, Calif (D.S., M.D.H.); Department of Radiology, Weill Medical College of Cornell University, New York, NY (M.R.P.); Department of Radiology, NHS Greater Glasgow and Clyde, and Institute of Cardiovascular and Medical Sciences, University of Glasgow, Glasgow, Scotland (G.H.R.); and Department of Neurology and Neurosurgery, Oregon Health Sciences University and VA Portland Healthcare System, Portland, Ore (E.A.N.)
| | - J. Paul Finn
- From the Diagnostic Cardiovascular Imaging Research Laboratory, Department of Radiological Sciences, David Geffen School of Medicine at UCLA, 300 Medical Plaza, Suite B119, Los Angeles, CA 90095 (K.L.N., T.Y., P.H., J.P.F.); Division of Cardiology, David Geffen School of Medicine at UCLA and VA Greater Los Angeles Healthcare System, Los Angeles, Calif (K.L.N., N.K.); Department of Radiology (I.H.Z., M.R.B.), Center for Advanced Magnetic Resonance Development (I.H.Z., M.R.B.), and Division of Gastroenterology, Department of Medicine (M.R.B.), Duke University Medical Center, Durham, NC; Department of Diagnostic Radiology and Neurology, Oregon Health Sciences University, Portland, Ore (C.G.V.); British Heart Foundation Centre for Cardiovascular Science, University of Edinburgh, Edinburgh, Scotland (S.I.S., D.E.N.); Department of Imaging, Cedars-Sinai Medical Center, Los Angeles, Calif (R.S.); Department of Medical Imaging, Ann & Robert H. Lurie Children’s Hospital of Chicago, Chicago, Ill (C.K.R., L.M.G.); Department of Radiology, Northwestern University Feinberg School of Medicine, Chicago, Ill (C.K.R., L.M.G.); Institute of Cardiovascular and Medical Sciences, University of Glasgow, Scotland (S.S., A.R.); Division of Cardiology, Department of Pediatrics and Radiology, Children’s Hospital of Philadelphia, Philadelphia, Pa (K.K.W., M.A.F.); Department of Radiology, University of Wisconsin, Madison, Wis (L.M.G., M.L.S.); Department of Radiology, University of California, San Francisco and VA San Francisco Healthcare System, San Francisco, Calif (D.S., M.D.H.); Department of Radiology, Weill Medical College of Cornell University, New York, NY (M.R.P.); Department of Radiology, NHS Greater Glasgow and Clyde, and Institute of Cardiovascular and Medical Sciences, University of Glasgow, Glasgow, Scotland (G.H.R.); and Department of Neurology and Neurosurgery, Oregon Health Sciences University and VA Portland Healthcare System, Portland, Ore (E.A.N.)
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Berhane H, Ruh A, Husain N, Robinson JD, Rigsby CK, Markl M. Myocardial velocity, intra-, and interventricular dyssynchrony evaluated by tissue phase mapping in pediatric heart transplant recipients. J Magn Reson Imaging 2019; 51:1212-1222. [PMID: 31515865 DOI: 10.1002/jmri.26916] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [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: 06/17/2019] [Accepted: 08/15/2019] [Indexed: 12/12/2022] Open
Abstract
BACKGROUND Endomyocardial biopsy (EMB) is the standard method for detecting allograft rejection in pediatric heart transplants (Htx). As EMB is invasive and carries a risk of complications, there is a need for a noninvasive alternative for allograft monitoring. PURPOSE To quantify left and right ventricular (LV & RV) peak velocities, velocity twist, and intra-/interventricular dyssynchrony using tissue phase mapping (TPM) in pediatric Htx compared with controls, and to explore the relationship between global cardiac function parameters and the number of rejection episodes to these velocities and intra-/interventricular dyssynchrony. STUDY TYPE Prospective. SUBJECTS Twenty Htx patients (age: 16.0 ± 3.1 years, 11 males) and 18 age- and sex-matched controls (age: 15.5 ± 4.3 years, nine males). FIELD STRENGTH/SEQUENCE 5T; 2D balanced cine steady-state free-precession (bSSFP), TPM (2D cine phase contrast with three-directional velocity encoding). ASSESSMENT LV and RV circumferential, radial, and long-axis velocity-time curves, global and segmental peak velocities were measured using TPM. Short-axis bSSFP images were used to measure global LV and RV function parameters. STATISTICAL TESTS A normality test (Lilliefors test) was performed on all data. For comparisons, a t-test was used for normally distributed data or a Wilcoxon rank-sum test otherwise. Correlations were determined by a Pearson correlation. RESULTS Htx patients had significantly reduced LV (P < 0.05-0.001) and RV (P < 0.05-0.001) systolic and diastolic global and segmental long-axis velocities, reduced RV diastolic peak twist (P < 0.01), and presented with higher interventricular dyssynchrony for long-axis and circumferential motions (P < 0.05-0.001). LV diastolic long-axis dyssynchrony (r = 0.48, P = 0.03) and RV diastolic peak twist (r = -0.64, P = 0.004) significantly correlated with the total number of rejection episodes. DATA CONCLUSION TPM detected differences in biventricular myocardial velocities in pediatric Htx patients compared with controls and indicated a relationship between Htx myocardial velocities and rejection history. LEVEL OF EVIDENCE 2 Technical Efficacy Stage: 3 J. Magn. Reson. Imaging 2020;51:1212-1222.
