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Dong H, Raterman B, White RD, Starr J, Vaccaro P, Haurani M, Go M, Eisner M, Brock G, Kolipaka A. MR Elastography of Abdominal Aortic Aneurysms: Relationship to Aneurysm Events. Radiology 2022; 304:721-729. [PMID: 35638926 PMCID: PMC9434816 DOI: 10.1148/radiol.212323] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/18/2021] [Revised: 03/26/2022] [Accepted: 04/07/2022] [Indexed: 11/11/2022]
Abstract
Background Abdominal aortic aneurysm (AAA) diameter remains the standard clinical parameter to predict growth and rupture. Studies suggest that using solely AAA diameter for risk stratification is insufficient. Purpose To evaluate the use of aortic MR elastography (MRE)-derived AAA stiffness and stiffness ratio at baseline to identify the potential for future aneurysm rupture or need for surgical repair. Materials and Methods Between August 2013 and March 2019, 72 participants with AAA and 56 healthy participants were enrolled in this prospective study. MRE examinations were performed to estimate AAA stiffness and the stiffness ratio between AAA and its adjacent remote normal aorta. Two Cox proportional hazards models were used to assess AAA stiffness and stiffness ratio for predicting aneurysmal events (subsequent repair, rupture, or diameter >5.0 cm). Log-rank tests were performed to determine a critical stiffness ratio suggesting high-risk AAAs. Baseline AAA stiffness and stiffness ratio were studied using Wilcoxon rank-sum tests between participants with and without aneurysmal events. Spearman correlation was used to investigate the relationship between stiffness and other potential imaging markers. Results Seventy-two participants with AAA (mean age, 71 years ± 9 [SD]; 56 men and 16 women) and 56 healthy participants (mean age, 42 years ± 16; 27 men and 29 women) were evaluated. In healthy participants, aortic stiffness positively correlated with age (ρ = 0.44; P < .001). AAA stiffness (event group [n = 21], 50.3 kPa ± 26.5 [SD]; no-event group [n = 21], 86.9 kPa ± 52.6; P = .01) and the stiffness ratio (event group, 0.7 ± 0.4; no-event group, 2.0 ± 1.4; P < .001) were lower in the event group than the no-event group at a mean follow-up of 449 days. AAA stiffness did not correlate with diameter in the event group (ρ = -0.06; P = .68) or the no-event group (ρ = -0.13; P = .32). AAA stiffness was inversely correlated with intraluminal thrombus area (ρ = -0.50; P = .01). Conclusion Lower abdominal aortic aneurysm stiffness and stiffness ratio measured with use of MR elastography was associated with aneurysmal events at a 15-month follow-up. © RSNA, 2022 See also the editorial by Sakuma in this issue.
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Affiliation(s)
- Huiming Dong
- From the Department of Radiology (H.D., B.R., R.D.W., A.K.), Department of Internal Medicine, Division of Cardiovascular Medicine (R.D.W., A.K.), Department of Surgery (J.S., P.V., M.H., M.G.), and Department of Biomedical Informatics and Center for Biostatistics (M.E., G.B.), College of Medicine, The Ohio State University Wexner Medical Center, 395 W 12th Ave, 4th Floor, Columbus, OH 43210; Department of Biomedical Engineering, College of Engineering, The Ohio State University, Columbus, Ohio (H.D., A.K.); and Department of Radiology, Mayo Clinic, Jacksonville, Fla (R.D.W.)
| | - Brian Raterman
- From the Department of Radiology (H.D., B.R., R.D.W., A.K.), Department of Internal Medicine, Division of Cardiovascular Medicine (R.D.W., A.K.), Department of Surgery (J.S., P.V., M.H., M.G.), and Department of Biomedical Informatics and Center for Biostatistics (M.E., G.B.), College of Medicine, The Ohio State University Wexner Medical Center, 395 W 12th Ave, 4th Floor, Columbus, OH 43210; Department of Biomedical Engineering, College of Engineering, The Ohio State University, Columbus, Ohio (H.D., A.K.); and Department of Radiology, Mayo Clinic, Jacksonville, Fla (R.D.W.)
