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Pirasteh A, Periyasamy S, Meudt JJ, Liu Y, Lee LM, Schachtschneider KM, Schook LB, Gaba RC, Mao L, Said A, McMillan AB, Laeseke PF, Shanmuganayagam D. Staging Liver Fibrosis by Fibroblast Activation Protein Inhibitor PET in a Human-Sized Swine Model. J Nucl Med 2022; 63:1956-1961. [PMID: 35450958 PMCID: PMC9730920 DOI: 10.2967/jnumed.121.263736] [Citation(s) in RCA: 15] [Impact Index Per Article: 7.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/23/2021] [Revised: 04/07/2022] [Indexed: 01/11/2023] Open
Abstract
Current methods of staging liver fibrosis have notable limitations. We investigated the utility of PET in staging liver fibrosis by correlating liver uptake of 68Ga-labeled fibroblast activation protein inhibitor (FAPI) with histology in a human-sized swine model. Methods: Five pigs underwent baseline 68Ga-FAPI-46 (68Ga-FAPI) PET/MRI and liver biopsy, followed by liver parenchymal embolization, 8 wk of oral alcohol intake, endpoint 68Ga-FAPI PET/MRI, and necropsy. Regions of interest were drawn on baseline and endpoint PET images, and SUVmean was recorded. At the endpoint, liver sections corresponding to regions of interest were identified and cut out. Fibrosis was histologically evaluated using a modified METAVIR score for swine liver and quantitatively using collagen proportionate area (CPA). Box-and-whisker plots and linear regression were used to correlate SUVmean with METAVIR score and CPA, respectively. Results: Liver 68Ga-FAPI uptake strongly correlated with CPA (r = 0.89, P < 0.001). 68Ga-FAPI uptake was significantly and progressively higher across F2 and F3/F4 fibrosis stages, with a respective median SUVmean of 2.9 (interquartile range [IQR], 2.7-3.8) and 7.6 (IQR, 6.7-10.2) (P < 0.001). There was no significant difference between 68Ga-FAPI uptake of baseline liver and endpoint liver sections staged as F0/F1, with a respective median SUVmean of 1.7 (IQR, 1.3-2.0) and 1.7 (IQR, 1.5-1.8) (P = 0.338). Conclusion: The strong correlation between liver 68Ga-FAPI uptake and the histologic stage of liver fibrosis suggests that 68Ga-FAPI PET can play an impactful role in noninvasive staging of liver fibrosis, pending validation in patients.
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Affiliation(s)
- Ali Pirasteh
- Radiology and Medical Physics, University of Wisconsin–Madison, Madison, Wisconsin
| | - Sarvesh Periyasamy
- Radiology and Biomedical Engineering, University of Wisconsin–Madison, Madison, Wisconsin
| | - Jennifer Jean Meudt
- Animal and Dairy Sciences, University of Wisconsin–Madison, Madison, Wisconsin
| | - Yongjun Liu
- Pathology and Laboratory Medicine, University of Wisconsin–Madison, Madison, Wisconsin
| | - Laura M. Lee
- Research Animal Resources and Compliance, University of Wisconsin–Madison, Madison, Wisconsin
| | - Kyle M. Schachtschneider
- Radiology and Biochemistry and Molecular Genetics, University of Illinois at Chicago, Chicago, Illinois;,National Center for Supercomputing Applications, University of Illinois at Urbana–Champaign, Champaign, Illinois
| | - Lawrence B. Schook
- Animal Sciences, University of Illinois at Chicago, Chicago, Illinois;,Radiology/Interventional Radiology, University of Illinois at Chicago, Chicago, Illinois
| | - Ron C. Gaba
- Radiology/Interventional Radiology, University of Illinois at Chicago, Chicago, Illinois
| | - Lu Mao
- Biostatistics and Medical Informatics, University of Wisconsin–Madison, Madison, Wisconsin
| | - Adnan Said
- Medicine, Gastroenterology, and Hepatology, University of Wisconsin–Madison, Madison, Wisconsin;,William S. Middleton VA Medical Center, Madison, Wisconsin
| | - Alan Blair McMillan
- Radiology and Medical Physics, University of Wisconsin–Madison, Madison, Wisconsin
| | - Paul F. Laeseke
- Radiology and Biomedical Engineering, University of Wisconsin–Madison, Madison, Wisconsin
| | - Dhanansayan Shanmuganayagam
- Animal and Dairy Sciences, University of Wisconsin–Madison, Madison, Wisconsin;,Surgery, University of Wisconsin–Madison, Madison, Wisconsin; and,Center for Biomedical Swine Research and Innovation, University of Wisconsin–Madison, Madison, Wisconsin
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Miao X, Sha T, Zhang W, Zhou H, Qiu C, Deng H, You Y, Ren J, Zhang X, Zheng R, Yin T. Liver Fibrosis Assessment by Viewing Sinusoidal Capillarization: US Molecular Imaging versus Two-dimensional Shear-Wave Elastography in Rats. Radiology 2022; 304:473-482. [PMID: 35503015 DOI: 10.1148/radiol.212325] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/11/2022]
Abstract
Background US elastography is a first-line assessment of liver fibrosis severity; however, its application is limited by its insufficient sensitivity in early-stage fibrosis detection and its measurements are affected by inflammation. Purpose To assess the sensitivity of US molecular imaging (USMI) in early-stage liver fibrosis detection and to determine whether USMI can specifically distinguish fibrosis regardless of inflammation when compared with two-dimensional (2D) shear-wave elastography (SWE). Materials and methods USMI and 2D SWE were performed prospectively (January to June 2021) in 120 male Sprague-Dawley rats with varying degrees of liver fibrosis and acute hepatitis and control rats. Liver sinusoidal capillarization was viewed at CD34-targeted USMI and quantitatively analyzed by the normalized intensity difference (NID). Data were compared by using a two-sided Student t test or one-way analysis of variance. Linear correlation analyses were used to evaluate the relationships between collagen proportionate area values and NID and liver stiffness measurement (LSM) values. Receiver operating characteristic curves were used to assess the diagnostic performance in detecting liver fibrosis. Results Both NID and LSM values showed good linear correlation with collagen proportionate area values (r = 0.91 and 0.87, respectively). No difference was observed between the areas under the receiver operating characteristic curve in detecting stage F0-F1 between USMI and 2D SWE (0.97 vs 0.91, respectively; P = .20). USMI depicted liver fibrosis at an early stage more accurately than 2D SWE (area under the curve, 0.97 vs 0.82, respectively; P = .01). Rats with hepatitis had higher liver stiffness values than control rats (9.83 kPa ± 0.79 vs 6.55 kPa ± 0.38, respectively; P < .001), with no difference in the NID values between control rats and rats with hepatitis (6.75% ± 1.43 vs 6.74% ± 0.86, respectively; P = .98). Conclusion Sinusoidal capillarization viewed at US molecular imaging helped to detect early-stage liver fibrosis more accurately than two-dimensional shear-wave elastography and helped assess fibrosis regardless of inflammation. © RSNA, 2022 Online supplemental material is available for this article. See also the editorial by Barr in this issue.
