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Darwish OI, Di Cio P, Sinkus R, Neji R. 3D MR elastography at 0.55 T: Concomitant field effects and feasibility. Magn Reson Med 2025; 93:1602-1614. [PMID: 39587762 PMCID: PMC11782726 DOI: 10.1002/mrm.30377] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/18/2024] [Revised: 10/17/2024] [Accepted: 11/01/2024] [Indexed: 11/27/2024]
Abstract
PURPOSE To demonstrate the feasibility of hepatic 3D MR elastography (MRE) at 0.55 T in healthy volunteers using Hadamard encoding and to study the effects of concomitant fields in the domain of MRE in general. METHODS Concomitant field effects in MRE are assessed using a Taylor series expansion and an encoding scheme is proposed to study the corresponding effects on 3D MRE at 0.55 T in numerical simulations and in phantom experiments. In addition, five healthy volunteers were enrolled and scanned at 60 Hz mechanical excitation with a Hadamard-encoded 3D MRE sequence at 0.55 T and were also scanned with a reference 3D MRE sequence at 3 T for comparison. The retrieved biomechanical parameters were the magnitude of the complex shear modulus (|G*|), the shear wave speed (Cs), and the loss modulus (G″). Comparison of apparent SNR between 3 T and 0.55 T was performed. RESULTS Theoretical analysis, numerical simulations and phantom experiments demonstrated that the effects of concomitant fields in 3D MRE at 0.55 T are negligible. In the healthy volunteer experiments, the mean values of |G*|, Cs, and G″ in the liver were 2.1 ± 0.3 kPa, 1.5 ± 0.1 m/s, and 0.8 ± 0.1 kPa at 0.55 T, respectively, and 2.0 ± 0.2 kPa, 1.5 ± 0.1 m/s, and 0.9 ± 0.1 kPa at 3 T, respectively. Bland-Altman analysis demonstrated good agreement between the biomechanical parameters retrieved at 0.55 T and 3 T. A 2.1-fold relative apparent SNR decrease was observed in 3D MRE at 0.55 T in comparison with 3 T. CONCLUSION Hepatic 3D MRE is feasible at 0.55 T, showing promising initial results in healthy volunteers.
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Affiliation(s)
- Omar Isam Darwish
- Research Department of Imaging Physics and Engineering, School of Biomedical Engineering and Imaging SciencesKing's College LondonLondonUK
- MR PredevelopmentSiemens Healthineers AGErlangenGermany
| | - Pierluigi Di Cio
- Research Department of Imaging Physics and Engineering, School of Biomedical Engineering and Imaging SciencesKing's College LondonLondonUK
| | - Ralph Sinkus
- Research Department of Imaging Physics and Engineering, School of Biomedical Engineering and Imaging SciencesKing's College LondonLondonUK
- INSERM U1148, LVTSUniversity Paris DiderotParisFrance
| | - Radhouene Neji
- Research Department of Imaging Physics and Engineering, School of Biomedical Engineering and Imaging SciencesKing's College LondonLondonUK
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Kim SH, Kim JY, Hwang MJ. Magnetic Resonance Elastography for the Detection and Classification of Prostate Cancer. Cancers (Basel) 2024; 16:3494. [PMID: 39456588 PMCID: PMC11505984 DOI: 10.3390/cancers16203494] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/31/2024] [Revised: 10/12/2024] [Accepted: 10/13/2024] [Indexed: 10/28/2024] Open
Abstract
We investigated the feasibility of magnetic resonance elastography (MRE) using a pelvic acoustic driver for the detection and classification of prostate cancer (PCa). A total of 75 consecutive patients (mean age, 70; range, 56-86) suspected of having PCa and who underwent multi-parametric MRI including MRE and subsequent surgical resection were included. The analyzed regions consisted of cancer (n = 69), benign prostatic hyperplasia (BPH) (n = 70), and normal parenchyma (n = 70). A histopathologic topographic map served as the reference standard for each region. One radiologist and one pathologist performed radiologic-pathologic correlation, and the radiologist measured stiffness values in each region of interest on elastograms automatically generated by dedicated software. Paired t-tests were used to compare stiffness values between two regions. ROC curve analysis was also used to extract a cutoff value between two regions. The stiffness value of PCa (unit, kilopascal (kPa); 4.9 ± 1.1) was significantly different to that of normal parenchyma (3.6 ± 0.3, p < 0.0001) and BPH (4.5 ± 1.4, p = 0.0454). Under a cutoff value of 4.2 kPa, a maximum accuracy of 87% was estimated, with a sensitivity of 73%, a specificity of 99%, and an AUC of 0.839 for discriminating PCa from normal parenchyma. Between PCa and BPH, a maximum accuracy of 62%, a sensitivity of 70%, a specificity of 56%, and an AUC of 0.598 were estimated at a 4.5 kPa cutoff. The stiffness values tended to increase as the ISUP grade increased. In conclusion, it is feasible to detect and classify PCa using pelvic MRE. Our observations suggest that MRE could be a supplement to multi-parametric MRI for PCa detection.
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Affiliation(s)
- Seung Ho Kim
- Department of Radiology, Inje University College of Medicine, Haeundae Paik Hospital, Busan 48108, Republic of Korea
| | - Joo Yeon Kim
- Department of Pathology, Inje University College of Medicine, Haeundae Paik Hospital, Busan 48108, Republic of Korea;
| | - Moon Jung Hwang
- Advanced Medical Imaging Institute, Korea University Anam Hospital, Seoul 02841, Republic of Korea;
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Kim W, Hwang JA, Min JH, Lee S, Lee JE, Shin J, Jeong WK. Exploring the impact of excluding intrahepatic segmental vessels on liver stiffness measurement and advanced fibrosis diagnosis using magnetic resonance elastography. Acta Radiol 2024; 65:1021-1029. [PMID: 39033394 DOI: 10.1177/02841851241263335] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 07/23/2024]
Abstract
BACKGROUND The impact of excluding intrahepatic segmental vessels from regions of interest (ROIs) on liver stiffness measurement (LSM) via magnetic resonance elastography (MRE) remains uncertain. PURPOSE To determine the effect of excluding intrahepatic segmental vessels from ROIs on LSM obtained from MRE. MATERIAL AND METHODS This retrospective analysis included 95 participants who underwent successful two-dimensional gradient recalled-echo MRE before hepatic tumor resection (n = 49) or living liver donation (n = 46). The conventional LSM was determined by manually drawing ROIs on the elastogram within the 95% confidence region, staying 1 cm within the liver capsule and excluding large hilar vessels, the gallbladder, hepatic lesions, and artifacts. In addition, the modified LSM was determined by excluding intrahepatic segmental vessels. LSMs obtained by the two methods were compared with paired sample signed-rank test. Diagnostic performance for advanced fibrosis was calculated and compared using McNemar's test and Delong's test. The stage of hepatic fibrosis was assessed using surgical specimens by the METAVIR system. RESULTS The modified LSM was larger than the conventional LSM (2.4 kPa vs. 2.2 kPa in reader 1; 2.7 kPa vs. 2.4 kPa in reader 2; P < 0.001). The modified LSM showed superior sensitivity (0.841 vs. 0.659 in reader 1; 0.864 vs. 0.705 in reader 2; P < 0.05) and area under the curve (0.901 vs. 0.820 in reader 1; 0.912 vs. 0.843 in reader 2; P < 0.05) for detecting advanced fibrosis (≥F3) than conventional LSM. CONCLUSION The exclusion of intrahepatic segmental vessels from ROIs in MRE affected the LSM and enhanced diagnostic performance for advanced fibrosis.
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Affiliation(s)
- Wook Kim
- Department of Radiology and Center for Imaging Sciences, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Republic of Korea
| | - Jeong Ah Hwang
- Department of Radiology and Center for Imaging Sciences, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Republic of Korea
| | - Ji Hye Min
- Department of Radiology and Center for Imaging Sciences, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Republic of Korea
| | - Sunyoung Lee
- Department of Radiology and Research Institute of Radiological Science, Severance Hospital, Yonsei University College of Medicine, Seoul, Republic of Korea
| | - Ji Eun Lee
- Department of Radiology, Soonchunhyang University College of Medicine, Bucheon Hospital, Bucheon, Republic of Korea
| | - Jaeseung Shin
- Department of Radiology and Center for Imaging Sciences, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Republic of Korea
| | - Woo Kyoung Jeong
- Department of Radiology and Center for Imaging Sciences, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, Republic of Korea
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Ozkaya E, Kennedy P, Chen J, Bane O, Dillman JR, Jhaveri KS, Ohliger MA, Rossman PJ, Tkach JA, Doucette JT, Venkatesh SK, Ehman RL, Taouli B. Precision and Test-Retest Repeatability of Stiffness Measurement with MR Elastography: A Multicenter Phantom Study. Radiology 2024; 311:e233136. [PMID: 38742971 PMCID: PMC11140535 DOI: 10.1148/radiol.233136] [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: 11/18/2023] [Revised: 03/14/2024] [Accepted: 03/26/2024] [Indexed: 05/16/2024]
Abstract
Background MR elastography (MRE) has been shown to have excellent performance for noninvasive liver fibrosis staging. However, there is limited knowledge regarding the precision and test-retest repeatability of stiffness measurement with MRE in the multicenter setting. Purpose To determine the precision and test-retest repeatability of stiffness measurement with MRE across multiple centers using the same phantoms. Materials and Methods In this study, three cylindrical phantoms made of polyvinyl chloride gel mimicking different degrees of liver stiffness in humans (phantoms 1-3: soft, medium, and hard stiffness, respectively) were evaluated. Between January 2021 and January 2022, phantoms were circulated between five different centers and scanned with 10 MRE-equipped clinical 1.5-T and 3-T systems from three major vendors, using two-dimensional (2D) gradient-recalled echo (GRE) imaging and/or 2D spin-echo (SE) echo-planar imaging (EPI). Similar MRE acquisition parameters, hardware, and reconstruction algorithms were used at each center. Mean stiffness was measured by a single observer for each phantom and acquisition on a single section. Stiffness measurement precision and same-session test-retest repeatability were assessed using the coefficient of variation (CV) and the repeatability coefficient (RC), respectively. Results The mean precision represented by the CV was 5.8% (95% CI: 3.8, 7.7) for all phantoms and both sequences combined. For all phantoms, 2D GRE achieved a CV of 4.5% (95% CI: 3.3, 5.7) whereas 2D SE EPI achieved a CV of 7.8% (95% CI: 3.1, 12.6). The mean RC of stiffness measurement was 5.8% (95% CI: 3.7, 7.8) for all phantoms and both sequences combined, 4.9% (95% CI: 2.7, 7.0) for 2D GRE, and 7.0% (95% CI: 2.9, 11.2) for 2D SE EPI (all phantoms). Conclusion MRE had excellent in vitro precision and same-session test-retest repeatability in the multicenter setting when similar imaging protocols, hardware, and reconstruction algorithms were used. © RSNA, 2024 Supplemental material is available for this article. See also the editorial by Tang in this issue.
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Affiliation(s)
| | | | - Jun Chen
- From the BioMedical Engineering and Imaging Institute (E.O., P.K.,
O.B., B.T.) and Departments of Diagnostic, Molecular and Interventional
Radiology (E.O., P.K., O.B., B.T.) Environmental Medicine and Public Health
(J.T.D.), Icahn School of Medicine at Mount Sinai, 1470 Madison Ave, New York,
NY 10029; Department of Radiology, Mayo Clinic, Rochester, Minn (J.C., P.J.R.,
S.K.V., R.L.E.); Department of Radiology, Nanjing University Medical School
Affiliated Drum Tower Hospital, Nanjing, China (J.C.); Department of Radiology,
Cincinnati Children’s Hospital Medical Center, University of Cincinnati
College of Medicine, Cincinnati, Ohio (J.R.D., J.A.T.); Joint Department of
Medical Imaging, University Health Network, Mount Sinai Hospital, and
Women’s College Hospital, University of Toronto, Toronto, Canada
(K.S.J.); Department of Radiology and Biomedical Imaging, University of
California, San Francisco, Calif (M.A.O.); and Department of Radiology,
Zuckerberg San Francisco General Hospital, San Francisco, Calif (M.A.O.)
| | - Octavia Bane
- From the BioMedical Engineering and Imaging Institute (E.O., P.K.,
O.B., B.T.) and Departments of Diagnostic, Molecular and Interventional
Radiology (E.O., P.K., O.B., B.T.) Environmental Medicine and Public Health
(J.T.D.), Icahn School of Medicine at Mount Sinai, 1470 Madison Ave, New York,
NY 10029; Department of Radiology, Mayo Clinic, Rochester, Minn (J.C., P.J.R.,
S.K.V., R.L.E.); Department of Radiology, Nanjing University Medical School
Affiliated Drum Tower Hospital, Nanjing, China (J.C.); Department of Radiology,
Cincinnati Children’s Hospital Medical Center, University of Cincinnati
College of Medicine, Cincinnati, Ohio (J.R.D., J.A.T.); Joint Department of
Medical Imaging, University Health Network, Mount Sinai Hospital, and
Women’s College Hospital, University of Toronto, Toronto, Canada
(K.S.J.); Department of Radiology and Biomedical Imaging, University of
California, San Francisco, Calif (M.A.O.); and Department of Radiology,
Zuckerberg San Francisco General Hospital, San Francisco, Calif (M.A.O.)
| | - Jonathan R. Dillman
- From the BioMedical Engineering and Imaging Institute (E.O., P.K.,
O.B., B.T.) and Departments of Diagnostic, Molecular and Interventional
Radiology (E.O., P.K., O.B., B.T.) Environmental Medicine and Public Health
(J.T.D.), Icahn School of Medicine at Mount Sinai, 1470 Madison Ave, New York,
NY 10029; Department of Radiology, Mayo Clinic, Rochester, Minn (J.C., P.J.R.,
S.K.V., R.L.E.); Department of Radiology, Nanjing University Medical School
Affiliated Drum Tower Hospital, Nanjing, China (J.C.); Department of Radiology,
Cincinnati Children’s Hospital Medical Center, University of Cincinnati
College of Medicine, Cincinnati, Ohio (J.R.D., J.A.T.); Joint Department of
Medical Imaging, University Health Network, Mount Sinai Hospital, and
Women’s College Hospital, University of Toronto, Toronto, Canada
(K.S.J.); Department of Radiology and Biomedical Imaging, University of
California, San Francisco, Calif (M.A.O.); and Department of Radiology,
Zuckerberg San Francisco General Hospital, San Francisco, Calif (M.A.O.)
| | - Kartik S. Jhaveri
- From the BioMedical Engineering and Imaging Institute (E.O., P.K.,
O.B., B.T.) and Departments of Diagnostic, Molecular and Interventional
Radiology (E.O., P.K., O.B., B.T.) Environmental Medicine and Public Health
(J.T.D.), Icahn School of Medicine at Mount Sinai, 1470 Madison Ave, New York,
NY 10029; Department of Radiology, Mayo Clinic, Rochester, Minn (J.C., P.J.R.,
S.K.V., R.L.E.); Department of Radiology, Nanjing University Medical School
Affiliated Drum Tower Hospital, Nanjing, China (J.C.); Department of Radiology,
Cincinnati Children’s Hospital Medical Center, University of Cincinnati
College of Medicine, Cincinnati, Ohio (J.R.D., J.A.T.); Joint Department of
Medical Imaging, University Health Network, Mount Sinai Hospital, and
Women’s College Hospital, University of Toronto, Toronto, Canada
(K.S.J.); Department of Radiology and Biomedical Imaging, University of
California, San Francisco, Calif (M.A.O.); and Department of Radiology,
Zuckerberg San Francisco General Hospital, San Francisco, Calif (M.A.O.)
| | - Michael A. Ohliger
- From the BioMedical Engineering and Imaging Institute (E.O., P.K.,
O.B., B.T.) and Departments of Diagnostic, Molecular and Interventional
Radiology (E.O., P.K., O.B., B.T.) Environmental Medicine and Public Health
(J.T.D.), Icahn School of Medicine at Mount Sinai, 1470 Madison Ave, New York,
NY 10029; Department of Radiology, Mayo Clinic, Rochester, Minn (J.C., P.J.R.,
S.K.V., R.L.E.); Department of Radiology, Nanjing University Medical School
Affiliated Drum Tower Hospital, Nanjing, China (J.C.); Department of Radiology,
Cincinnati Children’s Hospital Medical Center, University of Cincinnati
College of Medicine, Cincinnati, Ohio (J.R.D., J.A.T.); Joint Department of
Medical Imaging, University Health Network, Mount Sinai Hospital, and
Women’s College Hospital, University of Toronto, Toronto, Canada
(K.S.J.); Department of Radiology and Biomedical Imaging, University of
California, San Francisco, Calif (M.A.O.); and Department of Radiology,
Zuckerberg San Francisco General Hospital, San Francisco, Calif (M.A.O.)
| | - Phillip J. Rossman
- From the BioMedical Engineering and Imaging Institute (E.O., P.K.,
O.B., B.T.) and Departments of Diagnostic, Molecular and Interventional
Radiology (E.O., P.K., O.B., B.T.) Environmental Medicine and Public Health
(J.T.D.), Icahn School of Medicine at Mount Sinai, 1470 Madison Ave, New York,
NY 10029; Department of Radiology, Mayo Clinic, Rochester, Minn (J.C., P.J.R.,
S.K.V., R.L.E.); Department of Radiology, Nanjing University Medical School
Affiliated Drum Tower Hospital, Nanjing, China (J.C.); Department of Radiology,
Cincinnati Children’s Hospital Medical Center, University of Cincinnati
College of Medicine, Cincinnati, Ohio (J.R.D., J.A.T.); Joint Department of
Medical Imaging, University Health Network, Mount Sinai Hospital, and
Women’s College Hospital, University of Toronto, Toronto, Canada
(K.S.J.); Department of Radiology and Biomedical Imaging, University of
California, San Francisco, Calif (M.A.O.); and Department of Radiology,
Zuckerberg San Francisco General Hospital, San Francisco, Calif (M.A.O.)
| | - Jean A. Tkach
- From the BioMedical Engineering and Imaging Institute (E.O., P.K.,
O.B., B.T.) and Departments of Diagnostic, Molecular and Interventional
Radiology (E.O., P.K., O.B., B.T.) Environmental Medicine and Public Health
(J.T.D.), Icahn School of Medicine at Mount Sinai, 1470 Madison Ave, New York,
NY 10029; Department of Radiology, Mayo Clinic, Rochester, Minn (J.C., P.J.R.,
S.K.V., R.L.E.); Department of Radiology, Nanjing University Medical School
Affiliated Drum Tower Hospital, Nanjing, China (J.C.); Department of Radiology,
Cincinnati Children’s Hospital Medical Center, University of Cincinnati
College of Medicine, Cincinnati, Ohio (J.R.D., J.A.T.); Joint Department of
Medical Imaging, University Health Network, Mount Sinai Hospital, and
Women’s College Hospital, University of Toronto, Toronto, Canada
(K.S.J.); Department of Radiology and Biomedical Imaging, University of
California, San Francisco, Calif (M.A.O.); and Department of Radiology,
Zuckerberg San Francisco General Hospital, San Francisco, Calif (M.A.O.)
| | - John T. Doucette
- From the BioMedical Engineering and Imaging Institute (E.O., P.K.,
O.B., B.T.) and Departments of Diagnostic, Molecular and Interventional
Radiology (E.O., P.K., O.B., B.T.) Environmental Medicine and Public Health
(J.T.D.), Icahn School of Medicine at Mount Sinai, 1470 Madison Ave, New York,
NY 10029; Department of Radiology, Mayo Clinic, Rochester, Minn (J.C., P.J.R.,
S.K.V., R.L.E.); Department of Radiology, Nanjing University Medical School
Affiliated Drum Tower Hospital, Nanjing, China (J.C.); Department of Radiology,
Cincinnati Children’s Hospital Medical Center, University of Cincinnati
College of Medicine, Cincinnati, Ohio (J.R.D., J.A.T.); Joint Department of
Medical Imaging, University Health Network, Mount Sinai Hospital, and
Women’s College Hospital, University of Toronto, Toronto, Canada
(K.S.J.); Department of Radiology and Biomedical Imaging, University of
California, San Francisco, Calif (M.A.O.); and Department of Radiology,
Zuckerberg San Francisco General Hospital, San Francisco, Calif (M.A.O.)