| | - Richard D. White
- From the Department of Radiology (H.D., B.R., R.D.W., A.K.), Department of Internal Medicine, Division of Cardiovascular Medicine (R.D.W., A.K.), Department of Surgery (J.S., P.V., M.H., M.G.), and Department of Biomedical Informatics and Center for Biostatistics (M.E., G.B.), College of Medicine, The Ohio State University Wexner Medical Center, 395 W 12th Ave, 4th Floor, Columbus, OH 43210; Department of Biomedical Engineering, College of Engineering, The Ohio State University, Columbus, Ohio (H.D., A.K.); and Department of Radiology, Mayo Clinic, Jacksonville, Fla (R.D.W.)
| | - Jean Starr
- From the Department of Radiology (H.D., B.R., R.D.W., A.K.), Department of Internal Medicine, Division of Cardiovascular Medicine (R.D.W., A.K.), Department of Surgery (J.S., P.V., M.H., M.G.), and Department of Biomedical Informatics and Center for Biostatistics (M.E., G.B.), College of Medicine, The Ohio State University Wexner Medical Center, 395 W 12th Ave, 4th Floor, Columbus, OH 43210; Department of Biomedical Engineering, College of Engineering, The Ohio State University, Columbus, Ohio (H.D., A.K.); and Department of Radiology, Mayo Clinic, Jacksonville, Fla (R.D.W.)
| | - Patrick Vaccaro
- From the Department of Radiology (H.D., B.R., R.D.W., A.K.), Department of Internal Medicine, Division of Cardiovascular Medicine (R.D.W., A.K.), Department of Surgery (J.S., P.V., M.H., M.G.), and Department of Biomedical Informatics and Center for Biostatistics (M.E., G.B.), College of Medicine, The Ohio State University Wexner Medical Center, 395 W 12th Ave, 4th Floor, Columbus, OH 43210; Department of Biomedical Engineering, College of Engineering, The Ohio State University, Columbus, Ohio (H.D., A.K.); and Department of Radiology, Mayo Clinic, Jacksonville, Fla (R.D.W.)
| | - Mounir Haurani
- From the Department of Radiology (H.D., B.R., R.D.W., A.K.), Department of Internal Medicine, Division of Cardiovascular Medicine (R.D.W., A.K.), Department of Surgery (J.S., P.V., M.H., M.G.), and Department of Biomedical Informatics and Center for Biostatistics (M.E., G.B.), College of Medicine, The Ohio State University Wexner Medical Center, 395 W 12th Ave, 4th Floor, Columbus, OH 43210; Department of Biomedical Engineering, College of Engineering, The Ohio State University, Columbus, Ohio (H.D., A.K.); and Department of Radiology, Mayo Clinic, Jacksonville, Fla (R.D.W.)
| | - Michael Go
- From the Department of Radiology (H.D., B.R., R.D.W., A.K.), Department of Internal Medicine, Division of Cardiovascular Medicine (R.D.W., A.K.), Department of Surgery (J.S., P.V., M.H., M.G.), and Department of Biomedical Informatics and Center for Biostatistics (M.E., G.B.), College of Medicine, The Ohio State University Wexner Medical Center, 395 W 12th Ave, 4th Floor, Columbus, OH 43210; Department of Biomedical Engineering, College of Engineering, The Ohio State University, Columbus, Ohio (H.D., A.K.); and Department of Radiology, Mayo Clinic, Jacksonville, Fla (R.D.W.)
| | - Mariah Eisner
- From the Department of Radiology (H.D., B.R., R.D.W., A.K.), Department of Internal Medicine, Division of Cardiovascular Medicine (R.D.W., A.K.), Department of Surgery (J.S., P.V., M.H., M.G.), and Department of Biomedical Informatics and Center for Biostatistics (M.E., G.B.), College of Medicine, The Ohio State University Wexner Medical Center, 395 W 12th Ave, 4th Floor, Columbus, OH 43210; Department of Biomedical Engineering, College of Engineering, The Ohio State University, Columbus, Ohio (H.D., A.K.); and Department of Radiology, Mayo Clinic, Jacksonville, Fla (R.D.W.)