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Affiliation(s)
- Haben Berhane
- Department of Medical Imaging, Ann & Robert H. Lurie Children's Hospital of Chicago, Chicago, Illinois, USA
| | - Alexander Ruh
- Department of Radiology, Feinberg School of Medicine, Northwestern University, Chicago, Illinois, USA
| | - Nazia Husain
- Department of Pediatrics, Division of Pediatric Cardiology, Ann & Robert H. Lurie Children's Hospital of Chicago, Chicago, Illinois, USA.,Department of Pediatrics, Feinberg School of Medicine, Northwestern University, Chicago, Illinois, USA
| | - Joshua D Robinson
- Department of Radiology, Feinberg School of Medicine, Northwestern University, Chicago, Illinois, USA.,Department of Pediatrics, Division of Pediatric Cardiology, Ann & Robert H. Lurie Children's Hospital of Chicago, Chicago, Illinois, USA.,Department of Pediatrics, Feinberg School of Medicine, Northwestern University, Chicago, Illinois, USA
| | - Cynthia K Rigsby
- Department of Medical Imaging, Ann & Robert H. Lurie Children's Hospital of Chicago, Chicago, Illinois, USA.,Department of Radiology, Feinberg School of Medicine, Northwestern University, Chicago, Illinois, USA.,Department of Pediatrics, Feinberg School of Medicine, Northwestern University, Chicago, Illinois, USA
| | - Michael Markl
- Department of Radiology, Feinberg School of Medicine, Northwestern University, Chicago, Illinois, USA.,Department of Biomedical Engineering, McCormick School of Engineering, Northwestern University, Chicago, Illinois, USA
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42
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Cornicelli MD, Rigsby CK, Rychlik K, Pahl E, Robinson JD. Diagnostic performance of cardiovascular magnetic resonance native T1 and T2 mapping in pediatric patients with acute myocarditis. J Cardiovasc Magn Reson 2019; 21:40. [PMID: 31307467 PMCID: PMC6631973 DOI: 10.1186/s12968-019-0550-7] [Citation(s) in RCA: 34] [Impact Index Per Article: 6.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/14/2019] [Accepted: 06/14/2019] [Indexed: 01/06/2023] Open
Abstract
BACKGROUND Multiple studies in adult patients suggest that tissue mapping performed by cardiovascular magnetic resonance (CMR) has excellent diagnostic accuracy in acute myocarditis, however, these techniques have not been studied in depth in children. METHODS CMR data on 23 consecutive pediatric patients from 2014 to 2017 with a clinical diagnosis of acute myocarditis were retrospectively analyzed and compared to 39 healthy controls. The CMR protocol included native T1, T2, and extracellular volume fraction (ECV) in addition to standard Lake Louise Criteria (LLC) parameters on a 1.5 T scanner. RESULTS Mean global values for novel mapping parameters were significantly elevated in patients with clinically suspected acute myocarditis compared to controls, with native T1 1098 ± 77 vs 990 ± 34 ms, T2 52.8 ± 4.6 ms vs 46.7 ± 2.6 ms, and ECV 29.8 ± 5.1% vs 23.3 ± 2.6% (all p-values < 0.001). Ideal cutoff values were generated using corresponding ROC curves and were for global T1 1015 ms (AUC 0.936, sensitivity 91%, specificity 86%), for global T2 48.5 ms (AUC 0.908, sensitivity 91%, specificity 74%); and for ECV 25.9% (AUC 0.918, sensitivity 86%, specificity 89%). While the diagnostic yield of the LLC was 57% (13/23) in our patient cohort, 70% (7/10) of patients missed by the LLC demonstrated abnormalities across all three global mapping parameters (native T1, T2, and ECV) and another 20% (2/10) of patients demonstrated at least one abnormal mapping value. CONCLUSIONS Similar to findings in adults, pediatric patients with acute myocarditis demonstrate abnormal CMR tissue mapping values compared to controls. Furthermore, we found CMR parametric mapping techniques measurably increased CMR diagnostic yield when compared with conventional LLC alone, providing additional sensitivity and specificity compared to historical references. Routine integration of these techniques into imaging protocols may aid diagnosis in children.