| | - Sudhakar K. Venkatesh
- From the BioMedical Engineering and Imaging Institute (E.O., P.K.,
O.B., B.T.) and Departments of Diagnostic, Molecular and Interventional
Radiology (E.O., P.K., O.B., B.T.) Environmental Medicine and Public Health
(J.T.D.), Icahn School of Medicine at Mount Sinai, 1470 Madison Ave, New York,
NY 10029; Department of Radiology, Mayo Clinic, Rochester, Minn (J.C., P.J.R.,
S.K.V., R.L.E.); Department of Radiology, Nanjing University Medical School
Affiliated Drum Tower Hospital, Nanjing, China (J.C.); Department of Radiology,
Cincinnati Children’s Hospital Medical Center, University of Cincinnati
College of Medicine, Cincinnati, Ohio (J.R.D., J.A.T.); Joint Department of
Medical Imaging, University Health Network, Mount Sinai Hospital, and
Women’s College Hospital, University of Toronto, Toronto, Canada
(K.S.J.); Department of Radiology and Biomedical Imaging, University of
California, San Francisco, Calif (M.A.O.); and Department of Radiology,
Zuckerberg San Francisco General Hospital, San Francisco, Calif (M.A.O.)
| | - Richard L. Ehman
- From the BioMedical Engineering and Imaging Institute (E.O., P.K.,
O.B., B.T.) and Departments of Diagnostic, Molecular and Interventional
Radiology (E.O., P.K., O.B., B.T.) Environmental Medicine and Public Health
(J.T.D.), Icahn School of Medicine at Mount Sinai, 1470 Madison Ave, New York,
NY 10029; Department of Radiology, Mayo Clinic, Rochester, Minn (J.C., P.J.R.,
S.K.V., R.L.E.); Department of Radiology, Nanjing University Medical School
Affiliated Drum Tower Hospital, Nanjing, China (J.C.); Department of Radiology,
Cincinnati Children’s Hospital Medical Center, University of Cincinnati
College of Medicine, Cincinnati, Ohio (J.R.D., J.A.T.); Joint Department of
Medical Imaging, University Health Network, Mount Sinai Hospital, and
Women’s College Hospital, University of Toronto, Toronto, Canada
(K.S.J.); Department of Radiology and Biomedical Imaging, University of
California, San Francisco, Calif (M.A.O.); and Department of Radiology,
Zuckerberg San Francisco General Hospital, San Francisco, Calif (M.A.O.)
| | - Bachir Taouli
- From the BioMedical Engineering and Imaging Institute (E.O., P.K.,
O.B., B.T.) and Departments of Diagnostic, Molecular and Interventional
Radiology (E.O., P.K., O.B., B.T.) Environmental Medicine and Public Health
(J.T.D.), Icahn School of Medicine at Mount Sinai, 1470 Madison Ave, New York,
NY 10029; Department of Radiology, Mayo Clinic, Rochester, Minn (J.C., P.J.R.,
S.K.V., R.L.E.); Department of Radiology, Nanjing University Medical School
Affiliated Drum Tower Hospital, Nanjing, China (J.C.); Department of Radiology,
Cincinnati Children’s Hospital Medical Center, University of Cincinnati
College of Medicine, Cincinnati, Ohio (J.R.D., J.A.T.); Joint Department of
Medical Imaging, University Health Network, Mount Sinai Hospital, and
Women’s College Hospital, University of Toronto, Toronto, Canada
(K.S.J.); Department of Radiology and Biomedical Imaging, University of
California, San Francisco, Calif (M.A.O.); and Department of Radiology,
Zuckerberg San Francisco General Hospital, San Francisco, Calif (M.A.O.)
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Tsujita Y, Sofue K, Ueshima E, Ueno Y, Hori M, Murakami T. Clinical Application of Quantitative MR Imaging in Nonalcoholic Fatty Liver Disease. Magn Reson Med Sci 2023; 22:435-445. [PMID: 35584952 PMCID: PMC10552668 DOI: 10.2463/mrms.rev.2021-0152] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/29/2021] [Accepted: 03/23/2022] [Indexed: 11/09/2022] Open
Abstract
Viral hepatitis was previously the most common cause of chronic liver disease. However, in recent years, nonalcoholic fatty liver disease (NAFLD) cases have been increasing, especially in developed countries. NAFLD is histologically characterized by fat, fibrosis, and inflammation in the liver, eventually leading to cirrhosis and hepatocellular carcinoma. Although biopsy is the gold standard for the assessment of the liver parenchyma, quantitative evaluation methods, such as ultrasound, CT, and MRI, have been reported to have good diagnostic performances. The quantification of liver fat, fibrosis, and inflammation is expected to be clinically useful in terms of the prognosis, early intervention, and treatment response for the management of NAFLD. The aim of this review was to discuss the basics and prospects of MRI-based tissue quantifications of the liver, mainly focusing on proton density fat fraction for the quantification of fat deposition, MR elastography for the quantification of fibrosis, and multifrequency MR elastography for the evaluation of inflammation.
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Affiliation(s)
- Yushi Tsujita
- Department of Radiology, Kobe University Graduate School of Medicine, Kobe, Hyogo, Japan
| | - Keitaro Sofue
- Department of Radiology, Kobe University Graduate School of Medicine, Kobe, Hyogo, Japan
| | - Eisuke Ueshima
- Department of Radiology, Kobe University Graduate School of Medicine, Kobe, Hyogo, Japan
| | - Yoshiko Ueno
- Department of Radiology, Kobe University Graduate School of Medicine, Kobe, Hyogo, Japan
| | - Masatoshi Hori
- Department of Radiology, Kobe University Graduate School of Medicine, Kobe, Hyogo, Japan
| | - Takamichi Murakami
- Department of Radiology, Kobe University Graduate School of Medicine, Kobe, Hyogo, Japan
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Kalwa PL, Schäffer TE. Water flow elastography - A promising tool to measure tissue stiffness during minimally invasive surgery. J Mech Behav Biomed Mater 2023; 145:106004. [PMID: 37418969 DOI: 10.1016/j.jmbbm.2023.106004] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/14/2022] [Revised: 06/29/2023] [Accepted: 06/30/2023] [Indexed: 07/09/2023]
Abstract
Mechanical properties are important markers for pathological processes in tissue. Elastography techniques are therefore becoming more and more useful for diagnostics. In minimally invasive surgery (MIS), however, the probe size is limited and the handling is restricted, thereby excluding the application of most established elastography techniques. In this paper we introduce water flow elastography (WaFE) as a new technique that benefits from a small and inexpensive probe. This probe flows pressurized water against the sample surface to locally indent it. The volume of the indentation is measured with a flow meter. We use finite element simulations to find the relation between the indentation volume, the water pressure, and the Young's modulus of the sample. We used WaFE to measure the Young's modulus of silicone samples and porcine organs, finding agreement within 10% to measurements with a commercial material testing machine. Our results show that WaFE is a promising technique for providing local elastography in MIS.
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Affiliation(s)
- Paul L Kalwa
- Institute of Applied Physics, University of Tübingen, Auf der Morgenstelle 10, 72076, Tübingen, Germany
| | - Tilman E Schäffer
- Institute of Applied Physics, University of Tübingen, Auf der Morgenstelle 10, 72076, Tübingen, Germany.
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7
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Obrzut M, Atamaniuk V, Ehman RL, Yin M, Cholewa M, Gutkowski K, Domka W, Ozga D, Obrzut B. Evaluation of Spleen Stiffness in Young Healthy Volunteers Using Magnetic Resonance Elastography. Diagnostics (Basel) 2023; 13:2738. [PMID: 37685274 PMCID: PMC10486410 DOI: 10.3390/diagnostics13172738] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/19/2023] [Revised: 08/16/2023] [Accepted: 08/20/2023] [Indexed: 09/10/2023] Open
Abstract
PURPOSE Magnetic resonance elastography (MRE) has been established as the most accurate noninvasive technique for diagnosing liver fibrosis. Recent publications have suggested that the measurement of splenic stiffness is useful in setting where portal hypertension may be present. The goal of the current study was to compile normative data for MRE-assessed stiffness measurements of the spleen in young adults. MATERIALS AND METHODS A total of 100 healthy young Caucasian volunteers (65 females and 35 males) in the age range of 20 to 32 years were enrolled in this study. The participants reported no history of chronic spleen and liver disease, normal alcohol consumption, and a normal diet. The MRE data were acquired by using a 1.5 T whole-body scanner and a 2D GRE pulse sequence with 60 Hz excitation. Spleen stiffness was calculated as a weighted mean of stiffness values in the regions of interest manually drawn by the radiologist on three to five spleen slices. RESULTS Mean spleen stiffness was 5.09 ± 0.65 kPa for the whole group. Male volunteers had slightly higher splenic stiffness compared to females: 5.28 ± 0.78 vs. 4.98 ± 0.51 kPa, however, this difference was not statistically significant (p = 0.12). Spleen stiffness did not correlate with spleen fat content and liver stiffness but a statistically significant correlation with spleen volume was found. CONCLUSIONS The findings of this study provide normative values for 2D MRE-based measurement of spleen stiffness in young adults, a basis for assessing the value of this biomarker in young patients with portal system pathologies.
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Affiliation(s)
- Marzanna Obrzut
- Institute of Health Sciences, Medical College, University of Rzeszow, Warzywna 1a, 35-310 Rzeszow, Poland; (M.O.)
| | - Vitaliy Atamaniuk
- Department of Biophysics, Institute of Physics, College of Natural Sciences, University of Rzeszow, Prof. Stanisława Pigonia Str. 1, 35-310 Rzeszow, Poland; (V.A.); (M.C.)
| | - Richard L. Ehman
- Department of Radiology, Mayo Clinic, 200 First St. SW, Rochester, MN 55905, USA
| | - Meng Yin
- Department of Radiology, Mayo Clinic, 200 First St. SW, Rochester, MN 55905, USA
| | - Marian Cholewa
- Department of Biophysics, Institute of Physics, College of Natural Sciences, University of Rzeszow, Prof. Stanisława Pigonia Str. 1, 35-310 Rzeszow, Poland; (V.A.); (M.C.)
| | - Krzysztof Gutkowski
- Institute of Medical Sciences, Medical College, University of Rzeszow, Rejtana 16C, 35-959 Rzeszow, Poland;
| | - Wojciech Domka
- Department of Otolaryngology, Institute of Medical Sciences, Medical College, University of Rzeszow, Rejtana 16C, 35-959 Rzeszow, Poland;
| | - Dorota Ozga
- Institute of Health Sciences, Medical College, University of Rzeszow, Warzywna 1a, 35-310 Rzeszow, Poland; (M.O.)
| | - Bogdan Obrzut
- Department of Obstetrics and Gynecology, Institute of Medical Sciences, Medical College, University of Rzeszow, Rejtana 16C, 35-959 Rzeszow, Poland
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Kim M, Yoon EL, Lee J, Cho S, Lee CM, Kang BK, Park H, Jun DW, Nah EH. Diagnostic Performance of Noninvasive Tests for Advanced Hepatic Fibrosis in Young Age Population. Clin Gastroenterol Hepatol 2023; 21:1831-1840.e12. [PMID: 37115504 DOI: 10.1016/j.cgh.2022.10.020] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/15/2022] [Revised: 09/22/2022] [Accepted: 10/17/2022] [Indexed: 04/29/2023]
Abstract
BACKGROUND & AIMS Most noninvasive tests (NITs) for hepatic fibrosis are designed for middle-aged patients with chronic liver disease. We compared the diagnostic performance of major NITs (aspartate aminotransferase-to-platelet ratio index [APRI], Fibrosis-4 index, and nonalcoholic fatty liver disease fibrosis score) for a community-based cohort. METHODS This cross-sectional study analyzed 8775 participants who underwent magnetic resonance elastography at community health check-up centers. Advanced hepatic fibrosis (≥F3) was defined by magnetic resonance elastography thresholds of 3.6 kPa. The diagnostic performance of 3 NITs was evaluated according to the etiology of liver disease, sex, metabolic syndrome, obesity, and increased aminotransferase levels in 4 age groups. RESULTS The APRI generally showed the best area under the receiver operating characteristic curve in patients aged 45 years or younger, and it was statistically significant in patients with chronic viral hepatitis and alcoholic fatty liver disease (P < .043). The best APRI cut-off value for detecting advanced hepatic fibrosis was 0.4, with a sensitivity and specificity of 75.8% and 73.5%, respectively, in the community-based cohort. The APRI showed balanced sensitivity and specificity across all age groups, whereas the other metrics showed low sensitivity in those aged <45 and low specificity in those >65 years. CONCLUSIONS The APRI showed better sensitivity and negative predictive value than the Fibrosis-4 index and the nonalcoholic fatty liver disease fibrosis score in community-based populations with mixed etiology, and, thus, can be performed as the primary test in young adults (age, ≤45 y).
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Affiliation(s)
- Mimi Kim
- Department of Radiology, Hanyang University College of Medicine, Seoul, Korea
| | | | - Jonghyun Lee
- Department of Medical and Digital Engineering, Hanyang University College of Engineering, Seoul, Korea
| | - Seon Cho
- Health Promotion Research Institute, Korea Association of Health Promotion, Seoul, Korea
| | - Chul-Min Lee
- Department of Radiology, Hanyang University College of Medicine, Seoul, Korea
| | - Bo Kyeong Kang
- Department of Radiology, Hanyang University College of Medicine, Seoul, Korea
| | - Huiyul Park
- Department of Family Medicine, Myongji Hospital, Goyang-si, Gyeonggi-do, Korea
| | - Dae Won Jun
- Internal Medicine, Hanyang University College of Medicine, Seoul, Korea; Department of Medical and Digital Engineering, Hanyang University College of Engineering, Seoul, Korea.
| | - Eun-Hee Nah
- Health Promotion Research Institute, Korea Association of Health Promotion, Seoul, Korea.
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9
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Sun W, Gao X, Lei H, Wang W, Cao Y. Biophysical Approaches for Applying and Measuring Biological Forces. ADVANCED SCIENCE (WEINHEIM, BADEN-WURTTEMBERG, GERMANY) 2022; 9:e2105254. [PMID: 34923777 PMCID: PMC8844594 DOI: 10.1002/advs.202105254] [Citation(s) in RCA: 13] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/15/2021] [Indexed: 05/13/2023]
Abstract
Over the past decades, increasing evidence has indicated that mechanical loads can regulate the morphogenesis, proliferation, migration, and apoptosis of living cells. Investigations of how cells sense mechanical stimuli or the mechanotransduction mechanism is an active field of biomaterials and biophysics. Gaining a further understanding of mechanical regulation and depicting the mechanotransduction network inside cells require advanced experimental techniques and new theories. In this review, the fundamental principles of various experimental approaches that have been developed to characterize various types and magnitudes of forces experienced at the cellular and subcellular levels are summarized. The broad applications of these techniques are introduced with an emphasis on the difficulties in implementing these techniques in special biological systems. The advantages and disadvantages of each technique are discussed, which can guide readers to choose the most suitable technique for their questions. A perspective on future directions in this field is also provided. It is anticipated that technical advancement can be a driving force for the development of mechanobiology.
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Affiliation(s)
- Wenxu Sun
- School of SciencesNantong UniversityNantong226019P. R. China
| | - Xiang Gao
- Key Laboratory of Intelligent Optical Sensing and IntegrationNational Laboratory of Solid State Microstructureand Department of PhysicsCollaborative Innovation Center of Advanced MicrostructuresNanjing UniversityNanjing210023P. R. China
- Institute of Brain ScienceNanjing UniversityNanjing210023P. R. China
| | - Hai Lei
- Key Laboratory of Intelligent Optical Sensing and IntegrationNational Laboratory of Solid State Microstructureand Department of PhysicsCollaborative Innovation Center of Advanced MicrostructuresNanjing UniversityNanjing210023P. R. China
- Institute of Brain ScienceNanjing UniversityNanjing210023P. R. China
- Chemistry and Biomedicine Innovation CenterNanjing UniversityNanjing210023P. R. China
| | - Wei Wang
- Key Laboratory of Intelligent Optical Sensing and IntegrationNational Laboratory of Solid State Microstructureand Department of PhysicsCollaborative Innovation Center of Advanced MicrostructuresNanjing UniversityNanjing210023P. R. China
- Institute of Brain ScienceNanjing UniversityNanjing210023P. R. China
| | - Yi Cao
- Key Laboratory of Intelligent Optical Sensing and IntegrationNational Laboratory of Solid State Microstructureand Department of PhysicsCollaborative Innovation Center of Advanced MicrostructuresNanjing UniversityNanjing210023P. R. China
- Institute of Brain ScienceNanjing UniversityNanjing210023P. R. China
- MOE Key Laboratory of High Performance Polymer Materials and TechnologyDepartment of Polymer Science & EngineeringCollege of Chemistry & Chemical EngineeringNanjing UniversityNanjing210023P. R. China
- Chemistry and Biomedicine Innovation CenterNanjing UniversityNanjing210023P. R. China
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10
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Kim SW, Lee JM, Park S, Joo I, Yoon JH, Chang W, Kim H. Diagnostic Performance of Spin-Echo Echo-Planar Imaging Magnetic Resonance Elastography in 3T System for Noninvasive Assessment of Hepatic Fibrosis. Korean J Radiol 2022; 23:180-188. [PMID: 35029070 PMCID: PMC8814695 DOI: 10.3348/kjr.2021.0145] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/18/2021] [Revised: 08/08/2021] [Accepted: 08/09/2021] [Indexed: 11/15/2022] Open
Abstract
Objective To validate the performance of 3T spin-echo echo-planar imaging (SE-EPI) magnetic resonance elastography (MRE) for staging hepatic fibrosis in a large population, using surgical specimens as the reference standard. Materials and Methods This retrospective study initially included 310 adults (155 undergoing hepatic resection and 155 undergoing donor hepatectomy) with histopathologic results from surgical liver specimens. They underwent 3T SE-EPI MRE ≤ 3 months prior to surgery. Demographic findings, underlying liver disease, and hepatic fibrosis pathologic stage according to METAVIR were recorded. Liver stiffness (LS) was measured by two radiologists, and inter-reader reproducibility was evaluated using the intraclass correlation coefficient (ICC). The mean LS of each fibrosis stage (F0–F4) was calculated in total and for each etiologic subgroup. Comparisons among subgroups were performed using the Kruskal–Wallis test and Conover post-hoc test. The cutoff values for fibrosis staging were estimated using receiver operating characteristic (ROC) curve analysis. Results Inter-reader reproducibility was excellent (ICC, 0.98; 95% confidence interval, 0.97–0.99). The mean LS values were 1.91, 2.41, 3.24, and 5.41 kPa in F0–F1 (n = 171), F2 (n = 26), F3 (n = 38), and F4 (n = 72), respectively. The discriminating cutoff values for diagnosing ≥ F2, ≥ F3, and F4 were 2.18, 2.71, and 3.15 kPa, respectively, with the ROC curve areas of 0.97–0.98 (sensitivity 91.2%–95.9%, specificity 90.7%–99.0%). The mean LS was significantly higher in patients with cirrhosis (F4) of nonviral causes, such as primary biliary cirrhosis (9.56 kPa) and alcoholic liver disease (7.17 kPa) than in those with hepatitis B or C cirrhosis (4.28 and 4.92 kPa, respectively). There were no statistically significant differences in LS among the different etiologic subgroups in the F0–F3 stages. Conclusion The 3T SE-EPI MRE demonstrated high interobserver reproducibility, and our criteria for staging hepatic fibrosis showed high diagnostic performance. LS was significantly higher in patients with non-viral cirrhosis than in those with viral cirrhosis.