| | - Guy Brock
- From the Department of Radiology (H.D., B.R., R.D.W., A.K.), Department of Internal Medicine, Division of Cardiovascular Medicine (R.D.W., A.K.), Department of Surgery (J.S., P.V., M.H., M.G.), and Department of Biomedical Informatics and Center for Biostatistics (M.E., G.B.), College of Medicine, The Ohio State University Wexner Medical Center, 395 W 12th Ave, 4th Floor, Columbus, OH 43210; Department of Biomedical Engineering, College of Engineering, The Ohio State University, Columbus, Ohio (H.D., A.K.); and Department of Radiology, Mayo Clinic, Jacksonville, Fla (R.D.W.)
| | - Arunark Kolipaka
- From the Department of Radiology (H.D., B.R., R.D.W., A.K.), Department of Internal Medicine, Division of Cardiovascular Medicine (R.D.W., A.K.), Department of Surgery (J.S., P.V., M.H., M.G.), and Department of Biomedical Informatics and Center for Biostatistics (M.E., G.B.), College of Medicine, The Ohio State University Wexner Medical Center, 395 W 12th Ave, 4th Floor, Columbus, OH 43210; Department of Biomedical Engineering, College of Engineering, The Ohio State University, Columbus, Ohio (H.D., A.K.); and Department of Radiology, Mayo Clinic, Jacksonville, Fla (R.D.W.)
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Mangarova DB, Bertalan G, Jordan J, Brangsch J, Kader A, Möckel J, Adams LC, Sack I, Taupitz M, Hamm B, Braun J, Makowski MR. Microscopic multifrequency magnetic resonance elastography of ex vivo abdominal aortic aneurysms for extracellular matrix imaging in a mouse model. Acta Biomater 2022; 140:389-397. [PMID: 34818577 DOI: 10.1016/j.actbio.2021.11.026] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/06/2021] [Revised: 11/16/2021] [Accepted: 11/17/2021] [Indexed: 11/27/2022]
Abstract
An abdominal aortic aneurysm (AAA) is a permanent dilatation of the abdominal aorta, usually accompanied by thrombus formation. The current clinical imaging modalities cannot reliably visualize the thrombus composition. Remodeling of the extracellular matrix (ECM) during AAA development leads to stiffness changes, providing a potential imaging marker. 14 apolipoprotein E-deficient mice underwent surgery for angiotensin II-loaded osmotic minipump implantation. 4 weeks post-op, 5 animals developed an AAA. The aneurysm was imaged ex vivo by microscopic multifrequency magnetic resonance elastography (µMMRE) with an in-plane resolution of 40 microns. Experiments were performed on a 7-Tesla preclinical magnetic resonance imaging scanner with drive frequencies between 1000 Hz and 1400 Hz. Shear wave speed (SWS) maps indicating stiffness were computed based on tomoelastography multifrequency inversion. As control, the aortas of 5 C57BL/6J mice were examined with the same imaging protocol. The regional variation of SWS in the thrombus ranging from 0.44 ± 0.07 to 1.20 ± 0.31 m/s was correlated fairly strong with regional histology-quantified ECM accumulation (R2 = 0.79). Our results suggest that stiffness changes in aneurysmal thrombus reflect ECM remodeling, which is critical for AAA risk assessment. In the future, µMMRE could be used for a mechanics-based clinical characterization of AAAs in patients. STATEMENT OF SIGNIFICANCE: To our knowledge, this is the first study mapping the stiffness of abdominal aortic aneurysms with microscopic resolution of 40 µm. Our work revealed that stiffness critically changes due to extracellular matrix (ECM) remodeling in the aneurysmal thrombus. We were able to image various levels of ECM remodeling in the aneurysm reflected in distinct shear wave speed patterns with a strong correlation to regional histology-quantified ECM accumulation. The generated results are significant for the application of microscopic multifrequency magnetic resonance elastography for quantification of pathological remodeling of the ECM and may be of great interest for detailed characterization of AAAs in patients.