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Affiliation(s)
- Matthew D. Cornicelli
- Division of Pediatric Cardiology, Ann & Robert H Lurie Children’s Hospital of Chicago Northwestern University, 737 N. Michigan Avenue, Suite 1600 225 E Chicago Avenue, Box 21, Chicago, IL 60611 USA
| | - Cynthia K. Rigsby
- Department of Medical Imaging, Ann & Robert Lurie Children’s Hospital of Chicago, Chicago, IL USA
- Department of Pediatrics, Northwestern University, Chicago, USA
- Department of Radiology, Feinberg School of Medicine, Northwestern University, Chicago, USA
| | - Karen Rychlik
- Division of Pediatric Cardiology, Ann & Robert H Lurie Children’s Hospital of Chicago Northwestern University, 737 N. Michigan Avenue, Suite 1600 225 E Chicago Avenue, Box 21, Chicago, IL 60611 USA
- Statistics Core, Ann and Robert H. Lurie Children’s Hospital of Chicago, Stanley Manne Children’s Research Institute, Chicago, IL USA
| | - Elfriede Pahl
- Division of Pediatric Cardiology, Ann & Robert H Lurie Children’s Hospital of Chicago Northwestern University, 737 N. Michigan Avenue, Suite 1600 225 E Chicago Avenue, Box 21, Chicago, IL 60611 USA
- Department of Pediatrics, Northwestern University, Chicago, USA
| | - Joshua D. Robinson
- Division of Pediatric Cardiology, Ann & Robert H Lurie Children’s Hospital of Chicago Northwestern University, 737 N. Michigan Avenue, Suite 1600 225 E Chicago Avenue, Box 21, Chicago, IL 60611 USA
- Department of Pediatrics, Northwestern University, Chicago, USA
- Department of Radiology, Feinberg School of Medicine, Northwestern University, Chicago, USA
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43
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Nguyen JC, Dorfman SR, Rigsby CK, Iyer RS, Alazraki AL, Anupindi SA, Bardo DM, Brown BP, Chan SS, Chandra T, Garber MD, Moore MM, Pandya NK, Shet NS, Siegel A, Karmazyn B. ACR Appropriateness Criteria® Developmental Dysplasia of the Hip-Child. J Am Coll Radiol 2019; 16:S94-S103. [DOI: 10.1016/j.jacr.2019.02.014] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/25/2019] [Accepted: 02/08/2019] [Indexed: 02/09/2023]
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44
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Chan SS, Francavilla ML, Iyer RS, Rigsby CK, Hernanz-Schulman M. Clinical decision support: practical implementation at two pediatric hospitals. Pediatr Radiol 2019; 49:486-492. [PMID: 30923880 DOI: 10.1007/s00247-018-4322-6] [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] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/02/2018] [Revised: 08/13/2018] [Accepted: 12/09/2018] [Indexed: 11/26/2022]
Abstract
Clinical decision support has been identified by the United States government as a method to decrease inappropriate imaging exams and promote judicious use of imaging resources. The adoption of this method will be incentivized by requiring appropriate use criteria to qualify for Medicare reimbursement starting in January 2020. While Medicare reimbursement is unlikely to directly impact pediatric imaging because of largely disparate patient populations, insurance providers typically use Medicare to benchmark their reimbursement guidelines. Therefore soon after their adoption these guidelines could become relevant to pediatric imaging. In this article we discuss how pediatric imaging was initially underrepresented in the clinical decision support realm, and how this was addressed by a subcommittee involving both American College of Radiology and Society for Pediatric Radiology members. We also present the experience of implementing clinical decision support software at two standalone pediatric hospitals and summarize the lessons learned from these deployments.