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Affiliation(s)
- Se Woo Kim
- Department of Radiology, Seoul National University Hospital, Seoul, Korea.,Department of Radiology, Seoul National University College of Medicine, Seoul, Korea
| | - Jeong Min Lee
- Department of Radiology, Seoul National University Hospital, Seoul, Korea.,Department of Radiology, Seoul National University College of Medicine, Seoul, Korea.,Institute of Radiation Medicine, Seoul National University Medical Research Center, Seoul National University Hospital, Seoul, Korea.
| | - Sungeun Park
- Department of Radiology, Konkuk University Medical Center, Seoul, Korea
| | - Ijin Joo
- Department of Radiology, Seoul National University Hospital, Seoul, Korea.,Department of Radiology, Seoul National University College of Medicine, Seoul, Korea
| | - Jeong Hee Yoon
- Department of Radiology, Seoul National University Hospital, Seoul, Korea.,Department of Radiology, Seoul National University College of Medicine, Seoul, Korea
| | - Won Chang
- Department of Radiology, Seoul National University Bundang Hospital, Seongnam, Korea
| | - Haeryoung Kim
- Department of Pathology, Seoul National University Hospital, Seoul, Korea.,Department of Pathology, Seoul National University College of Medicine, Seoul, Korea
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11
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Kumada T, Toyoda H, Yasuda S, Sone Y, Ogawa S, Takeshima K, Tada T, Ito T, Sumida Y, Tanaka J. Prediction of Hepatocellular Carcinoma by Liver Stiffness Measurements Using Magnetic Resonance Elastography After Eradicating Hepatitis C Virus. Clin Transl Gastroenterol 2021; 12:e00337. [PMID: 33888672 PMCID: PMC8078363 DOI: 10.14309/ctg.0000000000000337] [Citation(s) in RCA: 20] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/22/2020] [Accepted: 03/05/2021] [Indexed: 02/07/2023] Open
Abstract
INTRODUCTION Liver fibrosis stage is one of the most important factors in stratifying the risk of developing hepatocellular carcinoma (HCC). We evaluated the usefulness of liver stiffness measured by magnetic resonance elastography (MRE) to stratify the risk of developing HCC in patients who underwent MRE before receiving direct-acting antivirals (DAAs) and subsequently achieved sustained virological response (SVR). METHODS A total of 537 consecutive patients with persistent hepatitis C virus who underwent initial MRE before DAA therapy and achieved SVR were enrolled. Factors associated with HCC development were analyzed by univariate and multivariate Cox proportional hazards models. RESULTS Albumin-bilirubin score ≥ -2.60 (adjusted hazard ratio [aHR] 6.303), fibrosis-4 (FIB-4) score >3.25 (aHR 7.676), and MRE value ≥4.5 kPa (aHR 13.190) were associated with HCC development according to a univariate Cox proportional hazards model. A multivariate Cox proportional hazards model showed that an MRE value ≥4.5 kPa (aHR 7.301) was the only factor independently associated with HCC development. Even in patients with an FIB-4 score >3.25, the cumulative incidence rate of HCC development in those with an MRE value <4.5 kPa was significantly lower than that in patients with an MRE value ≥4.5 kPa. DISCUSSION Liver stiffness measured by MRE before DAA therapy was an excellent marker for predicting subsequent HCC development in patients with hepatitis C virus infection who achieved SVR. The same results were observed in patients with high FIB-4 scores.
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Affiliation(s)
- Takashi Kumada
- Department of Nursing, Faculty of Nursing, Gifu Kyoritsu University, Ogaki, Gifu, Japan
| | - Hidenori Toyoda
- Department of Gastroenterology and Hepatology, Ogaki Municipal Hospital, Ogaki, Gifu, Japan
| | - Satoshi Yasuda
- Department of Gastroenterology and Hepatology, Ogaki Municipal Hospital, Ogaki, Gifu, Japan
| | - Yasuhiro Sone
- Department of Radiology, Ogaki Municipal Hospital, Ogaki, Gifu, Japan
| | - Sadanobu Ogawa
- Department of Imaging Diagnosis, Ogaki Municipal Hospital, Ogaki, Gifu, Japan
| | - Kenji Takeshima
- Department of Imaging Diagnosis, Ogaki Municipal Hospital, Ogaki, Gifu, Japan
| | - Toshifumi Tada
- Department of Internal Medicine, Himeji Red Cross Hospital, Himeji, Hyougo, Japan
| | - Takanori Ito
- Department of Gastroenterology and Hepatology, Nagoya University Graduate School of Medicine, Nagoya, Aichi, Japan
| | - Yoshio Sumida
- Division of Hepatology and Pancreatology, Department of Internal Medicine, Aichi Medical University, Nagakute, Aichi, Japan
| | - Junko Tanaka
- Department of Epidemiology, Infectious Disease Control, and Prevention, Hiroshima University Institute of Biomedical and Health Sciences, Hiroshima, Japan
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12
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Magnetic resonance elastography to quantify liver disease severity in autosomal recessive polycystic kidney disease. Abdom Radiol (NY) 2021; 46:570-580. [PMID: 32757071 DOI: 10.1007/s00261-020-02694-1] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/20/2020] [Revised: 05/30/2020] [Accepted: 07/25/2020] [Indexed: 12/11/2022]
Abstract
OBJECTIVES To evaluate whether liver and spleen magnetic resonance elastography (MRE) can measure the severity of congenital hepatic fibrosis (CHF) and portal hypertension (pHTN) in individuals with autosomal recessive polycystic kidney disease (ARPKD), and to examine correlations between liver MRE and ultrasound (US) elastography. METHODS Cross-sectional study of nine individuals with ARPKD and 14 healthy controls. MRE was performed to measure mean liver and spleen stiffness (kPa); US elastography was performed to measure point shear wave speed (SWS) in both liver lobes. We compared: (1) MRE liver and spleen stiffness between controls vs. ARPKD; and (2) MRE liver stiffness between participants with ARPKD without vs. with pHTN, and examined correlations between MRE liver stiffness, spleen length, platelet counts, and US elastography SWS. Receiver operating characteristic (ROC) analysis was performed to examine diagnostic accuracy of liver MRE. RESULTS Participants with ARPKD (median age 16.8 [IQR 13.3, 18.9] years) had higher median MRE liver stiffness than controls (median age 14.7 [IQR 9.7, 16.7 years) (2.55 vs. 1.92 kPa, p = 0.008), but MRE spleen stiffness did not differ. ARPKD participants with pHTN had higher median MRE liver stiffness than those without (3.60 kPa vs 2.49 kPa, p = 0.05). Liver MRE and US elastography measurements were strongly correlated. To distinguish ARPKD vs. control groups, liver MRE had 78% sensitivity and 93% specificity at a proposed cut-off of 2.48 kPa [ROC area 0.83 (95% CI 0.63-1.00)]. CONCLUSION Liver MRE may be a useful quantitative method to measure the severity of CHF and pHTN in individuals with ARPKD.
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13
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MR Elastography. Mol Imaging 2021. [DOI: 10.1016/b978-0-12-816386-3.00058-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
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14
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Manduca A, Bayly PJ, Ehman RL, Kolipaka A, Royston TJ, Sack I, Sinkus R, Van Beers BE. MR elastography: Principles, guidelines, and terminology. Magn Reson Med 2020; 85:2377-2390. [PMID: 33296103 DOI: 10.1002/mrm.28627] [Citation(s) in RCA: 135] [Impact Index Per Article: 27.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/15/2020] [Revised: 10/20/2020] [Accepted: 11/09/2020] [Indexed: 12/13/2022]
Abstract
Magnetic resonance elastography (MRE) is a phase contrast-based MRI technique that can measure displacement due to propagating mechanical waves, from which material properties such as shear modulus can be calculated. Magnetic resonance elastography can be thought of as quantitative, noninvasive palpation. It is increasing in clinical importance, has become widespread in the diagnosis and staging of liver fibrosis, and additional clinical applications are being explored. However, publications have reported MRE results using many different parameters, acquisition techniques, processing methods, and varied nomenclature. The diversity of terminology can lead to confusion (particularly among clinicians) about the meaning of and interpretation of MRE results. This paper was written by the MRE Guidelines Committee, a group formalized at the first meeting of the ISMRM MRE Study Group, to clarify and move toward standardization of MRE nomenclature. The purpose of this paper is to (1) explain MRE terminology and concepts to those not familiar with them, (2) define "good practices" for practitioners of MRE, and (3) identify opportunities to standardize terminology, to avoid confusion.
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Affiliation(s)
- Armando Manduca
- Physiology and Biomedical Engineering, Mayo Clinic, Rochester, Minnesota, USA
| | - Philip J Bayly
- Mechanical Engineering and Materials Science, Washington University in St. Louis, St. Louis, Missouri, USA
| | - Richard L Ehman
- Physiology and Biomedical Engineering, Mayo Clinic, Rochester, Minnesota, USA
| | - Arunark Kolipaka
- Department of Radiology, Ohio State University, Columbus, Ohio, USA
| | - Thomas J Royston
- Department of Bioengineering, University of Illinois at Chicago, Chicago, Illinois, USA
| | - Ingolf Sack
- Charité-Universitätsmedizin Berlin, Berlin, Germany
| | - Ralph Sinkus
- Imaging Sciences & Biomedical Engineering, Kings College London, London, United Kingdom
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Mohamed REED, Amin MA, Omar HM, Soliman HEM, Zakaria H. Hepatic magnetic resonance elastography: can it be an alternative to invasive biopsy preceding living donor liver transplantation? THE EGYPTIAN JOURNAL OF RADIOLOGY AND NUCLEAR MEDICINE 2020. [DOI: 10.1186/s43055-020-00324-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/10/2022] Open
Abstract
Abstract
Background
Recently, the living donor liver transplantation (LDLT) surgery is employed as the treatment of choice for end-stage chronic liver disease and hepatocellular carcinoma. The role of liver biopsy in donor’s selection protocol for adult living liver donors (LLDs) candidates is a point of controversy. Hepatic magnetic resonance elastography (MRE) is a promising technique particularly in grading of liver fibrosis that can be used for pre-transplantation evaluation of the LLDs candidates. The aim of the current study was to evaluate the diagnostic performance of hepatic MRE as a pre-transplantation imaging tool for LLDs candidates, prior to LDLT surgery.
Results
Thirty-seven eligible healthy LLDs candidates (28 males and 9 females; their ages ranged from 24 to 45 years) were the subject of the current study. A cut-off value ≥ 2.24 kilo Pascal (kPa) was assumed for discrimination between normal and abnormal hepatic tissues with high accuracy (99.24%). Also, a cut-off value ≥ 2.38 kPa for grading steatosis gave 98.44% accuracy, while a cut-off value ≥ 2.57 kPa for discriminating fibrosis stages yielded 98.80% accuracy.
Conclusion
MRE can be considered as a reliable non-invasive pre-transplant screening technique that has the potential to alternate the invasive liver biopsy technique in selection and validation of LLDs candidates for LDLT surgery.
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Trout AT, Anupindi SA, Gee MS, Khanna G, Xanthakos SA, Serai SD, Baikpour M, Calle-Toro JS, Ozturk A, Zhang B, Dillman JR. Normal Liver Stiffness Measured with MR Elastography in Children. Radiology 2020; 297:663-669. [PMID: 32960728 DOI: 10.1148/radiol.2020201513] [Citation(s) in RCA: 27] [Impact Index Per Article: 5.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/28/2023]
Abstract
Background Stiffness thresholds for liver MR elastography in children vary between studies and may differ from thresholds in adults. Normative liver stiffness data are needed to optimize diagnostic thresholds for children. Purpose To determine normal liver stiffness, and associated normal ranges for children, as measured with MR elastography across vendors and field strengths. Materials and Methods This was a prospective multicenter cohort study (ClinicalTrials.gov identifier: NCT03235414). Volunteers aged 7-17.9 years without a known history of liver disease were recruited at four sites for a research MRI and blood draw between February 2018 and October 2019. MRI was performed on three vendor platforms and at two field strengths (1.5 T and 3.0 T). All MRI scans were centrally analyzed; stiffness, proton density fat fraction (PDFF), and R2* values were expressed as means of means. Mean and 95% confidence intervals (CIs) for liver stiffness were calculated. Pearson correlation coefficient (r), two-sample t test, or analysis of variance was used to assess univariable associations. Results Seventy-one volunteers had complete data and no documented exclusion criterion (median age, 12 years; interquartile range [IQR], 10-15 years; 39 female participants). Median body mass index percentile was 54% (IQR, 32.5%-69.5%). Mean liver stiffness was 2.1 kPa (95% CI: 2.0, 2.2 kPa) with mean ± 1.96 kPa standard deviation of 1.5-2.8 kPa. Median liver PDFF was 2.0% (IQR, 1.7%-2.6%). There was no association between liver stiffness and any patient variable or MRI scanner factor. Conclusion Mean liver stiffness measured with MR elastography in children without liver disease was 2.1 kPa (similar to that in adults). The 95th percentile of normal liver stiffness was 2.8 kPa. Liver stiffness was independent of sex, age, or body mass index and did not vary with MRI scanner vendor or field strength. © RSNA, 2020 Online supplemental material is available for this article. See also the editorial by Yin in this issue.
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Affiliation(s)
- Andrew T Trout
- From the Department of Radiology (A.T.T., J.R.D.), Division of Gastroenterology, Hepatology and Nutrition (S.A.X.), and Division of Biostatistics and Epidemiology (B.Z.), Cincinnati Children's Hospital Medical Center, 3333 Burnet Ave, MLC 5031, Cincinnati, OH 45229; Departments of Radiology (A.T.T., J.R.D.) and Pediatrics (A.T.T., S.A.X., B.Z.), University of Cincinnati College of Medicine, Cincinnati, Ohio; Department of Radiology, The Children's Hospital of Philadelphia, Philadelphia, Pa (S.A.A., S.D.S., J.S.C.T.); Perelman School of Medicine at the University of Pennsylvania, Philadelphia, Pa (S.A.A., S.D.S.); Department of Radiology (M.S.G.) and Center for Ultrasound Research & Translation, Department of Radiology (M.B., A.O.), Massachusetts General Hospital, Boston, Mass; Department of Radiology, Harvard Medical School, Boston, Mass (M.S.G.); and Mallinckrodt Institute of Radiology, Washington University School of Medicine, St Louis, Mo (G.K.)
| | - Sudha A Anupindi
- From the Department of Radiology (A.T.T., J.R.D.), Division of Gastroenterology, Hepatology and Nutrition (S.A.X.), and Division of Biostatistics and Epidemiology (B.Z.), Cincinnati Children's Hospital Medical Center, 3333 Burnet Ave, MLC 5031, Cincinnati, OH 45229; Departments of Radiology (A.T.T., J.R.D.) and Pediatrics (A.T.T., S.A.X., B.Z.), University of Cincinnati College of Medicine, Cincinnati, Ohio; Department of Radiology, The Children's Hospital of Philadelphia, Philadelphia, Pa (S.A.A., S.D.S., J.S.C.T.); Perelman School of Medicine at the University of Pennsylvania, Philadelphia, Pa (S.A.A., S.D.S.); Department of Radiology (M.S.G.) and Center for Ultrasound Research & Translation, Department of Radiology (M.B., A.O.), Massachusetts General Hospital, Boston, Mass; Department of Radiology, Harvard Medical School, Boston, Mass (M.S.G.); and Mallinckrodt Institute of Radiology, Washington University School of Medicine, St Louis, Mo (G.K.)
| | - Michael S Gee
- From the Department of Radiology (A.T.T., J.R.D.), Division of Gastroenterology, Hepatology and Nutrition (S.A.X.), and Division of Biostatistics and Epidemiology (B.Z.), Cincinnati Children's Hospital Medical Center, 3333 Burnet Ave, MLC 5031, Cincinnati, OH 45229; Departments of Radiology (A.T.T., J.R.D.) and Pediatrics (A.T.T., S.A.X., B.Z.), University of Cincinnati College of Medicine, Cincinnati, Ohio; Department of Radiology, The Children's Hospital of Philadelphia, Philadelphia, Pa (S.A.A., S.D.S., J.S.C.T.); Perelman School of Medicine at the University of Pennsylvania, Philadelphia, Pa (S.A.A., S.D.S.); Department of Radiology (M.S.G.) and Center for Ultrasound Research & Translation, Department of Radiology (M.B., A.O.), Massachusetts General Hospital, Boston, Mass; Department of Radiology, Harvard Medical School, Boston, Mass (M.S.G.); and Mallinckrodt Institute of Radiology, Washington University School of Medicine, St Louis, Mo (G.K.)
| | - Geetika Khanna
- From the Department of Radiology (A.T.T., J.R.D.), Division of Gastroenterology, Hepatology and Nutrition (S.A.X.), and Division of Biostatistics and Epidemiology (B.Z.), Cincinnati Children's Hospital Medical Center, 3333 Burnet Ave, MLC 5031, Cincinnati, OH 45229; Departments of Radiology (A.T.T., J.R.D.) and Pediatrics (A.T.T., S.A.X., B.Z.), University of Cincinnati College of Medicine, Cincinnati, Ohio; Department of Radiology, The Children's Hospital of Philadelphia, Philadelphia, Pa (S.A.A., S.D.S., J.S.C.T.); Perelman School of Medicine at the University of Pennsylvania, Philadelphia, Pa (S.A.A., S.D.S.); Department of Radiology (M.S.G.) and Center for Ultrasound Research & Translation, Department of Radiology (M.B., A.O.), Massachusetts General Hospital, Boston, Mass; Department of Radiology, Harvard Medical School, Boston, Mass (M.S.G.); and Mallinckrodt Institute of Radiology, Washington University School of Medicine, St Louis, Mo (G.K.)
| | - Stavra A Xanthakos
- From the Department of Radiology (A.T.T., J.R.D.), Division of Gastroenterology, Hepatology and Nutrition (S.A.X.), and Division of Biostatistics and Epidemiology (B.Z.), Cincinnati Children's Hospital Medical Center, 3333 Burnet Ave, MLC 5031, Cincinnati, OH 45229; Departments of Radiology (A.T.T., J.R.D.) and Pediatrics (A.T.T., S.A.X., B.Z.), University of Cincinnati College of Medicine, Cincinnati, Ohio; Department of Radiology, The Children's Hospital of Philadelphia, Philadelphia, Pa (S.A.A., S.D.S., J.S.C.T.); Perelman School of Medicine at the University of Pennsylvania, Philadelphia, Pa (S.A.A., S.D.S.); Department of Radiology (M.S.G.) and Center for Ultrasound Research & Translation, Department of Radiology (M.B., A.O.), Massachusetts General Hospital, Boston, Mass; Department of Radiology, Harvard Medical School, Boston, Mass (M.S.G.); and Mallinckrodt Institute of Radiology, Washington University School of Medicine, St Louis, Mo (G.K.)
| | - Suraj D Serai
- From the Department of Radiology (A.T.T., J.R.D.), Division of Gastroenterology, Hepatology and Nutrition (S.A.X.), and Division of Biostatistics and Epidemiology (B.Z.), Cincinnati Children's Hospital Medical Center, 3333 Burnet Ave, MLC 5031, Cincinnati, OH 45229; Departments of Radiology (A.T.T., J.R.D.) and Pediatrics (A.T.T., S.A.X., B.Z.), University of Cincinnati College of Medicine, Cincinnati, Ohio; Department of Radiology, The Children's Hospital of Philadelphia, Philadelphia, Pa (S.A.A., S.D.S., J.S.C.T.); Perelman School of Medicine at the University of Pennsylvania, Philadelphia, Pa (S.A.A., S.D.S.); Department of Radiology (M.S.G.) and Center for Ultrasound Research & Translation, Department of Radiology (M.B., A.O.), Massachusetts General Hospital, Boston, Mass; Department of Radiology, Harvard Medical School, Boston, Mass (M.S.G.); and Mallinckrodt Institute of Radiology, Washington University School of Medicine, St Louis, Mo (G.K.)
| | - Masoud Baikpour
- From the Department of Radiology (A.T.T., J.R.D.), Division of Gastroenterology, Hepatology and Nutrition (S.A.X.), and Division of Biostatistics and Epidemiology (B.Z.), Cincinnati Children's Hospital Medical Center, 3333 Burnet Ave, MLC 5031, Cincinnati, OH 45229; Departments of Radiology (A.T.T., J.R.D.) and Pediatrics (A.T.T., S.A.X., B.Z.), University of Cincinnati College of Medicine, Cincinnati, Ohio; Department of Radiology, The Children's Hospital of Philadelphia, Philadelphia, Pa (S.A.A., S.D.S., J.S.C.T.); Perelman School of Medicine at the University of Pennsylvania, Philadelphia, Pa (S.A.A., S.D.S.); Department of Radiology (M.S.G.) and Center for Ultrasound Research & Translation, Department of Radiology (M.B., A.O.), Massachusetts General Hospital, Boston, Mass; Department of Radiology, Harvard Medical School, Boston, Mass (M.S.G.); and Mallinckrodt Institute of Radiology, Washington University School of Medicine, St Louis, Mo (G.K.)