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Affiliation(s)
- Dilyana B Mangarova
- Department of Radiology, Charité - Universitätsmedizin Berlin, corporate member of Freie Universität Berlin, Humboldt-Universität zu Berlin, and Berlin Institute of Health, Charitéplatz 1, Berlin 10117, Germany; Department of Veterinary Medicine, Institute of Veterinary Pathology, Freie Universität Berlin, Robert-von-Ostertag-Str. 15, Building 12, Berlin 4163, Germany.
| | - Gergely Bertalan
- Department of Radiology, Charité - Universitätsmedizin Berlin, corporate member of Freie Universität Berlin, Humboldt-Universität zu Berlin, and Berlin Institute of Health, Charitéplatz 1, Berlin 10117, Germany.
| | - Jakob Jordan
- Department of Radiology, Charité - Universitätsmedizin Berlin, corporate member of Freie Universität Berlin, Humboldt-Universität zu Berlin, and Berlin Institute of Health, Charitéplatz 1, Berlin 10117, Germany.
| | - Julia Brangsch
- Department of Radiology, Charité - Universitätsmedizin Berlin, corporate member of Freie Universität Berlin, Humboldt-Universität zu Berlin, and Berlin Institute of Health, Charitéplatz 1, Berlin 10117, Germany.
| | - Avan Kader
- Department of Radiology, Charité - Universitätsmedizin Berlin, corporate member of Freie Universität Berlin, Humboldt-Universität zu Berlin, and Berlin Institute of Health, Charitéplatz 1, Berlin 10117, Germany; Department of Biology, Chemistry and Pharmacy, Institute of Biology, Freie Universität Berlin, Königin-Luise-Str. 1-3, Berlin 14195, Germany.
| | - Jana Möckel
- Department of Radiology, Charité - Universitätsmedizin Berlin, corporate member of Freie Universität Berlin, Humboldt-Universität zu Berlin, and Berlin Institute of Health, Charitéplatz 1, Berlin 10117, Germany.
| | - Lisa C Adams
- Department of Radiology, Charité - Universitätsmedizin Berlin, corporate member of Freie Universität Berlin, Humboldt-Universität zu Berlin, and Berlin Institute of Health, Charitéplatz 1, Berlin 10117, Germany.
| | - Ingolf Sack
- Department of Radiology, Charité - Universitätsmedizin Berlin, corporate member of Freie Universität Berlin, Humboldt-Universität zu Berlin, and Berlin Institute of Health, Charitéplatz 1, Berlin 10117, Germany.
| | - Matthias Taupitz
- Department of Radiology, Charité - Universitätsmedizin Berlin, corporate member of Freie Universität Berlin, Humboldt-Universität zu Berlin, and Berlin Institute of Health, Charitéplatz 1, Berlin 10117, Germany.
| | - Bernd Hamm
- Department of Radiology, Charité - Universitätsmedizin Berlin, corporate member of Freie Universität Berlin, Humboldt-Universität zu Berlin, and Berlin Institute of Health, Charitéplatz 1, Berlin 10117, Germany.
| | - Jürgen Braun
- Department of Radiology, Charité - Universitätsmedizin Berlin, corporate member of Freie Universität Berlin, Humboldt-Universität zu Berlin, and Berlin Institute of Health, Charitéplatz 1, Berlin 10117, Germany; Institute for Medical Informatics, Charité - Universitätsmedizin Berlin, Berlin, Germany, corporate member of Freie Universität Berlin, Humboldt-Universität zu Berlin, and Berlin Institute of Health, Hindenburgdamm 30, Berlin 12200, Germany.
| | - Marcus R Makowski
- Department of Radiology, Charité - Universitätsmedizin Berlin, corporate member of Freie Universität Berlin, Humboldt-Universität zu Berlin, and Berlin Institute of Health, Charitéplatz 1, Berlin 10117, Germany; Department of Diagnostic and Interventional Radiology, Technical University of Munich, Ismaninger Str. 22, Munich 81675, Germany.