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Affiliation(s)
- Sherwin S Chan
- Department of Radiology, Children's Mercy Hospital, University of Missouri at Kansas City, 2401 Gillham Road, Kansas City, MO, 64108, USA.
| | - Michael L Francavilla
- Department of Radiology, The Children's Hospital of Philadelphia, Philadelphia, PA, USA
| | - Ramesh S Iyer
- Department of Radiology, University of Washington, Seattle Children's Hospital, Seattle, WA, USA
| | - Cynthia K Rigsby
- Department of Medical Imaging, Ann & Robert H. Lurie Children's Hospital of Chicago, Northwestern University Feinberg School of Medicine, Chicago, IL, USA
| | - Marta Hernanz-Schulman
- Department of Radiology, Vanderbilt University Medical Center, Monroe Carell Jr. Children's Hospital at Vanderbilt, Nashville, TN, USA
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45
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Chan SS, Francavilla ML, Iyer RS, Rigsby CK, Kurth D, Karmazyn BK. Clinical decision support: the role of ACR Appropriateness Criteria. Pediatr Radiol 2019; 49:479-485. [PMID: 30923879 DOI: 10.1007/s00247-018-4298-2] [Citation(s) in RCA: 5] [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] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/29/2018] [Revised: 08/13/2018] [Accepted: 10/24/2018] [Indexed: 11/29/2022]
Abstract
Clinical decision support is a way to decrease inappropriate imaging exams and promote judicious use of imaging resources. The adoption of clinical decision support will be incentivized by requiring the use of approved mechanisms to qualify for Medicare reimbursement starting in January 2020. Insurance providers base their reimbursement policies on Medicare, so clinical decision support could soon become relevant to pediatric imaging. We present the process behind the American College of Radiology (ACR) Appropriateness Criteria (a set of appropriate use criteria developed by the ACR) that will form the basis for software that can be used to fulfill the criteria for clinical decision support. For most organizations, this software is expected to be the easiest way to implement clinical decision support. Clinical decision support will affect how providers order imaging exams. This article should help readers understand how clinical decision support is expected to change the practice of the ordering providers, how the ACR Appropriateness Criteria are related to clinical decision support and how the ACR Appropriateness Criteria are developed. This will help the interpreting radiologist better communicate with the referring clinician, including informing the latter about how the clinical decision support software is making decisions.
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Affiliation(s)
- Sherwin S Chan
- Department of Radiology, Children's Mercy Hospital, University of Missouri at Kansas City, 2401 Gillham Road, Kansas City, MO, 64108, USA.
| | - Michael L Francavilla
- Department of Radiology, The Children's Hospital of Philadelphia, Philadelphia, PA, USA
| | - Ramesh S Iyer
- Department of Radiology, University of Washington, Seattle Children's Hospital, Seattle, WA, USA
| | - Cynthia K Rigsby
- Department of Medical Imaging, Ann & Robert H. Lurie Children's Hospital of Chicago, Northwestern University Feinberg School of Medicine, Chicago, IL, USA
| | - David Kurth
- American College of Radiology, Reston, VA, USA
| | - Boaz K Karmazyn
- Department of Radiology and Imaging Sciences, Riley Hospital for Children, Indiana University School of Medicine, Indianapolis, IN, USA
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46
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Dillman JR, Rigsby CK, Iyer RS, Alazraki AL, Anupindi SA, Brown BP, Chan SS, Dorfman SR, Falcone RA, Garber MD, Nguyen JC, Peters CA, Safdar NM, Trout AT, Karmazyn BK. ACR Appropriateness Criteria ® Hematuria-Child. J Am Coll Radiol 2019; 15:S91-S103. [PMID: 29724430 DOI: 10.1016/j.jacr.2018.03.022] [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] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/23/2018] [Accepted: 03/04/2018] [Indexed: 02/01/2023]
Abstract
Hematuria is the presence of red blood cells in the urine, either visible to the eye (macroscopic hematuria) or as viewed under the microscope (microscopic hematuria). The clinical evaluation of children and adolescents with any form of hematuria begins with a meticulous history and thorough evaluation of the urine. The need for imaging evaluation depends on the clinical scenario in which hematuria presents, including the suspected etiology. Ultrasound and CT are the most common imaging methods used to assess hematuria in children, although other imaging modalities may be appropriate in certain instances. This review focuses on the following clinical variations of childhood hematuria: isolated hematuria (nonpainful, nontraumatic, and microscopic versus macroscopic), painful hematuria (ie, suspected nephrolithiasis or urolithiasis), and renal trauma with hematuria (microscopic versus macroscopic). The American College of Radiology Appropriateness Criteria are evidence-based guidelines for specific clinical conditions that are reviewed annually by a multidisciplinary expert panel. The guideline development and revision include an extensive analysis of current medical literature from peer reviewed journals and the application of well-established methodologies (RAND/UCLA Appropriateness Method and Grading of Recommendations Assessment, Development, and Evaluation or GRADE) to rate the appropriateness of imaging and treatment procedures for specific clinical scenarios. In those instances where evidence is lacking or equivocal, expert opinion may supplement the available evidence to recommend imaging or treatment.