| | - Juan S Calle-Toro
- From the Department of Radiology (A.T.T., J.R.D.), Division of Gastroenterology, Hepatology and Nutrition (S.A.X.), and Division of Biostatistics and Epidemiology (B.Z.), Cincinnati Children's Hospital Medical Center, 3333 Burnet Ave, MLC 5031, Cincinnati, OH 45229; Departments of Radiology (A.T.T., J.R.D.) and Pediatrics (A.T.T., S.A.X., B.Z.), University of Cincinnati College of Medicine, Cincinnati, Ohio; Department of Radiology, The Children's Hospital of Philadelphia, Philadelphia, Pa (S.A.A., S.D.S., J.S.C.T.); Perelman School of Medicine at the University of Pennsylvania, Philadelphia, Pa (S.A.A., S.D.S.); Department of Radiology (M.S.G.) and Center for Ultrasound Research & Translation, Department of Radiology (M.B., A.O.), Massachusetts General Hospital, Boston, Mass; Department of Radiology, Harvard Medical School, Boston, Mass (M.S.G.); and Mallinckrodt Institute of Radiology, Washington University School of Medicine, St Louis, Mo (G.K.)
| | - Arinc Ozturk
- From the Department of Radiology (A.T.T., J.R.D.), Division of Gastroenterology, Hepatology and Nutrition (S.A.X.), and Division of Biostatistics and Epidemiology (B.Z.), Cincinnati Children's Hospital Medical Center, 3333 Burnet Ave, MLC 5031, Cincinnati, OH 45229; Departments of Radiology (A.T.T., J.R.D.) and Pediatrics (A.T.T., S.A.X., B.Z.), University of Cincinnati College of Medicine, Cincinnati, Ohio; Department of Radiology, The Children's Hospital of Philadelphia, Philadelphia, Pa (S.A.A., S.D.S., J.S.C.T.); Perelman School of Medicine at the University of Pennsylvania, Philadelphia, Pa (S.A.A., S.D.S.); Department of Radiology (M.S.G.) and Center for Ultrasound Research & Translation, Department of Radiology (M.B., A.O.), Massachusetts General Hospital, Boston, Mass; Department of Radiology, Harvard Medical School, Boston, Mass (M.S.G.); and Mallinckrodt Institute of Radiology, Washington University School of Medicine, St Louis, Mo (G.K.)
| | - Bin Zhang
- From the Department of Radiology (A.T.T., J.R.D.), Division of Gastroenterology, Hepatology and Nutrition (S.A.X.), and Division of Biostatistics and Epidemiology (B.Z.), Cincinnati Children's Hospital Medical Center, 3333 Burnet Ave, MLC 5031, Cincinnati, OH 45229; Departments of Radiology (A.T.T., J.R.D.) and Pediatrics (A.T.T., S.A.X., B.Z.), University of Cincinnati College of Medicine, Cincinnati, Ohio; Department of Radiology, The Children's Hospital of Philadelphia, Philadelphia, Pa (S.A.A., S.D.S., J.S.C.T.); Perelman School of Medicine at the University of Pennsylvania, Philadelphia, Pa (S.A.A., S.D.S.); Department of Radiology (M.S.G.) and Center for Ultrasound Research & Translation, Department of Radiology (M.B., A.O.), Massachusetts General Hospital, Boston, Mass; Department of Radiology, Harvard Medical School, Boston, Mass (M.S.G.); and Mallinckrodt Institute of Radiology, Washington University School of Medicine, St Louis, Mo (G.K.)
| | - Jonathan R Dillman
- From the Department of Radiology (A.T.T., J.R.D.), Division of Gastroenterology, Hepatology and Nutrition (S.A.X.), and Division of Biostatistics and Epidemiology (B.Z.), Cincinnati Children's Hospital Medical Center, 3333 Burnet Ave, MLC 5031, Cincinnati, OH 45229; Departments of Radiology (A.T.T., J.R.D.) and Pediatrics (A.T.T., S.A.X., B.Z.), University of Cincinnati College of Medicine, Cincinnati, Ohio; Department of Radiology, The Children's Hospital of Philadelphia, Philadelphia, Pa (S.A.A., S.D.S., J.S.C.T.); Perelman School of Medicine at the University of Pennsylvania, Philadelphia, Pa (S.A.A., S.D.S.); Department of Radiology (M.S.G.) and Center for Ultrasound Research & Translation, Department of Radiology (M.B., A.O.), Massachusetts General Hospital, Boston, Mass; Department of Radiology, Harvard Medical School, Boston, Mass (M.S.G.); and Mallinckrodt Institute of Radiology, Washington University School of Medicine, St Louis, Mo (G.K.)
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17
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Park SJ, Yoon JH, Lee DH, Lim WH, Lee JM. Tumor Stiffness Measurements on MR Elastography for Single Nodular Hepatocellular Carcinomas Can Predict Tumor Recurrence After Hepatic Resection. J Magn Reson Imaging 2020; 53:587-596. [PMID: 32914909 DOI: 10.1002/jmri.27359] [Citation(s) in RCA: 18] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/09/2020] [Revised: 08/27/2020] [Accepted: 08/27/2020] [Indexed: 12/18/2022] Open
Abstract
BACKGROUND Tumor stiffness (TS), measured by magnetic resonance elastography (MRE), could be associated with tumor mechanical properties and tumor grade. PURPOSE To determine whether TS obtained using MRE is associated with survival in patients with single nodular hepatocellular carcinoma (HCC) after hepatic resection (HR). STUDY TYPE Retrospective. POPULATION In all, 95 patients with pathologically confirmed HCCs. FIELD STRENGTH/SEQUENCE 1.5T/3D spin-echo echo-planar imaging MRE. ASSESSMENT TS values of the whole tumor (TS-WT) and of a solid portion of the tumor (TS-SP) after excluding the necrotic area were measured on stiffness maps. Known imaging prognostic factors of HCC were also analyzed. After surgery, pathologic findings were evaluated from resected pathology specimens. STATISTICAL TESTS Fisher's exact test and the Mann-Whitney U-test were performed to determine the significance of differences according to the tumor grade. Overall survival (OS) / recurrence-free survival (RFS) analyses were performed using Kaplan-Meier analyses and Cox multivariable models. RESULTS The average TS-WT was 2.14 ± 0.74 kPa, and the average TS-SP was 2.51 ± 1.07 kPa. The cumulative incidence of RFS was 73.1%, 63.1%, and 57.3% at 1, 3, and 5 years, respectively. The TS-WT, TS-SP, and tumor size (≥5 cm) were significant prognostic factors for RFS (P < 0.001; P < 0.001; P = 0.017, respectively). The estimated overall 1-, 3-, and 5-year survival rates were 95.7%, 86.9%, and 80.8%, respectively. The alpha-fetoprotein changes, platelets, tumor size (≥5 cm), and vascular invasion in pathology were significant predictive factors for overall survival (all P < 0.05). Tumor necrosis, TS-WT, TS-SP, and vascular invasion in pathology were significantly correlated with poorly differentiated HCC (all P < 0.05). DATA CONCLUSION The TS-WT, TW-SP, and tumor size (≥5 cm) were significant predictive factors of RFS after HR in patients with HCC. Level of Evidence Technical Efficacy Stage 5 J. MAGN. RESON. IMAGING 2021;53:587-596.
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Affiliation(s)
- Sae-Jin Park
- Department of Radiology, Seoul National University Hospital, Seoul, Korea.,Department of Radiology, Seoul National University College of Medicine, Seoul, Korea
| | - Jeong Hee Yoon
- Department of Radiology, Seoul National University Hospital, Seoul, Korea.,Department of Radiology, Seoul National University College of Medicine, Seoul, Korea
| | - Dong Ho Lee
- Department of Radiology, Seoul National University Hospital, Seoul, Korea
| | - Woo Hyeon Lim
- Department of Radiology, Seoul National University Hospital, Seoul, Korea.,Department of Radiology, Seoul National University College of Medicine, Seoul, Korea
| | - Jeong Min Lee
- Department of Radiology, Seoul National University Hospital, Seoul, Korea.,Department of Radiology, Seoul National University College of Medicine, Seoul, Korea.,Institute of Radiation Medicine, Seoul National University Medical Research Center, Seoul, Korea
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18
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MR elastography of the liver: comparison of three measurement methods. Clin Radiol 2020; 75:715.e1-715.e7. [DOI: 10.1016/j.crad.2020.05.015] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/05/2019] [Accepted: 05/07/2020] [Indexed: 02/07/2023]
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19
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Grąt K, Grąt M, Rowiński O. Usefulness of Different Imaging Modalities in Evaluation of Patients with Non-Alcoholic Fatty Liver Disease. Biomedicines 2020; 8:298. [PMID: 32839409 PMCID: PMC7556032 DOI: 10.3390/biomedicines8090298] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/16/2020] [Revised: 08/13/2020] [Accepted: 08/19/2020] [Indexed: 12/14/2022] Open
Abstract
Non-alcoholic fatty liver disease (NAFLD) and non-alcoholic steatohepatitis (NASH) are becoming some of the major health problems in well-developed countries, together with the increasing prevalence of obesity, metabolic syndrome, and all of their systemic complications. As the future prognoses are even more disturbing and point toward further increase in population affected with NAFLD/NASH, there is an urgent need for widely available and reliable diagnostic methods. Consensus on a non-invasive, accurate diagnostic modality for the use in ongoing clinical trials is also required, particularly considering a current lack of any registered drug for the treatment of NAFLD/NASH. The aim of this narrative review was to present current information on methods used to assess liver steatosis and fibrosis. There are several imaging modalities for the assessment of hepatic steatosis ranging from simple density analysis by computed tomography or conventional B-mode ultrasound to magnetic resonance spectroscopy (MRS), magnetic resonance imaging proton density fat fraction (MRI-PDFF) or controlled attenuation parameter (CAP). Fibrosis stage can be assessed by magnetic resonance elastography (MRE) or different ultrasound-based techniques: transient elastography (TE), shear-wave elastography (SWE) and acoustic radiation force impulse (ARFI). Although all of these methods have been validated against liver biopsy as the reference standard and provided good accuracy, the MRS and MRI-PDFF currently outperform other methods in terms of diagnosis of steatosis, and MRE in terms of evaluation of fibrosis.
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Affiliation(s)
- Karolina Grąt
- Second Department of Clinical Radiology, Medical University of Warsaw, 02-097 Warsaw, Poland;
| | - Michał Grąt
- Department of General, Transplant and Liver Surgery, Medical University of Warsaw, 02-097 Warsaw, Poland;
| | - Olgierd Rowiński
- Second Department of Clinical Radiology, Medical University of Warsaw, 02-097 Warsaw, Poland;
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20
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Lee DH, Lee ES, Lee JY, Bae JS, Kim H, Lee KB, Yu SJ, Cho EJ, Lee JH, Cho YY, Han JK, Choi BI. Two-Dimensional-Shear Wave Elastography with a Propagation Map: Prospective Evaluation of Liver Fibrosis Using Histopathology as the Reference Standard. Korean J Radiol 2020; 21:1317-1325. [PMID: 32729274 PMCID: PMC7689142 DOI: 10.3348/kjr.2019.0978] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/29/2019] [Revised: 04/08/2020] [Accepted: 04/13/2020] [Indexed: 02/06/2023] Open
Abstract
Objective The aim of this study was to prospectively evaluate whether liver stiffness (LS) assessments, obtained by two-dimensional (2D)-shear wave elastography (SWE) with a propagation map, can evaluate liver fibrosis stage using histopathology as the reference standard. Materials and Methods We prospectively enrolled 123 patients who had undergone percutaneous liver biopsy from two tertiary referral hospitals. All patients underwent 2D-SWE examination prior to biopsy, and LS values (kilopascal [kPa]) were obtained. On histopathologic examination, fibrosis stage (F0–F4) and necroinflammatory activity grade (A0–A4) were assessed. Multivariate linear regression analysis was performed to determine the significant factors affecting the LS value. The diagnostic performance of the LS value for staging fibrosis was assessed using receiver operating characteristic (ROC) analysis, and the optimal cut-off value was determined by the Youden index. Results Reliable measurements of LS values were obtained in 114 patients (92.7%, 114/123). LS values obtained from 2D-SWE with the propagation map positively correlated with the progression of liver fibrosis reported from histopathology (p < 0.001). According to the multivariate linear regression analysis, fibrosis stage was the only factor significantly associated with LS (p < 0.001). The area under the ROC curve of LS from 2D-SWE with the propagation map was 0.773, 0.865, 0.946, and 0.950 for detecting F ≥ 1, F ≥ 2, F ≥ 3, and F = 4, respectively. The optimal cut-off LS values were 5.4, 7.8, 9.4, and 12.2 kPa for F ≥ 1, F ≥ 2, F ≥ 3, and F = 4, respectively. The corresponding sensitivity and specificity of the LS value for detecting cirrhosis were 90.9% and 88.4%, respectively. Conclusion The LS value obtained from 2D-SWE with a propagation map provides excellent diagnostic performance in evaluating liver fibrosis stage, determined by histopathology.
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Affiliation(s)
- Dong Ho Lee
- Department of Radiology, Seoul National University Hospital, Seoul, Korea
| | - Eun Sun Lee
- Department of Radiology, Chung-Ang University Hospital, Seoul, Korea
| | - Jae Young Lee
- Department of Radiology, Seoul National University Hospital, Seoul, Korea.,Institute of Radiation Medicine, Seoul National University College of Medicine, Seoul, Korea.
| | - Jae Seok Bae
- Department of Radiology, Seoul National University Hospital, Seoul, Korea
| | - Haeryoung Kim
- Department of Pathology, Seoul National University Hospital, Seoul, Korea
| | - Kyung Bun Lee
- Department of Pathology, Seoul National University Hospital, Seoul, Korea
| | - Su Jong Yu
- Department of Internal Medicine, Seoul National University Hospital, Seoul, Korea
| | - Eun Ju Cho
- Department of Internal Medicine, Seoul National University Hospital, Seoul, Korea
| | - Jeong Hoon Lee
- Department of Internal Medicine, Seoul National University Hospital, Seoul, Korea
| | - Young Youn Cho
- Department of Internal Medicine, Chung-Ang University Hospital, Seoul, Korea
| | - Joon Koo Han
- Department of Radiology, Seoul National University Hospital, Seoul, Korea.,Institute of Radiation Medicine, Seoul National University College of Medicine, Seoul, Korea
| | - Byung Ihn Choi
- Department of Radiology, Chung-Ang University Hospital, Seoul, Korea
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21
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Jeon SK, Lee JM, Joo I, Yoon JH, Lee DH, Han JK. Two-dimensional Shear Wave Elastography with Propagation Maps for the Assessment of Liver Fibrosis and Clinically Significant Portal Hypertension in Patients with Chronic Liver Disease: A Prospective Study. Acad Radiol 2020; 27:798-806. [PMID: 31494001 DOI: 10.1016/j.acra.2019.08.006] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/08/2019] [Revised: 08/06/2019] [Accepted: 08/07/2019] [Indexed: 12/14/2022]
Abstract
OBJECTIVES To investigate the diagnostic performance of liver stiffness (LS) measurements on two-dimensional (2D) shear wave elastography (SWE) for the assessment of hepatic fibrosis using LS measurements on MR elastography (MRE) as the reference standard and the prediction of clinically significant portal hypertension (CSPH). METHODS In this prospective study, 101 patients with chronic liver disease or cirrhosis underwent both MRE and SWE. After exclusion of technical failure on MRE (n = 5), technical failure/unreliable measurement on SWE (n = 4), LS measurements obtained on SWE with the aid of propagation maps were correlated with those of the MRE using Pearson's correlation analysis. Diagnostic performances for significant fibrosis (≥F2: MRE of ≥2.99 kPa) or cirrhosis (F4: MRE of ≥3.63 kPa) and for the prediction of CSPH were assessed using receiver operating characteristics (ROC) curve analysis. RESULTS LS values on SWE showed a strong correlation with those on MRE (r = 0.846, P < 0.001). For the diagnosis of significant fibrosis or cirrhosis in patients with hepatitis B virus-related liver disease (n = 75), SWE showed areas under the ROC curves (AUC) of 0.975 and 0.912, respectively (95% confidence interval [CI], 0.910-997, and 0.824-0.965). For the prediction of CSPH, the AUC of SWE was 0.818 (95% CI, 0.712-0.898), and when an LS value of 11.5 kPa was applied as a cut-off, SWE showed a sensitivity of 81.5% and a specificity of 72.9%. CONCLUSION LS measurements on 2D SWE were demonstrated to be well correlated with those obtained with MRE, and thus, may provide good diagnostic performance for the prediction of hepatic fibrosis and the presence of CSPH.
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Affiliation(s)
- Sun Kyung Jeon
- Department of Radiology, Seoul National University Hospital, Seoul, South Korea
| | - Jeong Min Lee
- Department of Radiology, Seoul National University Hospital, Seoul, South Korea; Seoul National University College of Medicine, Seoul, South Korea; Institute of Radiation Medicine, Seoul National University Medical Research Center, Seoul, South Korea.
| | - Ijin Joo
- Department of Radiology, Seoul National University Hospital, Seoul, South Korea; Seoul National University College of Medicine, Seoul, South Korea
| | - Jeong Hee Yoon
- Department of Radiology, Seoul National University Hospital, Seoul, South Korea; Seoul National University College of Medicine, Seoul, South Korea
| | - Dong Ho Lee
- Department of Radiology, Seoul National University Hospital, Seoul, South Korea; Seoul National University College of Medicine, Seoul, South Korea
| | - Joon Koo Han
- Department of Radiology, Seoul National University Hospital, Seoul, South Korea; Seoul National University College of Medicine, Seoul, South Korea; Institute of Radiation Medicine, Seoul National University Medical Research Center, Seoul, South Korea
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22
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Kang KA, Jun DW, Kim MS, Kwon HJ, Nguyen MH. Prevalence of significant hepatic fibrosis using magnetic resonance elastography in a health check-up clinic population. Aliment Pharmacol Ther 2020; 51:388-396. [PMID: 31943268 DOI: 10.1111/apt.15626] [Citation(s) in RCA: 24] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/23/2019] [Revised: 08/09/2019] [Accepted: 12/09/2019] [Indexed: 02/06/2023]
Abstract
BACKGROUND Significant hepatic fibrosis is associated with higher mortality. However, data on the estimated prevalence of liver fibrosis in the general population are scarce. AIM To use magnetic resonance elastography (MRE) to investigate the prevalence of hepatic fibrosis in a Korean health check-up clinic cohort. METHODS We enrolled 2170 participants at our health check-up clinic between January 2015 and May 2018, all of whom had MR with chemical shift technique and MRE. The primary objective was to estimate the prevalence of liver fibrosis. For generalisation, sex- and age-standardised prevalence was calculated based on the Korean Statistical Information Service (KOSIS) during the period 2015-2018. RESULTS The prevalence of F2 (≥3.0 kPa) and F3 (≥3.6 kPa) in the overall cohort was 5.1% and 1.3% respectively (sex- and age-adjusted prevalence of 3.8% and 1.3%). Non-alcoholic fatty liver disease (NAFLD) prevalence (>5% fat fraction) was 27.7% in the average risk population (after excluding alcohol use and viral hepatitis), and the prevalence of significant and advanced fibrosis in NAFLD participants was 8.0% and 1.5% respectively. In participants with diabetes, 12.5% had ≥F2 and 4.3% ≥F3. In participants with NAFLD plus diabetes, 24.1% had ≥F2 and 6.0% ≥F3. On multivariate analysis, only age, insulin, diabetes and fatty liver on MR were independently associated with significant fibrosis. CONCLUSIONS In a Korean health check-up clinic setting, the prevalence of significant and advanced liver fibrosis was 5.1% and 1.3% (sex- and age-adjusted prevalence of 3.8% and 1.3%). The prevalence of advanced liver fibrosis was five times higher for diabetic participants with NAFLD.