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Dong H, Jin N, Kannengiesser S, Raterman B, White RD, Kolipaka A. Magnetic resonance elastography for estimating in vivo stiffness of the abdominal aorta using cardiac-gated spin-echo echo-planar imaging: a feasibility study. NMR IN BIOMEDICINE 2021; 34:e4420. [PMID: 33021342 DOI: 10.1002/nbm.4420] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/31/2020] [Revised: 09/02/2020] [Accepted: 09/10/2020] [Indexed: 06/11/2023]
Abstract
INTRODUCTION Magnetic resonance elastography (MRE)-derived aortic stiffness is a potential biomarker for multiple cardiovascular diseases. Currently, gradient-recalled echo (GRE) MRE is a widely accepted technique to estimate aortic stiffness. However, multi-slice GRE MRE requires multiple breath-holds (BHs), which can be challenging for patients who cannot consistently hold their breath. The aim of this study was to investigate the feasibility of a multi-slice spin-echo echo-planar imaging (SE-EPI) MRE sequence for quantifying in vivo aortic stiffness using a free-breathing (FB) protocol and a single-BH protocol. METHOD On Scanner 1, 25 healthy subjects participated in the validation of FB SE-EPI against FB GRE. On Scanner 2, another 15 healthy subjects were recruited to compare FB SE-EPI with single-BH SE-EPI. Among all volunteers, five participants were studied on both scanners to investigate the inter-scanner reproducibility of FB SE-EPI aortic MRE. Bland-Altman analysis, Lin's concordance correlation coefficient (LCCC) and coefficient of variation (COV) were evaluated. The phase-difference signal-to-noise ratios (PD SNR) were compared. RESULTS Aortic MRE using FB SE-EPI and FB GRE yielded similar stiffnesses (paired t-test, P = 0.19), with LCCC = 0.97. The FB SE-EPI measurements were reproducible (intra-scanner LCCC = 0.96) and highly repeatable (LCCC = 0.99). The FB SE-EPI MRE was also reproducible across different scanners (inter-scanner LCCC = 0.96). Single-BH SE-EPI scans yielded similar stiffness to FB SE-EPI scans (LCCC = 0.99) and demonstrated a low COV of 2.67% across five repeated measurements. CONCLUSION Multi-slice SE-EPI aortic MRE using an FB protocol or a single-BH protocol is reproducible and repeatable with advantage over multi-slice FB GRE in reducing acquisition time. Additionally, FB SE-EPI MRE provides a potential alternative to BH scans for patients who have challenges in holding their breath.
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Affiliation(s)
- Huiming Dong
- Department of Radiology, The Ohio State University Wexner Medical Center, Columbus, Ohio, USA
- Department of Biomedical Engineering, The Ohio State University, Columbus, Ohio, USA
| | - Ning Jin
- Siemens Medical Solution, Columbus, Ohio, USA
| | | | - Brian Raterman
- Department of Radiology, The Ohio State University Wexner Medical Center, Columbus, Ohio, USA
| | - Richard D White
- Department of Radiology, The Ohio State University Wexner Medical Center, Columbus, Ohio, USA
- Department of Biomedical Engineering, The Ohio State University, Columbus, Ohio, USA
- Department of Internal Medicine-Division of Cardiology, The Ohio State University Wexner Medical Center, Columbus, Ohio, USA
| | - Arunark Kolipaka
- Department of Radiology, The Ohio State University Wexner Medical Center, Columbus, Ohio, USA
- Department of Biomedical Engineering, The Ohio State University, Columbus, Ohio, USA
- Department of Internal Medicine-Division of Cardiology, The Ohio State University Wexner Medical Center, Columbus, Ohio, USA
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