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Affiliation(s)
| | - Jonathan R Dillman
- Principal Author, Cincinnati Children's Hospital Medical Center, Cincinnati, Ohio.
| | - Cynthia K Rigsby
- Panel Chair, Ann & Robert H. Lurie Children's Hospital of Chicago, Chicago, Illinois
| | - Ramesh S Iyer
- Panel Vice Chair, Seattle Children's Hospital, Seattle, Washington
| | | | | | - Brandon P Brown
- Riley Hospital for Children Indiana University, Indianapolis, Indiana
| | | | | | - Richard A Falcone
- Cincinnati Children's Hospital Medical Center, Cincinnati, Ohio; American Pediatric Surgical Association
| | - Matthew D Garber
- Wolfson Children's Hospital, Jacksonville, Florida; American Academy of Pediatrics
| | - Jie C Nguyen
- Children's Hospital of Philadelphia, Philadelphia, Pennsylvania
| | - Craig A Peters
- UT Southwestern Medical Center, Dallas, Texas; Society for Pediatric Urology
| | | | - Andrew T Trout
- Cincinnati Children's Hospital Medical Center, Cincinnati, Ohio
| | - Boaz K Karmazyn
- Specialty Chair, Riley Hospital for Children Indiana University, Indianapolis, Indiana
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47
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Safdar NM, Rigsby CK, Iyer RS, Alazraki AL, Anupindi SA, Bardo DME, Brown BP, Chan SS, Chandra T, Dillman JR, Dorfman SR, Garber MD, Lam HFS, Nguyen JC, Siegel A, Widmann RF, Karmazyn B. ACR Appropriateness Criteria ® Acutely Limping Child Up To Age 5. J Am Coll Radiol 2018; 15:S252-S262. [PMID: 30392594 DOI: 10.1016/j.jacr.2018.09.030] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/22/2018] [Accepted: 09/07/2018] [Indexed: 11/19/2022]
Abstract
Imaging plays in important role in the evaluation of the acutely limping child. The decision-making process about initial imaging must consider the level of suspicion for infection and whether symptoms can be localized. The appropriateness of specific imaging examinations in the acutely limping child to age 5 years is discussed with attention in each clinical scenario to the role of radiography, ultrasound, nuclear medicine, computed tomography, and magnetic resonance imaging. Common causes of limping such as toddler's fracture, septic arthritis, transient synovitis, and osteomyelitis are discussed. The American College of Radiology Appropriateness Criteria are evidence-based guidelines for specific clinical conditions that are reviewed annually by a multidisciplinary expert panel. The guideline development and revision include an extensive analysis of current medical literature from peer reviewed journals and the application of well-established methodologies (RAND/UCLA Appropriateness Method and Grading of Recommendations Assessment, Development, and Evaluation or GRADE) to rate the appropriateness of imaging and treatment procedures for specific clinical scenarios. In those instances where evidence is lacking or equivocal, expert opinion may supplement the available evidence to recommend imaging or treatment.