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Affiliation(s)
- Kyung A Kang
- Department of Radiology, Kangbuk Samsung Hospital, Sungkyunkwan University School of Medicine, Seoul, Korea
| | - Dae Won Jun
- Department of Internal Medicine, Hanyang University College of Medicine, Seoul, Korea
| | - Mi Sung Kim
- Department of Radiology, Kangbuk Samsung Hospital, Sungkyunkwan University School of Medicine, Seoul, Korea
| | - Heon-Ju Kwon
- Department of Radiology, Kangbuk Samsung Hospital, Sungkyunkwan University School of Medicine, Seoul, Korea
| | - Mindie H Nguyen
- Division of Gastroenterology and Hepatology, Stanford University Medical Center, Palo Alto, CA, USA
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23
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Saito S. [7. Reproducibility of Liver Magnetic Resonance Elastography (MRE) Measurement and Its Affecting Factors]. Nihon Hoshasen Gijutsu Gakkai Zasshi 2019; 75:1484-1490. [PMID: 31866649 DOI: 10.6009/jjrt.2019_jsrt_75.12.1484] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/11/2022]
Affiliation(s)
- Shigeyoshi Saito
- Department of Medical Physics and Engineering, Division of Health Sciences, Osaka University Graduate School of Medicine.,Department of Biomedical Imaging, National Cardiovascular and Cerebral Research Center
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24
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Hoodeshenas S, Welle CL, Navin PJ, Dzyubak B, Eaton JE, Ehman RL, Venkatesh SK. Magnetic Resonance Elastography in Primary Sclerosing Cholangitis: Interobserver Agreement for Liver Stiffness Measurement with Manual and Automated Methods. Acad Radiol 2019; 26:1625-1632. [PMID: 30878345 DOI: 10.1016/j.acra.2019.02.004] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/02/2018] [Revised: 02/04/2019] [Accepted: 02/05/2019] [Indexed: 02/07/2023]
Abstract
RATIONALE AND OBJECTIVE Primary sclerosing cholangitis, a chronic liver disease causes heterogeneous parenchymal changes and fibrosis. Liver stiffness measurement (LSM) with magnetic resonance Elastography (MRE) may be affected by this heterogeneous distribution. We evaluated interobserver agreement of LSM in primary sclerosing cholangitis (PSC) with manual and automated methods to study the influence of heterogeneous changes. MATERIALS AND METHODS A total of 79 consecutive patients with PSC who had a liver MRI and MRE formed the study group. Three readers with 1-3 years' experience in MRE and a MRE expert (11 years' experience) independently performed LSM. Each reader manually drew free hand (fROI) and average (aROI) on stiffness maps. Automatic liver elasticity calculation (ALEC) was used to generate automated LSM. The expert fROI was the reference standard. Correlation analysis and absolute intra-class correlation coefficient (ICC) analysis was performed. RESULTS LSM data of 79 livers and 315 sections were evaluated. There was excellent ICC between expert and reader fROIs (0.989, 95% confidence interval, and 0.985-0.993) and aROIs (0.971, 95% confidence interval, and 0.953-0.983) and ALEC (0.972, 0.957-0.982) with fROI performing better. The areas measured with fROIs and ALEC had moderate ICC with Expert fROI (0.64 and 0.56, respectively) whereas aROI area had a poor ICC of 0.12. Comparison of multiple methods showed significant differences in LSM between expert fROI and aROI of two readers and no significant differences for fROIs of all three readers. CONCLUSION LSM with MRE in PSC patients shows excellent interobserver agreement with both fROI and aROI methods with better performance with fROI. fROI may therefore be preferred for LSM measurements in PSC.
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Affiliation(s)
- Safa Hoodeshenas
- Department of Radiology, Mayo Clinic College of Medicine, Mayo Clinic, 200 First Street SW, Rochester, MN 55905
| | - Christopher L Welle
- Department of Radiology, Mayo Clinic College of Medicine, Mayo Clinic, 200 First Street SW, Rochester, MN 55905
| | - Patrick J Navin
- Department of Radiology, Mayo Clinic College of Medicine, Mayo Clinic, 200 First Street SW, Rochester, MN 55905
| | - Bogdan Dzyubak
- Department of Radiology, Mayo Clinic College of Medicine, Mayo Clinic, 200 First Street SW, Rochester, MN 55905
| | - John E Eaton
- Division of Gastroenterology and Hepatology, Mayo Clinic College of Medicine, Rochester, Minnesota
| | - Richard L Ehman
- Department of Radiology, Mayo Clinic College of Medicine, Mayo Clinic, 200 First Street SW, Rochester, MN 55905
| | - Sudhakar K Venkatesh
- Department of Radiology, Mayo Clinic College of Medicine, Mayo Clinic, 200 First Street SW, Rochester, MN 55905.
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Guglielmo FF, Venkatesh SK, Mitchell DG. Liver MR Elastography Technique and Image Interpretation: Pearls and Pitfalls. Radiographics 2019; 39:1983-2002. [DOI: 10.1148/rg.2019190034] [Citation(s) in RCA: 42] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/16/2022]
Affiliation(s)
- Flavius F. Guglielmo
- From the Department of Radiology, Thomas Jefferson University Hospital, 132 S 10th St, Philadelphia, PA 19107 (F.F.G., D.G.M.); and Department of Radiology, Mayo Clinic, Rochester, Minn (S.K.V.)
| | - Sudhakar K. Venkatesh
- From the Department of Radiology, Thomas Jefferson University Hospital, 132 S 10th St, Philadelphia, PA 19107 (F.F.G., D.G.M.); and Department of Radiology, Mayo Clinic, Rochester, Minn (S.K.V.)
| | - Donald G. Mitchell
- From the Department of Radiology, Thomas Jefferson University Hospital, 132 S 10th St, Philadelphia, PA 19107 (F.F.G., D.G.M.); and Department of Radiology, Mayo Clinic, Rochester, Minn (S.K.V.)
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Sawh MC, Newton KP, Goyal NP, Angeles JE, Harlow K, Bross C, Schlein AN, Hooker JC, Sy EZ, Glaser KJ, Yin M, Ehman RL, Sirlin CB, Schwimmer JB. Normal range for MR elastography measured liver stiffness in children without liver disease. J Magn Reson Imaging 2019; 51:919-927. [PMID: 31452280 DOI: 10.1002/jmri.26905] [Citation(s) in RCA: 21] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/17/2019] [Accepted: 08/05/2019] [Indexed: 12/12/2022] Open
Abstract
BACKGROUND Magnetic resonance elastography (MRE) can determine the presence and stage of liver fibrosis. Data on normative MRE values, while reported in adults, are limited in children. PURPOSE To determine the distribution of MRE-measured liver stiffness in children without liver disease. STUDY TYPE Prospective, observational. POPULATION Eighty-one healthy children (mean 12.6 ± 2.6 years, range 8-17 years). FIELD STRENGTH/SEQUENCE 3.0T Signa HDxt, General Electric MR Scanner; 2D GRE MRE sequence. ASSESSMENT History, examination, laboratory evaluation, and (MR) exams (proton density fat fraction, PDFF, and MRE) were performed. MR elastograms were analyzed manually at two reading centers and compared with each other for agreement and with published values in healthy adults and thresholds for fibrosis in adult and pediatric patients. STATISTICAL TESTS Descriptive statistics, Bland-Altman analysis, t-test to compare hepatic stiffness values with reference standards. RESULTS Stiffness values obtained at both reading centers were similar, without significant bias (P = 0.362) and with excellent correlation (intraclass correlation coefficient [ICC] = 0.782). Mean hepatic stiffness value for the study population was 2.45 ± 0.35 kPa (95th percentile 3.19 kPa), which was significantly higher than reported values for healthy adult subjects (2.10 ± 0.23 kPa, P < 0.001). In all, 74-85% of subjects had stiffness measurements suggestive of no fibrosis. DATA CONCLUSION Mean liver stiffness measured with MRE in this cohort was significantly higher than that reported in healthy adults. Despite rigorous screening, some healthy children had stiffness measurements suggestive of liver fibrosis using current published thresholds. Although MRE has the potential to provide noninvasive assessment in patients with suspected hepatic disease, further refinement of this technology will help advance its use as a diagnostic tool for evidence of fibrosis in pediatric populations. LEVEL OF EVIDENCE 1 Technical Efficacy: 5 J. Magn. Reson. Imaging 2020;51:919-927.
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Affiliation(s)
- Mary Catherine Sawh
- The Department of Pediatrics, Division of Gastroenterology, Hepatology, and Nutrition, University of California San Diego School of Medicine, La Jolla, California, USA.,Department of Gastroenterology, Rady Children's Hospital, San Diego, California, USA
| | - Kimberly P Newton
- The Department of Pediatrics, Division of Gastroenterology, Hepatology, and Nutrition, University of California San Diego School of Medicine, La Jolla, California, USA.,Department of Gastroenterology, Rady Children's Hospital, San Diego, California, USA
| | - Nidhi P Goyal
- The Department of Pediatrics, Division of Gastroenterology, Hepatology, and Nutrition, University of California San Diego School of Medicine, La Jolla, California, USA.,Department of Gastroenterology, Rady Children's Hospital, San Diego, California, USA
| | - Jorge Eduardo Angeles
- The Department of Pediatrics, Division of Gastroenterology, Hepatology, and Nutrition, University of California San Diego School of Medicine, La Jolla, California, USA
| | - Kathryn Harlow
- The Department of Pediatrics, Division of Gastroenterology, Hepatology, and Nutrition, University of California San Diego School of Medicine, La Jolla, California, USA.,Department of Gastroenterology, Rady Children's Hospital, San Diego, California, USA
| | - Craig Bross
- The Department of Pediatrics, Division of Gastroenterology, Hepatology, and Nutrition, University of California San Diego School of Medicine, La Jolla, California, USA
| | - Alexandra N Schlein
- Liver Imaging Group, Department of Radiology, University of California San Diego School of Medicine, La Jolla, California, USA
| | - Jonathan C Hooker
- Liver Imaging Group, Department of Radiology, University of California San Diego School of Medicine, La Jolla, California, USA
| | - Ethan Z Sy
- Liver Imaging Group, Department of Radiology, University of California San Diego School of Medicine, La Jolla, California, USA
| | - Kevin J Glaser
- Department of Radiology, Mayo Clinic, Rochester, Minnesota, USA
| | - Meng Yin
- Department of Radiology, Mayo Clinic, Rochester, Minnesota, USA
| | - Richard L Ehman
- Department of Radiology, Mayo Clinic, Rochester, Minnesota, USA
| | - Claude B Sirlin
- Liver Imaging Group, Department of Radiology, University of California San Diego School of Medicine, La Jolla, California, USA
| | - Jeffrey B Schwimmer
- The Department of Pediatrics, Division of Gastroenterology, Hepatology, and Nutrition, University of California San Diego School of Medicine, La Jolla, California, USA.,Department of Gastroenterology, Rady Children's Hospital, San Diego, California, USA
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Park HS, Choe WH, Han HS, Yu MH, Kim YJ, Jung SI, Kim JH, Kwon SY. Assessing significant fibrosis using imaging-based elastography in chronic hepatitis B patients: Pilot study. World J Gastroenterol 2019; 25:3256-3267. [PMID: 31333316 PMCID: PMC6626721 DOI: 10.3748/wjg.v25.i25.3256] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/19/2019] [Revised: 05/20/2019] [Accepted: 06/08/2019] [Indexed: 02/06/2023] Open
Abstract
BACKGROUND Accurate detection of significant fibrosis (fibrosis stage 2 or higher on the METAVIR scale) is important especially for chronic hepatitis B (CHB) patients with high viral loads but with normal or mildly elevated alanine aminotransferase (ALT) levels because the presence of significant fibrosis is accepted as the indication for antiviral treatment. Liver biopsy is the reference standard for diagnosing significant fibrosis, but it is an invasive procedure. Consequently, noninvasive imaging-based measurements, such as magnetic resonance elastography (MRE) or two-dimensional shear-wave elastography (2D-SWE), have been proposed for the quantitative assessment of liver fibrosis.
AIM To explore MRE and 2D-SWE to identify fibrosis stage, and to compare their performance with that of serum-based indices.
METHODS The study enrolled 63 treatment-naïve CHB patients with high viral loads but with normal or mildly elevated ALT levels who underwent liver biopsy before a decision was made to initiate antiviral therapy. MRE and 2D-SWE were performed, and serum-based indices, such as FIB-4 and aspartate transaminase to platelet ratio index (APRI), were calculated. The diagnostic performances of MRE, 2D-SWE, FIB-4, and APRI for assessing significant fibrosis (≥ F2) and cirrhosis (F4) were evaluated with liver histology as the reference standard, using receiver operating characteristic analyses.
RESULTS The liver fibrosis stage was F0/F1 in 19, F2 in 14, F3 in 14, and F4 in 16 patients, respectively. MRE significantly discriminated F2 from F0/1 (P = 0.022), whereas 2D-SWE showed a broad overlap in distinguishing those stages. MRE showed a higher correlation coefficient value with fibrosis stage than 2D-SWE with fibrosis stage (0.869 vs 0.649, Spearman test; P < 0.001). Multivariate linear regression analyses showed that fibrosis stage was the only factor affecting the values of MRE (P < 0.001), whereas body mass index (P = 0.042) and fibrosis stage (P < 0.001) were independent factors affecting 2D-SWE values. MRE performance for diagnosing significant fibrosis was better [area under the curve (AUC) = 0.906, positive predictive value (PPV) 97.3%, negative predictive value (NPV) 69.2%] than that of FIB-4 (AUC = 0.697, P = 0.002) and APRI (AUC = 0.717, P = 0.010), whereas the performance of 2D-SWE (AUC = 0.843, PPV 86%, NPV 65%) was not significantly different from that of FIB-4 or APRI.
CONCLUSION Compared to SWE, MRE might be more precise non-invasive assessment for depicting significant fibrosis and for making-decision to initiate antiviral-therapy in treatment-naïve CHB patients with normal or mildly-elevated ALT levels.
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Affiliation(s)
- Hee Sun Park
- Department of Radiology, Konkuk University School of Medicine, Seoul 05030, South Korea
| | - Won Hyeok Choe
- Department of Internal Medicine, Konkuk University School of Medicine, Seoul 05030, South Korea
| | - Hye Seung Han
- Department of Pathology, Konkuk University School of Medicine, Seoul 05030, South Korea
| | - Mi Hye Yu
- Department of Radiology, Konkuk University School of Medicine, Seoul 05030, South Korea
| | - Young Jun Kim
- Department of Radiology, Konkuk University School of Medicine, Seoul 05030, South Korea
| | - Sung Il Jung
- Department of Radiology, Konkuk University School of Medicine, Seoul 05030, South Korea
| | - Jeong Han Kim
- Department of Internal Medicine, Konkuk University School of Medicine, Seoul 05030, South Korea
| | - So Young Kwon
- Department of Internal Medicine, Konkuk University School of Medicine, Seoul 05030, South Korea
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Gilligan LA, Dillman JR, Tkach JA, Xanthakos SA, Gill JK, Trout AT. Magnetic resonance imaging T1 relaxation times for the liver, pancreas and spleen in healthy children at 1.5 and 3 tesla. Pediatr Radiol 2019; 49:1018-1024. [PMID: 31049609 DOI: 10.1007/s00247-019-04411-7] [Citation(s) in RCA: 15] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/08/2019] [Revised: 03/12/2019] [Accepted: 04/11/2019] [Indexed: 12/25/2022]
Abstract
BACKGROUND T1 relaxation time is a potential magnetic resonance imaging (MRI) biomarker for fibrosis and inflammation of the solid abdominal organs. However, normal T1 relaxation times of the solid abdominal organs have not been defined for children. OBJECTIVE The purpose of this study was to measure T1 relaxation times of the liver, pancreas and spleen in healthy children. MATERIALS AND METHODS This was an institutional review board-approved study of a convenience sample of prospectively recruited, healthy children ages 7 to 17 years undergoing research abdominal MRI (1.5 or 3 T) as part of a larger research study between February 2018 and October 2018. For the current study, T1 mapping was performed with a Modified Look-Locker sequence covering the upper abdomen. A single reviewer placed freehand regions of interest on the T1 parametric maps in the liver, pancreas and spleen, inclusive of as much parenchyma as possible. Student's t-tests and linear regression were used to compare T1 values by age and gender. RESULTS Thirty-two participants were included (16 female:16 male; mean age: 12.2±3.1 years; n=16 at 1.5 T). Median T1 relaxation times (ms) per organ were liver: 581±64 (1.5 T), 783±88 (3 T); pancreas: 576±55 (1.5 T), 730±30 (3 T), and spleen: 1,172±71 (1.5 T), 1,356±87 (3 T). T1 values were not statistically significantly different between males and females. At both 1.5 and 3 T field strengths, linear regression showed no significant association between age and T1 values for the liver, pancreas and spleen. CONCLUSION We report normal T1 relaxation times for the liver, pancreas and spleen at 1.5 and 3 T in a cohort of healthy children.
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Affiliation(s)
- Leah A Gilligan
- Department of Radiology and Medical Imaging, Cincinnati Children's Hospital Medical Center, 3333 Burnet Avenue, MLC 5031, Cincinnati, OH, 45229, USA
| | - Jonathan R Dillman
- Department of Radiology and Medical Imaging, Cincinnati Children's Hospital Medical Center, 3333 Burnet Avenue, MLC 5031, Cincinnati, OH, 45229, USA
- Department of Radiology, University of Cincinnati College of Medicine, Cincinnati, OH, USA
| | - Jean A Tkach
- Department of Radiology and Medical Imaging, Cincinnati Children's Hospital Medical Center, 3333 Burnet Avenue, MLC 5031, Cincinnati, OH, 45229, USA
| | - Stavra A Xanthakos
- Department of Gastroenterology, Hepatology, and Nutrition, Cincinnati Children's Hospital Medical Center, Cincinnati, OH, USA
| | - Jacqueline K Gill
- Department of Radiology and Medical Imaging, Cincinnati Children's Hospital Medical Center, 3333 Burnet Avenue, MLC 5031, Cincinnati, OH, 45229, USA
| | - Andrew T Trout
- Department of Radiology and Medical Imaging, Cincinnati Children's Hospital Medical Center, 3333 Burnet Avenue, MLC 5031, Cincinnati, OH, 45229, USA.
- Department of Radiology, University of Cincinnati College of Medicine, Cincinnati, OH, USA.
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Obrzut M, Atamaniuk V, Obrzut B, Ehman R, Cholewa M, Rzucidło M, Pozaruk A, Gutkowski K. Normative values for magnetic resonance elastography-based liver stiffness in a healthy population. Pol Arch Intern Med 2019; 129:321-326. [PMID: 30793705 PMCID: PMC6731548 DOI: 10.20452/pamw.4456] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/19/2022]
Abstract
INTRODUCTION Chronic liver disease resulting in fibrosis, and ultimately cirrhosis, is a significant cause of morbidity and mortality worldwide. None of the conventional imaging techniques are able to detect early fibrosis and compare its grade with the histopathologic scale. Liver biopsy, as the diagnostic standard for liver fibrosis, also has limitations and is not well accepted by patients. Magnetic resonance elastography is a well‑established technique for evaluating liver stiffness and may replace invasive procedures. Detection of liver fibrosis in its early stages, however, requires a detailed knowledge of normal liver stiffness. OBJECTIVES This study aimed to determine normal liver stiffness values in healthy volunteers. PATIENTS AND METHODS A total of 102 volunteers (mean age, 21.6 years; range, 20-28 years) with no history of gastrointestinal, hepatobiliary, or cardiovascular disease were enrolled in the study. Liver stiffness was evaluated by magnetic resonance elastography with a 1.5T clinical magnetic resonance scanner. Images of the induced transverse wave propagation were obtained and converted to tissue stiffness maps (elastograms). RESULTS The mean (SD) liver stiffness for the entire group of volunteers was 2.14 (0.28) kPa (range, 1.37-2.66 kPa). For women, the mean (SD) stiffness value was 2.14 (0.30) kPa (range, 1.37-2.66 kPa), and for men, 2.14 (0.25) kPa (range, 1.54-2.54 kPa). CONCLUSIONS Liver stiffness in a healthy adult cohort did not exceed 2.7 kPa and is not influenced by sex, body mass index, or fat content.