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Affiliation(s)
- Xiaoyan Miao
- From the Department of Ultrasound, Laboratory of Novel Optoacoustic (Ultrasonic) Imaging, The Third Affiliated Hospital of Sun Yat-sen University, Guangzhou 510630, China
| | - Tingting Sha
- From the Department of Ultrasound, Laboratory of Novel Optoacoustic (Ultrasonic) Imaging, The Third Affiliated Hospital of Sun Yat-sen University, Guangzhou 510630, China
| | - Wei Zhang
- From the Department of Ultrasound, Laboratory of Novel Optoacoustic (Ultrasonic) Imaging, The Third Affiliated Hospital of Sun Yat-sen University, Guangzhou 510630, China
| | - Huichao Zhou
- From the Department of Ultrasound, Laboratory of Novel Optoacoustic (Ultrasonic) Imaging, The Third Affiliated Hospital of Sun Yat-sen University, Guangzhou 510630, China
| | - Chen Qiu
- From the Department of Ultrasound, Laboratory of Novel Optoacoustic (Ultrasonic) Imaging, The Third Affiliated Hospital of Sun Yat-sen University, Guangzhou 510630, China
| | - Huan Deng
- From the Department of Ultrasound, Laboratory of Novel Optoacoustic (Ultrasonic) Imaging, The Third Affiliated Hospital of Sun Yat-sen University, Guangzhou 510630, China
| | - Yujia You
- From the Department of Ultrasound, Laboratory of Novel Optoacoustic (Ultrasonic) Imaging, The Third Affiliated Hospital of Sun Yat-sen University, Guangzhou 510630, China
| | - Jie Ren
- From the Department of Ultrasound, Laboratory of Novel Optoacoustic (Ultrasonic) Imaging, The Third Affiliated Hospital of Sun Yat-sen University, Guangzhou 510630, China
| | - Xinling Zhang
- From the Department of Ultrasound, Laboratory of Novel Optoacoustic (Ultrasonic) Imaging, The Third Affiliated Hospital of Sun Yat-sen University, Guangzhou 510630, China
| | - Rongqin Zheng
- From the Department of Ultrasound, Laboratory of Novel Optoacoustic (Ultrasonic) Imaging, The Third Affiliated Hospital of Sun Yat-sen University, Guangzhou 510630, China
| | - Tinghui Yin
- From the Department of Ultrasound, Laboratory of Novel Optoacoustic (Ultrasonic) Imaging, The Third Affiliated Hospital of Sun Yat-sen University, Guangzhou 510630, China
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Wegrzyniak O, Rosestedt M, Eriksson O. Recent Progress in the Molecular Imaging of Nonalcoholic Fatty Liver Disease. Int J Mol Sci 2021; 22:7348. [PMID: 34298967 PMCID: PMC8306605 DOI: 10.3390/ijms22147348] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/25/2021] [Revised: 06/30/2021] [Accepted: 07/06/2021] [Indexed: 12/12/2022] Open
Abstract
Pathological fibrosis of the liver is a landmark feature in chronic liver diseases, including nonalcoholic fatty liver disease (NAFLD) and nonalcoholic steatohepatitis (NASH). Diagnosis and assessment of progress or treatment efficacy today requires biopsy of the liver, which is a challenge in, e.g., longitudinal interventional studies. Molecular imaging techniques such as positron emission tomography (PET) have the potential to enable minimally invasive assessment of liver fibrosis. This review will summarize and discuss the current status of the development of innovative imaging markers for processes relevant for fibrogenesis in liver, e.g., certain immune cells, activated fibroblasts, and collagen depositions.
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Affiliation(s)
- Olivia Wegrzyniak
- Science for Life Laboratory, Department of Medicinal Chemistry, Uppsala University, SE-751 83 Uppsala, Sweden; (O.W.); (M.R.)
| | - Maria Rosestedt
- Science for Life Laboratory, Department of Medicinal Chemistry, Uppsala University, SE-751 83 Uppsala, Sweden; (O.W.); (M.R.)
| | - Olof Eriksson
- Science for Life Laboratory, Department of Medicinal Chemistry, Uppsala University, SE-751 83 Uppsala, Sweden; (O.W.); (M.R.)
- Antaros Medical AB, SE-431 83 Mölndal, Sweden
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