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Affiliation(s)
| | - Cynthia K Rigsby
- Panel Chair, Ann & Robert H. Lurie Children's Hospital of Chicago, Chicago, Illinois
| | - Ramesh S Iyer
- Panel Vice-Chair, Seattle Children's Hospital, Seattle, Washington
| | | | | | | | - Brandon P Brown
- Riley Hospital for Children Indiana University, Indianapolis, Indiana
| | | | | | | | | | - Matthew D Garber
- Wolfson Children's Hospital, Jacksonville, Florida; American Academy of Pediatrics
| | - H F Samuel Lam
- Sutter Medical Center Sacramento, Sacramento, California; American College of Emergency Physicians
| | - Jie C Nguyen
- Children's Hospital of Philadelphia, Philadelphia, Pennsylvania
| | - Alan Siegel
- Dartmouth-Hitchcock Medical Center, Lebanon, New Hampshire
| | - Roger F Widmann
- Hospital for Special Surgery, New York, New York; American Academy of Orthopaedic Surgeons
| | - Boaz Karmazyn
- Specialty Chair, Riley Hospital for Children Indiana University, Indianapolis, Indiana
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48
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Jarvis K, Schnell S, Barker AJ, Rose M, Robinson JD, Rigsby CK, Markl M. Caval to pulmonary 3D flow distribution in patients with Fontan circulation and impact of potential 4D flow MRI error sources. Magn Reson Med 2018; 81:1205-1218. [PMID: 30277276 DOI: 10.1002/mrm.27455] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.3] [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: 02/15/2017] [Revised: 06/07/2018] [Accepted: 06/26/2018] [Indexed: 11/08/2022]
Abstract
PURPOSE Uneven flow distribution in patients with Fontan circulation is suspected to lead to complications. 4D flow MRI offers evaluation using time-resolved pathlines; however, the potential error is not well understood. The aim of this study was to systematically assess variability in flow distribution caused by well-known sources of error. METHODS 4D flow MRI was acquired in 14 patients with Fontan circulation. Flow distribution was quantified by the % of caval venous flow pathlines reaching the left and right pulmonary arteries. Impact of data acquisition and data processing uncertainties were investigated by (1) probabilistic 4D blood flow tracking at varying noise levels, (2) down-sampling to mimic acquisition at different spatial resolutions, (3) pathline calculation with and without eddy current correction, and (4) varied segmentation of the Fontan geometry to mimic analysis errors. RESULTS Averaged among the cohort, uncertainties accounted for flow distribution errors from noise ≤3.2%, low spatial resolution ≤2.3% to 3.8%, eddy currents ≤6.4%, and inaccurate segmentation ≤3.9% to 9.1% (dilation and erosion, respectively). In a worst-case scenario (maximum additive errors for all 4 sources), flow distribution errors were as high as 22.5%. CONCLUSION Inaccuracies related to postprocessing (segmentation, eddy currents) resulted in the largest potential error (≤15.5% combined) whereas errors related to data acquisition (noise, low spatial resolution) had a lower impact (≤5.5%-7.0% combined). Whereas it is unlikely that these errors will be additive or affect the identification of severe asymmetry, these results illustrate the importance of eddy current correction and accurate segmentation to minimize Fontan flow distribution errors.
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Affiliation(s)
- Kelly Jarvis
- Department of Radiology, Feinberg School of Medicine, Northwestern University, Chicago, Illinois.,Department of Biomedical Engineering, McCormick School of Engineering, Northwestern University, Chicago, Illinois
| | - Susanne Schnell
- Department of Radiology, Feinberg School of Medicine, Northwestern University, Chicago, Illinois
| | - Alex J Barker
- Department of Radiology, Feinberg School of Medicine, Northwestern University, Chicago, Illinois
| | - Michael Rose
- Department of Medical Imaging, Ann & Robert H. Lurie Children's Hospital of Chicago, Chicago, Illinois
| | - Joshua D Robinson
- Department of Radiology, Feinberg School of Medicine, Northwestern University, Chicago, Illinois.,Department of Medical Imaging, Ann & Robert H. Lurie Children's Hospital of Chicago, Chicago, Illinois.,Department of Pediatrics, Feinberg School of Medicine, Northwestern University, Chicago, Illinois.,Division of Cardiology, Ann & Robert H. Lurie Children's Hospital of Chicago, Chicago, Illinois
| | - Cynthia K Rigsby
- Department of Radiology, Feinberg School of Medicine, Northwestern University, Chicago, Illinois.,Department of Medical Imaging, Ann & Robert H. Lurie Children's Hospital of Chicago, Chicago, Illinois.,Department of Pediatrics, Feinberg School of Medicine, Northwestern University, Chicago, Illinois.,Division of Cardiology, Ann & Robert H. Lurie Children's Hospital of Chicago, Chicago, Illinois