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Affiliation(s)
- Marzanna Obrzut
- Department of Biophysics, Faculty of Mathematics and Natural Sciences, University of Rzeszów, Rzeszów, Poland
| | - Vitaliy Atamaniuk
- Department of Biophysics, Faculty of Mathematics and Natural Sciences, University of Rzeszów, Rzeszów, Poland
| | - Bogdan Obrzut
- Department of Obstetrics and Gynaecology, Provincial Clinical Hospital No 2 in Rzeszow, University of Rzeszów, Rzeszów, Poland
| | - Richard Ehman
- Department of Radiology, Mayo Clinic, Rochester, Minnesota, United States
| | - Marian Cholewa
- Department of Biophysics, Faculty of Mathematics and Natural Sciences, University of Rzeszów, Rzeszów, Poland
| | - Mateusz Rzucidło
- Department of Gastroenterology and Hepatology with Internal Disease Unit, Teaching Hospital No. 1 in Rzeszów, Rzeszów, Poland
| | - Andrii Pozaruk
- Department of Biophysics, Faculty of Mathematics and Natural Sciences, University of Rzeszów, Rzeszów, Poland,Monash Biomedical Imaging, Monash University, Melbourne, Australia
| | - Krzysztof Gutkowski
- Department of Gastroenterology and Hepatology with Internal Disease Unit, Teaching Hospital No. 1 in Rzeszów, Rzeszów, Poland
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Akkaya HE, Erden A, Kuru Öz D, Ünal S, Erden İ. Magnetic resonance elastography: basic principles, technique, and clinical applications in the liver. ACTA ACUST UNITED AC 2019; 24:328-335. [PMID: 30272563 DOI: 10.5152/dir.2018.18186] [Citation(s) in RCA: 28] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/18/2022]
Abstract
Magnetic resonance elastography (MRE) is a constantly advancing technique for assessment of stiffness of tissues with newer technology and sequences. It is being increasingly used for the assessment of liver fibrosis. In this article, we discuss the advantages of MRE over biopsy and noninvasive methods such as US elastography in the assessment of liver fibrosis. Image acquisition and interpretation of liver MRE is also discussed.
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Affiliation(s)
| | - Ayşe Erden
- Department of Radiology, Ankara University School of Medicine, Ankara, Turkey
| | - Diğdem Kuru Öz
- Department of Radiology, Ankara University School of Medicine, Ankara, Turkey
| | - Sena Ünal
- Department of Radiology, Erzurum Local Training and Research Hospital, Erzurum, Turkey
| | - İlhan Erden
- Department of Radiology, Ankara University School of Medicine, Ankara, Turkey
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Abstract
The first clinical application of magnetic resonance elastography (MRE) was in the evaluation of chronic liver disease (CLD) for detection and staging of liver fibrosis. In the past 10 years, MRE has been incorporated seamlessly into a standard magnetic resonance imaging (MRI) liver protocol worldwide. Liver MRE is a robust technique for evaluation of liver stiffness and is currently the most accurate noninvasive imaging technology for evaluation of liver fibrosis. Newer MRE sequences including spin-echo MRE and 3 dimensional MRE have helped in reducing the technical limitations of clinical liver MRE that is performed with 2D gradient recalled echo (GRE) MRE. Advances in MRE technology have led to understanding of newer mechanical parameters such as dispersion, attenuation, and viscoelasticity that may be useful in evaluating pathological processes in CLD and may prove useful in their management.This review article will describe the changes in CLD that cause an increase in stiffness followed by principle and technique of liver MRE. In the later part of the review, we will briefly discuss the advances in liver MRE.
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Garteiser P, Doblas S, Van Beers BE. Magnetic resonance elastography of liver and spleen: Methods and applications. NMR IN BIOMEDICINE 2018; 31:e3891. [PMID: 29369503 DOI: 10.1002/nbm.3891] [Citation(s) in RCA: 18] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/20/2017] [Revised: 11/16/2017] [Accepted: 12/04/2017] [Indexed: 05/06/2023]
Abstract
The viscoelastic properties of the liver and spleen can be assessed with magnetic resonance elastography (MRE). Several actuators, MRI acquisition sequences and reconstruction algorithms have been proposed for this purpose. Reproducible results are obtained, especially when the examination is performed in standard conditions with the patient fasting. Accurate staging of liver fibrosis can be obtained by measuring liver stiffness or elasticity with MRE. Moreover, emerging evidence shows that assessing the tissue viscous parameters with MRE is useful for characterizing liver inflammation, non-alcoholic steatohepatitis, hepatic congestion, portal hypertension, and hepatic tumors. Further advances such as multifrequency acquisitions and compression-sensitive MRE may provide novel quantitative markers of hepatic and splenic mechanical properties that may improve the diagnosis of hepatic and splenic diseases.
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Affiliation(s)
- Philippe Garteiser
- Laboratory of Imaging Biomarkers, Center of Research on Inflammation, UMR 1149 INSERM-University Paris Diderot, Paris, France
| | - Sabrina Doblas
- Laboratory of Imaging Biomarkers, Center of Research on Inflammation, UMR 1149 INSERM-University Paris Diderot, Paris, France
| | - Bernard E Van Beers
- Laboratory of Imaging Biomarkers, Center of Research on Inflammation, UMR 1149 INSERM-University Paris Diderot, Paris, France
- Department of Radiology, Beaujon University Hospital Paris Nord, Clichy, France
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Bae JS, Lee JM, Park SJ, Lee KB, Han JK. Magnetic resonance elastography of healthy livers at 3.0 T: Normal liver stiffness measured by SE-EPI and GRE. Eur J Radiol 2018; 107:46-53. [PMID: 30292272 DOI: 10.1016/j.ejrad.2018.08.015] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/26/2018] [Revised: 07/10/2018] [Accepted: 08/13/2018] [Indexed: 02/07/2023]
Abstract
PURPOSE To determine the normal liver stiffness values using magnetic resonance elastography (MRE) at 3.0 T and to compare spin-echo echo-planar imaging (SE-EPI) and gradient-recalled-echo (GRE) MRE. MATERIALS AND METHODS This retrospective study included 54 living liver donors who had normal clinical and pathological results without underlying liver disease and underwent MRE using both SE-EPI and GRE at 3.0 T. Two radiologists placed four or six freehand regions of interest (ROI) on the elastograms and measured liver stiffness as well as the area of ROIs. The mean liver stiffness values and area of ROIs were compared between genders, among age groups, and between groups of different body mass indexes using the t-test and one-way analysis of variance, respectively. Interobserver agreement was analyzed using intraclass correlation coefficient. The mean liver stiffness values and area of ROIs were compared between SE-EPI and GRE using the paired t-test and Bland-Altman analysis. RESULTS The liver stiffness values in living liver donors ranged from 1.52 to 3.12 kPa on SE-EPI and 1.51 to 2.67 kPa on GRE. The mean liver stiffness values did not differ significantly according to the gender, age, and body mass index. Measurement of liver stiffness using MRE showed excellent interobserver agreement on both pulse sequences. The mean value of liver stiffness was higher on SE-EPI (2.14 ± 0.33 kPa) than on GRE (2.06 ± 0.25 kPa), and the difference was statistically significant (P < 0.05). The mean area of ROI was significantly larger with GRE (3387 mm2) than with SE-EPI (2691 mm2) (P < 0.05). CONCLUSIONS The mean liver stiffness values in living donors measured by SE-EPI and GRE were not affected by gender, age, or body mass index and showed excellent interobserver agreement. The area of ROI was larger with GRE than with SE-EPI.
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Affiliation(s)
- Jae Seok Bae
- Department of Radiology, Seoul National University Hospital, 101 Daehak-ro, Jongno-gu, Seoul, 03080, Republic of Korea; Department of Radiology, Seoul National University College of Medicine, 103 Daehak-ro, Jongno-gu, Seoul, 03080, Republic of Korea
| | - Jeong Min Lee
- Department of Radiology, Seoul National University Hospital, 101 Daehak-ro, Jongno-gu, Seoul, 03080, Republic of Korea; Department of Radiology, Seoul National University College of Medicine, 103 Daehak-ro, Jongno-gu, Seoul, 03080, Republic of Korea; Institute of Radiation Medicine, Seoul National University Medical Research Center, 103 Daehak-ro, Jongno-gu, Seoul, 03080, Republic of Korea.
| | - Sae-Jin Park
- Department of Radiology, Seoul National University Hospital, 101 Daehak-ro, Jongno-gu, Seoul, 03080, Republic of Korea; Department of Radiology, Seoul National University College of Medicine, 103 Daehak-ro, Jongno-gu, Seoul, 03080, Republic of Korea
| | - Kyung Bun Lee
- Department of Pathology, Seoul National University College of Medicine, Seoul, Republic of Korea
| | - Joon Koo Han
- Department of Radiology, Seoul National University Hospital, 101 Daehak-ro, Jongno-gu, Seoul, 03080, Republic of Korea; Department of Radiology, Seoul National University College of Medicine, 103 Daehak-ro, Jongno-gu, Seoul, 03080, Republic of Korea; Institute of Radiation Medicine, Seoul National University Medical Research Center, 103 Daehak-ro, Jongno-gu, Seoul, 03080, Republic of Korea
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The development and validation of magnetic resonance elastography for fibrosis staging in primary sclerosing cholangitis. Eur Radiol 2018; 29:1039-1047. [PMID: 30051141 DOI: 10.1007/s00330-018-5619-4] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/24/2018] [Revised: 06/10/2018] [Accepted: 06/19/2018] [Indexed: 01/01/2023]
Abstract
OBJECTIVES To develop and internally validate MR elastography (MRE) quantified liver stiffness (LS) cut-off values for distinguishing early/moderate fibrosis from cirrhosis in primary sclerosing cholangitis (PSC) against non-invasive fibrosis test of vibration-controlled transient elastography (VCTE). METHODS Sixty-seven patients were enrolled prospectively at a tertiary care centre to undergo MRE and VCTE. MRE-quantified LS was calculated using three region-of-interest (ROI) methods: Trace, Average and Maximum. Each ROI method was compared with the reference standard of VCTE. Internal validation was performed with bootstrapping. Univariable and multivariable linear regression determined independent predictors for MRE-quantified LS and final Mayo Risk Score (MRS). RESULTS MRE-quantified LS by Trace ROI method had the highest sensitivity [87.5%; 95% confidence interval (CI), 66.0-96.8] and specificity (96.1%; 95%CI, 89.6-99.0) for distinguishing cirrhosis; and was the strongest predictor of final MRS (β, 0.44; 95% CI, 0.27-0.61). Alkaline phosphatase twice the normal upper limit (β, 1.55; 95% CI, 0.95-2.17), abnormal bilirubin (β, 1.27; 95% CI, 0.41-2.14) and thrombocytopaenia (β, 0.79; 95% CI, 0.12-1.46) were independent predictors of LS. CONCLUSIONS MRE has a higher correlation with MRS than VCTE; and though MRE is possibly influenced by severe cholestasis and portal hypertension, MRE-quantified LS is an independent predictor of worse MRS. KEY POINTS • MRE is valid and reliable in assessing cirrhosis in PSC, and MRE-quantified Liver stiffness (LS) score was the strongest predictor of final Mayo Risk Score (MRS). • Trace ROI performs best for distinguishing moderate fibrosis from cirrhosis and has the highest correlation with Mayo Risk Score (MRS). • Cholestasis, hyperbilirubinaemia and portal hypertension may influence MRE LS score.
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Karatzas A, Konstantakis C, Aggeletopoulou I, Kalogeropoulou C, Thomopoulos K, Triantos C. Νon-invasive screening for esophageal varices in patients with liver cirrhosis. Ann Gastroenterol 2018; 31:305-314. [PMID: 29720856 PMCID: PMC5924853 DOI: 10.20524/aog.2018.0241] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/06/2017] [Accepted: 01/26/2018] [Indexed: 12/11/2022] Open
Abstract
Esophageal varices are one of the main complications of liver cirrhosis. Upper gastrointestinal endoscopy is the gold standard for the detection of esophageal varices. Many less invasive methods for screening of varices have been investigated and the most recent Baveno VI guidelines suggest that endoscopy is not necessary in patients with liver stiffness <20 kPa and platelets >150,000/μL. A critical review of the literature was performed concerning non-invasive or minimally invasive methods of screening for esophageal varices. Liver and spleen elastography, imaging methods including computed tomography, magnetic resonance imaging and ultrasound, laboratory tests and capsule endoscopy are discussed. The accuracy of each method, and its advantages and limitations compared to endoscopy are analyzed. There are data to support the Baveno VI guidelines, but there is still a lack of large prospective studies and low specificity has been reported for the liver stiffness and platelet count combination. Spleen elastography has shown promising results, as there are data to support its superiority to liver elastography, but it needs further assessment. Computed tomography has shown high diagnostic accuracy and can be part of the diagnostic work up of cirrhotic patients in the future, including screening for varices.
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Affiliation(s)
- Andreas Karatzas
- Department of Radiology, Olympion Therapeutirio (Andreas Karatzas)
| | | | - Ioanna Aggeletopoulou
- Department of Gastroenterology, University Hospital of Patras (Ioanna Aggeletopoulou, Konstantinos Thomopoulos, Christos Triantos)
| | - Christina Kalogeropoulou
- Department of Radiology, University Hospital of Patras (Christina Kalogeropoulou), Patras, Achaia, Greece
| | - Konstantinos Thomopoulos
- Department of Gastroenterology, University Hospital of Patras (Ioanna Aggeletopoulou, Konstantinos Thomopoulos, Christos Triantos)
| | - Christos Triantos
- Department of Gastroenterology, University Hospital of Patras (Ioanna Aggeletopoulou, Konstantinos Thomopoulos, Christos Triantos)
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Kennedy P, Wagner M, Castéra L, Hong CW, Johnson CL, Sirlin CB, Taouli B. Quantitative Elastography Methods in Liver Disease: Current Evidence and Future Directions. Radiology 2018; 286:738-763. [PMID: 29461949 DOI: 10.1148/radiol.2018170601] [Citation(s) in RCA: 188] [Impact Index Per Article: 26.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/14/2022]
Abstract
Chronic liver diseases often result in the development of liver fibrosis and ultimately, cirrhosis. Treatment strategies and prognosis differ greatly depending on the severity of liver fibrosis, thus liver fibrosis staging is clinically relevant. Traditionally, liver biopsy has been the method of choice for fibrosis evaluation. Because of liver biopsy limitations, noninvasive methods have become a key research interest in the field. Elastography enables the noninvasive measurement of tissue mechanical properties through observation of shear-wave propagation in the tissue of interest. Increasing fibrosis stage is associated with increased liver stiffness, providing a discriminatory feature that can be exploited by elastographic methods. Ultrasonographic (US) and magnetic resonance (MR) imaging elastographic methods are commercially available, each with their respective strengths and limitations. Here, the authors review the technical basis, acquisition techniques, and results and limitations of US- and MR-based elastography techniques. Diagnostic performance in the most common etiologies of chronic liver disease will be presented. Reliability, reproducibility, failure rate, and emerging advances will be discussed. © RSNA, 2018 Online supplemental material is available for this article.
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Affiliation(s)
- Paul Kennedy
- From the Translational and Molecular Imaging Institute (P.K., B.T.) and Department of Radiology (B.T.), Icahn School of Medicine at Mount Sinai, 1470 Madison Ave, New York, NY 10029; Department of Radiology, Sorbonne Universités, UPMC, Hôpital Pitié-Salpêtrière, Assistance Publique-Hôpitaux de Paris, Paris, France (M.W.); Department of Hepatology, University Paris-VII, Hôpital Beaujon, Clichy, France (L.C.); Liver Imaging Group, Department of Radiology, University of California-San Diego, San Diego, Calif (C.W.H., C.B.S.); Department of Biomedical Engineering, University of Delaware, Newark, Del (C.L.J.)
| | - Mathilde Wagner
- From the Translational and Molecular Imaging Institute (P.K., B.T.) and Department of Radiology (B.T.), Icahn School of Medicine at Mount Sinai, 1470 Madison Ave, New York, NY 10029; Department of Radiology, Sorbonne Universités, UPMC, Hôpital Pitié-Salpêtrière, Assistance Publique-Hôpitaux de Paris, Paris, France (M.W.); Department of Hepatology, University Paris-VII, Hôpital Beaujon, Clichy, France (L.C.); Liver Imaging Group, Department of Radiology, University of California-San Diego, San Diego, Calif (C.W.H., C.B.S.); Department of Biomedical Engineering, University of Delaware, Newark, Del (C.L.J.)
| | - Laurent Castéra
- From the Translational and Molecular Imaging Institute (P.K., B.T.) and Department of Radiology (B.T.), Icahn School of Medicine at Mount Sinai, 1470 Madison Ave, New York, NY 10029; Department of Radiology, Sorbonne Universités, UPMC, Hôpital Pitié-Salpêtrière, Assistance Publique-Hôpitaux de Paris, Paris, France (M.W.); Department of Hepatology, University Paris-VII, Hôpital Beaujon, Clichy, France (L.C.); Liver Imaging Group, Department of Radiology, University of California-San Diego, San Diego, Calif (C.W.H., C.B.S.); Department of Biomedical Engineering, University of Delaware, Newark, Del (C.L.J.)
| | - Cheng William Hong
- From the Translational and Molecular Imaging Institute (P.K., B.T.) and Department of Radiology (B.T.), Icahn School of Medicine at Mount Sinai, 1470 Madison Ave, New York, NY 10029; Department of Radiology, Sorbonne Universités, UPMC, Hôpital Pitié-Salpêtrière, Assistance Publique-Hôpitaux de Paris, Paris, France (M.W.); Department of Hepatology, University Paris-VII, Hôpital Beaujon, Clichy, France (L.C.); Liver Imaging Group, Department of Radiology, University of California-San Diego, San Diego, Calif (C.W.H., C.B.S.); Department of Biomedical Engineering, University of Delaware, Newark, Del (C.L.J.)
| | - Curtis L Johnson
- From the Translational and Molecular Imaging Institute (P.K., B.T.) and Department of Radiology (B.T.), Icahn School of Medicine at Mount Sinai, 1470 Madison Ave, New York, NY 10029; Department of Radiology, Sorbonne Universités, UPMC, Hôpital Pitié-Salpêtrière, Assistance Publique-Hôpitaux de Paris, Paris, France (M.W.); Department of Hepatology, University Paris-VII, Hôpital Beaujon, Clichy, France (L.C.); Liver Imaging Group, Department of Radiology, University of California-San Diego, San Diego, Calif (C.W.H., C.B.S.); Department of Biomedical Engineering, University of Delaware, Newark, Del (C.L.J.)
| | - Claude B Sirlin
- From the Translational and Molecular Imaging Institute (P.K., B.T.) and Department of Radiology (B.T.), Icahn School of Medicine at Mount Sinai, 1470 Madison Ave, New York, NY 10029; Department of Radiology, Sorbonne Universités, UPMC, Hôpital Pitié-Salpêtrière, Assistance Publique-Hôpitaux de Paris, Paris, France (M.W.); Department of Hepatology, University Paris-VII, Hôpital Beaujon, Clichy, France (L.C.); Liver Imaging Group, Department of Radiology, University of California-San Diego, San Diego, Calif (C.W.H., C.B.S.); Department of Biomedical Engineering, University of Delaware, Newark, Del (C.L.J.)
| | - Bachir Taouli
- From the Translational and Molecular Imaging Institute (P.K., B.T.) and Department of Radiology (B.T.), Icahn School of Medicine at Mount Sinai, 1470 Madison Ave, New York, NY 10029; Department of Radiology, Sorbonne Universités, UPMC, Hôpital Pitié-Salpêtrière, Assistance Publique-Hôpitaux de Paris, Paris, France (M.W.); Department of Hepatology, University Paris-VII, Hôpital Beaujon, Clichy, France (L.C.); Liver Imaging Group, Department of Radiology, University of California-San Diego, San Diego, Calif (C.W.H., C.B.S.); Department of Biomedical Engineering, University of Delaware, Newark, Del (C.L.J.)
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Quantification of hepatic perfusion and hepatocyte function with dynamic gadoxetic acid-enhanced MRI in patients with chronic liver disease. Clin Sci (Lond) 2018; 132:813-824. [PMID: 29440620 DOI: 10.1042/cs20171131] [Citation(s) in RCA: 19] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/13/2017] [Revised: 02/05/2018] [Accepted: 02/09/2018] [Indexed: 02/06/2023]
Abstract
The purpose of the present study was to develop and perform initial validation of dynamic MRI enhanced with gadoxetic acid as hepatobiliary contrast agent to quantify hepatic perfusion and hepatocyte function in patients with chronic liver disease. Free-breathing, dynamic gadoxetic acid-enhanced MRI was performed at 3.0 T using a 3D time-resolved angiography sequence with stochastic trajectories during 38 min. A dual-input three-compartment model was developed to derive hepatic perfusion and hepatocyte function parameters. Method feasibility was assessed in 23 patients with biopsy-proven chronic liver disease. Parameter analysis could be performed in 21 patients (91%). The hepatocyte function parameters were more discriminant than the perfusion parameters to differentiate between patients with minimal fibrosis (METAVIR F0-F1), intermediate fibrosis (F2-F3) and cirrhosis (F4). The areas under the receiver operating characteristic curves (ROCs) to diagnose significant fibrosis (METAVIR F ≥ 2) were: 0.95 (95% CI: 0.87-1; P<0.001) for biliary efflux, 0.88 (95% CI: 0.73-1; P<0.01) for sinusoidal backflux, 0.81 (95% CI: 0.61-1; P<0.05) for hepatocyte uptake fraction and 0.75 (95% CI: 0.54-1; P<0.05) for hepatic perfusion index (HPI), respectively. These initial results in patients with chronic liver diseases show that simultaneous quantification of hepatic perfusion and hepatocyte function is feasible with free breathing dynamic gadoxetic acid-enhanced MRI. Hepatocyte function parameters may be relevant to assess liver fibrosis severity.
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Wang K, Manning P, Szeverenyi N, Wolfson T, Hamilton G, Middleton MS, Vaida F, Yin M, Glaser K, Ehman RL, Sirlin CB. Repeatability and reproducibility of 2D and 3D hepatic MR elastography with rigid and flexible drivers at end-expiration and end-inspiration in healthy volunteers. Abdom Radiol (NY) 2017; 42:2843-2854. [PMID: 28612163 DOI: 10.1007/s00261-017-1206-4] [Citation(s) in RCA: 33] [Impact Index Per Article: 4.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/08/2023]
Abstract
PURPOSE To evaluate the repeatability and reproducibility of 2D and 3D hepatic MRE with rigid and flexible drivers at end-expiration and end-inspiration in healthy volunteers. MATERIALS AND METHODS Nine healthy volunteers underwent two same-day MRE exams separated by a 5- to 10-min break. In each exam, 2D and 3D MRE scans were performed, each under four conditions (2 driver types [rigid, flexible] × 2 breath-hold phases [end-expiration, end-inspiration]). Repeatability (measurements under identical conditions) and reproducibility (measurements under different conditions) were analyzed by calculating bias, limit of agreement, repeatability coefficient (RC), reproducibility coefficient (RDC), intraclass correlation coefficient (ICC), and concordance correlation coefficient (CCC), as appropriate. RESULTS For 2D MRE, RCs and ICCs range between 0.29-0.49 and 0.71-0.91, respectively. For 3D MRE, RCs and ICCs range between 0.16-0.26 and 0.84-0.96, respectively. Stiffness values were biased by breath-hold phase, being higher at end-inspiration than end-expiration, and the differences were significant for 3D MRE (p < 0.01). No bias was found between driver types. Inspiration vs. expiration RDCs and CCCs ranged between 0.30-0.54 and 0.61-0.72, respectively. Rigid vs. flexible driver RDCs and CCCs ranged between 0.10-0.44 and 0.79-0.94, respectively. CONCLUSION This preliminary study suggests that 2D MRE and 3D MRE under most conditions potentially have good repeatability. Our result also points to the possibility that stiffness measured with the rigid and flexible drivers is reproducible. Reproducibility between breath-hold phases was modest, suggesting breath-hold phase might be a confounding factor in MRE-based stiffness measurement. However, larger studies are required to validate these preliminary results.
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Schwimmer JB, Behling C, Angeles JE, Paiz M, Durelle J, Africa J, Newton KP, Brunt EM, Lavine JE, Abrams SH, Masand P, Krishnamurthy R, Wong K, Ehman RL, Yin M, Glaser KJ, Dzyubak B, Wolfson T, Gamst AC, Hooker J, Haufe W, Schlein A, Hamilton G, Middleton MS, Sirlin CB. Magnetic resonance elastography measured shear stiffness as a biomarker of fibrosis in pediatric nonalcoholic fatty liver disease. Hepatology 2017; 66:1474-1485. [PMID: 28493388 PMCID: PMC5650504 DOI: 10.1002/hep.29241] [Citation(s) in RCA: 103] [Impact Index Per Article: 12.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/01/2016] [Revised: 03/23/2017] [Accepted: 04/24/2017] [Indexed: 12/14/2022]
Abstract
UNLABELLED Magnetic resonance elastography (MRE) is a promising technique for noninvasive assessment of fibrosis, a major determinant of outcome in nonalcoholic fatty liver disease (NAFLD). However, data in children are limited. The purpose of this study was to determine the accuracy of MRE for the detection of fibrosis and advanced fibrosis in children with NAFLD and to assess agreement between manual and novel automated reading methods. We performed a prospective, multicenter study of two-dimensional (2D) MRE in children with NAFLD. MR elastograms were analyzed manually at two reading centers, and using a new automated technique. Analysis using each approach was done independently. Correlations were determined between MRE analysis methods and fibrosis stage. Thresholds for classifying the presence of fibrosis and of advanced fibrosis were computed and cross-validated. In 90 children with a mean age of 13.1 ± 2.4 years, median hepatic stiffness was 2.35 kPa. Stiffness values derived by each reading center were strongly correlated with each other (r = 0.83). All three analyses were significantly correlated with fibrosis stage (center 1, ρ = 0.53; center 2, ρ = 0.55; and automated analysis, ρ = 0.52; P < 0.001). Overall cross-validated accuracy for detecting any fibrosis was 72.2% for all methods (95% confidence interval [CI], 61.8%-81.1%). Overall cross-validated accuracy for assessing advanced fibrosis was 88.9% (95% CI, 80.5%-94.5%) for center 1, 90.0% (95% CI, 81.9%-95.3%) for center 2, and 86.7% (95% CI, 77.9%-92.9%) for automated analysis. CONCLUSION 2D MRE can estimate hepatic stiffness in children with NAFLD. Further refinement and validation of automated analysis techniques will be an important step in standardizing MRE. How to best integrate MRE into clinical protocols for the assessment of NAFLD in children will require prospective evaluation. (Hepatology 2017;66:1474-1485).
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Affiliation(s)
- Jeffrey B. Schwimmer
- Division of Gastroenterology, Hepatology, and Nutrition, Department of Pediatrics, University of California, San Diego School of Medicine, San Diego, California,Department of Gastroenterology, Rady Children’s Hospital San Diego, San Diego, California,Liver Imaging Group, Department of Radiology, University of California, San Diego School of Medicine, San Diego, California
| | - Cynthia Behling
- Division of Gastroenterology, Hepatology, and Nutrition, Department of Pediatrics, University of California, San Diego School of Medicine, San Diego, California
| | - Jorge Eduardo Angeles
- Division of Gastroenterology, Hepatology, and Nutrition, Department of Pediatrics, University of California, San Diego School of Medicine, San Diego, California
| | - Melissa Paiz
- Division of Gastroenterology, Hepatology, and Nutrition, Department of Pediatrics, University of California, San Diego School of Medicine, San Diego, California
| | - Janis Durelle
- Division of Gastroenterology, Hepatology, and Nutrition, Department of Pediatrics, University of California, San Diego School of Medicine, San Diego, California
| | - Jonathan Africa
- Division of Gastroenterology, Hepatology, and Nutrition, Department of Pediatrics, University of California, San Diego School of Medicine, San Diego, California
| | - Kimberly P. Newton
- Division of Gastroenterology, Hepatology, and Nutrition, Department of Pediatrics, University of California, San Diego School of Medicine, San Diego, California,Department of Gastroenterology, Rady Children’s Hospital San Diego, San Diego, California
| | - Elizabeth M. Brunt
- Department of Pathology and Immunology, Washington University, St. Louis, Missouri
| | | | - Stephanie H. Abrams
- Columbia University, New York, NY,Baylor College of Medicine, Houston, Texas,Houston Methodist Hospital, Houston, Texas
| | | | | | - Kelvin Wong
- Miller Children’s & Women’s Hospital Long Beach, California
| | | | - Meng Yin
- Mayo Clinic, Rochester, Minnesota
| | | | | | - Tanya Wolfson
- Computational and Applied Statistics Laboratory (CASL), San Diego Supercomputer Center, University of California, San Diego, California
| | - Anthony C. Gamst
- Computational and Applied Statistics Laboratory (CASL), San Diego Supercomputer Center, University of California, San Diego, California
| | - Jonathan Hooker
- Liver Imaging Group, Department of Radiology, University of California, San Diego School of Medicine, San Diego, California
| | - William Haufe
- Liver Imaging Group, Department of Radiology, University of California, San Diego School of Medicine, San Diego, California
| | - Alexandra Schlein
- Liver Imaging Group, Department of Radiology, University of California, San Diego School of Medicine, San Diego, California
| | - Gavin Hamilton
- Liver Imaging Group, Department of Radiology, University of California, San Diego School of Medicine, San Diego, California
| | - Michael S. Middleton
- Liver Imaging Group, Department of Radiology, University of California, San Diego School of Medicine, San Diego, California
| | - Claude B. Sirlin
- Liver Imaging Group, Department of Radiology, University of California, San Diego School of Medicine, San Diego, California
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Horowitz JM, Venkatesh SK, Ehman RL, Jhaveri K, Kamath P, Ohliger MA, Samir AE, Silva AC, Taouli B, Torbenson MS, Wells ML, Yeh B, Miller FH. Evaluation of hepatic fibrosis: a review from the society of abdominal radiology disease focus panel. Abdom Radiol (NY) 2017. [PMID: 28624924 DOI: 10.1007/s00261-017-1211-7] [Citation(s) in RCA: 102] [Impact Index Per Article: 12.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/16/2022]
Abstract
Hepatic fibrosis is potentially reversible; however early diagnosis is necessary for treatment in order to halt progression to cirrhosis and development of complications including portal hypertension and hepatocellular carcinoma. Morphologic signs of cirrhosis on ultrasound (US), computed tomography (CT), and magnetic resonance imaging (MRI) alone are unreliable and are seen with more advanced disease. Newer imaging techniques to diagnose liver fibrosis are reliable and accurate, and include magnetic resonance elastography and US elastography (one-dimensional transient elastography and point shear wave elastography or acoustic radiation force impulse imaging). Research is ongoing with multiple other techniques for the noninvasive diagnosis of hepatic fibrosis, including MRI with diffusion-weighted imaging, hepatobiliary contrast enhancement, and perfusion; CT using perfusion, fractional extracellular space techniques, and dual-energy, contrast-enhanced US, texture analysis in multiple modalities, quantitative mapping, and direct molecular imaging probes. Efforts to advance the noninvasive imaging assessment of hepatic fibrosis will facilitate earlier diagnosis and improve patient monitoring with the goal of preventing the progression to cirrhosis and its complications.
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Affiliation(s)
- Jeanne M Horowitz
- Department of Radiology, Feinberg School of Medicine, Northwestern University, 676 St. Clair St, Suite 800, Chicago, IL, 60611, USA.
| | - Sudhakar K Venkatesh
- Department of Radiology, Mayo Clinic, 200 First Street SW, Rochester, MN, 55905, USA
| | - Richard L Ehman
- Department of Radiology, Mayo Clinic, 200 First Street SW, Rochester, MN, 55905, USA
| | - Kartik Jhaveri
- Division of Abdominal Imaging, Joint Department of Medical Imaging, University Health Network, Mt. Sinai Hospital & Women's College Hospital, University of Toronto, 610 University Ave, Toronto, ON, M5G 2M9, Canada
| | - Patrick Kamath
- Division of Gastroenterology and Hepatology, Mayo Clinic, 200 First Street SW, Rochester, MN, 55905, USA
| | - Michael A Ohliger
- Department of Radiology and Biomedical Imaging, UCSF School of Medicine, Zuckerberg San Francisco General Hospital, 1001 Potrero Ave, San Francisco, CA, 94110, USA
| | - Anthony E Samir
- Department of Radiology, Massachusetts General Hospital, 55 Fruit Street, Boston, MA, 02114, USA
| | - Alvin C Silva
- Department of Radiology, Mayo Clinic in Arizona, 13400 E. Shea Blvd., Scottsdale, AZ, 85259, USA
| | - Bachir Taouli
- Department of Radiology and Translational and Molecular Imaging Institute, Icahn School of Medicine at Mount Sinai, 1470 Madison Ave, Box 1234, New York, NY, 10029, USA
| | - Michael S Torbenson
- Department of Laboratory Medicine and Pathology, Mayo Clinic, 200 First Street SW, Rochester, MN, 55905, USA
| | - Michael L Wells
- Department of Radiology, Mayo Clinic, 200 First Street SW, Rochester, MN, 55905, USA
| | - Benjamin Yeh
- Department of Radiology and Biomedical Imaging, UCSF School of Medicine, Zuckerberg San Francisco General Hospital, 1001 Potrero Ave, San Francisco, CA, 94110, USA
| | - Frank H Miller
- Department of Radiology, Feinberg School of Medicine, Northwestern University, 676 St. Clair St, Suite 800, Chicago, IL, 60611, USA
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Toguchi M, Tsurusaki M, Yada N, Sofue K, Hyodo T, Onoda M, Numoto I, Matsuki M, Imaoka I, Kudo M, Murakami T. Magnetic resonance elastography in the assessment of hepatic fibrosis: a study comparing transient elastography and histological data in the same patients. Abdom Radiol (NY) 2017; 42:1659-1666. [PMID: 28144720 DOI: 10.1007/s00261-017-1045-3] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/13/2023]
Abstract
PURPOSE To evaluate the quantitative measurement of liver stiffness (LS), compare the diagnostic performance of magnetic resonance elastography (MRE) and ultrasound-based transient elastography (TE), and evaluate two different MRE-based LS measurement methods. METHODS Between October 2013 and January 2015, 116 consecutive patients with chronic liver disease underwent MRE to measure LS (kilopascals; kPa). Of the 116 patients, 51 patients underwent both TE and liver biopsy, and the interval between the liver biopsy and both the MRE and TE was less than 90 days. MRE-derived LS values were measured on the anterior segment of the right lobe (single small round regions of interest per slice; srROIs) and whole right lobe of the liver (free hand region of interest; fhROI), and these values were correlated with pathological fibrosis grades and diagnostic performance. RESULTS Pathological fibrosis stage was significantly correlated with srROIs (r = 0.87, p < 0.001), fhROI (r = 0.80, p < 0.001), and TE (r = 0.73, p < 0.001). For detection of significant fibrosis (≥F2), advanced fibrosis (≥F3), and cirrhosis, the area under the curve (AUC) associated with the srROIs was largest, and there was a significant difference between srROIs and TE (0.93 vs. 0.82, p = 0.006), srROIs and fhROI (0.93 vs. 0.89, p = 0.04) for detection of ≥F2. For advanced fibrosis and cirrhosis detection, AUCs were not significant (0.92-0.96). CONCLUSIONS MRE and TE detected liver fibrosis with comparable accuracy. In particular, the srROIs method was effective for detecting of significant fibrosis.
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Stoopen-Rometti M, Encinas-Escobar ER, Ramirez-Carmona CR, Wolpert-Barraza E, Kimura-Hayama E, Sosa-Lozano LA, Favila R, Kimura-Fujikami Y, Saavedra-Abril JA, Loaeza-Del Castillo A. Diagnosis and quantification of fibrosis, steatosis, and hepatic siderosis through multiparametric magnetic resonance imaging. REVISTA DE GASTROENTEROLOGÍA DE MÉXICO 2017; 82:32-45. [PMID: 28089429 DOI: 10.1016/j.rgmx.2016.06.001] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/21/2015] [Revised: 05/31/2016] [Accepted: 06/16/2016] [Indexed: 12/12/2022]
Abstract
BACKGROUND The presence of liver fibrosis is the common denominator in numerous chronic liver diseases that can progress to fibrosis and hepatocellular carcinoma. Most important, with respect to frequency, are viral hepatitis and non-alcoholic fatty liver disease, the prevalence of which is increasing in epidemic proportions. Liver biopsy, albeit imperfect, continues to be the criterion standard, but in many clinical situations tends to be replaced with noninvasive imaging methods. OBJECTIVES The aim of the present article was to describe our imaging department experience with magnetic resonance elastography and to analyze and discuss recently published results in gastroenterology, hepatology, and radiology from other authors in the literature, complemented with a PubMed search covering the last 10 years. RESULTS AND CONCLUSIONS Magnetic resonance elastography is an efficacious, noninvasive method with results that are concordant with liver biopsy. It is superior to ultrasound elastography because it evaluates a much greater volume of hepatic tissue and shows the often heterogeneous lesion distribution. The greatest advantage of the magnetic resonance protocol described is the fact that it quantifies fibrosis, fat content, and iron content in the same 25min examination specifically directed for that purpose, resulting in a favorable cost-benefit ratio for the patient and/or institution.
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Affiliation(s)
- M Stoopen-Rometti
- Departamento de Imagen, C.T. Scanner Lomas Altas, Ciudad de México, México.
| | - E R Encinas-Escobar
- Curso Universitario de Radiología, C.T. Scanner, Instituto Nacional de Cardiología Ignacio Chávez, Universidad Nacional Autónoma de México, Ciudad de México, México
| | | | - E Wolpert-Barraza
- Unidad de Gastroenterología y Hepatología, Clínica Lomas Altas, Ciudad de México, México
| | - E Kimura-Hayama
- Departamento de Imagen, C.T. Scanner Lomas Altas, Ciudad de México, México
| | - L A Sosa-Lozano
- Departamento de Imagen, C.T. Scanner de México, Ciudad de México, México
| | - R Favila
- General Electric Healthcare, Durango, México
| | - Y Kimura-Fujikami
- Departamento de Imagen, C.T. Scanner de México, Ciudad de México, México
| | - J A Saavedra-Abril
- Departamento de Imagen, C.T. Scanner Lomas Altas, Ciudad de México, México
| | - A Loaeza-Del Castillo
- Unidad de Gastroenterología y Hepatología, Clínica Lomas Altas, Ciudad de México, México
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Stoopen-Rometti M, Encinas-Escobar E, Ramirez-Carmona C, Wolpert-Barraza E, Kimura-Hayama E, Sosa-Lozano L, Favila R, Kimura-Fujikami Y, Saavedra-Abril J, Loaeza-del Castillo A. Diagnosis and quantification of fibrosis, steatosis, and hepatic siderosis through multiparametric magnetic resonance imaging. REVISTA DE GASTROENTEROLOGÍA DE MÉXICO (ENGLISH EDITION) 2017. [DOI: 10.1016/j.rgmxen.2017.01.003] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 10/20/2022] Open
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Jang S, Lee JM, Lee DH, Joo I, Yoon JH, Chang W, Han JK. Value of MR elastography for the preoperative estimation of liver regeneration capacity in patients with hepatocellular carcinoma. J Magn Reson Imaging 2016; 45:1627-1636. [PMID: 27859840 DOI: 10.1002/jmri.25517] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/13/2016] [Accepted: 10/01/2016] [Indexed: 12/30/2022] Open
Abstract
PURPOSE To demonstrate the negative relationship between liver stiffness (LS) values measured at preoperative magnetic resonance elastography (MRE) and the regeneration capacity of the remnant liver after major hepatectomy, in patients with hepatocellular carcinoma (HCC). MATERIALS AND METHODS Thirty-eight patients with HCC (mean age, 57.1) who had undergone liver computed tomography (CT) and 1.5T MRE prior to right hepatectomy were included in this retrospective study. CT volumetric analysis of total functional liver (calculated by subtracting tumor volume from total liver volume), future liver remnant (FLR), and postoperative liver remnant (LR) were performed using a semiautomatic analysis program. The regeneration index was expressed as [(VLR -VFLR )/VFLR ] × 100, where VLR is the volume of the liver remnant and VFLR is the volume of the FLR. The relationship between degree of LS measured at MRE and the regeneration index was assessed using the Spearman correlation test. RESULTS Average LS value at MRE increased along with hepatic fibrosis (HF) stage (r = 0.604, P < 0.001). At MRE, a cutoff value greater than 2.46 kPa yielded 90.0% sensitivity and 100% specificity in identifying HF stage 2 or greater (area under the curve [AUC], 0.95). Mean VFLR and VLR were 477.1 ± 147.5 mL and 911.9 ± 188.8 mL, respectively. The regeneration index of the liver remnant was 102.1 ± 58.2%. LS values at MRE and calculated regeneration index after right hepatectomy showed moderate negative correlation (r = -0.361, P = 0.026). CONCLUSION LS values measured at MRE may serve as a postoperative predictor of liver regeneration in patients with liver cirrhosis and HCC. LEVEL OF EVIDENCE 4 Technical Efficacy: Stage 2 J. MAGN. RESON. IMAGING 2017;45:1627-1636.