| | - Michael Markl
- Department of Radiology, Feinberg School of Medicine, Northwestern University, Chicago, Illinois.,Department of Biomedical Engineering, McCormick School of Engineering, Northwestern University, Chicago, Illinois
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49
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Kalapurakal JA, Gopalakrishnan M, Walterhouse DO, Rigsby CK, Rademaker A, Helenowski I, Kessel S, Morano K, Laurie F, Ulin K, Esiashvili N, Katzenstein H, Marcus K, Followill DS, Wolden SL, Mahajan A, Fitzgerald TJ. Cardiac-Sparing Whole Lung IMRT in Patients With Pediatric Tumors and Lung Metastasis: Final Report of a Prospective Multicenter Clinical Trial. Int J Radiat Oncol Biol Phys 2018; 103:28-37. [PMID: 30170102 DOI: 10.1016/j.ijrobp.2018.08.034] [Citation(s) in RCA: 24] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/05/2018] [Revised: 08/13/2018] [Accepted: 08/23/2018] [Indexed: 12/01/2022]
Abstract
PURPOSE A prospective clinical trial was conducted for patients undergoing cardiac sparing (CS) whole lung irradiation (WLI) using intensity modulated radiation therapy (IMRT). The 3 trial aims were (1) to demonstrate the feasibility of CS IMRT with real-time central quality control; (2) to determine the dosimetric advantages of WLI using IMRT compared with standard anteroposterior (AP) techniques; and (3) to determine acute tolerance and short-term efficacy after a protocol-mandated minimum 2-year follow-up for all patients. METHODS AND MATERIALS All patients underwent a 3-dimensional chest computed tomography scan and a contrast-enhanced 4-dimensional (4D) gated chest computed tomography scan using a standard gating device. The clinical target volume was the entire bilateral 3-dimensional lung volume, and the internal target volume was the 4D minimum intensity projection of both lungs. The internal target volume was expanded by 1 cm to get the planning target volume. All target volumes, cardiac contours, and treatment plans were centrally reviewed before treatment. The different cardiac volumes receiving percentages of prescribed radiation therapy (RT) doses on AP and IMRT WLI plans were estimated and compared. RESULTS The target 20 patients were accrued in 2 years. Median RT dose was 15 Gy. Real-time central quality assurance review and plan preapproval were obtained for all patients. WLI using IMRT was feasible in all patients. Compared with standard AP WLI, CS IMRT resulted in a statistically significant reduction in radiation doses to the whole heart, atria, ventricles, and coronaries. One child developed cardiac dysfunction and pulmonary restrictive disease 5.5 years after CS IMRT (15 Gy) and doxorubicin (375 mg/m2). The 2- and 3-year lung metastasis progression-free survival was 65% and 52%, respectively. CONCLUSIONS We have demonstrated the feasibility of WLI using CS IMRT and confirmed the previously reported advantages of IMRT, including superior cardiac protection and superior dose coverage of 4D lung volumes. Further studies are required to establish the efficacy and safety of this irradiation technique.
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Affiliation(s)
| | | | - David O Walterhouse
- Pediatric Oncology and Medical Imaging, Ann & Robert H. Lurie Children's Hospital of Chicago, Chicago, Illinois
| | - Cynthia K Rigsby
- Pediatric Oncology and Medical Imaging, Ann & Robert H. Lurie Children's Hospital of Chicago, Chicago, Illinois
| | | | | | - Sandy Kessel
- Imaging and Radiation Oncology Core, Providence, Rhode Island
| | - Karen Morano
- Imaging and Radiation Oncology Core, Providence, Rhode Island
| | - Fran Laurie
- Imaging and Radiation Oncology Core, Providence, Rhode Island
| | - Ken Ulin
- Imaging and Radiation Oncology Core, Providence, Rhode Island
| | | | | | - Karen Marcus
- Radiation Oncology, Harvard University, Boston, Massachusetts
| | | | - Suzanne L Wolden
- Radiation Oncology, Memorial Sloan-Kettering Cancer Center, New York, New York
| | - Anita Mahajan
- Radiation Oncology, MD Anderson Cancer Center, Houston, Texas
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Serai SD, Rigsby CK, Kan HJ, Panigrahy A, Hernanz-Schulman M, Anupindi SA. Inclusion of Pediatric-Specific Indications and Procedures in the New ACR MRI Accreditation Program. J Am Coll Radiol 2018; 15:1022-1026. [DOI: 10.1016/j.jacr.2018.03.025] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/08/2018] [Revised: 02/27/2018] [Accepted: 03/04/2018] [Indexed: 01/24/2023]
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