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Affiliation(s)
- Siwon Jang
- Department of Radiology, Seoul National University Hospital and Seoul National University College of Medicine, Seoul, Korea
| | - Jeong Min Lee
- Department of Radiology, Seoul National University Hospital and Seoul National University College of Medicine, Seoul, Korea
| | - Dong Ho Lee
- Department of Radiology, Seoul National University Hospital and Seoul National University College of Medicine, Seoul, Korea
| | - Ijin Joo
- Department of Radiology, Seoul National University Hospital and Seoul National University College of Medicine, Seoul, Korea
| | - Jeong Hee Yoon
- Department of Radiology, Seoul National University Hospital and Seoul National University College of Medicine, Seoul, Korea
| | - Won Chang
- Department of Radiology, Seoul National University Hospital and Seoul National University College of Medicine, Seoul, Korea
| | - Joon Koo Han
- Department of Radiology, Seoul National University Hospital and Seoul National University College of Medicine, Seoul, Korea
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Srinivasa Babu A, Wells ML, Teytelboym OM, Mackey JE, Miller FH, Yeh BM, Ehman RL, Venkatesh SK. Elastography in Chronic Liver Disease: Modalities, Techniques, Limitations, and Future Directions. Radiographics 2016; 36:1987-2006. [PMID: 27689833 PMCID: PMC5584553 DOI: 10.1148/rg.2016160042] [Citation(s) in RCA: 149] [Impact Index Per Article: 16.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/06/2016] [Revised: 06/16/2016] [Accepted: 07/27/2016] [Indexed: 12/12/2022]
Abstract
Chronic liver disease has multiple causes, many of which are increasing in prevalence. The final common pathway of chronic liver disease is tissue destruction and attempted regeneration, a pathway that triggers fibrosis and eventual cirrhosis. Assessment of fibrosis is important not only for diagnosis but also for management, prognostic evaluation, and follow-up of patients with chronic liver disease. Although liver biopsy has traditionally been considered the reference standard for assessment of liver fibrosis, noninvasive techniques are the emerging focus in this field. Ultrasound-based elastography and magnetic resonance (MR) elastography are gaining popularity as the modalities of choice for quantifying hepatic fibrosis. These techniques have been proven superior to conventional cross-sectional imaging for evaluation of fibrosis, especially in the precirrhotic stages. Moreover, elastography has added utility in the follow-up of previously diagnosed fibrosis, the assessment of treatment response, evaluation for the presence of portal hypertension (spleen elastography), and evaluation of patients with unexplained portal hypertension. In this article, a brief overview is provided of chronic liver disease and the tools used for its diagnosis. Ultrasound-based elastography and MR elastography are explored in depth, including a brief glimpse into the evolution of elastography. Elastography is based on the principle of measuring tissue response to a known mechanical stimulus. Specific elastographic techniques used to exploit this principle include MR elastography and ultrasonography-based static or quasistatic strain imaging, one-dimensional transient elastography, point shear-wave elastography, and supersonic shear-wave elastography. The advantages, limitations, and pitfalls of each modality are emphasized. ©RSNA, 2016.
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Affiliation(s)
- Aparna Srinivasa Babu
- From the Departments of Radiology of Mercy Catholic Medical Center, Darby, Pa (A.S.B., O.M.T., J.E.M.); Mayo Clinic, 200 First St SW, Rochester, MN 55905 (M.L.W., R.L.E., S.K.V.); Northwestern University Feinberg School of Medicine, Chicago, Ill (F.H.M.); and University of California–San Francisco School of Medicine, San Francisco, Calif (B.M.Y.)
| | - Michael L. Wells
- From the Departments of Radiology of Mercy Catholic Medical Center, Darby, Pa (A.S.B., O.M.T., J.E.M.); Mayo Clinic, 200 First St SW, Rochester, MN 55905 (M.L.W., R.L.E., S.K.V.); Northwestern University Feinberg School of Medicine, Chicago, Ill (F.H.M.); and University of California–San Francisco School of Medicine, San Francisco, Calif (B.M.Y.)
| | - Oleg M. Teytelboym
- From the Departments of Radiology of Mercy Catholic Medical Center, Darby, Pa (A.S.B., O.M.T., J.E.M.); Mayo Clinic, 200 First St SW, Rochester, MN 55905 (M.L.W., R.L.E., S.K.V.); Northwestern University Feinberg School of Medicine, Chicago, Ill (F.H.M.); and University of California–San Francisco School of Medicine, San Francisco, Calif (B.M.Y.)
| | - Justin E. Mackey
- From the Departments of Radiology of Mercy Catholic Medical Center, Darby, Pa (A.S.B., O.M.T., J.E.M.); Mayo Clinic, 200 First St SW, Rochester, MN 55905 (M.L.W., R.L.E., S.K.V.); Northwestern University Feinberg School of Medicine, Chicago, Ill (F.H.M.); and University of California–San Francisco School of Medicine, San Francisco, Calif (B.M.Y.)
| | - Frank H. Miller
- From the Departments of Radiology of Mercy Catholic Medical Center, Darby, Pa (A.S.B., O.M.T., J.E.M.); Mayo Clinic, 200 First St SW, Rochester, MN 55905 (M.L.W., R.L.E., S.K.V.); Northwestern University Feinberg School of Medicine, Chicago, Ill (F.H.M.); and University of California–San Francisco School of Medicine, San Francisco, Calif (B.M.Y.)
| | - Benjamin M. Yeh
- From the Departments of Radiology of Mercy Catholic Medical Center, Darby, Pa (A.S.B., O.M.T., J.E.M.); Mayo Clinic, 200 First St SW, Rochester, MN 55905 (M.L.W., R.L.E., S.K.V.); Northwestern University Feinberg School of Medicine, Chicago, Ill (F.H.M.); and University of California–San Francisco School of Medicine, San Francisco, Calif (B.M.Y.)
| | - Richard L. Ehman
- From the Departments of Radiology of Mercy Catholic Medical Center, Darby, Pa (A.S.B., O.M.T., J.E.M.); Mayo Clinic, 200 First St SW, Rochester, MN 55905 (M.L.W., R.L.E., S.K.V.); Northwestern University Feinberg School of Medicine, Chicago, Ill (F.H.M.); and University of California–San Francisco School of Medicine, San Francisco, Calif (B.M.Y.)
| | - Sudhakar K. Venkatesh
- From the Departments of Radiology of Mercy Catholic Medical Center, Darby, Pa (A.S.B., O.M.T., J.E.M.); Mayo Clinic, 200 First St SW, Rochester, MN 55905 (M.L.W., R.L.E., S.K.V.); Northwestern University Feinberg School of Medicine, Chicago, Ill (F.H.M.); and University of California–San Francisco School of Medicine, San Francisco, Calif (B.M.Y.)
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Giunta M, Conte D, Fraquelli M. Role of spleen elastography in patients with chronic liver diseases. World J Gastroenterol 2016; 22:7857-7867. [PMID: 27672283 PMCID: PMC5028802 DOI: 10.3748/wjg.v22.i35.7857] [Citation(s) in RCA: 21] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/05/2016] [Revised: 08/16/2016] [Accepted: 08/30/2016] [Indexed: 02/06/2023] Open
Abstract
The development of liver cirrhosis and portal hypertension (PH), one of its major complications, are structural and functional alterations of the liver, occurring in many patients with chronic liver diseases (CLD). Actually the progressive deposition of hepatic fibrosis has a key role in the prognosis of CLD patients. The subsequent development of PH leads to its major complications, such as ascites, hepatic encephalopathy, variceal bleeding and decompensation. Liver biopsy is still considered the reference standard for the assessment of hepatic fibrosis, whereas the measurement of hepatic vein pressure gradient is the standard to ascertain the presence of PH and upper endoscopy is the method of choice to detect the presence of oesophageal varices. However, several non-invasive tests, including elastographic techniques, are currently used to evaluate the severity of liver disease and predict its prognosis. More recently, the measurement of the spleen stiffness has become particularly attractive to assess, considering the relevant role accomplished by the spleen in splanchnic circulation in the course of liver cirrhosis and in the PH. Moreover, spleen stiffness as compared with liver stiffness better represents the dynamic changes occurring in the advanced stages of cirrhosis and shows higher diagnostic performance in detecting esophageal varices. The aim of this review is to provide an exhaustive overview of the actual role of spleen stiffness measurement as assessed by several elastographic techniques in evaluating both liver disease severity and the development of cirrhosis complications, such as PH and to highlight its potential and possible limitations.
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Lee DH, Lee JM, Yi NJ, Lee KW, Suh KS, Lee JH, Lee KB, Han JK. Hepatic stiffness measurement by using MR elastography: prognostic values after hepatic resection for hepatocellular carcinoma. Eur Radiol 2016; 27:1713-1721. [DOI: 10.1007/s00330-016-4499-8] [Citation(s) in RCA: 30] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/08/2016] [Revised: 06/23/2016] [Accepted: 06/29/2016] [Indexed: 02/08/2023]
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Multiphasic Dynamic Computed Tomography Evaluation of Liver Tissue Perfusion Characteristics Using the Dual Maximum Slope Model in Patients With Cirrhosis and Hepatocellular Carcinoma. Invest Radiol 2016; 51:430-4. [DOI: 10.1097/rli.0000000000000247] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/30/2022]
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Saito S, Tanaka K, Hashido T. Magnetic Resonance Elastography: Measurement of Hepatic Stiffness Using Different Direct Inverse Problem Reconstruction Methods in Healthy Volunteers and Patients with Liver Disease. Nihon Hoshasen Gijutsu Gakkai Zasshi 2016; 72:128-38. [PMID: 26902377 DOI: 10.6009/jjrt.2016_jsrt_72.2.128] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/11/2022]
Abstract
The purpose of this study was to compare the mean hepatic stiffness values obtained by the application of two different direct inverse problem reconstruction methods to magnetic resonance elastography (MRE). Thirteen healthy men (23.2±2.1 years) and 16 patients with liver diseases (78.9±4.3 years; 12 men and 4 women) were examined for this study using a 3.0 T-MRI. The healthy volunteers underwent three consecutive scans, two 70-Hz waveform and a 50-Hz waveform scans. On the other hand, the patients with liver disease underwent scanning using the 70-Hz waveform only. The MRE data for each subject was processed twice for calculation of the mean hepatic stiffness (Pa), once using the multiscale direct inversion (MSDI) and once using the multimodel direct inversion (MMDI). There were no significant differences in the mean stiffness values among the scans obtained with two 70-Hz and different waveforms. However, the mean stiffness values obtained with the MSDI technique (with mask: 2895.3±255.8 Pa, without mask: 2940.6±265.4 Pa) were larger than those obtained with the MMDI technique (with mask: 2614.0±242.1 Pa, without mask: 2699.2±273.5 Pa). The reproducibility of measurements obtained using the two techniques was high for both the healthy volunteers [intraclass correlation coefficients (ICCs): 0.840-0.953] and the patients (ICC: 0.830-0.995). These results suggest that knowledge of the characteristics of different direct inversion algorithms is important for longitudinal liver stiffness assessments such as the comparison of different scanners and evaluation of the response to fibrosis therapy.
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Affiliation(s)
- Shigeyoshi Saito
- Department of Medical Physics and Engineering, Division of Health Sciences, Osaka University, Graduate School of Medicine
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Chang W, Lee JM, Yoon JH, Han JK, Choi BI, Yoon JH, Lee KB, Lee KW, Yi NJ, Suh KS. Liver Fibrosis Staging with MR Elastography: Comparison of Diagnostic Performance between Patients with Chronic Hepatitis B and Those with Other Etiologic Causes. Radiology 2016; 280:88-97. [PMID: 26844364 DOI: 10.1148/radiol.2016150397] [Citation(s) in RCA: 54] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/19/2022]
Abstract
Purpose To evaluate the diagnostic performance of magnetic resonance (MR) elastography in staging liver fibrosis in patients with chronic hepatitis B (CHB) and other etiologic causes. Materials and Methods This retrospective study was institutional review board-approved and the requirement for informed consent was waived. Before surgery, MR elastographic imaging was performed in 352 patients with chronic liver diseases (281 patients with CHB, 71 patients without CHB) and hepatocellular carcinomas and 64 living liver donor candidates. Liver stiffness (LS) values were measured on quantitative shear-stiffness maps of MR elastography, and the diagnostic performance of MR elastography in staging liver fibrosis was evaluated by using receiver operating characteristic curve analysis and the Obuchowski measure with the histopathologic analysis of liver fibrosis in the CHB group and in the group composed of other etiologic causes. In 120 patients (97 with CHB, 23 without CHB) and 51 donors, diagnostic performance of MR elastography was validated. Results Areas under the curve of LS values for the diagnosis of significant fibrosis (≥stage F2), severe fibrosis (≥stage F3), and cirrhosis (stage F4) in the CHB group were 0.972 (95% confidence interval: 0.948, 0.987), 0.946 (95% confidence interval: 0.916, 0.968), and 0.920 (95% confidence interval: 0.885, 0.947), respectively. Obuchowski measures were similarly high in the CHB group and in the group composed of other etiologic causes (0.970 vs 0.977). However, the estimated cutoff value for stage F4 in the group with CHB was substantially lower than in the participants with other etiologic causes: 3.67 kPa versus 4.65 kPa. In the validation study for stage F1 or greater, stage F2 or greater, stage F3 or greater, and stage F4, the Youden indexes were 0.807, 0.842, 0.806, and 0.639, respectively, in the group with CHB, and 0.783, 0.900, 1.000, and 0.917, respectively, in the group without CHB. Conclusion The diagnostic performance of MR elastography in liver fibrosis staging was similarly high in the groups with and without CHB, but the cutoff LS values for diagnosing liver cirrhosis differed between the groups with and without CHB. (©) RSNA, 2016 Online supplemental material is available for this article.
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Affiliation(s)
- Won Chang
- From the Departments of Radiology (W.C., J.M.L., Jeong Hee Yoon, J.K.H., B.I.C.), Internal Medicine (Jung Hwan Yoon), Pathology (K.B.L.), and Surgery (K.W.L., N.J.Y., K.S.S.), Seoul National University Hospital, 101 Daehak-ro, Jongno-gu, Seoul 110-744, Korea; and Institute of Radiation Medicine, Seoul National University College of Medicine, Seoul, Korea (J.M.L., J.K.H., B.I.C.)
| | - Jeong Min Lee
- From the Departments of Radiology (W.C., J.M.L., Jeong Hee Yoon, J.K.H., B.I.C.), Internal Medicine (Jung Hwan Yoon), Pathology (K.B.L.), and Surgery (K.W.L., N.J.Y., K.S.S.), Seoul National University Hospital, 101 Daehak-ro, Jongno-gu, Seoul 110-744, Korea; and Institute of Radiation Medicine, Seoul National University College of Medicine, Seoul, Korea (J.M.L., J.K.H., B.I.C.)
| | - Jeong Hee Yoon
- From the Departments of Radiology (W.C., J.M.L., Jeong Hee Yoon, J.K.H., B.I.C.), Internal Medicine (Jung Hwan Yoon), Pathology (K.B.L.), and Surgery (K.W.L., N.J.Y., K.S.S.), Seoul National University Hospital, 101 Daehak-ro, Jongno-gu, Seoul 110-744, Korea; and Institute of Radiation Medicine, Seoul National University College of Medicine, Seoul, Korea (J.M.L., J.K.H., B.I.C.)
| | - Joon Koo Han
- From the Departments of Radiology (W.C., J.M.L., Jeong Hee Yoon, J.K.H., B.I.C.), Internal Medicine (Jung Hwan Yoon), Pathology (K.B.L.), and Surgery (K.W.L., N.J.Y., K.S.S.), Seoul National University Hospital, 101 Daehak-ro, Jongno-gu, Seoul 110-744, Korea; and Institute of Radiation Medicine, Seoul National University College of Medicine, Seoul, Korea (J.M.L., J.K.H., B.I.C.)
| | - Byung Ihn Choi
- From the Departments of Radiology (W.C., J.M.L., Jeong Hee Yoon, J.K.H., B.I.C.), Internal Medicine (Jung Hwan Yoon), Pathology (K.B.L.), and Surgery (K.W.L., N.J.Y., K.S.S.), Seoul National University Hospital, 101 Daehak-ro, Jongno-gu, Seoul 110-744, Korea; and Institute of Radiation Medicine, Seoul National University College of Medicine, Seoul, Korea (J.M.L., J.K.H., B.I.C.)
| | - Jung Hwan Yoon
- From the Departments of Radiology (W.C., J.M.L., Jeong Hee Yoon, J.K.H., B.I.C.), Internal Medicine (Jung Hwan Yoon), Pathology (K.B.L.), and Surgery (K.W.L., N.J.Y., K.S.S.), Seoul National University Hospital, 101 Daehak-ro, Jongno-gu, Seoul 110-744, Korea; and Institute of Radiation Medicine, Seoul National University College of Medicine, Seoul, Korea (J.M.L., J.K.H., B.I.C.)
| | - Kyoung Bun Lee
- From the Departments of Radiology (W.C., J.M.L., Jeong Hee Yoon, J.K.H., B.I.C.), Internal Medicine (Jung Hwan Yoon), Pathology (K.B.L.), and Surgery (K.W.L., N.J.Y., K.S.S.), Seoul National University Hospital, 101 Daehak-ro, Jongno-gu, Seoul 110-744, Korea; and Institute of Radiation Medicine, Seoul National University College of Medicine, Seoul, Korea (J.M.L., J.K.H., B.I.C.)
| | - Kwang-Woong Lee
- From the Departments of Radiology (W.C., J.M.L., Jeong Hee Yoon, J.K.H., B.I.C.), Internal Medicine (Jung Hwan Yoon), Pathology (K.B.L.), and Surgery (K.W.L., N.J.Y., K.S.S.), Seoul National University Hospital, 101 Daehak-ro, Jongno-gu, Seoul 110-744, Korea; and Institute of Radiation Medicine, Seoul National University College of Medicine, Seoul, Korea (J.M.L., J.K.H., B.I.C.)
| | - Nam-Joon Yi
- From the Departments of Radiology (W.C., J.M.L., Jeong Hee Yoon, J.K.H., B.I.C.), Internal Medicine (Jung Hwan Yoon), Pathology (K.B.L.), and Surgery (K.W.L., N.J.Y., K.S.S.), Seoul National University Hospital, 101 Daehak-ro, Jongno-gu, Seoul 110-744, Korea; and Institute of Radiation Medicine, Seoul National University College of Medicine, Seoul, Korea (J.M.L., J.K.H., B.I.C.)
| | - Kyung-Suk Suh
- From the Departments of Radiology (W.C., J.M.L., Jeong Hee Yoon, J.K.H., B.I.C.), Internal Medicine (Jung Hwan Yoon), Pathology (K.B.L.), and Surgery (K.W.L., N.J.Y., K.S.S.), Seoul National University Hospital, 101 Daehak-ro, Jongno-gu, Seoul 110-744, Korea; and Institute of Radiation Medicine, Seoul National University College of Medicine, Seoul, Korea (J.M.L., J.K.H., B.I.C.)
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